id	sid	tid	token	lemma	pos
cord-255762-qd6fht8y	1	1	key	key	JJ
cord-255762-qd6fht8y	1	2	:	:	:
cord-255762-qd6fht8y	1	3	cord-255762-qd6fht8y	cord-255762-qd6fht8y	.
cord-255762-qd6fht8y	2	1	authors	author	NNS
cord-255762-qd6fht8y	2	2	:	:	:
cord-255762-qd6fht8y	2	3	Bucciol	Bucciol	NNP
cord-255762-qd6fht8y	2	4	,	,	,
cord-255762-qd6fht8y	2	5	Alessandro	Alessandro	NNP
cord-255762-qd6fht8y	2	6	;	;	:
cord-255762-qd6fht8y	2	7	Camboni	Camboni	NNP
cord-255762-qd6fht8y	2	8	,	,	,
cord-255762-qd6fht8y	2	9	Riccardo	Riccardo	NNP
cord-255762-qd6fht8y	2	10	;	;	:
cord-255762-qd6fht8y	2	11	Valbonesi	Valbonesi	NNP
cord-255762-qd6fht8y	2	12	,	,	,
cord-255762-qd6fht8y	2	13	Paola	Paola	NNP
cord-255762-qd6fht8y	2	14	title	title	NN
cord-255762-qd6fht8y	2	15	:	:	:
cord-255762-qd6fht8y	2	16	Purchasing	purchase	VBG
cord-255762-qd6fht8y	2	17	Medical	Medical	NNP
cord-255762-qd6fht8y	2	18	Devices	Devices	NNPS
cord-255762-qd6fht8y	2	19	:	:	:
cord-255762-qd6fht8y	3	1	The	the	DT
cord-255762-qd6fht8y	3	2	Role	role	NN
cord-255762-qd6fht8y	3	3	of	of	IN
cord-255762-qd6fht8y	3	4	Buyer	Buyer	NNP
cord-255762-qd6fht8y	3	5	Competence	Competence	NNP
cord-255762-qd6fht8y	3	6	and	and	CC
cord-255762-qd6fht8y	3	7	Discretion	Discretion	NNP
cord-255762-qd6fht8y	3	8	date	date	NN
cord-255762-qd6fht8y	3	9	:	:	:
cord-255762-qd6fht8y	3	10	2020	2020	CD
cord-255762-qd6fht8y	3	11	-	-	HYPH
cord-255762-qd6fht8y	3	12	08	08	CD
cord-255762-qd6fht8y	3	13	-	-	SYM
cord-255762-qd6fht8y	3	14	26	26	CD
cord-255762-qd6fht8y	3	15	journal	journal	NN
cord-255762-qd6fht8y	3	16	:	:	:
cord-255762-qd6fht8y	3	17	J	J	NNP
cord-255762-qd6fht8y	3	18	Health	Health	NNP
cord-255762-qd6fht8y	3	19	Econ	Econ	NNP
cord-255762-qd6fht8y	3	20	DOI	doi	NN
cord-255762-qd6fht8y	3	21	:	:	:
cord-255762-qd6fht8y	4	1	10.1016	10.1016	CD
cord-255762-qd6fht8y	4	2	/	/	SYM
cord-255762-qd6fht8y	4	3	j.jhealeco.2020.102370	j.jhealeco.2020.102370	NN
cord-255762-qd6fht8y	4	4	sha	sha	NNP
cord-255762-qd6fht8y	4	5	:	:	:
cord-255762-qd6fht8y	5	1	cae32fdf1c6af3855c51e2b4f4398a5cc04a901b	cae32fdf1c6af3855c51e2b4f4398a5cc04a901b	NNP
cord-255762-qd6fht8y	5	2	doc_id	doc_id	NNP
cord-255762-qd6fht8y	5	3	:	:	:
cord-255762-qd6fht8y	5	4	255762	255762	CD
cord-255762-qd6fht8y	5	5	cord_uid	cord_uid	NNS
cord-255762-qd6fht8y	5	6	:	:	:
cord-255762-qd6fht8y	5	7	qd6fht8y	qd6fht8y	NN
cord-255762-qd6fht8y	6	1	This	this	DT
cord-255762-qd6fht8y	6	2	paper	paper	NN
cord-255762-qd6fht8y	6	3	investigates	investigate	VBZ
cord-255762-qd6fht8y	6	4	the	the	DT
cord-255762-qd6fht8y	6	5	price	price	NN
cord-255762-qd6fht8y	6	6	variability	variability	NN
cord-255762-qd6fht8y	6	7	of	of	IN
cord-255762-qd6fht8y	6	8	standardized	standardized	JJ
cord-255762-qd6fht8y	6	9	medical	medical	JJ
cord-255762-qd6fht8y	6	10	devices	device	NNS
cord-255762-qd6fht8y	6	11	purchased	purchase	VBN
cord-255762-qd6fht8y	6	12	by	by	IN
cord-255762-qd6fht8y	6	13	Italian	italian	JJ
cord-255762-qd6fht8y	6	14	Public	Public	NNP
cord-255762-qd6fht8y	6	15	Buyers	Buyers	NNPS
cord-255762-qd6fht8y	6	16	(	(	-LRB-
cord-255762-qd6fht8y	6	17	PBs	PBs	NNP
cord-255762-qd6fht8y	6	18	)	)	-RRB-
cord-255762-qd6fht8y	6	19	.	.	.
cord-255762-qd6fht8y	7	1	A	a	DT
cord-255762-qd6fht8y	7	2	semiparametric	semiparametric	JJ
cord-255762-qd6fht8y	7	3	approach	approach	NN
cord-255762-qd6fht8y	7	4	is	be	VBZ
cord-255762-qd6fht8y	7	5	used	use	VBN
cord-255762-qd6fht8y	7	6	to	to	TO
cord-255762-qd6fht8y	7	7	recover	recover	VB
cord-255762-qd6fht8y	7	8	the	the	DT
cord-255762-qd6fht8y	7	9	marginal	marginal	JJ
cord-255762-qd6fht8y	7	10	cost	cost	NN
cord-255762-qd6fht8y	7	11	of	of	IN
cord-255762-qd6fht8y	7	12	each	each	DT
cord-255762-qd6fht8y	7	13	device	device	NN
cord-255762-qd6fht8y	7	14	.	.	.
cord-255762-qd6fht8y	8	1	Average	average	JJ
cord-255762-qd6fht8y	8	2	prices	price	NNS
cord-255762-qd6fht8y	8	3	vary	vary	VBP
cord-255762-qd6fht8y	8	4	substantially	substantially	RB
cord-255762-qd6fht8y	8	5	between	between	IN
cord-255762-qd6fht8y	8	6	PBs	pb	NNS
cord-255762-qd6fht8y	8	7	;	;	:
cord-255762-qd6fht8y	8	8	we	-PRON-	PRP
cord-255762-qd6fht8y	8	9	show	show	VBP
cord-255762-qd6fht8y	8	10	that	that	IN
cord-255762-qd6fht8y	8	11	most	most	JJS
cord-255762-qd6fht8y	8	12	of	of	IN
cord-255762-qd6fht8y	8	13	the	the	DT
cord-255762-qd6fht8y	8	14	difference	difference	NN
cord-255762-qd6fht8y	8	15	between	between	IN
cord-255762-qd6fht8y	8	16	the	the	DT
cord-255762-qd6fht8y	8	17	purchase	purchase	NN
cord-255762-qd6fht8y	8	18	prices	price	NNS
cord-255762-qd6fht8y	8	19	and	and	CC
cord-255762-qd6fht8y	8	20	estimated	estimate	VBN
cord-255762-qd6fht8y	8	21	costs	cost	NNS
cord-255762-qd6fht8y	8	22	is	be	VBZ
cord-255762-qd6fht8y	8	23	associated	associate	VBN
cord-255762-qd6fht8y	8	24	with	with	IN
cord-255762-qd6fht8y	8	25	a	a	DT
cord-255762-qd6fht8y	8	26	PB	PB	NNP
cord-255762-qd6fht8y	8	27	fixed	fix	VBN
cord-255762-qd6fht8y	8	28	effect	effect	NN
cord-255762-qd6fht8y	8	29	,	,	,
cord-255762-qd6fht8y	8	30	which	which	WDT
cord-255762-qd6fht8y	8	31	,	,	,
cord-255762-qd6fht8y	8	32	in	in	IN
cord-255762-qd6fht8y	8	33	turn	turn	NN
cord-255762-qd6fht8y	8	34	,	,	,
cord-255762-qd6fht8y	8	35	is	be	VBZ
cord-255762-qd6fht8y	8	36	related	relate	VBN
cord-255762-qd6fht8y	8	37	to	to	IN
cord-255762-qd6fht8y	8	38	the	the	DT
cord-255762-qd6fht8y	8	39	institutional	institutional	JJ
cord-255762-qd6fht8y	8	40	characteristics	characteristic	NNS
cord-255762-qd6fht8y	8	41	and	and	CC
cord-255762-qd6fht8y	8	42	size	size	NN
cord-255762-qd6fht8y	8	43	of	of	IN
cord-255762-qd6fht8y	8	44	the	the	DT
cord-255762-qd6fht8y	8	45	PB	PB	NNP
cord-255762-qd6fht8y	8	46	.	.	.
cord-255762-qd6fht8y	9	1	Repeating	repeat	VBG
cord-255762-qd6fht8y	9	2	the	the	DT
cord-255762-qd6fht8y	9	3	main	main	JJ
cord-255762-qd6fht8y	9	4	estimation	estimation	NN
cord-255762-qd6fht8y	9	5	using	use	VBG
cord-255762-qd6fht8y	9	6	device	device	NN
cord-255762-qd6fht8y	9	7	fixed	fix	VBN
cord-255762-qd6fht8y	9	8	effects	effect	NNS
cord-255762-qd6fht8y	9	9	yields	yield	NNS
cord-255762-qd6fht8y	9	10	similar	similar	JJ
cord-255762-qd6fht8y	9	11	results	result	NNS
cord-255762-qd6fht8y	9	12	.	.	.
cord-255762-qd6fht8y	10	1	Finally	finally	RB
cord-255762-qd6fht8y	10	2	,	,	,
cord-255762-qd6fht8y	10	3	an	an	DT
cord-255762-qd6fht8y	10	4	exogenous	exogenous	JJ
cord-255762-qd6fht8y	10	5	policy	policy	NN
cord-255762-qd6fht8y	10	6	change	change	NN
cord-255762-qd6fht8y	10	7	,	,	,
cord-255762-qd6fht8y	10	8	i.e.	i.e.	FW
cord-255762-qd6fht8y	10	9	the	the	DT
cord-255762-qd6fht8y	10	10	termination	termination	NN
cord-255762-qd6fht8y	10	11	of	of	IN
cord-255762-qd6fht8y	10	12	the	the	DT
cord-255762-qd6fht8y	10	13	mandatory	mandatory	JJ
cord-255762-qd6fht8y	10	14	reference	reference	NN
cord-255762-qd6fht8y	10	15	price	price	NN
cord-255762-qd6fht8y	10	16	regime	regime	NN
cord-255762-qd6fht8y	10	17	,	,	,
cord-255762-qd6fht8y	10	18	is	be	VBZ
cord-255762-qd6fht8y	10	19	used	use	VBN
cord-255762-qd6fht8y	10	20	to	to	TO
cord-255762-qd6fht8y	10	21	assess	assess	VB
cord-255762-qd6fht8y	10	22	how	how	WRB
cord-255762-qd6fht8y	10	23	discretion	discretion	NN
cord-255762-qd6fht8y	10	24	affects	affect	VBZ
cord-255762-qd6fht8y	10	25	medical	medical	JJ
cord-255762-qd6fht8y	10	26	device	device	NN
cord-255762-qd6fht8y	10	27	procurement	procurement	NN
cord-255762-qd6fht8y	10	28	given	give	VBN
cord-255762-qd6fht8y	10	29	the	the	DT
cord-255762-qd6fht8y	10	30	skills	skill	NNS
cord-255762-qd6fht8y	10	31	of	of	IN
cord-255762-qd6fht8y	10	32	each	each	DT
cord-255762-qd6fht8y	10	33	PB	PB	NNP
cord-255762-qd6fht8y	10	34	.	.	.
cord-255762-qd6fht8y	11	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	11	2	results	result	NNS
cord-255762-qd6fht8y	11	3	show	show	VBP
cord-255762-qd6fht8y	11	4	that	that	IN
cord-255762-qd6fht8y	11	5	less	less	JJR
cord-255762-qd6fht8y	11	6	PB	PB	NNP
cord-255762-qd6fht8y	11	7	discretion	discretion	NN
cord-255762-qd6fht8y	11	8	—	—	:
cord-255762-qd6fht8y	11	9	i.e.	i.e.	FW
cord-255762-qd6fht8y	11	10	when	when	WRB
cord-255762-qd6fht8y	11	11	mandatory	mandatory	JJ
cord-255762-qd6fht8y	11	12	reference	reference	NN
cord-255762-qd6fht8y	11	13	prices	price	NNS
cord-255762-qd6fht8y	11	14	apply	apply	VBP
cord-255762-qd6fht8y	11	15	–	–	:
cord-255762-qd6fht8y	11	16	determines	determine	VBZ
cord-255762-qd6fht8y	11	17	efficiency	efficiency	NN
cord-255762-qd6fht8y	11	18	gains	gain	NNS
cord-255762-qd6fht8y	11	19	and	and	CC
cord-255762-qd6fht8y	11	20	losses	loss	NNS
cord-255762-qd6fht8y	11	21	for	for	IN
cord-255762-qd6fht8y	11	22	low-	low-	NN
cord-255762-qd6fht8y	11	23	and	and	CC
cord-255762-qd6fht8y	11	24	high	high	JJ
cord-255762-qd6fht8y	11	25	-	-	HYPH
cord-255762-qd6fht8y	11	26	skilled	skilled	JJ
cord-255762-qd6fht8y	11	27	PBs	pb	NNS
cord-255762-qd6fht8y	11	28	,	,	,
cord-255762-qd6fht8y	11	29	respectively	respectively	RB
cord-255762-qd6fht8y	11	30	.	.	.
cord-255762-qd6fht8y	12	1	The	the	DT
cord-255762-qd6fht8y	12	2	European	european	JJ
cord-255762-qd6fht8y	12	3	medical	medical	JJ
cord-255762-qd6fht8y	12	4	technology	technology	NN
cord-255762-qd6fht8y	12	5	market	market	NN
cord-255762-qd6fht8y	12	6	-comprising	-comprising	NN
cord-255762-qd6fht8y	13	1	mainly	mainly	RB
cord-255762-qd6fht8y	13	2	medical	medical	JJ
cord-255762-qd6fht8y	13	3	devices	device	NNS
cord-255762-qd6fht8y	13	4	and	and	CC
cord-255762-qd6fht8y	13	5	in	in	IN
cord-255762-qd6fht8y	13	6	vitro	vitro	FW
cord-255762-qd6fht8y	13	7	diagnostics	diagnostic	NNS
cord-255762-qd6fht8y	13	8	-was	-was	:
cord-255762-qd6fht8y	13	9	valued	value	VBN
cord-255762-qd6fht8y	13	10	at	at	IN
cord-255762-qd6fht8y	13	11	roughly	roughly	RB
cord-255762-qd6fht8y	13	12	e115	e115	JJ
cord-255762-qd6fht8y	13	13	billion	billion	CD
cord-255762-qd6fht8y	13	14	in	in	IN
cord-255762-qd6fht8y	13	15	2017	2017	CD
cord-255762-qd6fht8y	13	16	.	.	.
cord-255762-qd6fht8y	14	1	At	at	IN
cord-255762-qd6fht8y	14	2	27	27	CD
cord-255762-qd6fht8y	14	3	%	%	NN
cord-255762-qd6fht8y	14	4	of	of	IN
cord-255762-qd6fht8y	14	5	the	the	DT
cord-255762-qd6fht8y	14	6	world	world	NN
cord-255762-qd6fht8y	14	7	market	market	NN
cord-255762-qd6fht8y	14	8	,	,	,
cord-255762-qd6fht8y	14	9	it	-PRON-	PRP
cord-255762-qd6fht8y	14	10	is	be	VBZ
cord-255762-qd6fht8y	14	11	the	the	DT
cord-255762-qd6fht8y	14	12	second	second	RB
cord-255762-qd6fht8y	14	13	largest	large	JJS
cord-255762-qd6fht8y	14	14	in	in	IN
cord-255762-qd6fht8y	14	15	the	the	DT
cord-255762-qd6fht8y	14	16	world	world	NN
cord-255762-qd6fht8y	14	17	,	,	,
cord-255762-qd6fht8y	14	18	after	after	IN
cord-255762-qd6fht8y	14	19	the	the	DT
cord-255762-qd6fht8y	14	20	United	United	NNP
cord-255762-qd6fht8y	14	21	States	States	NNP
cord-255762-qd6fht8y	14	22	.	.	.
cord-255762-qd6fht8y	15	1	Medical	medical	JJ
cord-255762-qd6fht8y	15	2	technology	technology	NN
cord-255762-qd6fht8y	15	3	is	be	VBZ
cord-255762-qd6fht8y	15	4	characterised	characterise	VBN
cord-255762-qd6fht8y	15	5	by	by	IN
cord-255762-qd6fht8y	15	6	a	a	DT
cord-255762-qd6fht8y	15	7	continuous	continuous	JJ
cord-255762-qd6fht8y	15	8	innovation	innovation	NN
cord-255762-qd6fht8y	15	9	,	,	,
cord-255762-qd6fht8y	15	10	1	1	CD
cord-255762-qd6fht8y	15	11	and	and	CC
cord-255762-qd6fht8y	15	12	the	the	DT
cord-255762-qd6fht8y	15	13	short	short	JJ
cord-255762-qd6fht8y	15	14	life	life	NN
cord-255762-qd6fht8y	15	15	-	-	HYPH
cord-255762-qd6fht8y	15	16	cycle	cycle	NN
cord-255762-qd6fht8y	15	17	of	of	IN
cord-255762-qd6fht8y	15	18	products	product	NNS
cord-255762-qd6fht8y	15	19	(	(	-LRB-
cord-255762-qd6fht8y	15	20	on	on	IN
cord-255762-qd6fht8y	15	21	average	average	JJ
cord-255762-qd6fht8y	15	22	,	,	,
cord-255762-qd6fht8y	15	23	18	18	CD
cord-255762-qd6fht8y	15	24	-	-	SYM
cord-255762-qd6fht8y	15	25	24	24	CD
cord-255762-qd6fht8y	15	26	months	month	NNS
cord-255762-qd6fht8y	15	27	)	)	-RRB-
cord-255762-qd6fht8y	15	28	.	.	.
cord-255762-qd6fht8y	16	1	In	in	IN
cord-255762-qd6fht8y	16	2	2017	2017	CD
cord-255762-qd6fht8y	16	3	,	,	,
cord-255762-qd6fht8y	16	4	in	in	IN
cord-255762-qd6fht8y	16	5	this	this	DT
cord-255762-qd6fht8y	16	6	sector	sector	NN
cord-255762-qd6fht8y	16	7	,	,	,
cord-255762-qd6fht8y	16	8	more	more	JJR
cord-255762-qd6fht8y	16	9	than	than	IN
cord-255762-qd6fht8y	16	10	13,000	13,000	CD
cord-255762-qd6fht8y	16	11	patent	patent	NN
cord-255762-qd6fht8y	16	12	applications	application	NNS
cord-255762-qd6fht8y	16	13	were	be	VBD
cord-255762-qd6fht8y	16	14	filed	file	VBN
cord-255762-qd6fht8y	16	15	with	with	IN
cord-255762-qd6fht8y	16	16	the	the	DT
cord-255762-qd6fht8y	16	17	European	European	NNP
cord-255762-qd6fht8y	16	18	Patent	Patent	NNP
cord-255762-qd6fht8y	16	19	Office	Office	NNP
cord-255762-qd6fht8y	16	20	(	(	-LRB-
cord-255762-qd6fht8y	16	21	EPO	EPO	NNP
cord-255762-qd6fht8y	16	22	)	)	-RRB-
cord-255762-qd6fht8y	16	23	,	,	,
cord-255762-qd6fht8y	16	24	twice	twice	PDT
cord-255762-qd6fht8y	16	25	the	the	DT
cord-255762-qd6fht8y	16	26	number	number	NN
cord-255762-qd6fht8y	16	27	from	from	IN
cord-255762-qd6fht8y	16	28	the	the	DT
cord-255762-qd6fht8y	16	29	pharmaceutical	pharmaceutical	JJ
cord-255762-qd6fht8y	16	30	sector	sector	NN
cord-255762-qd6fht8y	16	31	.	.	.
cord-255762-qd6fht8y	17	1	2	2	CD
cord-255762-qd6fht8y	17	2	Medical	medical	JJ
cord-255762-qd6fht8y	17	3	technologies	technology	NNS
cord-255762-qd6fht8y	17	4	provide	provide	VBP
cord-255762-qd6fht8y	17	5	value	value	NN
cord-255762-qd6fht8y	17	6	in	in	IN
cord-255762-qd6fht8y	17	7	various	various	JJ
cord-255762-qd6fht8y	17	8	ways	way	NNS
cord-255762-qd6fht8y	17	9	,	,	,
cord-255762-qd6fht8y	17	10	saving	save	VBG
cord-255762-qd6fht8y	17	11	and	and	CC
cord-255762-qd6fht8y	17	12	improving	improve	VBG
cord-255762-qd6fht8y	17	13	lives	life	NNS
cord-255762-qd6fht8y	17	14	by	by	IN
cord-255762-qd6fht8y	17	15	promptly	promptly	RB
cord-255762-qd6fht8y	17	16	detecting	detect	VBG
cord-255762-qd6fht8y	17	17	disease	disease	NN
cord-255762-qd6fht8y	17	18	and	and	CC
cord-255762-qd6fht8y	17	19	providing	provide	VBG
cord-255762-qd6fht8y	17	20	effective	effective	JJ
cord-255762-qd6fht8y	17	21	treatment	treatment	NN
cord-255762-qd6fht8y	17	22	options	option	NNS
cord-255762-qd6fht8y	17	23	for	for	IN
cord-255762-qd6fht8y	17	24	patients	patient	NNS
cord-255762-qd6fht8y	17	25	and	and	CC
cord-255762-qd6fht8y	17	26	healthcare	healthcare	NN
cord-255762-qd6fht8y	17	27	systems	system	NNS
cord-255762-qd6fht8y	17	28	.	.	.
cord-255762-qd6fht8y	18	1	They	-PRON-	PRP
cord-255762-qd6fht8y	18	2	can	can	MD
cord-255762-qd6fht8y	18	3	also	also	RB
cord-255762-qd6fht8y	18	4	deliver	deliver	VB
cord-255762-qd6fht8y	18	5	significant	significant	JJ
cord-255762-qd6fht8y	18	6	savings	saving	NNS
cord-255762-qd6fht8y	18	7	(	(	-LRB-
cord-255762-qd6fht8y	18	8	i.e.	i.e.	FW
cord-255762-qd6fht8y	18	9	via	via	IN
cord-255762-qd6fht8y	18	10	efficiency	efficiency	NN
cord-255762-qd6fht8y	18	11	)	)	-RRB-
cord-255762-qd6fht8y	18	12	to	to	IN
cord-255762-qd6fht8y	18	13	the	the	DT
cord-255762-qd6fht8y	18	14	health	health	NN
cord-255762-qd6fht8y	18	15	system	system	NN
cord-255762-qd6fht8y	18	16	over	over	IN
cord-255762-qd6fht8y	18	17	time	time	NN
cord-255762-qd6fht8y	18	18	.	.	.
cord-255762-qd6fht8y	19	1	This	this	DT
cord-255762-qd6fht8y	19	2	paper	paper	NN
cord-255762-qd6fht8y	19	3	empirically	empirically	RB
cord-255762-qd6fht8y	19	4	investigates	investigate	VBZ
cord-255762-qd6fht8y	19	5	public	public	JJ
cord-255762-qd6fht8y	19	6	procurement	procurement	NN
cord-255762-qd6fht8y	19	7	for	for	IN
cord-255762-qd6fht8y	19	8	medical	medical	JJ
cord-255762-qd6fht8y	19	9	devices	device	NNS
cord-255762-qd6fht8y	19	10	in	in	IN
cord-255762-qd6fht8y	19	11	Italy	Italy	NNP
cord-255762-qd6fht8y	19	12	,	,	,
cord-255762-qd6fht8y	19	13	decomposing	decompose	VBG
cord-255762-qd6fht8y	19	14	price	price	NN
cord-255762-qd6fht8y	19	15	variation	variation	NN
cord-255762-qd6fht8y	19	16	into	into	IN
cord-255762-qd6fht8y	19	17	components	component	NNS
cord-255762-qd6fht8y	19	18	explained	explain	VBN
cord-255762-qd6fht8y	19	19	by	by	IN
cord-255762-qd6fht8y	19	20	buyer	buyer	NN
cord-255762-qd6fht8y	19	21	fixed	fix	VBN
cord-255762-qd6fht8y	19	22	effects	effect	NNS
cord-255762-qd6fht8y	19	23	and	and	CC
cord-255762-qd6fht8y	19	24	buyer	buyer	NN
cord-255762-qd6fht8y	19	25	characteristics	characteristic	NNS
cord-255762-qd6fht8y	19	26	.	.	.
cord-255762-qd6fht8y	20	1	The	the	DT
cord-255762-qd6fht8y	20	2	study	study	NN
cord-255762-qd6fht8y	20	3	period	period	NN
cord-255762-qd6fht8y	20	4	overlaps	overlap	VBZ
cord-255762-qd6fht8y	20	5	with	with	IN
cord-255762-qd6fht8y	20	6	a	a	DT
cord-255762-qd6fht8y	20	7	time	time	NN
cord-255762-qd6fht8y	20	8	when	when	WRB
cord-255762-qd6fht8y	20	9	reference	reference	NN
cord-255762-qd6fht8y	20	10	pricing	pricing	NN
cord-255762-qd6fht8y	20	11	was	be	VBD
cord-255762-qd6fht8y	20	12	temporarily	temporarily	RB
cord-255762-qd6fht8y	20	13	imposed	impose	VBN
cord-255762-qd6fht8y	20	14	at	at	IN
cord-255762-qd6fht8y	20	15	a	a	DT
cord-255762-qd6fht8y	20	16	national	national	JJ
cord-255762-qd6fht8y	20	17	level	level	NN
cord-255762-qd6fht8y	20	18	,	,	,
cord-255762-qd6fht8y	20	19	allowing	allow	VBG
cord-255762-qd6fht8y	20	20	examination	examination	NN
cord-255762-qd6fht8y	20	21	of	of	IN
cord-255762-qd6fht8y	20	22	the	the	DT
cord-255762-qd6fht8y	20	23	heterogeneous	heterogeneous	JJ
cord-255762-qd6fht8y	20	24	effects	effect	NNS
cord-255762-qd6fht8y	20	25	of	of	IN
cord-255762-qd6fht8y	20	26	the	the	DT
cord-255762-qd6fht8y	20	27	policy	policy	NN
cord-255762-qd6fht8y	20	28	on	on	IN
cord-255762-qd6fht8y	20	29	different	different	JJ
cord-255762-qd6fht8y	20	30	buyers	buyer	NNS
cord-255762-qd6fht8y	20	31	.	.	.
cord-255762-qd6fht8y	21	1	In	in	IN
cord-255762-qd6fht8y	21	2	the	the	DT
cord-255762-qd6fht8y	21	3	US	US	NNP
cord-255762-qd6fht8y	21	4	healthcare	healthcare	NN
cord-255762-qd6fht8y	21	5	system	system	NN
cord-255762-qd6fht8y	21	6	the	the	DT
cord-255762-qd6fht8y	21	7	purchase	purchase	NN
cord-255762-qd6fht8y	21	8	of	of	IN
cord-255762-qd6fht8y	21	9	medical	medical	JJ
cord-255762-qd6fht8y	21	10	technologies	technology	NNS
cord-255762-qd6fht8y	21	11	is	be	VBZ
cord-255762-qd6fht8y	21	12	usually	usually	RB
cord-255762-qd6fht8y	21	13	by	by	IN
cord-255762-qd6fht8y	21	14	direct	direct	JJ
cord-255762-qd6fht8y	21	15	trade	trade	NN
cord-255762-qd6fht8y	21	16	negotiated	negotiate	VBN
cord-255762-qd6fht8y	21	17	by	by	IN
cord-255762-qd6fht8y	21	18	private	private	JJ
cord-255762-qd6fht8y	21	19	hospital	hospital	NN
cord-255762-qd6fht8y	21	20	managers	manager	NNS
cord-255762-qd6fht8y	21	21	and	and	CC
cord-255762-qd6fht8y	21	22	suppliers	supplier	NNS
cord-255762-qd6fht8y	21	23	.	.	.
cord-255762-qd6fht8y	22	1	The	the	DT
cord-255762-qd6fht8y	22	2	resulting	result	VBG
cord-255762-qd6fht8y	22	3	contracts	contract	NNS
cord-255762-qd6fht8y	22	4	are	be	VBP
cord-255762-qd6fht8y	22	5	characterised	characterise	VBN
cord-255762-qd6fht8y	22	6	by	by	IN
cord-255762-qd6fht8y	22	7	strategic	strategic	JJ
cord-255762-qd6fht8y	22	8	discretion	discretion	NN
cord-255762-qd6fht8y	22	9	and	and	CC
cord-255762-qd6fht8y	22	10	flexibility	flexibility	NN
cord-255762-qd6fht8y	22	11	(	(	-LRB-
cord-255762-qd6fht8y	22	12	Grennan	Grennan	NNP
cord-255762-qd6fht8y	22	13	2013	2013	CD
cord-255762-qd6fht8y	22	14	;	;	:
cord-255762-qd6fht8y	22	15	2014	2014	CD
cord-255762-qd6fht8y	22	16	)	)	-RRB-
cord-255762-qd6fht8y	22	17	.	.	.
cord-255762-qd6fht8y	23	1	By	by	IN
cord-255762-qd6fht8y	23	2	contrast	contrast	NN
cord-255762-qd6fht8y	23	3	,	,	,
cord-255762-qd6fht8y	23	4	in	in	IN
cord-255762-qd6fht8y	23	5	EU	EU	NNP
cord-255762-qd6fht8y	23	6	countries	country	NNS
cord-255762-qd6fht8y	23	7	,	,	,
cord-255762-qd6fht8y	23	8	purchasing	purchasing	NN
cord-255762-qd6fht8y	23	9	is	be	VBZ
cord-255762-qd6fht8y	23	10	heavily	heavily	RB
cord-255762-qd6fht8y	23	11	regulated	regulate	VBN
cord-255762-qd6fht8y	23	12	:	:	:
cord-255762-qd6fht8y	23	13	in	in	IN
cord-255762-qd6fht8y	23	14	particular	particular	JJ
cord-255762-qd6fht8y	23	15	,	,	,
cord-255762-qd6fht8y	23	16	public	public	JJ
cord-255762-qd6fht8y	23	17	buyer	buyer	NN
cord-255762-qd6fht8y	23	18	(	(	-LRB-
cord-255762-qd6fht8y	23	19	PB	PB	NNP
cord-255762-qd6fht8y	23	20	)	)	-RRB-
cord-255762-qd6fht8y	23	21	discretion	discretion	NN
cord-255762-qd6fht8y	23	22	,	,	,
cord-255762-qd6fht8y	23	23	awarding	award	VBG
cord-255762-qd6fht8y	23	24	mechanisms	mechanism	NNS
cord-255762-qd6fht8y	23	25	and	and	CC
cord-255762-qd6fht8y	23	26	contract	contract	NN
cord-255762-qd6fht8y	23	27	management	management	NN
cord-255762-qd6fht8y	23	28	are	be	VBP
cord-255762-qd6fht8y	23	29	restricted	restrict	VBN
cord-255762-qd6fht8y	23	30	and	and	CC
cord-255762-qd6fht8y	23	31	determined	determine	VBN
cord-255762-qd6fht8y	23	32	by	by	IN
cord-255762-qd6fht8y	23	33	law	law	NN
cord-255762-qd6fht8y	23	34	.	.	.
cord-255762-qd6fht8y	24	1	Accordingly	accordingly	RB
cord-255762-qd6fht8y	24	2	,	,	,
cord-255762-qd6fht8y	24	3	PB	PB	NNP
cord-255762-qd6fht8y	24	4	competence	competence	NN
cord-255762-qd6fht8y	24	5	involves	involve	VBZ
cord-255762-qd6fht8y	24	6	coping	cope	VBG
cord-255762-qd6fht8y	24	7	with	with	IN
cord-255762-qd6fht8y	24	8	regulated	regulate	VBN
cord-255762-qd6fht8y	24	9	business	business	NN
cord-255762-qd6fht8y	24	10	-	-	HYPH
cord-255762-qd6fht8y	24	11	to	to	IN
cord-255762-qd6fht8y	24	12	-	-	HYPH
cord-255762-qd6fht8y	24	13	government	government	NN
cord-255762-qd6fht8y	24	14	procedures	procedure	NNS
cord-255762-qd6fht8y	24	15	,	,	,
cord-255762-qd6fht8y	24	16	often	often	RB
cord-255762-qd6fht8y	24	17	with	with	IN
cord-255762-qd6fht8y	24	18	open	open	JJ
cord-255762-qd6fht8y	24	19	tender	tender	NN
cord-255762-qd6fht8y	24	20	mechanisms	mechanism	NNS
cord-255762-qd6fht8y	24	21	(	(	-LRB-
cord-255762-qd6fht8y	24	22	Lian	Lian	NNP
cord-255762-qd6fht8y	24	23	and	and	CC
cord-255762-qd6fht8y	24	24	Laing	Laing	NNP
cord-255762-qd6fht8y	24	25	,	,	,
cord-255762-qd6fht8y	24	26	2004	2004	CD
cord-255762-qd6fht8y	24	27	;	;	:
cord-255762-qd6fht8y	24	28	Spagnolo	Spagnolo	NNP
cord-255762-qd6fht8y	24	29	,	,	,
cord-255762-qd6fht8y	24	30	2012	2012	CD
cord-255762-qd6fht8y	24	31	)	)	-RRB-
cord-255762-qd6fht8y	24	32	.	.	.
cord-255762-qd6fht8y	25	1	In	in	IN
cord-255762-qd6fht8y	25	2	Italy	Italy	NNP
cord-255762-qd6fht8y	25	3	,	,	,
cord-255762-qd6fht8y	25	4	as	as	IN
cord-255762-qd6fht8y	25	5	in	in	IN
cord-255762-qd6fht8y	25	6	many	many	JJ
cord-255762-qd6fht8y	25	7	other	other	JJ
cord-255762-qd6fht8y	25	8	national	national	JJ
cord-255762-qd6fht8y	25	9	health	health	NN
cord-255762-qd6fht8y	25	10	systems	system	NNS
cord-255762-qd6fht8y	25	11	in	in	IN
cord-255762-qd6fht8y	25	12	Europe	Europe	NNP
cord-255762-qd6fht8y	25	13	,	,	,
cord-255762-qd6fht8y	25	14	the	the	DT
cord-255762-qd6fht8y	25	15	procurement	procurement	NN
cord-255762-qd6fht8y	25	16	of	of	IN
cord-255762-qd6fht8y	25	17	medical	medical	JJ
cord-255762-qd6fht8y	25	18	technologies	technology	NNS
cord-255762-qd6fht8y	25	19	is	be	VBZ
cord-255762-qd6fht8y	25	20	managed	manage	VBN
cord-255762-qd6fht8y	25	21	at	at	IN
cord-255762-qd6fht8y	25	22	the	the	DT
cord-255762-qd6fht8y	25	23	local	local	JJ
cord-255762-qd6fht8y	25	24	level	level	NN
cord-255762-qd6fht8y	25	25	.	.	.
cord-255762-qd6fht8y	26	1	Occasionally	occasionally	RB
cord-255762-qd6fht8y	26	2	,	,	,
cord-255762-qd6fht8y	26	3	the	the	DT
cord-255762-qd6fht8y	26	4	national	national	JJ
cord-255762-qd6fht8y	26	5	press	press	NN
cord-255762-qd6fht8y	26	6	has	have	VBZ
cord-255762-qd6fht8y	26	7	reported	report	VBN
cord-255762-qd6fht8y	26	8	prices	price	NNS
cord-255762-qd6fht8y	26	9	differences	difference	NNS
cord-255762-qd6fht8y	26	10	for	for	IN
cord-255762-qd6fht8y	26	11	the	the	DT
cord-255762-qd6fht8y	26	12	same	same	JJ
cord-255762-qd6fht8y	26	13	standard	standard	JJ
cord-255762-qd6fht8y	26	14	medical	medical	JJ
cord-255762-qd6fht8y	26	15	device	device	NN
cord-255762-qd6fht8y	26	16	(	(	-LRB-
cord-255762-qd6fht8y	26	17	e.g.	e.g.	IN
cord-255762-qd6fht8y	26	18	a	a	DT
cord-255762-qd6fht8y	26	19	simple	simple	JJ
cord-255762-qd6fht8y	26	20	syringe	syringe	NN
cord-255762-qd6fht8y	26	21	)	)	-RRB-
cord-255762-qd6fht8y	26	22	paid	pay	VBN
cord-255762-qd6fht8y	26	23	by	by	IN
cord-255762-qd6fht8y	26	24	different	different	JJ
cord-255762-qd6fht8y	26	25	PBs	pb	NNS
cord-255762-qd6fht8y	26	26	(	(	-LRB-
cord-255762-qd6fht8y	26	27	public	public	JJ
cord-255762-qd6fht8y	26	28	hospitals	hospital	NNS
cord-255762-qd6fht8y	26	29	and	and	CC
cord-255762-qd6fht8y	26	30	healthcare	healthcare	NN
cord-255762-qd6fht8y	26	31	units	unit	NNS
cord-255762-qd6fht8y	26	32	)	)	-RRB-
cord-255762-qd6fht8y	26	33	.	.	.
cord-255762-qd6fht8y	27	1	3	3	LS
cord-255762-qd6fht8y	28	1	In	in	IN
cord-255762-qd6fht8y	28	2	a	a	DT
cord-255762-qd6fht8y	28	3	period	period	NN
cord-255762-qd6fht8y	28	4	of	of	IN
cord-255762-qd6fht8y	28	5	tight	tight	JJ
cord-255762-qd6fht8y	28	6	public	public	JJ
cord-255762-qd6fht8y	28	7	budgets	budget	NNS
cord-255762-qd6fht8y	28	8	,	,	,
cord-255762-qd6fht8y	28	9	this	this	DT
cord-255762-qd6fht8y	28	10	evidence	evidence	NN
cord-255762-qd6fht8y	28	11	has	have	VBZ
cord-255762-qd6fht8y	28	12	fuelled	fuel	VBN
cord-255762-qd6fht8y	28	13	an	an	DT
cord-255762-qd6fht8y	28	14	extensive	extensive	JJ
cord-255762-qd6fht8y	28	15	public	public	JJ
cord-255762-qd6fht8y	28	16	debate	debate	NN
cord-255762-qd6fht8y	28	17	and	and	CC
cord-255762-qd6fht8y	28	18	-in	-in	IN
cord-255762-qd6fht8y	28	19	2012	2012	CD
cord-255762-qd6fht8y	28	20	-led	-le	VBD
cord-255762-qd6fht8y	28	21	to	to	IN
cord-255762-qd6fht8y	28	22	the	the	DT
cord-255762-qd6fht8y	28	23	introduction	introduction	NN
cord-255762-qd6fht8y	28	24	of	of	IN
cord-255762-qd6fht8y	28	25	reference	reference	NN
cord-255762-qd6fht8y	28	26	prices	price	NNS
cord-255762-qd6fht8y	28	27	,	,	,
cord-255762-qd6fht8y	28	28	a	a	DT
cord-255762-qd6fht8y	28	29	policy	policy	NN
cord-255762-qd6fht8y	28	30	imposing	impose	VBG
cord-255762-qd6fht8y	28	31	a	a	DT
cord-255762-qd6fht8y	28	32	cap	cap	NN
cord-255762-qd6fht8y	28	33	on	on	IN
cord-255762-qd6fht8y	28	34	the	the	DT
cord-255762-qd6fht8y	28	35	unit	unit	NN
cord-255762-qd6fht8y	28	36	price	price	NN
cord-255762-qd6fht8y	28	37	of	of	IN
cord-255762-qd6fht8y	28	38	each	each	DT
cord-255762-qd6fht8y	28	39	standard	standard	JJ
cord-255762-qd6fht8y	28	40	1	1	CD
cord-255762-qd6fht8y	28	41	Entry	entry	NN
cord-255762-qd6fht8y	28	42	regulations	regulation	NNS
cord-255762-qd6fht8y	28	43	and	and	CC
cord-255762-qd6fht8y	28	44	quality	quality	NN
cord-255762-qd6fht8y	28	45	information	information	NN
cord-255762-qd6fht8y	28	46	requirements	requirement	NNS
cord-255762-qd6fht8y	28	47	for	for	IN
cord-255762-qd6fht8y	28	48	new	new	JJ
cord-255762-qd6fht8y	28	49	medical	medical	JJ
cord-255762-qd6fht8y	28	50	devices	device	NNS
cord-255762-qd6fht8y	28	51	play	play	VBP
cord-255762-qd6fht8y	28	52	a	a	DT
cord-255762-qd6fht8y	28	53	key	key	JJ
cord-255762-qd6fht8y	28	54	role	role	NN
cord-255762-qd6fht8y	28	55	in	in	IN
cord-255762-qd6fht8y	28	56	this	this	DT
cord-255762-qd6fht8y	28	57	process	process	NN
cord-255762-qd6fht8y	28	58	.	.	.
cord-255762-qd6fht8y	29	1	Grennan	Grennan	NNP
cord-255762-qd6fht8y	29	2	and	and	CC
cord-255762-qd6fht8y	29	3	Town	Town	NNP
cord-255762-qd6fht8y	29	4	(	(	-LRB-
cord-255762-qd6fht8y	29	5	2020	2020	CD
cord-255762-qd6fht8y	29	6	)	)	-RRB-
cord-255762-qd6fht8y	29	7	exploit	exploit	VB
cord-255762-qd6fht8y	29	8	differences	difference	NNS
cord-255762-qd6fht8y	29	9	between	between	IN
cord-255762-qd6fht8y	29	10	US	US	NNP
cord-255762-qd6fht8y	29	11	and	and	CC
cord-255762-qd6fht8y	29	12	EU	EU	NNP
cord-255762-qd6fht8y	29	13	regulations	regulation	NNS
cord-255762-qd6fht8y	29	14	on	on	IN
cord-255762-qd6fht8y	29	15	testing	test	VBG
cord-255762-qd6fht8y	29	16	new	new	JJ
cord-255762-qd6fht8y	29	17	medical	medical	JJ
cord-255762-qd6fht8y	29	18	devices	device	NNS
cord-255762-qd6fht8y	29	19	to	to	TO
cord-255762-qd6fht8y	29	20	address	address	VB
cord-255762-qd6fht8y	29	21	the	the	DT
cord-255762-qd6fht8y	29	22	trade	trade	NN
cord-255762-qd6fht8y	29	23	-	-	HYPH
cord-255762-qd6fht8y	29	24	offs	off	NNS
cord-255762-qd6fht8y	29	25	arising	arise	VBG
cord-255762-qd6fht8y	29	26	from	from	IN
cord-255762-qd6fht8y	29	27	more	more	RBR
cord-255762-qd6fht8y	29	28	frequent	frequent	JJ
cord-255762-qd6fht8y	29	29	testing	testing	NN
cord-255762-qd6fht8y	29	30	,	,	,
cord-255762-qd6fht8y	29	31	which	which	WDT
cord-255762-qd6fht8y	29	32	can	can	MD
cord-255762-qd6fht8y	29	33	overcome	overcome	VB
cord-255762-qd6fht8y	29	34	consumer	consumer	NN
cord-255762-qd6fht8y	29	35	uncertainty	uncertainty	NN
cord-255762-qd6fht8y	29	36	about	about	IN
cord-255762-qd6fht8y	29	37	product	product	NN
cord-255762-qd6fht8y	29	38	efficacy	efficacy	NN
cord-255762-qd6fht8y	29	39	but	but	CC
cord-255762-qd6fht8y	29	40	increases	increase	VBZ
cord-255762-qd6fht8y	29	41	entry	entry	NN
cord-255762-qd6fht8y	29	42	costs	cost	NNS
cord-255762-qd6fht8y	29	43	and	and	CC
cord-255762-qd6fht8y	29	44	delays	delay	NNS
cord-255762-qd6fht8y	29	45	product	product	NN
cord-255762-qd6fht8y	29	46	launches	launch	NNS
cord-255762-qd6fht8y	29	47	.	.	.
cord-255762-qd6fht8y	30	1	Their	-PRON-	PRP$
cord-255762-qd6fht8y	30	2	empirical	empirical	JJ
cord-255762-qd6fht8y	30	3	results	result	NNS
cord-255762-qd6fht8y	30	4	for	for	IN
cord-255762-qd6fht8y	30	5	stents	stent	NNS
cord-255762-qd6fht8y	30	6	show	show	VBP
cord-255762-qd6fht8y	30	7	that	that	IN
cord-255762-qd6fht8y	30	8	US	US	NNP
cord-255762-qd6fht8y	30	9	regulation	regulation	NN
cord-255762-qd6fht8y	30	10	is	be	VBZ
cord-255762-qd6fht8y	30	11	close	close	JJ
cord-255762-qd6fht8y	30	12	to	to	IN
cord-255762-qd6fht8y	30	13	the	the	DT
cord-255762-qd6fht8y	30	14	optimal	optimal	JJ
cord-255762-qd6fht8y	30	15	policy	policy	NN
cord-255762-qd6fht8y	30	16	in	in	IN
cord-255762-qd6fht8y	30	17	terms	term	NNS
cord-255762-qd6fht8y	30	18	of	of	IN
cord-255762-qd6fht8y	30	19	trading	trading	NN
cord-255762-qd6fht8y	30	20	off	off	RP
cord-255762-qd6fht8y	30	21	testing	testing	NN
cord-255762-qd6fht8y	30	22	with	with	IN
cord-255762-qd6fht8y	30	23	access	access	NN
cord-255762-qd6fht8y	30	24	to	to	IN
cord-255762-qd6fht8y	30	25	innovation	innovation	NN
cord-255762-qd6fht8y	30	26	,	,	,
cord-255762-qd6fht8y	30	27	while	while	IN
cord-255762-qd6fht8y	30	28	EU	EU	NNP
cord-255762-qd6fht8y	30	29	regulation	regulation	NN
cord-255762-qd6fht8y	30	30	is	be	VBZ
cord-255762-qd6fht8y	30	31	too	too	RB
cord-255762-qd6fht8y	30	32	lax	lax	JJ
cord-255762-qd6fht8y	30	33	.	.	.
cord-255762-qd6fht8y	31	1	2	2	LS
cord-255762-qd6fht8y	31	2	Estimation	estimation	NN
cord-255762-qd6fht8y	31	3	of	of	IN
cord-255762-qd6fht8y	31	4	market	market	NN
cord-255762-qd6fht8y	31	5	values	value	NNS
cord-255762-qd6fht8y	31	6	and	and	CC
cord-255762-qd6fht8y	31	7	information	information	NN
cord-255762-qd6fht8y	31	8	on	on	IN
cord-255762-qd6fht8y	31	9	patents	patent	NNS
cord-255762-qd6fht8y	31	10	from	from	IN
cord-255762-qd6fht8y	31	11	Med	Med	NNP
cord-255762-qd6fht8y	31	12	Tech	Tech	NNP
cord-255762-qd6fht8y	31	13	Europe	Europe	NNP
cord-255762-qd6fht8y	31	14	(	(	-LRB-
cord-255762-qd6fht8y	31	15	2019	2019	CD
cord-255762-qd6fht8y	31	16	)	)	-RRB-
cord-255762-qd6fht8y	31	17	.	.	.
cord-255762-qd6fht8y	32	1	3	3	LS
cord-255762-qd6fht8y	33	1	See	see	VB
cord-255762-qd6fht8y	33	2	,	,	,
cord-255762-qd6fht8y	33	3	amongst	amongst	IN
cord-255762-qd6fht8y	33	4	others	other	NNS
cord-255762-qd6fht8y	33	5	,	,	,
cord-255762-qd6fht8y	34	1	P.	P.	NNP
cord-255762-qd6fht8y	34	2	Russo	Russo	NNP
cord-255762-qd6fht8y	34	3	'	'	``
cord-255762-qd6fht8y	34	4	Garze	Garze	NNP
cord-255762-qd6fht8y	34	5	e	e	NNP
cord-255762-qd6fht8y	34	6	siringhe	siringhe	NN
cord-255762-qd6fht8y	34	7	d'oro	d'oro	NNP
cord-255762-qd6fht8y	34	8	:	:	:
cord-255762-qd6fht8y	35	1	le	le	NNP
cord-255762-qd6fht8y	35	2	spese	spese	NNP
cord-255762-qd6fht8y	35	3	pazze	pazze	NNP
cord-255762-qd6fht8y	35	4	delle	delle	FW
cord-255762-qd6fht8y	35	5	ASL	ASL	NNP
cord-255762-qd6fht8y	35	6	'	'	''
cord-255762-qd6fht8y	35	7	(	(	-LRB-
cord-255762-qd6fht8y	35	8	Bandages	bandage	NNS
cord-255762-qd6fht8y	35	9	and	and	CC
cord-255762-qd6fht8y	35	10	syringes	syrinx	NNS
cord-255762-qd6fht8y	35	11	of	of	IN
cord-255762-qd6fht8y	35	12	gold	gold	NN
cord-255762-qd6fht8y	35	13	:	:	:
cord-255762-qd6fht8y	35	14	the	the	DT
cord-255762-qd6fht8y	35	15	berserk	berserk	JJ
cord-255762-qd6fht8y	35	16	expenditure	expenditure	NN
cord-255762-qd6fht8y	35	17	of	of	IN
cord-255762-qd6fht8y	35	18	Italian	italian	JJ
cord-255762-qd6fht8y	35	19	local	local	JJ
cord-255762-qd6fht8y	35	20	health	health	NN
cord-255762-qd6fht8y	35	21	agencies	agency	NNS
cord-255762-qd6fht8y	35	22	)	)	-RRB-
cord-255762-qd6fht8y	35	23	in	in	IN
cord-255762-qd6fht8y	35	24	La	La	NNP
cord-255762-qd6fht8y	35	25	Stampa	Stampa	NNP
cord-255762-qd6fht8y	35	26	,	,	,
cord-255762-qd6fht8y	35	27	July	July	NNP
cord-255762-qd6fht8y	35	28	3	3	CD
cord-255762-qd6fht8y	35	29	,	,	,
cord-255762-qd6fht8y	35	30	2012	2012	CD
cord-255762-qd6fht8y	35	31	.	.	.
cord-255762-qd6fht8y	36	1	Greater	great	JJR
cord-255762-qd6fht8y	36	2	attention	attention	NN
cord-255762-qd6fht8y	36	3	to	to	IN
cord-255762-qd6fht8y	36	4	price	price	NN
cord-255762-qd6fht8y	36	5	differences	difference	NNS
cord-255762-qd6fht8y	36	6	(	(	-LRB-
cord-255762-qd6fht8y	36	7	and	and	CC
cord-255762-qd6fht8y	36	8	corruption	corruption	NN
cord-255762-qd6fht8y	36	9	)	)	-RRB-
cord-255762-qd6fht8y	36	10	for	for	IN
cord-255762-qd6fht8y	36	11	the	the	DT
cord-255762-qd6fht8y	36	12	purchase	purchase	NN
cord-255762-qd6fht8y	36	13	of	of	IN
cord-255762-qd6fht8y	36	14	medical	medical	JJ
cord-255762-qd6fht8y	36	15	devices	device	NNS
cord-255762-qd6fht8y	36	16	has	have	VBZ
cord-255762-qd6fht8y	36	17	been	be	VBN
cord-255762-qd6fht8y	36	18	paid	pay	VBN
cord-255762-qd6fht8y	36	19	during	during	IN
cord-255762-qd6fht8y	36	20	the	the	DT
cord-255762-qd6fht8y	36	21	recent	recent	JJ
cord-255762-qd6fht8y	36	22	Coronavirus	Coronavirus	NNP
cord-255762-qd6fht8y	36	23	pandemic	pandemic	NN
cord-255762-qd6fht8y	36	24	.	.	.
cord-255762-qd6fht8y	37	1	Indeed	indeed	RB
cord-255762-qd6fht8y	37	2	,	,	,
cord-255762-qd6fht8y	37	3	the	the	DT
cord-255762-qd6fht8y	37	4	public	public	JJ
cord-255762-qd6fht8y	37	5	healthcare	healthcare	NN
cord-255762-qd6fht8y	37	6	system	system	NN
cord-255762-qd6fht8y	37	7	in	in	IN
cord-255762-qd6fht8y	37	8	Italy	Italy	NNP
cord-255762-qd6fht8y	37	9	has	have	VBZ
cord-255762-qd6fht8y	37	10	faced	face	VBN
cord-255762-qd6fht8y	37	11	severe	severe	JJ
cord-255762-qd6fht8y	37	12	challenges	challenge	NNS
cord-255762-qd6fht8y	37	13	regarding	regard	VBG
cord-255762-qd6fht8y	37	14	procurement	procurement	NN
cord-255762-qd6fht8y	37	15	strategies	strategy	NNS
cord-255762-qd6fht8y	37	16	for	for	IN
cord-255762-qd6fht8y	37	17	masks	mask	NNS
cord-255762-qd6fht8y	37	18	,	,	,
cord-255762-qd6fht8y	37	19	hand	hand	NN
cord-255762-qd6fht8y	37	20	sanitizers	sanitizer	NNS
cord-255762-qd6fht8y	37	21	,	,	,
cord-255762-qd6fht8y	37	22	ECMOs	ecmo	NNS
cord-255762-qd6fht8y	37	23	,	,	,
cord-255762-qd6fht8y	37	24	etc	etc	FW
cord-255762-qd6fht8y	37	25	.	.	.
cord-255762-qd6fht8y	38	1	,	,	,
cord-255762-qd6fht8y	38	2	speed	speed	NN
cord-255762-qd6fht8y	38	3	having	have	VBG
cord-255762-qd6fht8y	38	4	been	be	VBN
cord-255762-qd6fht8y	38	5	prioritised	prioritise	VBN
cord-255762-qd6fht8y	38	6	over	over	IN
cord-255762-qd6fht8y	38	7	transparency	transparency	NN
cord-255762-qd6fht8y	38	8	,	,	,
cord-255762-qd6fht8y	38	9	with	with	IN
cord-255762-qd6fht8y	38	10	competitive	competitive	JJ
cord-255762-qd6fht8y	38	11	bidding	bidding	NN
cord-255762-qd6fht8y	38	12	and	and	CC
cord-255762-qd6fht8y	38	13	other	other	JJ
cord-255762-qd6fht8y	38	14	safeguards	safeguard	NNS
cord-255762-qd6fht8y	38	15	dropped	drop	VBD
cord-255762-qd6fht8y	38	16	to	to	TO
cord-255762-qd6fht8y	38	17	keep	keep	VB
cord-255762-qd6fht8y	38	18	pace	pace	NN
cord-255762-qd6fht8y	38	19	with	with	IN
cord-255762-qd6fht8y	38	20	the	the	DT
cord-255762-qd6fht8y	38	21	pandemic	pandemic	NN
cord-255762-qd6fht8y	38	22	.	.	.
cord-255762-qd6fht8y	39	1	As	as	IN
cord-255762-qd6fht8y	39	2	reported	report	VBN
cord-255762-qd6fht8y	39	3	by	by	IN
cord-255762-qd6fht8y	39	4	the	the	DT
cord-255762-qd6fht8y	39	5	international	international	JJ
cord-255762-qd6fht8y	39	6	press	press	NN
cord-255762-qd6fht8y	39	7	,	,	,
cord-255762-qd6fht8y	39	8	the	the	DT
cord-255762-qd6fht8y	39	9	same	same	JJ
cord-255762-qd6fht8y	39	10	has	have	VBZ
cord-255762-qd6fht8y	39	11	occurred	occur	VBN
cord-255762-qd6fht8y	39	12	in	in	IN
cord-255762-qd6fht8y	39	13	many	many	JJ
cord-255762-qd6fht8y	39	14	other	other	JJ
cord-255762-qd6fht8y	39	15	countries	country	NNS
cord-255762-qd6fht8y	39	16	affected	affect	VBN
cord-255762-qd6fht8y	39	17	by	by	IN
cord-255762-qd6fht8y	39	18	the	the	DT
cord-255762-qd6fht8y	39	19	Coronavirus	Coronavirus	NNP
cord-255762-qd6fht8y	39	20	(	(	-LRB-
cord-255762-qd6fht8y	39	21	see	see	VB
cord-255762-qd6fht8y	39	22	:	:	:
cord-255762-qd6fht8y	39	23	A.	A.	NNP
cord-255762-qd6fht8y	39	24	Faiola	Faiola	NNP
cord-255762-qd6fht8y	39	25	and	and	CC
cord-255762-qd6fht8y	39	26	A.V.	A.V.	NNP
cord-255762-qd6fht8y	39	27	Herrero	Herrero	NNP
cord-255762-qd6fht8y	39	28	,	,	,
cord-255762-qd6fht8y	39	29	'	'	''
cord-255762-qd6fht8y	39	30	A	a	DT
cord-255762-qd6fht8y	39	31	pandemic	pandemic	NN
cord-255762-qd6fht8y	39	32	of	of	IN
cord-255762-qd6fht8y	39	33	corruption	corruption	NN
cord-255762-qd6fht8y	39	34	'	'	''
cord-255762-qd6fht8y	39	35	,	,	,
cord-255762-qd6fht8y	39	36	in	in	IN
cord-255762-qd6fht8y	39	37	Washington	Washington	NNP
cord-255762-qd6fht8y	39	38	Post	Post	NNP
cord-255762-qd6fht8y	39	39	,	,	,
cord-255762-qd6fht8y	39	40	April	April	NNP
cord-255762-qd6fht8y	39	41	26	26	CD
cord-255762-qd6fht8y	39	42	,	,	,
cord-255762-qd6fht8y	39	43	2020	2020	CD
cord-255762-qd6fht8y	39	44	)	)	-RRB-
cord-255762-qd6fht8y	39	45	.	.	.
cord-255762-qd6fht8y	40	1	medical	medical	JJ
cord-255762-qd6fht8y	40	2	device	device	NN
cord-255762-qd6fht8y	40	3	procured	procure	VBN
cord-255762-qd6fht8y	40	4	by	by	IN
cord-255762-qd6fht8y	40	5	tender	tender	NN
cord-255762-qd6fht8y	40	6	.	.	.
cord-255762-qd6fht8y	41	1	The	the	DT
cord-255762-qd6fht8y	41	2	aim	aim	NN
cord-255762-qd6fht8y	41	3	of	of	IN
cord-255762-qd6fht8y	41	4	this	this	DT
cord-255762-qd6fht8y	41	5	policy	policy	NN
cord-255762-qd6fht8y	41	6	was	be	VBD
cord-255762-qd6fht8y	41	7	to	to	TO
cord-255762-qd6fht8y	41	8	limit	limit	VB
cord-255762-qd6fht8y	41	9	PB	PB	NNP
cord-255762-qd6fht8y	41	10	discretion	discretion	NN
cord-255762-qd6fht8y	41	11	in	in	IN
cord-255762-qd6fht8y	41	12	an	an	DT
cord-255762-qd6fht8y	41	13	attempt	attempt	NN
cord-255762-qd6fht8y	41	14	to	to	TO
cord-255762-qd6fht8y	41	15	reduce	reduce	VB
cord-255762-qd6fht8y	41	16	public	public	JJ
cord-255762-qd6fht8y	41	17	procurement	procurement	NN
cord-255762-qd6fht8y	41	18	expenditure	expenditure	NN
cord-255762-qd6fht8y	41	19	.	.	.
cord-255762-qd6fht8y	42	1	Reference	reference	NN
cord-255762-qd6fht8y	42	2	prices	price	NNS
cord-255762-qd6fht8y	42	3	for	for	IN
cord-255762-qd6fht8y	42	4	medical	medical	JJ
cord-255762-qd6fht8y	42	5	devices	device	NNS
cord-255762-qd6fht8y	42	6	were	be	VBD
cord-255762-qd6fht8y	42	7	applied	apply	VBN
cord-255762-qd6fht8y	42	8	from	from	IN
cord-255762-qd6fht8y	42	9	July	July	NNP
cord-255762-qd6fht8y	42	10	1	1	CD
cord-255762-qd6fht8y	42	11	,	,	,
cord-255762-qd6fht8y	42	12	2012	2012	CD
cord-255762-qd6fht8y	42	13	to	to	IN
cord-255762-qd6fht8y	42	14	May	May	NNP
cord-255762-qd6fht8y	42	15	2	2	CD
cord-255762-qd6fht8y	42	16	,	,	,
cord-255762-qd6fht8y	42	17	2013	2013	CD
cord-255762-qd6fht8y	42	18	and	and	CC
cord-255762-qd6fht8y	42	19	were	be	VBD
cord-255762-qd6fht8y	42	20	then	then	RB
cord-255762-qd6fht8y	42	21	scrapped	scrap	VBN
cord-255762-qd6fht8y	42	22	after	after	IN
cord-255762-qd6fht8y	42	23	a	a	DT
cord-255762-qd6fht8y	42	24	ruling	ruling	NN
cord-255762-qd6fht8y	42	25	of	of	IN
cord-255762-qd6fht8y	42	26	the	the	DT
cord-255762-qd6fht8y	42	27	Administrative	Administrative	NNP
cord-255762-qd6fht8y	42	28	Court	Court	NNP
cord-255762-qd6fht8y	42	29	of	of	IN
cord-255762-qd6fht8y	42	30	Rome	Rome	NNP
cord-255762-qd6fht8y	42	31	.	.	.
cord-255762-qd6fht8y	43	1	This	this	DT
cord-255762-qd6fht8y	43	2	provides	provide	VBZ
cord-255762-qd6fht8y	43	3	a	a	DT
cord-255762-qd6fht8y	43	4	quasi	quasi	JJ
cord-255762-qd6fht8y	43	5	-	-	JJ
cord-255762-qd6fht8y	43	6	natural	natural	JJ
cord-255762-qd6fht8y	43	7	experimental	experimental	JJ
cord-255762-qd6fht8y	43	8	setting	setting	NN
cord-255762-qd6fht8y	43	9	for	for	IN
cord-255762-qd6fht8y	43	10	a	a	DT
cord-255762-qd6fht8y	43	11	clean	clean	JJ
cord-255762-qd6fht8y	43	12	test	test	NN
cord-255762-qd6fht8y	43	13	on	on	IN
cord-255762-qd6fht8y	43	14	how	how	WRB
cord-255762-qd6fht8y	43	15	PB	PB	NNP
cord-255762-qd6fht8y	43	16	discretion	discretion	NN
cord-255762-qd6fht8y	43	17	affects	affect	VBZ
cord-255762-qd6fht8y	43	18	the	the	DT
cord-255762-qd6fht8y	43	19	procurement	procurement	NN
cord-255762-qd6fht8y	43	20	of	of	IN
cord-255762-qd6fht8y	43	21	medical	medical	JJ
cord-255762-qd6fht8y	43	22	devices	device	NNS
cord-255762-qd6fht8y	43	23	.	.	.
cord-255762-qd6fht8y	44	1	Based	base	VBN
cord-255762-qd6fht8y	44	2	on	on	IN
cord-255762-qd6fht8y	44	3	procurement	procurement	NN
cord-255762-qd6fht8y	44	4	data	datum	NNS
cord-255762-qd6fht8y	44	5	,	,	,
cord-255762-qd6fht8y	44	6	4	4	CD
cord-255762-qd6fht8y	44	7	this	this	DT
cord-255762-qd6fht8y	44	8	paper	paper	NN
cord-255762-qd6fht8y	44	9	initially	initially	RB
cord-255762-qd6fht8y	44	10	estimates	estimate	VBZ
cord-255762-qd6fht8y	44	11	the	the	DT
cord-255762-qd6fht8y	44	12	net	net	JJ
cord-255762-qd6fht8y	44	13	contribution	contribution	NN
cord-255762-qd6fht8y	44	14	of	of	IN
cord-255762-qd6fht8y	44	15	PB	PB	NNP
cord-255762-qd6fht8y	44	16	competence	competence	NN
cord-255762-qd6fht8y	44	17	to	to	TO
cord-255762-qd6fht8y	44	18	price	price	NN
cord-255762-qd6fht8y	44	19	variability	variability	NN
cord-255762-qd6fht8y	44	20	and	and	CC
cord-255762-qd6fht8y	44	21	then	then	RB
cord-255762-qd6fht8y	44	22	assesses	assess	VBZ
cord-255762-qd6fht8y	44	23	how	how	WRB
cord-255762-qd6fht8y	44	24	reference	reference	NN
cord-255762-qd6fht8y	44	25	prices	price	NNS
cord-255762-qd6fht8y	44	26	,	,	,
cord-255762-qd6fht8y	44	27	which	which	WDT
cord-255762-qd6fht8y	44	28	reduce	reduce	VBP
cord-255762-qd6fht8y	44	29	PB	PB	NNP
cord-255762-qd6fht8y	44	30	discretion	discretion	NN
cord-255762-qd6fht8y	44	31	,	,	,
cord-255762-qd6fht8y	44	32	interact	interact	VB
cord-255762-qd6fht8y	44	33	with	with	IN
cord-255762-qd6fht8y	44	34	that	that	DT
cord-255762-qd6fht8y	44	35	competence	competence	NN
cord-255762-qd6fht8y	44	36	.	.	.
cord-255762-qd6fht8y	45	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	45	2	analysis	analysis	NN
cord-255762-qd6fht8y	45	3	was	be	VBD
cord-255762-qd6fht8y	45	4	run	run	VBN
cord-255762-qd6fht8y	45	5	on	on	IN
cord-255762-qd6fht8y	45	6	an	an	DT
cord-255762-qd6fht8y	45	7	original	original	JJ
cord-255762-qd6fht8y	45	8	Italian	italian	JJ
cord-255762-qd6fht8y	45	9	dataset	dataset	NN
cord-255762-qd6fht8y	45	10	including	include	VBG
cord-255762-qd6fht8y	45	11	76	76	CD
cord-255762-qd6fht8y	45	12	classes	class	NNS
cord-255762-qd6fht8y	45	13	of	of	IN
cord-255762-qd6fht8y	45	14	standard	standard	JJ
cord-255762-qd6fht8y	45	15	medical	medical	JJ
cord-255762-qd6fht8y	45	16	devices	device	NNS
cord-255762-qd6fht8y	45	17	sold	sell	VBN
cord-255762-qd6fht8y	45	18	to	to	IN
cord-255762-qd6fht8y	45	19	131	131	CD
cord-255762-qd6fht8y	45	20	local	local	JJ
cord-255762-qd6fht8y	45	21	PBs	pb	NNS
cord-255762-qd6fht8y	45	22	between	between	IN
cord-255762-qd6fht8y	45	23	January	January	NNP
cord-255762-qd6fht8y	45	24	and	and	CC
cord-255762-qd6fht8y	45	25	December	December	NNP
cord-255762-qd6fht8y	45	26	2013	2013	CD
cord-255762-qd6fht8y	45	27	.	.	.
cord-255762-qd6fht8y	46	1	The	the	DT
cord-255762-qd6fht8y	46	2	empirical	empirical	JJ
cord-255762-qd6fht8y	46	3	approach	approach	NN
cord-255762-qd6fht8y	46	4	is	be	VBZ
cord-255762-qd6fht8y	46	5	based	base	VBN
cord-255762-qd6fht8y	46	6	on	on	IN
cord-255762-qd6fht8y	46	7	two	two	CD
cord-255762-qd6fht8y	46	8	important	important	JJ
cord-255762-qd6fht8y	46	9	features	feature	NNS
cord-255762-qd6fht8y	46	10	of	of	IN
cord-255762-qd6fht8y	46	11	the	the	DT
cord-255762-qd6fht8y	46	12	medical	medical	JJ
cord-255762-qd6fht8y	46	13	devices	device	NNS
cord-255762-qd6fht8y	46	14	investigated	investigate	VBD
cord-255762-qd6fht8y	46	15	:	:	:
cord-255762-qd6fht8y	46	16	i	i	LS
cord-255762-qd6fht8y	46	17	)	)	-RRB-
cord-255762-qd6fht8y	46	18	they	-PRON-	PRP
cord-255762-qd6fht8y	46	19	are	be	VBP
cord-255762-qd6fht8y	46	20	standardised	standardised	JJ
cord-255762-qd6fht8y	46	21	and	and	CC
cord-255762-qd6fht8y	46	22	relatively	relatively	RB
cord-255762-qd6fht8y	46	23	cheap	cheap	JJ
cord-255762-qd6fht8y	46	24	,	,	,
cord-255762-qd6fht8y	46	25	so	so	IN
cord-255762-qd6fht8y	46	26	renegotiations	renegotiation	NNS
cord-255762-qd6fht8y	46	27	are	be	VBP
cord-255762-qd6fht8y	46	28	rare	rare	JJ
cord-255762-qd6fht8y	46	29	;	;	:
cord-255762-qd6fht8y	46	30	ii	ii	LS
cord-255762-qd6fht8y	46	31	)	)	-RRB-
cord-255762-qd6fht8y	46	32	they	-PRON-	PRP
cord-255762-qd6fht8y	46	33	are	be	VBP
cord-255762-qd6fht8y	46	34	grouped	group	VBN
cord-255762-qd6fht8y	46	35	into	into	IN
cord-255762-qd6fht8y	46	36	classes	class	NNS
cord-255762-qd6fht8y	46	37	of	of	IN
cord-255762-qd6fht8y	46	38	functionally	functionally	RB
cord-255762-qd6fht8y	46	39	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	46	40	products	product	NNS
cord-255762-qd6fht8y	46	41	(	(	-LRB-
cord-255762-qd6fht8y	46	42	i.e.	i.e.	FW
cord-255762-qd6fht8y	46	43	in	in	IN
cord-255762-qd6fht8y	46	44	each	each	DT
cord-255762-qd6fht8y	46	45	class	class	NN
cord-255762-qd6fht8y	46	46	,	,	,
cord-255762-qd6fht8y	46	47	quality	quality	NN
cord-255762-qd6fht8y	46	48	differentiation	differentiation	NN
cord-255762-qd6fht8y	46	49	is	be	VBZ
cord-255762-qd6fht8y	46	50	not	not	RB
cord-255762-qd6fht8y	46	51	an	an	DT
cord-255762-qd6fht8y	46	52	issue	issue	NN
cord-255762-qd6fht8y	46	53	)	)	-RRB-
cord-255762-qd6fht8y	46	54	.	.	.
cord-255762-qd6fht8y	47	1	Given	give	VBN
cord-255762-qd6fht8y	47	2	these	these	DT
cord-255762-qd6fht8y	47	3	features	feature	NNS
cord-255762-qd6fht8y	47	4	,	,	,
cord-255762-qd6fht8y	47	5	a	a	DT
cord-255762-qd6fht8y	47	6	semiparametric	semiparametric	JJ
cord-255762-qd6fht8y	47	7	approach	approach	NN
cord-255762-qd6fht8y	47	8	is	be	VBZ
cord-255762-qd6fht8y	47	9	adopted	adopt	VBN
cord-255762-qd6fht8y	47	10	,	,	,
cord-255762-qd6fht8y	47	11	inspired	inspire	VBN
cord-255762-qd6fht8y	47	12	by	by	IN
cord-255762-qd6fht8y	47	13	Guerre	Guerre	NNP
cord-255762-qd6fht8y	47	14	et	et	NNP
cord-255762-qd6fht8y	47	15	al	al	NNP
cord-255762-qd6fht8y	47	16	.	.	.
cord-255762-qd6fht8y	48	1	(	(	-LRB-
cord-255762-qd6fht8y	48	2	2000	2000	CD
cord-255762-qd6fht8y	48	3	)	)	-RRB-
cord-255762-qd6fht8y	48	4	,	,	,
cord-255762-qd6fht8y	48	5	to	to	TO
cord-255762-qd6fht8y	48	6	recover	recover	VB
cord-255762-qd6fht8y	48	7	the	the	DT
cord-255762-qd6fht8y	48	8	marginal	marginal	JJ
cord-255762-qd6fht8y	48	9	cost	cost	NN
cord-255762-qd6fht8y	48	10	of	of	IN
cord-255762-qd6fht8y	48	11	each	each	DT
cord-255762-qd6fht8y	48	12	device	device	NN
cord-255762-qd6fht8y	48	13	.	.	.
cord-255762-qd6fht8y	49	1	Using	use	VBG
cord-255762-qd6fht8y	49	2	the	the	DT
cord-255762-qd6fht8y	49	3	official	official	JJ
cord-255762-qd6fht8y	49	4	classification	classification	NN
cord-255762-qd6fht8y	49	5	provided	provide	VBN
cord-255762-qd6fht8y	49	6	by	by	IN
cord-255762-qd6fht8y	49	7	the	the	DT
cord-255762-qd6fht8y	49	8	Italian	italian	JJ
cord-255762-qd6fht8y	49	9	technical	technical	JJ
cord-255762-qd6fht8y	49	10	advisor	advisor	NN
cord-255762-qd6fht8y	49	11	for	for	IN
cord-255762-qd6fht8y	49	12	health	health	NN
cord-255762-qd6fht8y	49	13	policies	policy	NNS
cord-255762-qd6fht8y	49	14	(	(	-LRB-
cord-255762-qd6fht8y	49	15	AGENAS	AGENAS	NNP
cord-255762-qd6fht8y	49	16	)	)	-RRB-
cord-255762-qd6fht8y	49	17	,	,	,
cord-255762-qd6fht8y	49	18	we	-PRON-	PRP
cord-255762-qd6fht8y	49	19	group	group	VBP
cord-255762-qd6fht8y	49	20	functionally	functionally	RB
cord-255762-qd6fht8y	49	21	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	49	22	medical	medical	JJ
cord-255762-qd6fht8y	49	23	devices	device	NNS
cord-255762-qd6fht8y	49	24	into	into	IN
cord-255762-qd6fht8y	49	25	classes	class	NNS
cord-255762-qd6fht8y	49	26	and	and	CC
cord-255762-qd6fht8y	49	27	,	,	,
cord-255762-qd6fht8y	49	28	for	for	IN
cord-255762-qd6fht8y	49	29	each	each	DT
cord-255762-qd6fht8y	49	30	class	class	NN
cord-255762-qd6fht8y	49	31	,	,	,
cord-255762-qd6fht8y	49	32	establish	establish	VB
cord-255762-qd6fht8y	49	33	its	-PRON-	PRP$
cord-255762-qd6fht8y	49	34	benchmark	benchmark	JJ
cord-255762-qd6fht8y	49	35	marginal	marginal	JJ
cord-255762-qd6fht8y	49	36	cost	cost	NN
cord-255762-qd6fht8y	49	37	.	.	.
cord-255762-qd6fht8y	50	1	We	-PRON-	PRP
cord-255762-qd6fht8y	50	2	then	then	RB
cord-255762-qd6fht8y	50	3	show	show	VBP
cord-255762-qd6fht8y	50	4	empirically	empirically	RB
cord-255762-qd6fht8y	50	5	that	that	IN
cord-255762-qd6fht8y	50	6	most	most	JJS
cord-255762-qd6fht8y	50	7	of	of	IN
cord-255762-qd6fht8y	50	8	the	the	DT
cord-255762-qd6fht8y	50	9	discrepancy	discrepancy	NN
cord-255762-qd6fht8y	50	10	between	between	IN
cord-255762-qd6fht8y	50	11	purchasing	purchase	VBG
cord-255762-qd6fht8y	50	12	prices	price	NNS
cord-255762-qd6fht8y	50	13	and	and	CC
cord-255762-qd6fht8y	50	14	estimated	estimate	VBN
cord-255762-qd6fht8y	50	15	costs	cost	NNS
cord-255762-qd6fht8y	50	16	is	be	VBZ
cord-255762-qd6fht8y	50	17	related	relate	VBN
cord-255762-qd6fht8y	50	18	to	to	IN
cord-255762-qd6fht8y	50	19	the	the	DT
cord-255762-qd6fht8y	50	20	PB	PB	NNP
cord-255762-qd6fht8y	50	21	fixed	fix	VBN
cord-255762-qd6fht8y	50	22	effect	effect	NN
cord-255762-qd6fht8y	50	23	.	.	.
cord-255762-qd6fht8y	51	1	This	this	DT
cord-255762-qd6fht8y	51	2	way	way	NN
cord-255762-qd6fht8y	51	3	,	,	,
cord-255762-qd6fht8y	51	4	we	-PRON-	PRP
cord-255762-qd6fht8y	51	5	infer	infer	VBP
cord-255762-qd6fht8y	51	6	a	a	DT
cord-255762-qd6fht8y	51	7	proxy	proxy	NN
cord-255762-qd6fht8y	51	8	for	for	IN
cord-255762-qd6fht8y	51	9	PB	PB	NNP
cord-255762-qd6fht8y	51	10	competence	competence	NN
cord-255762-qd6fht8y	51	11	in	in	IN
cord-255762-qd6fht8y	51	12	managing	manage	VBG
cord-255762-qd6fht8y	51	13	each	each	DT
cord-255762-qd6fht8y	51	14	purchase	purchase	NN
cord-255762-qd6fht8y	51	15	.	.	.
cord-255762-qd6fht8y	52	1	The	the	DT
cord-255762-qd6fht8y	52	2	main	main	JJ
cord-255762-qd6fht8y	52	3	estimate	estimate	NN
cord-255762-qd6fht8y	52	4	is	be	VBZ
cord-255762-qd6fht8y	52	5	repeated	repeat	VBN
cord-255762-qd6fht8y	52	6	,	,	,
cord-255762-qd6fht8y	52	7	in	in	IN
cord-255762-qd6fht8y	52	8	the	the	DT
cord-255762-qd6fht8y	52	9	spirit	spirit	NN
cord-255762-qd6fht8y	52	10	of	of	IN
cord-255762-qd6fht8y	52	11	Best	Best	NNP
cord-255762-qd6fht8y	52	12	et	et	FW
cord-255762-qd6fht8y	52	13	al	al	NNP
cord-255762-qd6fht8y	52	14	.	.	.
cord-255762-qd6fht8y	53	1	(	(	-LRB-
cord-255762-qd6fht8y	53	2	2017	2017	CD
cord-255762-qd6fht8y	53	3	)	)	-RRB-
cord-255762-qd6fht8y	53	4	,	,	,
cord-255762-qd6fht8y	53	5	using	use	VBG
cord-255762-qd6fht8y	53	6	device	device	NN
cord-255762-qd6fht8y	53	7	fixed	fix	VBN
cord-255762-qd6fht8y	53	8	effects	effect	NNS
cord-255762-qd6fht8y	53	9	rather	rather	RB
cord-255762-qd6fht8y	53	10	than	than	IN
cord-255762-qd6fht8y	53	11	marginal	marginal	JJ
cord-255762-qd6fht8y	53	12	costs	cost	NNS
cord-255762-qd6fht8y	53	13	,	,	,
cord-255762-qd6fht8y	53	14	obtaining	obtain	VBG
cord-255762-qd6fht8y	53	15	similar	similar	JJ
cord-255762-qd6fht8y	53	16	results	result	NNS
cord-255762-qd6fht8y	53	17	.	.	.
cord-255762-qd6fht8y	54	1	Hence	hence	RB
cord-255762-qd6fht8y	54	2	,	,	,
cord-255762-qd6fht8y	54	3	the	the	DT
cord-255762-qd6fht8y	54	4	findings	finding	NNS
cord-255762-qd6fht8y	54	5	are	be	VBP
cord-255762-qd6fht8y	54	6	not	not	RB
cord-255762-qd6fht8y	54	7	specific	specific	JJ
cord-255762-qd6fht8y	54	8	to	to	IN
cord-255762-qd6fht8y	54	9	the	the	DT
cord-255762-qd6fht8y	54	10	structural	structural	JJ
cord-255762-qd6fht8y	54	11	approach	approach	NN
cord-255762-qd6fht8y	54	12	used	use	VBN
cord-255762-qd6fht8y	54	13	to	to	TO
cord-255762-qd6fht8y	54	14	infer	infer	VB
cord-255762-qd6fht8y	54	15	the	the	DT
cord-255762-qd6fht8y	54	16	marginal	marginal	JJ
cord-255762-qd6fht8y	54	17	cost	cost	NN
cord-255762-qd6fht8y	54	18	of	of	IN
cord-255762-qd6fht8y	54	19	medical	medical	JJ
cord-255762-qd6fht8y	54	20	devices	device	NNS
cord-255762-qd6fht8y	54	21	.	.	.
cord-255762-qd6fht8y	55	1	As	as	IN
cord-255762-qd6fht8y	55	2	a	a	DT
cord-255762-qd6fht8y	55	3	further	further	JJ
cord-255762-qd6fht8y	55	4	step	step	NN
cord-255762-qd6fht8y	55	5	in	in	IN
cord-255762-qd6fht8y	55	6	the	the	DT
cord-255762-qd6fht8y	55	7	analysis	analysis	NN
cord-255762-qd6fht8y	55	8	,	,	,
cord-255762-qd6fht8y	55	9	the	the	DT
cord-255762-qd6fht8y	55	10	determining	determine	VBG
cord-255762-qd6fht8y	55	11	factors	factor	NNS
cord-255762-qd6fht8y	55	12	of	of	IN
cord-255762-qd6fht8y	55	13	PB	PB	NNP
cord-255762-qd6fht8y	55	14	competence	competence	NN
cord-255762-qd6fht8y	55	15	are	be	VBP
cord-255762-qd6fht8y	55	16	investigated	investigate	VBN
cord-255762-qd6fht8y	55	17	based	base	VBN
cord-255762-qd6fht8y	55	18	on	on	IN
cord-255762-qd6fht8y	55	19	balance	balance	NN
cord-255762-qd6fht8y	55	20	sheet	sheet	NN
cord-255762-qd6fht8y	55	21	data	datum	NNS
cord-255762-qd6fht8y	55	22	from	from	IN
cord-255762-qd6fht8y	55	23	local	local	JJ
cord-255762-qd6fht8y	55	24	public	public	JJ
cord-255762-qd6fht8y	55	25	hospitals	hospital	NNS
cord-255762-qd6fht8y	55	26	and	and	CC
cord-255762-qd6fht8y	55	27	healthcare	healthcare	NN
cord-255762-qd6fht8y	55	28	units	unit	NNS
cord-255762-qd6fht8y	55	29	.	.	.
cord-255762-qd6fht8y	56	1	Finally	finally	RB
cord-255762-qd6fht8y	56	2	,	,	,
cord-255762-qd6fht8y	56	3	the	the	DT
cord-255762-qd6fht8y	56	4	exogenous	exogenous	JJ
cord-255762-qd6fht8y	56	5	termination	termination	NN
cord-255762-qd6fht8y	56	6	of	of	IN
cord-255762-qd6fht8y	56	7	the	the	DT
cord-255762-qd6fht8y	56	8	reference	reference	NN
cord-255762-qd6fht8y	56	9	price	price	NN
cord-255762-qd6fht8y	56	10	policy	policy	NN
cord-255762-qd6fht8y	56	11	is	be	VBZ
cord-255762-qd6fht8y	56	12	used	use	VBN
cord-255762-qd6fht8y	56	13	to	to	TO
cord-255762-qd6fht8y	56	14	identify	identify	VB
cord-255762-qd6fht8y	56	15	its	-PRON-	PRP$
cord-255762-qd6fht8y	56	16	impact	impact	NN
cord-255762-qd6fht8y	56	17	on	on	IN
cord-255762-qd6fht8y	56	18	the	the	DT
cord-255762-qd6fht8y	56	19	competence	competence	NN
cord-255762-qd6fht8y	56	20	of	of	IN
cord-255762-qd6fht8y	56	21	PBs	PBs	NNPS
cord-255762-qd6fht8y	56	22	.	.	.
cord-255762-qd6fht8y	57	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	57	2	main	main	JJ
cord-255762-qd6fht8y	57	3	findings	finding	NNS
cord-255762-qd6fht8y	57	4	are	be	VBP
cord-255762-qd6fht8y	57	5	summarised	summarise	VBN
cord-255762-qd6fht8y	57	6	below	below	RB
cord-255762-qd6fht8y	57	7	.	.	.
cord-255762-qd6fht8y	58	1	First	first	RB
cord-255762-qd6fht8y	58	2	,	,	,
cord-255762-qd6fht8y	58	3	the	the	DT
cord-255762-qd6fht8y	58	4	average	average	JJ
cord-255762-qd6fht8y	58	5	prices	price	NNS
cord-255762-qd6fht8y	58	6	of	of	IN
cord-255762-qd6fht8y	58	7	standard	standard	JJ
cord-255762-qd6fht8y	58	8	medical	medical	JJ
cord-255762-qd6fht8y	58	9	devices	device	NNS
cord-255762-qd6fht8y	58	10	paid	pay	VBN
cord-255762-qd6fht8y	58	11	by	by	IN
cord-255762-qd6fht8y	58	12	Italian	italian	JJ
cord-255762-qd6fht8y	58	13	local	local	JJ
cord-255762-qd6fht8y	58	14	public	public	JJ
cord-255762-qd6fht8y	58	15	hospitals	hospital	NNS
cord-255762-qd6fht8y	58	16	and	and	CC
cord-255762-qd6fht8y	58	17	healthcare	healthcare	NN
cord-255762-qd6fht8y	58	18	units	unit	NNS
cord-255762-qd6fht8y	58	19	vary	vary	VBP
cord-255762-qd6fht8y	58	20	substantially	substantially	RB
cord-255762-qd6fht8y	58	21	.	.	.
cord-255762-qd6fht8y	59	1	Second	second	RB
cord-255762-qd6fht8y	59	2	,	,	,
cord-255762-qd6fht8y	59	3	the	the	DT
cord-255762-qd6fht8y	59	4	differences	difference	NNS
cord-255762-qd6fht8y	59	5	between	between	IN
cord-255762-qd6fht8y	59	6	PB	PB	NNP
cord-255762-qd6fht8y	59	7	purchase	purchase	NN
cord-255762-qd6fht8y	59	8	prices	price	NNS
cord-255762-qd6fht8y	59	9	can	can	MD
cord-255762-qd6fht8y	59	10	be	be	VB
cord-255762-qd6fht8y	59	11	explained	explain	VBN
cord-255762-qd6fht8y	59	12	by	by	IN
cord-255762-qd6fht8y	59	13	PB	PB	NNP
cord-255762-qd6fht8y	59	14	fixed	fix	VBN
cord-255762-qd6fht8y	59	15	effects	effect	NNS
cord-255762-qd6fht8y	59	16	,	,	,
cord-255762-qd6fht8y	59	17	which	which	WDT
cord-255762-qd6fht8y	59	18	,	,	,
cord-255762-qd6fht8y	59	19	in	in	IN
cord-255762-qd6fht8y	59	20	turn	turn	NN
cord-255762-qd6fht8y	59	21	,	,	,
cord-255762-qd6fht8y	59	22	are	be	VBP
cord-255762-qd6fht8y	59	23	related	relate	VBN
cord-255762-qd6fht8y	59	24	to	to	IN
cord-255762-qd6fht8y	59	25	the	the	DT
cord-255762-qd6fht8y	59	26	size	size	NN
cord-255762-qd6fht8y	59	27	and	and	CC
cord-255762-qd6fht8y	59	28	characteristics	characteristic	NNS
cord-255762-qd6fht8y	59	29	of	of	IN
cord-255762-qd6fht8y	59	30	the	the	DT
cord-255762-qd6fht8y	59	31	PB	PB	NNP
cord-255762-qd6fht8y	59	32	.	.	.
cord-255762-qd6fht8y	60	1	Specifically	specifically	RB
cord-255762-qd6fht8y	60	2	,	,	,
cord-255762-qd6fht8y	60	3	size	size	NN
cord-255762-qd6fht8y	60	4	(	(	-LRB-
cord-255762-qd6fht8y	60	5	measured	measure	VBN
cord-255762-qd6fht8y	60	6	either	either	CC
cord-255762-qd6fht8y	60	7	via	via	IN
cord-255762-qd6fht8y	60	8	overall	overall	JJ
cord-255762-qd6fht8y	60	9	personnel	personnel	NNS
cord-255762-qd6fht8y	60	10	costs	cost	NNS
cord-255762-qd6fht8y	60	11	or	or	CC
cord-255762-qd6fht8y	60	12	by	by	IN
cord-255762-qd6fht8y	60	13	the	the	DT
cord-255762-qd6fht8y	60	14	procurement	procurement	NN
cord-255762-qd6fht8y	60	15	of	of	IN
cord-255762-qd6fht8y	60	16	health	health	NN
cord-255762-qd6fht8y	60	17	-	-	HYPH
cord-255762-qd6fht8y	60	18	related	relate	VBN
cord-255762-qd6fht8y	60	19	materials	material	NNS
cord-255762-qd6fht8y	60	20	)	)	-RRB-
cord-255762-qd6fht8y	60	21	has	have	VBZ
cord-255762-qd6fht8y	60	22	a	a	DT
cord-255762-qd6fht8y	60	23	generally	generally	RB
cord-255762-qd6fht8y	60	24	positive	positive	JJ
cord-255762-qd6fht8y	60	25	and	and	CC
cord-255762-qd6fht8y	60	26	significant	significant	JJ
cord-255762-qd6fht8y	60	27	effect	effect	NN
cord-255762-qd6fht8y	60	28	on	on	IN
cord-255762-qd6fht8y	60	29	competence	competence	NN
cord-255762-qd6fht8y	60	30	in	in	IN
cord-255762-qd6fht8y	60	31	managing	manage	VBG
cord-255762-qd6fht8y	60	32	procurement	procurement	NN
cord-255762-qd6fht8y	60	33	efficiently	efficiently	RB
cord-255762-qd6fht8y	60	34	.	.	.
cord-255762-qd6fht8y	61	1	Furthermore	furthermore	RB
cord-255762-qd6fht8y	61	2	,	,	,
cord-255762-qd6fht8y	61	3	the	the	DT
cord-255762-qd6fht8y	61	4	ratio	ratio	NN
cord-255762-qd6fht8y	61	5	of	of	IN
cord-255762-qd6fht8y	61	6	non	non	JJ
cord-255762-qd6fht8y	61	7	-	-	JJ
cord-255762-qd6fht8y	61	8	health	health	JJ
cord-255762-qd6fht8y	61	9	personnel	personnel	NNS
cord-255762-qd6fht8y	61	10	over	over	IN
cord-255762-qd6fht8y	61	11	total	total	JJ
cord-255762-qd6fht8y	61	12	personnel	personnel	NNS
cord-255762-qd6fht8y	61	13	costs	cost	NNS
cord-255762-qd6fht8y	61	14	drives	drive	VBZ
cord-255762-qd6fht8y	61	15	the	the	DT
cord-255762-qd6fht8y	61	16	overall	overall	JJ
cord-255762-qd6fht8y	61	17	positive	positive	JJ
cord-255762-qd6fht8y	61	18	and	and	CC
cord-255762-qd6fht8y	61	19	significant	significant	JJ
cord-255762-qd6fht8y	61	20	effect	effect	NN
cord-255762-qd6fht8y	61	21	of	of	IN
cord-255762-qd6fht8y	61	22	size	size	NN
cord-255762-qd6fht8y	61	23	on	on	IN
cord-255762-qd6fht8y	61	24	PB	PB	NNP
cord-255762-qd6fht8y	61	25	competence	competence	NN
cord-255762-qd6fht8y	61	26	.	.	.
cord-255762-qd6fht8y	62	1	By	by	IN
cord-255762-qd6fht8y	62	2	contrast	contrast	NN
cord-255762-qd6fht8y	62	3	,	,	,
cord-255762-qd6fht8y	62	4	once	once	RB
cord-255762-qd6fht8y	62	5	PB	PB	NNP
cord-255762-qd6fht8y	62	6	size	size	NN
cord-255762-qd6fht8y	62	7	has	have	VBZ
cord-255762-qd6fht8y	62	8	been	be	VBN
cord-255762-qd6fht8y	62	9	accounted	account	VBN
cord-255762-qd6fht8y	62	10	for	for	IN
cord-255762-qd6fht8y	62	11	,	,	,
cord-255762-qd6fht8y	62	12	overall	overall	JJ
cord-255762-qd6fht8y	62	13	procurement	procurement	NN
cord-255762-qd6fht8y	62	14	expenses	expense	NNS
cord-255762-qd6fht8y	62	15	for	for	IN
cord-255762-qd6fht8y	62	16	health	health	NN
cord-255762-qd6fht8y	62	17	-	-	HYPH
cord-255762-qd6fht8y	62	18	related	relate	VBN
cord-255762-qd6fht8y	62	19	goods	good	NNS
cord-255762-qd6fht8y	62	20	push	push	VBP
cord-255762-qd6fht8y	62	21	competence	competence	NN
cord-255762-qd6fht8y	62	22	down	down	RB
cord-255762-qd6fht8y	62	23	,	,	,
cord-255762-qd6fht8y	62	24	in	in	IN
cord-255762-qd6fht8y	62	25	line	line	NN
cord-255762-qd6fht8y	62	26	with	with	IN
cord-255762-qd6fht8y	62	27	the	the	DT
cord-255762-qd6fht8y	62	28	definition	definition	NN
cord-255762-qd6fht8y	62	29	of	of	IN
cord-255762-qd6fht8y	62	30	PB	PB	NNP
cord-255762-qd6fht8y	62	31	competence	competence	NN
cord-255762-qd6fht8y	62	32	we	-PRON-	PRP
cord-255762-qd6fht8y	62	33	adopted	adopt	VBD
cord-255762-qd6fht8y	62	34	in	in	IN
cord-255762-qd6fht8y	62	35	this	this	DT
cord-255762-qd6fht8y	62	36	paper	paper	NN
cord-255762-qd6fht8y	62	37	.	.	.
cord-255762-qd6fht8y	63	1	Regarding	regard	VBG
cord-255762-qd6fht8y	63	2	organizational	organizational	JJ
cord-255762-qd6fht8y	63	3	characteristics	characteristic	NNS
cord-255762-qd6fht8y	63	4	,	,	,
cord-255762-qd6fht8y	63	5	our	-PRON-	PRP$
cord-255762-qd6fht8y	63	6	results	result	NNS
cord-255762-qd6fht8y	63	7	indicate	indicate	VBP
cord-255762-qd6fht8y	63	8	significant	significant	JJ
cord-255762-qd6fht8y	63	9	differences	difference	NNS
cord-255762-qd6fht8y	63	10	in	in	IN
cord-255762-qd6fht8y	63	11	purchasing	purchase	VBG
cord-255762-qd6fht8y	63	12	medical	medical	JJ
cord-255762-qd6fht8y	63	13	technology	technology	NN
cord-255762-qd6fht8y	63	14	between	between	IN
cord-255762-qd6fht8y	63	15	local	local	JJ
cord-255762-qd6fht8y	63	16	public	public	JJ
cord-255762-qd6fht8y	63	17	healthcare	healthcare	NN
cord-255762-qd6fht8y	63	18	units	unit	NNS
cord-255762-qd6fht8y	63	19	and	and	CC
cord-255762-qd6fht8y	63	20	hospitals	hospital	NNS
cord-255762-qd6fht8y	63	21	,	,	,
cord-255762-qd6fht8y	63	22	with	with	IN
cord-255762-qd6fht8y	63	23	higher	high	JJR
cord-255762-qd6fht8y	63	24	prices	price	NNS
cord-255762-qd6fht8y	63	25	paid	pay	VBN
cord-255762-qd6fht8y	63	26	for	for	IN
cord-255762-qd6fht8y	63	27	standard	standard	JJ
cord-255762-qd6fht8y	63	28	medical	medical	JJ
cord-255762-qd6fht8y	63	29	devices	device	NNS
cord-255762-qd6fht8y	63	30	by	by	IN
cord-255762-qd6fht8y	63	31	the	the	DT
cord-255762-qd6fht8y	63	32	former	former	JJ
cord-255762-qd6fht8y	63	33	.	.	.
cord-255762-qd6fht8y	64	1	Comparing	compare	VBG
cord-255762-qd6fht8y	64	2	the	the	DT
cord-255762-qd6fht8y	64	3	period	period	NN
cord-255762-qd6fht8y	64	4	of	of	IN
cord-255762-qd6fht8y	64	5	reference	reference	NN
cord-255762-qd6fht8y	64	6	pricing	pricing	NN
cord-255762-qd6fht8y	64	7	during	during	IN
cord-255762-qd6fht8y	64	8	which	which	WDT
cord-255762-qd6fht8y	64	9	PB	PB	NNP
cord-255762-qd6fht8y	64	10	discretion	discretion	NN
cord-255762-qd6fht8y	64	11	was	be	VBD
cord-255762-qd6fht8y	64	12	restricted	restrict	VBN
cord-255762-qd6fht8y	64	13	with	with	IN
cord-255762-qd6fht8y	64	14	the	the	DT
cord-255762-qd6fht8y	64	15	period	period	NN
cord-255762-qd6fht8y	64	16	after	after	IN
cord-255762-qd6fht8y	64	17	the	the	DT
cord-255762-qd6fht8y	64	18	removal	removal	NN
cord-255762-qd6fht8y	64	19	of	of	IN
cord-255762-qd6fht8y	64	20	reference	reference	NN
cord-255762-qd6fht8y	64	21	pricing	pricing	NN
cord-255762-qd6fht8y	64	22	suggests	suggest	VBZ
cord-255762-qd6fht8y	64	23	that	that	IN
cord-255762-qd6fht8y	64	24	this	this	DT
cord-255762-qd6fht8y	64	25	policy	policy	NN
cord-255762-qd6fht8y	64	26	reduced	reduce	VBN
cord-255762-qd6fht8y	64	27	price	price	NN
cord-255762-qd6fht8y	64	28	dispersion	dispersion	NN
cord-255762-qd6fht8y	64	29	,	,	,
cord-255762-qd6fht8y	64	30	but	but	CC
cord-255762-qd6fht8y	64	31	had	have	VBD
cord-255762-qd6fht8y	64	32	a	a	DT
cord-255762-qd6fht8y	64	33	non	non	JJ
cord-255762-qd6fht8y	64	34	-	-	JJ
cord-255762-qd6fht8y	64	35	linear	linear	JJ
cord-255762-qd6fht8y	64	36	effect	effect	NN
cord-255762-qd6fht8y	64	37	on	on	IN
cord-255762-qd6fht8y	64	38	PB	PB	NNP
cord-255762-qd6fht8y	64	39	competence	competence	NN
cord-255762-qd6fht8y	64	40	to	to	TO
cord-255762-qd6fht8y	64	41	purchase	purchase	VB
cord-255762-qd6fht8y	64	42	efficiently	efficiently	RB
cord-255762-qd6fht8y	64	43	.	.	.
cord-255762-qd6fht8y	65	1	Indeed	indeed	RB
cord-255762-qd6fht8y	65	2	,	,	,
cord-255762-qd6fht8y	65	3	reference	reference	NN
cord-255762-qd6fht8y	65	4	pricing	pricing	NN
cord-255762-qd6fht8y	65	5	increased	increase	VBD
cord-255762-qd6fht8y	65	6	the	the	DT
cord-255762-qd6fht8y	65	7	average	average	JJ
cord-255762-qd6fht8y	65	8	prices	price	NNS
cord-255762-qd6fht8y	65	9	paid	pay	VBN
cord-255762-qd6fht8y	65	10	by	by	IN
cord-255762-qd6fht8y	65	11	highly	highly	RB
cord-255762-qd6fht8y	65	12	competent	competent	JJ
cord-255762-qd6fht8y	65	13	PBs	pb	NNS
cord-255762-qd6fht8y	65	14	and	and	CC
cord-255762-qd6fht8y	65	15	reduced	reduce	VBD
cord-255762-qd6fht8y	65	16	the	the	DT
cord-255762-qd6fht8y	65	17	prices	price	NNS
cord-255762-qd6fht8y	65	18	paid	pay	VBN
cord-255762-qd6fht8y	65	19	by	by	IN
cord-255762-qd6fht8y	65	20	PBs	pb	NNS
cord-255762-qd6fht8y	65	21	with	with	IN
cord-255762-qd6fht8y	65	22	lower	low	JJR
cord-255762-qd6fht8y	65	23	competence	competence	NN
cord-255762-qd6fht8y	65	24	.	.	.
cord-255762-qd6fht8y	66	1	When	when	WRB
cord-255762-qd6fht8y	66	2	reference	reference	NN
cord-255762-qd6fht8y	66	3	prices	price	NNS
cord-255762-qd6fht8y	66	4	were	be	VBD
cord-255762-qd6fht8y	66	5	in	in	IN
cord-255762-qd6fht8y	66	6	force	force	NN
cord-255762-qd6fht8y	66	7	,	,	,
cord-255762-qd6fht8y	66	8	the	the	DT
cord-255762-qd6fht8y	66	9	main	main	JJ
cord-255762-qd6fht8y	66	10	determinants	determinant	NNS
cord-255762-qd6fht8y	66	11	of	of	IN
cord-255762-qd6fht8y	66	12	PB	PB	NNP
cord-255762-qd6fht8y	66	13	competence	competence	NN
cord-255762-qd6fht8y	66	14	decreased	decrease	VBD
cord-255762-qd6fht8y	66	15	in	in	IN
cord-255762-qd6fht8y	66	16	magnitude	magnitude	NN
cord-255762-qd6fht8y	66	17	or	or	CC
cord-255762-qd6fht8y	66	18	lost	lose	VBN
cord-255762-qd6fht8y	66	19	their	-PRON-	PRP$
cord-255762-qd6fht8y	66	20	overall	overall	JJ
cord-255762-qd6fht8y	66	21	significance	significance	NN
cord-255762-qd6fht8y	66	22	,	,	,
cord-255762-qd6fht8y	66	23	reducing	reduce	VBG
cord-255762-qd6fht8y	66	24	the	the	DT
cord-255762-qd6fht8y	66	25	disparity	disparity	NN
cord-255762-qd6fht8y	66	26	between	between	IN
cord-255762-qd6fht8y	66	27	PBs	PBs	NNP
cord-255762-qd6fht8y	66	28	,	,	,
cord-255762-qd6fht8y	66	29	with	with	IN
cord-255762-qd6fht8y	66	30	observations	observation	NNS
cord-255762-qd6fht8y	66	31	moving	move	VBG
cord-255762-qd6fht8y	66	32	towards	towards	IN
cord-255762-qd6fht8y	66	33	an	an	DT
cord-255762-qd6fht8y	66	34	average	average	JJ
cord-255762-qd6fht8y	66	35	value	value	NN
cord-255762-qd6fht8y	66	36	.	.	.
cord-255762-qd6fht8y	67	1	In	in	IN
cord-255762-qd6fht8y	67	2	a	a	DT
cord-255762-qd6fht8y	67	3	period	period	NN
cord-255762-qd6fht8y	67	4	in	in	IN
cord-255762-qd6fht8y	67	5	which	which	WDT
cord-255762-qd6fht8y	67	6	,	,	,
cord-255762-qd6fht8y	67	7	in	in	IN
cord-255762-qd6fht8y	67	8	many	many	JJ
cord-255762-qd6fht8y	67	9	countries	country	NNS
cord-255762-qd6fht8y	67	10	,	,	,
cord-255762-qd6fht8y	67	11	regulatory	regulatory	JJ
cord-255762-qd6fht8y	67	12	policies	policy	NNS
cord-255762-qd6fht8y	67	13	for	for	IN
cord-255762-qd6fht8y	67	14	medical	medical	JJ
cord-255762-qd6fht8y	67	15	device	device	NN
cord-255762-qd6fht8y	67	16	are	be	VBP
cord-255762-qd6fht8y	67	17	often	often	RB
cord-255762-qd6fht8y	67	18	set	set	VBN
cord-255762-qd6fht8y	67	19	to	to	TO
cord-255762-qd6fht8y	67	20	improve	improve	VB
cord-255762-qd6fht8y	67	21	procurement	procurement	NN
cord-255762-qd6fht8y	67	22	efficiency	efficiency	NN
cord-255762-qd6fht8y	67	23	,	,	,
cord-255762-qd6fht8y	67	24	such	such	PDT
cord-255762-qd6fht8y	67	25	a	a	DT
cord-255762-qd6fht8y	67	26	non	non	JJ
cord-255762-qd6fht8y	67	27	-	-	JJ
cord-255762-qd6fht8y	67	28	linear	linear	JJ
cord-255762-qd6fht8y	67	29	effect	effect	NN
cord-255762-qd6fht8y	67	30	calls	call	VBZ
cord-255762-qd6fht8y	67	31	for	for	IN
cord-255762-qd6fht8y	67	32	the	the	DT
cord-255762-qd6fht8y	67	33	careful	careful	JJ
cord-255762-qd6fht8y	67	34	adoption	adoption	NN
cord-255762-qd6fht8y	67	35	of	of	IN
cord-255762-qd6fht8y	67	36	measures	measure	NNS
cord-255762-qd6fht8y	67	37	that	that	WDT
cord-255762-qd6fht8y	67	38	evenly	evenly	RB
cord-255762-qd6fht8y	67	39	affect	affect	VBP
cord-255762-qd6fht8y	67	40	PBs	pb	NNS
cord-255762-qd6fht8y	67	41	in	in	IN
cord-255762-qd6fht8y	67	42	the	the	DT
cord-255762-qd6fht8y	67	43	healthcare	healthcare	NN
cord-255762-qd6fht8y	67	44	system	system	NN
cord-255762-qd6fht8y	67	45	and	and	CC
cord-255762-qd6fht8y	67	46	their	-PRON-	PRP$
cord-255762-qd6fht8y	67	47	discretion	discretion	NN
cord-255762-qd6fht8y	67	48	in	in	IN
cord-255762-qd6fht8y	67	49	managing	manage	VBG
cord-255762-qd6fht8y	67	50	purchasing	purchasing	NN
cord-255762-qd6fht8y	67	51	procedures	procedure	NNS
cord-255762-qd6fht8y	67	52	.	.	.
cord-255762-qd6fht8y	68	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	68	2	study	study	NN
cord-255762-qd6fht8y	68	3	contributes	contribute	VBZ
cord-255762-qd6fht8y	68	4	mainly	mainly	RB
cord-255762-qd6fht8y	68	5	to	to	IN
cord-255762-qd6fht8y	68	6	three	three	CD
cord-255762-qd6fht8y	68	7	strands	strand	NNS
cord-255762-qd6fht8y	68	8	of	of	IN
cord-255762-qd6fht8y	68	9	economic	economic	JJ
cord-255762-qd6fht8y	68	10	literature	literature	NN
cord-255762-qd6fht8y	68	11	.	.	.
cord-255762-qd6fht8y	69	1	The	the	DT
cord-255762-qd6fht8y	69	2	first	first	JJ
cord-255762-qd6fht8y	69	3	is	be	VBZ
cord-255762-qd6fht8y	69	4	the	the	DT
cord-255762-qd6fht8y	69	5	empirical	empirical	JJ
cord-255762-qd6fht8y	69	6	literature	literature	NN
cord-255762-qd6fht8y	69	7	on	on	IN
cord-255762-qd6fht8y	69	8	the	the	DT
cord-255762-qd6fht8y	69	9	effect	effect	NN
cord-255762-qd6fht8y	69	10	of	of	IN
cord-255762-qd6fht8y	69	11	PB	PB	NNP
cord-255762-qd6fht8y	69	12	discretion	discretion	NN
cord-255762-qd6fht8y	69	13	on	on	IN
cord-255762-qd6fht8y	69	14	purchasing	purchase	VBG
cord-255762-qd6fht8y	69	15	activities	activity	NNS
cord-255762-qd6fht8y	69	16	.	.	.
cord-255762-qd6fht8y	70	1	Di	Di	NNP
cord-255762-qd6fht8y	70	2	Tella	Tella	NNP
cord-255762-qd6fht8y	70	3	and	and	CC
cord-255762-qd6fht8y	70	4	Schargrodsky	Schargrodsky	NNP
cord-255762-qd6fht8y	70	5	(	(	-LRB-
cord-255762-qd6fht8y	70	6	2003	2003	CD
cord-255762-qd6fht8y	70	7	)	)	-RRB-
cord-255762-qd6fht8y	70	8	investigate	investigate	VB
cord-255762-qd6fht8y	70	9	the	the	DT
cord-255762-qd6fht8y	70	10	prices	price	NNS
cord-255762-qd6fht8y	70	11	of	of	IN
cord-255762-qd6fht8y	70	12	standard	standard	JJ
cord-255762-qd6fht8y	70	13	medical	medical	JJ
cord-255762-qd6fht8y	70	14	devices	device	NNS
cord-255762-qd6fht8y	70	15	following	follow	VBG
cord-255762-qd6fht8y	70	16	the	the	DT
cord-255762-qd6fht8y	70	17	introduction	introduction	NN
cord-255762-qd6fht8y	70	18	of	of	IN
cord-255762-qd6fht8y	70	19	a	a	DT
cord-255762-qd6fht8y	70	20	strict	strict	JJ
cord-255762-qd6fht8y	70	21	monitoring	monitoring	NN
cord-255762-qd6fht8y	70	22	policy	policy	NN
cord-255762-qd6fht8y	70	23	for	for	IN
cord-255762-qd6fht8y	70	24	hospital	hospital	NN
cord-255762-qd6fht8y	70	25	purchases	purchase	NNS
cord-255762-qd6fht8y	70	26	in	in	IN
cord-255762-qd6fht8y	70	27	Buenos	Buenos	NNP
cord-255762-qd6fht8y	70	28	Aires	Aires	NNP
cord-255762-qd6fht8y	70	29	.	.	.
cord-255762-qd6fht8y	71	1	They	-PRON-	PRP
cord-255762-qd6fht8y	71	2	estimate	estimate	VBP
cord-255762-qd6fht8y	71	3	a	a	DT
cord-255762-qd6fht8y	71	4	10	10	CD
cord-255762-qd6fht8y	71	5	%	%	NN
cord-255762-qd6fht8y	71	6	reduction	reduction	NN
cord-255762-qd6fht8y	71	7	in	in	IN
cord-255762-qd6fht8y	71	8	the	the	DT
cord-255762-qd6fht8y	71	9	average	average	JJ
cord-255762-qd6fht8y	71	10	prices	price	NNS
cord-255762-qd6fht8y	71	11	paid	pay	VBN
cord-255762-qd6fht8y	71	12	by	by	IN
cord-255762-qd6fht8y	71	13	hospitals	hospital	NNS
cord-255762-qd6fht8y	71	14	because	because	IN
cord-255762-qd6fht8y	71	15	of	of	IN
cord-255762-qd6fht8y	71	16	the	the	DT
cord-255762-qd6fht8y	71	17	crackdown	crackdown	NN
cord-255762-qd6fht8y	71	18	.	.	.
cord-255762-qd6fht8y	72	1	5	5	LS
cord-255762-qd6fht8y	73	1	Similarly	similarly	RB
cord-255762-qd6fht8y	73	2	to	to	IN
cord-255762-qd6fht8y	73	3	these	these	DT
cord-255762-qd6fht8y	73	4	authors	author	NNS
cord-255762-qd6fht8y	73	5	,	,	,
cord-255762-qd6fht8y	73	6	we	-PRON-	PRP
cord-255762-qd6fht8y	73	7	investigate	investigate	VBP
cord-255762-qd6fht8y	73	8	the	the	DT
cord-255762-qd6fht8y	73	9	effects	effect	NNS
cord-255762-qd6fht8y	73	10	of	of	IN
cord-255762-qd6fht8y	73	11	a	a	DT
cord-255762-qd6fht8y	73	12	policy	policy	NN
cord-255762-qd6fht8y	73	13	to	to	TO
cord-255762-qd6fht8y	73	14	reduce	reduce	VB
cord-255762-qd6fht8y	73	15	public	public	JJ
cord-255762-qd6fht8y	73	16	procurement	procurement	NN
cord-255762-qd6fht8y	73	17	expenditure	expenditure	NN
cord-255762-qd6fht8y	73	18	for	for	IN
cord-255762-qd6fht8y	73	19	standard	standard	JJ
cord-255762-qd6fht8y	73	20	medical	medical	JJ
cord-255762-qd6fht8y	73	21	devices	device	NNS
cord-255762-qd6fht8y	73	22	.	.	.
cord-255762-qd6fht8y	74	1	By	by	IN
cord-255762-qd6fht8y	74	2	exploiting	exploit	VBG
cord-255762-qd6fht8y	74	3	exogenous	exogenous	JJ
cord-255762-qd6fht8y	74	4	changes	change	NNS
cord-255762-qd6fht8y	74	5	in	in	IN
cord-255762-qd6fht8y	74	6	the	the	DT
cord-255762-qd6fht8y	74	7	size	size	NN
cord-255762-qd6fht8y	74	8	(	(	-LRB-
cord-255762-qd6fht8y	74	9	i.e.	i.e.	FW
cord-255762-qd6fht8y	74	10	threshold	threshold	NN
cord-255762-qd6fht8y	74	11	value	value	NN
cord-255762-qd6fht8y	74	12	)	)	-RRB-
cord-255762-qd6fht8y	74	13	of	of	IN
cord-255762-qd6fht8y	74	14	the	the	DT
cord-255762-qd6fht8y	74	15	public	public	NN
cord-255762-qd6fht8y	74	16	works	work	VBZ
cord-255762-qd6fht8y	74	17	tenders	tender	NNS
cord-255762-qd6fht8y	74	18	in	in	IN
cord-255762-qd6fht8y	74	19	which	which	WDT
cord-255762-qd6fht8y	74	20	PBs	pb	NNS
cord-255762-qd6fht8y	74	21	are	be	VBP
cord-255762-qd6fht8y	74	22	granted	grant	VBN
cord-255762-qd6fht8y	74	23	larger	large	JJR
cord-255762-qd6fht8y	74	24	degrees	degree	NNS
cord-255762-qd6fht8y	74	25	of	of	IN
cord-255762-qd6fht8y	74	26	discretion	discretion	NN
cord-255762-qd6fht8y	74	27	in	in	IN
cord-255762-qd6fht8y	74	28	managing	manage	VBG
cord-255762-qd6fht8y	74	29	procedures	procedure	NNS
cord-255762-qd6fht8y	74	30	,	,	,
cord-255762-qd6fht8y	74	31	recent	recent	JJ
cord-255762-qd6fht8y	74	32	studies	study	NNS
cord-255762-qd6fht8y	74	33	have	have	VBP
cord-255762-qd6fht8y	74	34	focussed	focusse	VBN
cord-255762-qd6fht8y	74	35	on	on	IN
cord-255762-qd6fht8y	74	36	the	the	DT
cord-255762-qd6fht8y	74	37	effect	effect	NN
cord-255762-qd6fht8y	74	38	of	of	IN
cord-255762-qd6fht8y	74	39	PB	PB	NNP
cord-255762-qd6fht8y	74	40	discretion	discretion	NN
cord-255762-qd6fht8y	74	41	on	on	IN
cord-255762-qd6fht8y	74	42	procurement	procurement	NN
cord-255762-qd6fht8y	74	43	performance	performance	NN
cord-255762-qd6fht8y	74	44	(	(	-LRB-
cord-255762-qd6fht8y	74	45	Palguta	Palguta	NNP
cord-255762-qd6fht8y	74	46	and	and	CC
cord-255762-qd6fht8y	74	47	Pertold	Pertold	NNP
cord-255762-qd6fht8y	74	48	,	,	,
cord-255762-qd6fht8y	74	49	2017	2017	CD
cord-255762-qd6fht8y	74	50	;	;	:
cord-255762-qd6fht8y	74	51	Baltrunaite	Baltrunaite	NNP
cord-255762-qd6fht8y	74	52	et	et	NNP
cord-255762-qd6fht8y	74	53	al	al	NNP
cord-255762-qd6fht8y	74	54	.	.	.
cord-255762-qd6fht8y	74	55	2018	2018	CD
cord-255762-qd6fht8y	74	56	;	;	:
cord-255762-qd6fht8y	74	57	)	)	-RRB-
cord-255762-qd6fht8y	74	58	.	.	.
cord-255762-qd6fht8y	75	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	75	2	work	work	NN
cord-255762-qd6fht8y	75	3	differs	differ	VBZ
cord-255762-qd6fht8y	75	4	from	from	IN
cord-255762-qd6fht8y	75	5	these	these	DT
cord-255762-qd6fht8y	75	6	as	as	IN
cord-255762-qd6fht8y	75	7	our	-PRON-	PRP$
cord-255762-qd6fht8y	75	8	empirical	empirical	JJ
cord-255762-qd6fht8y	75	9	strategy	strategy	NN
cord-255762-qd6fht8y	75	10	is	be	VBZ
cord-255762-qd6fht8y	75	11	able	able	JJ
cord-255762-qd6fht8y	75	12	to	to	TO
cord-255762-qd6fht8y	75	13	isolate	isolate	VB
cord-255762-qd6fht8y	75	14	the	the	DT
cord-255762-qd6fht8y	75	15	net	net	JJ
cord-255762-qd6fht8y	75	16	effect	effect	NN
cord-255762-qd6fht8y	75	17	of	of	IN
cord-255762-qd6fht8y	75	18	reference	reference	NN
cord-255762-qd6fht8y	75	19	prices	price	NNS
cord-255762-qd6fht8y	75	20	on	on	IN
cord-255762-qd6fht8y	75	21	PB	PB	NNP
cord-255762-qd6fht8y	75	22	discretion	discretion	NN
cord-255762-qd6fht8y	75	23	and	and	CC
cord-255762-qd6fht8y	75	24	,	,	,
cord-255762-qd6fht8y	75	25	in	in	IN
cord-255762-qd6fht8y	75	26	turn	turn	NN
cord-255762-qd6fht8y	75	27	,	,	,
cord-255762-qd6fht8y	75	28	on	on	IN
cord-255762-qd6fht8y	75	29	public	public	JJ
cord-255762-qd6fht8y	75	30	expenditure	expenditure	NN
cord-255762-qd6fht8y	75	31	.	.	.
cord-255762-qd6fht8y	76	1	Second	second	RB
cord-255762-qd6fht8y	76	2	,	,	,
cord-255762-qd6fht8y	76	3	we	-PRON-	PRP
cord-255762-qd6fht8y	76	4	add	add	VBP
cord-255762-qd6fht8y	76	5	to	to	IN
cord-255762-qd6fht8y	76	6	the	the	DT
cord-255762-qd6fht8y	76	7	literature	literature	NN
cord-255762-qd6fht8y	76	8	on	on	IN
cord-255762-qd6fht8y	76	9	the	the	DT
cord-255762-qd6fht8y	76	10	role	role	NN
cord-255762-qd6fht8y	76	11	played	play	VBN
cord-255762-qd6fht8y	76	12	by	by	IN
cord-255762-qd6fht8y	76	13	PB	PB	NNP
cord-255762-qd6fht8y	76	14	competence	competence	NN
cord-255762-qd6fht8y	76	15	6	6	CD
cord-255762-qd6fht8y	76	16	to	to	TO
cord-255762-qd6fht8y	76	17	purchase	purchase	VB
cord-255762-qd6fht8y	76	18	goods	good	NNS
cord-255762-qd6fht8y	76	19	or	or	CC
cord-255762-qd6fht8y	76	20	services	service	NNS
cord-255762-qd6fht8y	76	21	and	and	CC
cord-255762-qd6fht8y	76	22	on	on	IN
cord-255762-qd6fht8y	76	23	the	the	DT
cord-255762-qd6fht8y	76	24	related	relate	VBN
cord-255762-qd6fht8y	76	25	regulation	regulation	NN
cord-255762-qd6fht8y	76	26	policies	policy	NNS
cord-255762-qd6fht8y	76	27	.	.	.
cord-255762-qd6fht8y	77	1	By	by	IN
cord-255762-qd6fht8y	77	2	investigating	investigate	VBG
cord-255762-qd6fht8y	77	3	procurement	procurement	NN
cord-255762-qd6fht8y	77	4	performance	performance	NN
cord-255762-qd6fht8y	77	5	as	as	IN
cord-255762-qd6fht8y	77	6	related	relate	VBN
cord-255762-qd6fht8y	77	7	to	to	IN
cord-255762-qd6fht8y	77	8	the	the	DT
cord-255762-qd6fht8y	77	9	competence	competence	NN
cord-255762-qd6fht8y	77	10	of	of	IN
cord-255762-qd6fht8y	77	11	the	the	DT
cord-255762-qd6fht8y	77	12	public	public	JJ
cord-255762-qd6fht8y	77	13	workforce	workforce	NN
cord-255762-qd6fht8y	77	14	,	,	,
cord-255762-qd6fht8y	77	15	a	a	DT
cord-255762-qd6fht8y	77	16	recent	recent	JJ
cord-255762-qd6fht8y	77	17	work	work	NN
cord-255762-qd6fht8y	77	18	by	by	IN
cord-255762-qd6fht8y	77	19	Decarolis	Decarolis	NNP
cord-255762-qd6fht8y	77	20	et	et	FW
cord-255762-qd6fht8y	77	21	al	al	NNP
cord-255762-qd6fht8y	77	22	.	.	.
cord-255762-qd6fht8y	78	1	(	(	-LRB-
cord-255762-qd6fht8y	78	2	2018	2018	CD
cord-255762-qd6fht8y	78	3	)	)	-RRB-
cord-255762-qd6fht8y	78	4	empirically	empirically	RB
cord-255762-qd6fht8y	78	5	assesses	assess	VBZ
cord-255762-qd6fht8y	78	6	the	the	DT
cord-255762-qd6fht8y	78	7	causal	causal	JJ
cord-255762-qd6fht8y	78	8	effect	effect	NN
cord-255762-qd6fht8y	78	9	on	on	IN
cord-255762-qd6fht8y	78	10	US	US	NNP
cord-255762-qd6fht8y	78	11	bureaus	bureaus	NN
cord-255762-qd6fht8y	78	12	.	.	.
cord-255762-qd6fht8y	79	1	Using	use	VBG
cord-255762-qd6fht8y	79	2	an	an	DT
cord-255762-qd6fht8y	79	3	instrumental	instrumental	JJ
cord-255762-qd6fht8y	79	4	variable	variable	JJ
cord-255762-qd6fht8y	79	5	strategy	strategy	NN
cord-255762-qd6fht8y	79	6	and	and	CC
cord-255762-qd6fht8y	79	7	combining	combine	VBG
cord-255762-qd6fht8y	79	8	data	datum	NNS
cord-255762-qd6fht8y	79	9	on	on	IN
cord-255762-qd6fht8y	79	10	office	office	NN
cord-255762-qd6fht8y	79	11	-	-	HYPH
cord-255762-qd6fht8y	79	12	level	level	NN
cord-255762-qd6fht8y	79	13	competencies	competency	NNS
cord-255762-qd6fht8y	79	14	and	and	CC
cord-255762-qd6fht8y	79	15	procurement	procurement	NN
cord-255762-qd6fht8y	79	16	performance	performance	NN
cord-255762-qd6fht8y	79	17	(	(	-LRB-
cord-255762-qd6fht8y	79	18	i.e.	i.e.	FW
cord-255762-qd6fht8y	79	19	cost	cost	NN
cord-255762-qd6fht8y	79	20	and	and	CC
cord-255762-qd6fht8y	79	21	time	time	NN
cord-255762-qd6fht8y	79	22	overruns	overrun	NNS
cord-255762-qd6fht8y	79	23	)	)	-RRB-
cord-255762-qd6fht8y	79	24	,	,	,
cord-255762-qd6fht8y	79	25	the	the	DT
cord-255762-qd6fht8y	79	26	authors	author	NNS
cord-255762-qd6fht8y	79	27	find	find	VBP
cord-255762-qd6fht8y	79	28	that	that	IN
cord-255762-qd6fht8y	79	29	cooperation	cooperation	NN
cord-255762-qd6fht8y	79	30	within	within	IN
cord-255762-qd6fht8y	79	31	the	the	DT
cord-255762-qd6fht8y	79	32	office	office	NN
cord-255762-qd6fht8y	79	33	matters	matter	VBZ
cord-255762-qd6fht8y	79	34	the	the	DT
cord-255762-qd6fht8y	79	35	most	most	JJS
cord-255762-qd6fht8y	79	36	to	to	TO
cord-255762-qd6fht8y	79	37	improve	improve	VB
cord-255762-qd6fht8y	79	38	outcomes	outcome	NNS
cord-255762-qd6fht8y	79	39	.	.	.
cord-255762-qd6fht8y	80	1	Considering	consider	VBG
cord-255762-qd6fht8y	80	2	the	the	DT
cord-255762-qd6fht8y	80	3	price	price	NN
cord-255762-qd6fht8y	80	4	paid	pay	VBN
cord-255762-qd6fht8y	80	5	for	for	IN
cord-255762-qd6fht8y	80	6	standardised	standardised	JJ
cord-255762-qd6fht8y	80	7	goods	good	NNS
cord-255762-qd6fht8y	80	8	and	and	CC
cord-255762-qd6fht8y	80	9	services	service	NNS
cord-255762-qd6fht8y	80	10	by	by	IN
cord-255762-qd6fht8y	80	11	different	different	JJ
cord-255762-qd6fht8y	80	12	classes	class	NNS
cord-255762-qd6fht8y	80	13	of	of	IN
cord-255762-qd6fht8y	80	14	Italian	italian	JJ
cord-255762-qd6fht8y	80	15	PBs	pb	NNS
cord-255762-qd6fht8y	80	16	,	,	,
cord-255762-qd6fht8y	80	17	Bandiera	Bandiera	NNP
cord-255762-qd6fht8y	80	18	et	et	NNP
cord-255762-qd6fht8y	80	19	al	al	NNP
cord-255762-qd6fht8y	80	20	.	.	.
cord-255762-qd6fht8y	81	1	(	(	-LRB-
cord-255762-qd6fht8y	81	2	2009	2009	CD
cord-255762-qd6fht8y	81	3	)	)	-RRB-
cord-255762-qd6fht8y	81	4	find	find	VBP
cord-255762-qd6fht8y	81	5	that	that	IN
cord-255762-qd6fht8y	81	6	the	the	DT
cord-255762-qd6fht8y	81	7	expenditure	expenditure	NN
cord-255762-qd6fht8y	81	8	would	would	MD
cord-255762-qd6fht8y	81	9	be	be	VB
cord-255762-qd6fht8y	81	10	reduced	reduce	VBN
cord-255762-qd6fht8y	81	11	by	by	IN
cord-255762-qd6fht8y	81	12	21	21	CD
cord-255762-qd6fht8y	81	13	%	%	NN
cord-255762-qd6fht8y	81	14	-corresponding	-corresponding	NN
cord-255762-qd6fht8y	81	15	to	to	IN
cord-255762-qd6fht8y	81	16	a	a	DT
cord-255762-qd6fht8y	81	17	saving	saving	NN
cord-255762-qd6fht8y	81	18	of	of	IN
cord-255762-qd6fht8y	81	19	between	between	IN
cord-255762-qd6fht8y	81	20	1.6	1.6	CD
cord-255762-qd6fht8y	81	21	%	%	NN
cord-255762-qd6fht8y	81	22	and	and	CC
cord-255762-qd6fht8y	81	23	2.1	2.1	CD
cord-255762-qd6fht8y	81	24	%	%	NN
cord-255762-qd6fht8y	81	25	of	of	IN
cord-255762-qd6fht8y	81	26	the	the	DT
cord-255762-qd6fht8y	81	27	Italian	italian	JJ
cord-255762-qd6fht8y	81	28	GDP	GDP	NNP
cord-255762-qd6fht8y	81	29	-if	-if	ADD
cord-255762-qd6fht8y	82	1	all	all	DT
cord-255762-qd6fht8y	82	2	PBs	PBs	NNPS
cord-255762-qd6fht8y	82	3	paid	pay	VBD
cord-255762-qd6fht8y	82	4	the	the	DT
cord-255762-qd6fht8y	82	5	same	same	JJ
cord-255762-qd6fht8y	82	6	prices	price	NNS
cord-255762-qd6fht8y	82	7	as	as	IN
cord-255762-qd6fht8y	82	8	the	the	DT
cord-255762-qd6fht8y	82	9	PBs	PBs	NNPS
cord-255762-qd6fht8y	82	10	at	at	IN
cord-255762-qd6fht8y	82	11	the	the	DT
cord-255762-qd6fht8y	82	12	tenth	tenth	JJ
cord-255762-qd6fht8y	82	13	percentile	percentile	NN
cord-255762-qd6fht8y	82	14	.	.	.
cord-255762-qd6fht8y	83	1	These	these	DT
cord-255762-qd6fht8y	83	2	authors	author	NNS
cord-255762-qd6fht8y	83	3	also	also	RB
cord-255762-qd6fht8y	83	4	found	find	VBD
cord-255762-qd6fht8y	83	5	that	that	IN
cord-255762-qd6fht8y	83	6	at	at	RB
cord-255762-qd6fht8y	83	7	least	least	RBS
cord-255762-qd6fht8y	83	8	82	82	CD
cord-255762-qd6fht8y	83	9	%	%	NN
cord-255762-qd6fht8y	83	10	of	of	IN
cord-255762-qd6fht8y	83	11	the	the	DT
cord-255762-qd6fht8y	83	12	estimated	estimate	VBN
cord-255762-qd6fht8y	83	13	waste	waste	NN
cord-255762-qd6fht8y	83	14	is	be	VBZ
cord-255762-qd6fht8y	83	15	related	relate	VBN
cord-255762-qd6fht8y	83	16	to	to	IN
cord-255762-qd6fht8y	83	17	bureaucratic	bureaucratic	JJ
cord-255762-qd6fht8y	83	18	inefficiency	inefficiency	NN
cord-255762-qd6fht8y	83	19	.	.	.
cord-255762-qd6fht8y	84	1	Using	use	VBG
cord-255762-qd6fht8y	84	2	a	a	DT
cord-255762-qd6fht8y	84	3	large	large	JJ
cord-255762-qd6fht8y	84	4	dataset	dataset	NN
cord-255762-qd6fht8y	84	5	for	for	IN
cord-255762-qd6fht8y	84	6	Russian	russian	JJ
cord-255762-qd6fht8y	84	7	procurement	procurement	NN
cord-255762-qd6fht8y	84	8	in	in	IN
cord-255762-qd6fht8y	84	9	2011	2011	CD
cord-255762-qd6fht8y	84	10	-	-	SYM
cord-255762-qd6fht8y	84	11	2015	2015	CD
cord-255762-qd6fht8y	84	12	,	,	,
cord-255762-qd6fht8y	84	13	Best	Best	NNP
cord-255762-qd6fht8y	84	14	et	et	NNP
cord-255762-qd6fht8y	84	15	al	al	NNP
cord-255762-qd6fht8y	84	16	.	.	.
cord-255762-qd6fht8y	85	1	(	(	-LRB-
cord-255762-qd6fht8y	85	2	2017	2017	CD
cord-255762-qd6fht8y	85	3	)	)	-RRB-
cord-255762-qd6fht8y	85	4	estimated	estimate	VBD
cord-255762-qd6fht8y	85	5	that	that	IN
cord-255762-qd6fht8y	85	6	60	60	CD
cord-255762-qd6fht8y	85	7	%	%	NN
cord-255762-qd6fht8y	85	8	of	of	IN
cord-255762-qd6fht8y	85	9	within	within	IN
cord-255762-qd6fht8y	85	10	-	-	HYPH
cord-255762-qd6fht8y	85	11	product	product	NN
cord-255762-qd6fht8y	85	12	purchase	purchase	NN
cord-255762-qd6fht8y	85	13	price	price	NN
cord-255762-qd6fht8y	85	14	variation	variation	NN
cord-255762-qd6fht8y	85	15	over	over	IN
cord-255762-qd6fht8y	85	16	16	16	CD
cord-255762-qd6fht8y	85	17	million	million	CD
cord-255762-qd6fht8y	85	18	purchases	purchase	NNS
cord-255762-qd6fht8y	85	19	was	be	VBD
cord-255762-qd6fht8y	85	20	due	due	JJ
cord-255762-qd6fht8y	85	21	to	to	IN
cord-255762-qd6fht8y	85	22	bureaucratic	bureaucratic	JJ
cord-255762-qd6fht8y	85	23	(	(	-LRB-
cord-255762-qd6fht8y	85	24	in)competence	in)competence	NN
cord-255762-qd6fht8y	85	25	.	.	.
cord-255762-qd6fht8y	86	1	Moreover	moreover	RB
cord-255762-qd6fht8y	86	2	,	,	,
cord-255762-qd6fht8y	86	3	investigating	investigate	VBG
cord-255762-qd6fht8y	86	4	a	a	DT
cord-255762-qd6fht8y	86	5	specific	specific	JJ
cord-255762-qd6fht8y	86	6	procurement	procurement	NN
cord-255762-qd6fht8y	86	7	policy	policy	NN
cord-255762-qd6fht8y	86	8	which	which	WDT
cord-255762-qd6fht8y	86	9	sets	set	VBZ
cord-255762-qd6fht8y	86	10	preferences	preference	NNS
cord-255762-qd6fht8y	86	11	for	for	IN
cord-255762-qd6fht8y	86	12	domestic	domestic	JJ
cord-255762-qd6fht8y	86	13	firms	firm	NNS
cord-255762-qd6fht8y	86	14	,	,	,
cord-255762-qd6fht8y	86	15	these	these	DT
cord-255762-qd6fht8y	86	16	authors	author	NNS
cord-255762-qd6fht8y	86	17	show	show	VBP
cord-255762-qd6fht8y	86	18	that	that	IN
cord-255762-qd6fht8y	86	19	its	-PRON-	PRP$
cord-255762-qd6fht8y	86	20	optimal	optimal	JJ
cord-255762-qd6fht8y	86	21	design	design	NN
cord-255762-qd6fht8y	86	22	depends	depend	VBZ
cord-255762-qd6fht8y	86	23	on	on	IN
cord-255762-qd6fht8y	86	24	how	how	WRB
cord-255762-qd6fht8y	86	25	effective	effective	JJ
cord-255762-qd6fht8y	86	26	the	the	DT
cord-255762-qd6fht8y	86	27	purchasers	purchaser	NNS
cord-255762-qd6fht8y	86	28	are	be	VBP
cord-255762-qd6fht8y	86	29	in	in	IN
cord-255762-qd6fht8y	86	30	implementing	implement	VBG
cord-255762-qd6fht8y	86	31	the	the	DT
cord-255762-qd6fht8y	86	32	policy	policy	NN
cord-255762-qd6fht8y	86	33	itself	-PRON-	PRP
cord-255762-qd6fht8y	86	34	.	.	.
cord-255762-qd6fht8y	87	1	To	to	IN
cord-255762-qd6fht8y	87	2	these	these	DT
cord-255762-qd6fht8y	87	3	studies	study	NNS
cord-255762-qd6fht8y	87	4	,	,	,
cord-255762-qd6fht8y	87	5	we	-PRON-	PRP
cord-255762-qd6fht8y	87	6	add	add	VBP
cord-255762-qd6fht8y	87	7	the	the	DT
cord-255762-qd6fht8y	87	8	novel	novel	JJ
cord-255762-qd6fht8y	87	9	approach	approach	NN
cord-255762-qd6fht8y	87	10	of	of	IN
cord-255762-qd6fht8y	87	11	measuring	measure	VBG
cord-255762-qd6fht8y	87	12	PB	PB	NNP
cord-255762-qd6fht8y	87	13	competence	competence	NN
cord-255762-qd6fht8y	87	14	and	and	CC
cord-255762-qd6fht8y	87	15	its	-PRON-	PRP$
cord-255762-qd6fht8y	87	16	effects	effect	NNS
cord-255762-qd6fht8y	87	17	in	in	IN
cord-255762-qd6fht8y	87	18	managing	manage	VBG
cord-255762-qd6fht8y	87	19	the	the	DT
cord-255762-qd6fht8y	87	20	procurement	procurement	NN
cord-255762-qd6fht8y	87	21	of	of	IN
cord-255762-qd6fht8y	87	22	standard	standard	JJ
cord-255762-qd6fht8y	87	23	devices	device	NNS
cord-255762-qd6fht8y	87	24	in	in	IN
cord-255762-qd6fht8y	87	25	the	the	DT
cord-255762-qd6fht8y	87	26	healthcare	healthcare	NN
cord-255762-qd6fht8y	87	27	sector	sector	NN
cord-255762-qd6fht8y	87	28	.	.	.
cord-255762-qd6fht8y	88	1	Finally	finally	RB
cord-255762-qd6fht8y	88	2	,	,	,
cord-255762-qd6fht8y	88	3	we	-PRON-	PRP
cord-255762-qd6fht8y	88	4	contribute	contribute	VBP
cord-255762-qd6fht8y	88	5	to	to	IN
cord-255762-qd6fht8y	88	6	the	the	DT
cord-255762-qd6fht8y	88	7	literature	literature	NN
cord-255762-qd6fht8y	88	8	on	on	IN
cord-255762-qd6fht8y	88	9	medical	medical	JJ
cord-255762-qd6fht8y	88	10	technology	technology	NN
cord-255762-qd6fht8y	88	11	procurement	procurement	NN
cord-255762-qd6fht8y	88	12	(	(	-LRB-
cord-255762-qd6fht8y	88	13	Laing	Laing	NNP
cord-255762-qd6fht8y	88	14	and	and	CC
cord-255762-qd6fht8y	88	15	Lian	Lian	NNP
cord-255762-qd6fht8y	88	16	,	,	,
cord-255762-qd6fht8y	88	17	2004	2004	CD
cord-255762-qd6fht8y	88	18	;	;	:
cord-255762-qd6fht8y	88	19	Sorenson	Sorenson	NNP
cord-255762-qd6fht8y	88	20	and	and	CC
cord-255762-qd6fht8y	88	21	Kanavos	Kanavos	NNP
cord-255762-qd6fht8y	88	22	,	,	,
cord-255762-qd6fht8y	88	23	2011	2011	CD
cord-255762-qd6fht8y	88	24	;	;	:
cord-255762-qd6fht8y	88	25	Grennan	Grennan	NNP
cord-255762-qd6fht8y	88	26	2013	2013	CD
cord-255762-qd6fht8y	88	27	Grennan	Grennan	NNP
cord-255762-qd6fht8y	88	28	,	,	,
cord-255762-qd6fht8y	88	29	2014	2014	CD
cord-255762-qd6fht8y	88	30	Kastanioti	Kastanioti	NNP
cord-255762-qd6fht8y	88	31	et	et	NNP
cord-255762-qd6fht8y	88	32	al	al	NNP
cord-255762-qd6fht8y	88	33	.	.	NNP
cord-255762-qd6fht8y	88	34	2013	2013	CD
cord-255762-qd6fht8y	88	35	;	;	:
cord-255762-qd6fht8y	88	36	Grennan	Grennan	NNP
cord-255762-qd6fht8y	88	37	and	and	CC
cord-255762-qd6fht8y	88	38	Swanson	Swanson	NNP
cord-255762-qd6fht8y	88	39	,	,	,
cord-255762-qd6fht8y	88	40	2014	2014	CD
cord-255762-qd6fht8y	88	41	;	;	:
cord-255762-qd6fht8y	88	42	den	den	NNP
cord-255762-qd6fht8y	88	43	Ambtman	Ambtman	NNP
cord-255762-qd6fht8y	88	44	et	et	NNP
cord-255762-qd6fht8y	88	45	al	al	NNP
cord-255762-qd6fht8y	88	46	.	.	NNP
cord-255762-qd6fht8y	88	47	2020	2020	CD
cord-255762-qd6fht8y	88	48	)	)	-RRB-
cord-255762-qd6fht8y	88	49	by	by	IN
cord-255762-qd6fht8y	88	50	focusing	focus	VBG
cord-255762-qd6fht8y	88	51	on	on	IN
cord-255762-qd6fht8y	88	52	standard	standard	JJ
cord-255762-qd6fht8y	88	53	medical	medical	JJ
cord-255762-qd6fht8y	88	54	devices	device	NNS
cord-255762-qd6fht8y	88	55	and	and	CC
cord-255762-qd6fht8y	88	56	the	the	DT
cord-255762-qd6fht8y	88	57	determinants	determinant	NNS
cord-255762-qd6fht8y	88	58	of	of	IN
cord-255762-qd6fht8y	88	59	purchasers	purchaser	NNS
cord-255762-qd6fht8y	88	60	'	'	POS
cord-255762-qd6fht8y	88	61	competence	competence	NN
cord-255762-qd6fht8y	88	62	in	in	IN
cord-255762-qd6fht8y	88	63	managing	manage	VBG
cord-255762-qd6fht8y	88	64	a	a	DT
cord-255762-qd6fht8y	88	65	highly	highly	RB
cord-255762-qd6fht8y	88	66	regulated	regulate	VBN
cord-255762-qd6fht8y	88	67	process	process	NN
cord-255762-qd6fht8y	88	68	,	,	,
cord-255762-qd6fht8y	88	69	partly	partly	RB
cord-255762-qd6fht8y	88	70	by	by	IN
cord-255762-qd6fht8y	88	71	investigating	investigate	VBG
cord-255762-qd6fht8y	88	72	the	the	DT
cord-255762-qd6fht8y	88	73	effect	effect	NN
cord-255762-qd6fht8y	88	74	of	of	IN
cord-255762-qd6fht8y	88	75	a	a	DT
cord-255762-qd6fht8y	88	76	reference	reference	NN
cord-255762-qd6fht8y	88	77	price	price	NN
cord-255762-qd6fht8y	88	78	regime	regime	NN
cord-255762-qd6fht8y	88	79	.	.	.
cord-255762-qd6fht8y	89	1	The	the	DT
cord-255762-qd6fht8y	89	2	remainder	remainder	NN
cord-255762-qd6fht8y	89	3	of	of	IN
cord-255762-qd6fht8y	89	4	the	the	DT
cord-255762-qd6fht8y	89	5	paper	paper	NN
cord-255762-qd6fht8y	89	6	is	be	VBZ
cord-255762-qd6fht8y	89	7	organised	organise	VBN
cord-255762-qd6fht8y	89	8	as	as	IN
cord-255762-qd6fht8y	89	9	follows	follow	VBZ
cord-255762-qd6fht8y	89	10	:	:	:
cord-255762-qd6fht8y	90	1	Section	section	NN
cord-255762-qd6fht8y	90	2	2	2	CD
cord-255762-qd6fht8y	90	3	describes	describe	VBZ
cord-255762-qd6fht8y	90	4	the	the	DT
cord-255762-qd6fht8y	90	5	institutional	institutional	JJ
cord-255762-qd6fht8y	90	6	setting	setting	NN
cord-255762-qd6fht8y	90	7	(	(	-LRB-
cord-255762-qd6fht8y	90	8	2.1	2.1	CD
cord-255762-qd6fht8y	90	9	)	)	-RRB-
cord-255762-qd6fht8y	90	10	and	and	CC
cord-255762-qd6fht8y	90	11	our	-PRON-	PRP$
cord-255762-qd6fht8y	90	12	dataset	dataset	NN
cord-255762-qd6fht8y	90	13	(	(	-LRB-
cord-255762-qd6fht8y	90	14	2.2	2.2	CD
cord-255762-qd6fht8y	90	15	)	)	-RRB-
cord-255762-qd6fht8y	90	16	,	,	,
cord-255762-qd6fht8y	90	17	presenting	present	VBG
cord-255762-qd6fht8y	90	18	some	some	DT
cord-255762-qd6fht8y	90	19	preliminary	preliminary	JJ
cord-255762-qd6fht8y	90	20	evidence	evidence	NN
cord-255762-qd6fht8y	90	21	(	(	-LRB-
cord-255762-qd6fht8y	90	22	2.3	2.3	CD
cord-255762-qd6fht8y	90	23	)	)	-RRB-
cord-255762-qd6fht8y	90	24	.	.	.
cord-255762-qd6fht8y	91	1	Section	section	NN
cord-255762-qd6fht8y	91	2	3	3	CD
cord-255762-qd6fht8y	91	3	illustrates	illustrate	VBZ
cord-255762-qd6fht8y	91	4	the	the	DT
cord-255762-qd6fht8y	91	5	theoretical	theoretical	JJ
cord-255762-qd6fht8y	91	6	structural	structural	JJ
cord-255762-qd6fht8y	91	7	framework	framework	NN
cord-255762-qd6fht8y	91	8	by	by	IN
cord-255762-qd6fht8y	91	9	introducing	introduce	VBG
cord-255762-qd6fht8y	91	10	the	the	DT
cord-255762-qd6fht8y	91	11	definition	definition	NN
cord-255762-qd6fht8y	91	12	of	of	IN
cord-255762-qd6fht8y	91	13	PB	PB	NNP
cord-255762-qd6fht8y	91	14	competence	competence	NN
cord-255762-qd6fht8y	91	15	(	(	-LRB-
cord-255762-qd6fht8y	91	16	3.1	3.1	CD
cord-255762-qd6fht8y	91	17	)	)	-RRB-
cord-255762-qd6fht8y	91	18	and	and	CC
cord-255762-qd6fht8y	91	19	showing	show	VBG
cord-255762-qd6fht8y	91	20	the	the	DT
cord-255762-qd6fht8y	91	21	marginal	marginal	JJ
cord-255762-qd6fht8y	91	22	cost	cost	NN
cord-255762-qd6fht8y	91	23	estimate	estimate	NN
cord-255762-qd6fht8y	91	24	for	for	IN
cord-255762-qd6fht8y	91	25	our	-PRON-	PRP$
cord-255762-qd6fht8y	91	26	medical	medical	JJ
cord-255762-qd6fht8y	91	27	devices	device	NNS
cord-255762-qd6fht8y	91	28	(	(	-LRB-
cord-255762-qd6fht8y	91	29	3.2	3.2	CD
cord-255762-qd6fht8y	91	30	)	)	-RRB-
cord-255762-qd6fht8y	91	31	.	.	.
cord-255762-qd6fht8y	92	1	Section	section	NN
cord-255762-qd6fht8y	92	2	4	4	CD
cord-255762-qd6fht8y	92	3	estimates	estimate	VBZ
cord-255762-qd6fht8y	92	4	PB	PB	NNP
cord-255762-qd6fht8y	92	5	competence	competence	NN
cord-255762-qd6fht8y	92	6	(	(	-LRB-
cord-255762-qd6fht8y	92	7	4.1	4.1	CD
cord-255762-qd6fht8y	92	8	)	)	-RRB-
cord-255762-qd6fht8y	92	9	and	and	CC
cord-255762-qd6fht8y	92	10	its	-PRON-	PRP$
cord-255762-qd6fht8y	92	11	determinants	determinant	NNS
cord-255762-qd6fht8y	92	12	(	(	-LRB-
cord-255762-qd6fht8y	92	13	4.2	4.2	CD
cord-255762-qd6fht8y	92	14	)	)	-RRB-
cord-255762-qd6fht8y	92	15	.	.	.
cord-255762-qd6fht8y	93	1	Section	section	NN
cord-255762-qd6fht8y	93	2	5	5	CD
cord-255762-qd6fht8y	93	3	replicates	replicate	VBZ
cord-255762-qd6fht8y	93	4	the	the	DT
cord-255762-qd6fht8y	93	5	analysis	analysis	NN
cord-255762-qd6fht8y	93	6	,	,	,
cord-255762-qd6fht8y	93	7	exploiting	exploit	VBG
cord-255762-qd6fht8y	93	8	the	the	DT
cord-255762-qd6fht8y	93	9	event	event	NN
cord-255762-qd6fht8y	93	10	of	of	IN
cord-255762-qd6fht8y	93	11	reference	reference	NN
cord-255762-qd6fht8y	93	12	price	price	NN
cord-255762-qd6fht8y	93	13	termination	termination	NN
cord-255762-qd6fht8y	93	14	as	as	IN
cord-255762-qd6fht8y	93	15	a	a	DT
cord-255762-qd6fht8y	93	16	quasinatural	quasinatural	JJ
cord-255762-qd6fht8y	93	17	experiment	experiment	NN
cord-255762-qd6fht8y	93	18	.	.	.
cord-255762-qd6fht8y	94	1	PB	PB	NNP
cord-255762-qd6fht8y	94	2	competence	competence	NN
cord-255762-qd6fht8y	94	3	(	(	-LRB-
cord-255762-qd6fht8y	94	4	5.1	5.1	CD
cord-255762-qd6fht8y	94	5	)	)	-RRB-
cord-255762-qd6fht8y	94	6	and	and	CC
cord-255762-qd6fht8y	94	7	its	-PRON-	PRP$
cord-255762-qd6fht8y	94	8	determinants	determinant	NNS
cord-255762-qd6fht8y	94	9	(	(	-LRB-
cord-255762-qd6fht8y	94	10	5.2	5.2	CD
cord-255762-qd6fht8y	94	11	)	)	-RRB-
cord-255762-qd6fht8y	94	12	are	be	VBP
cord-255762-qd6fht8y	94	13	compared	compare	VBN
cord-255762-qd6fht8y	94	14	before	before	IN
cord-255762-qd6fht8y	94	15	and	and	CC
cord-255762-qd6fht8y	94	16	after	after	IN
cord-255762-qd6fht8y	94	17	this	this	DT
cord-255762-qd6fht8y	94	18	event	event	NN
cord-255762-qd6fht8y	94	19	.	.	.
cord-255762-qd6fht8y	95	1	Finally	finally	RB
cord-255762-qd6fht8y	95	2	,	,	,
cord-255762-qd6fht8y	95	3	Section	section	NN
cord-255762-qd6fht8y	95	4	6	6	CD
cord-255762-qd6fht8y	95	5	concludes	conclude	VBZ
cord-255762-qd6fht8y	95	6	by	by	IN
cord-255762-qd6fht8y	95	7	summarising	summarise	VBG
cord-255762-qd6fht8y	95	8	our	-PRON-	PRP$
cord-255762-qd6fht8y	95	9	findings	finding	NNS
cord-255762-qd6fht8y	95	10	and	and	CC
cord-255762-qd6fht8y	95	11	providing	provide	VBG
cord-255762-qd6fht8y	95	12	policy	policy	NN
cord-255762-qd6fht8y	95	13	implications	implication	NNS
cord-255762-qd6fht8y	95	14	.	.	.
cord-255762-qd6fht8y	96	1	The	the	DT
cord-255762-qd6fht8y	96	2	Appendix	Appendix	NNP
cord-255762-qd6fht8y	96	3	sets	set	VBZ
cord-255762-qd6fht8y	96	4	out	out	RP
cord-255762-qd6fht8y	96	5	details	detail	NNS
cord-255762-qd6fht8y	96	6	estimation	estimation	NN
cord-255762-qd6fht8y	96	7	and	and	CC
cord-255762-qd6fht8y	96	8	further	further	JJ
cord-255762-qd6fht8y	96	9	robustness	robustness	NN
cord-255762-qd6fht8y	96	10	checks	check	NNS
cord-255762-qd6fht8y	96	11	.	.	.
cord-255762-qd6fht8y	97	1	2	2	LS
cord-255762-qd6fht8y	97	2	Context	context	NN
cord-255762-qd6fht8y	97	3	,	,	,
cord-255762-qd6fht8y	97	4	data	datum	NNS
cord-255762-qd6fht8y	97	5	and	and	CC
cord-255762-qd6fht8y	97	6	preliminary	preliminary	JJ
cord-255762-qd6fht8y	97	7	evidence	evidence	NN
cord-255762-qd6fht8y	97	8	2.1	2.1	CD
cord-255762-qd6fht8y	97	9	Institutional	institutional	JJ
cord-255762-qd6fht8y	97	10	setting	set	VBG
cord-255762-qd6fht8y	97	11	The	the	DT
cord-255762-qd6fht8y	97	12	Italian	italian	JJ
cord-255762-qd6fht8y	97	13	healthcare	healthcare	NN
cord-255762-qd6fht8y	97	14	system	system	NN
cord-255762-qd6fht8y	97	15	is	be	VBZ
cord-255762-qd6fht8y	97	16	a	a	DT
cord-255762-qd6fht8y	97	17	regionally	regionally	RB
cord-255762-qd6fht8y	97	18	based	base	VBN
cord-255762-qd6fht8y	97	19	national	national	JJ
cord-255762-qd6fht8y	97	20	health	health	NN
cord-255762-qd6fht8y	97	21	service	service	NN
cord-255762-qd6fht8y	97	22	that	that	WDT
cord-255762-qd6fht8y	97	23	provides	provide	VBZ
cord-255762-qd6fht8y	97	24	universal	universal	JJ
cord-255762-qd6fht8y	97	25	coverage	coverage	NN
cord-255762-qd6fht8y	97	26	mostly	mostly	RB
cord-255762-qd6fht8y	97	27	free	free	JJ
cord-255762-qd6fht8y	97	28	of	of	IN
cord-255762-qd6fht8y	97	29	charge	charge	NN
cord-255762-qd6fht8y	97	30	.	.	.
cord-255762-qd6fht8y	98	1	The	the	DT
cord-255762-qd6fht8y	98	2	main	main	JJ
cord-255762-qd6fht8y	98	3	sources	source	NNS
cord-255762-qd6fht8y	98	4	of	of	IN
cord-255762-qd6fht8y	98	5	its	-PRON-	PRP$
cord-255762-qd6fht8y	98	6	funding	funding	NN
cord-255762-qd6fht8y	98	7	are	be	VBP
cord-255762-qd6fht8y	98	8	national	national	JJ
cord-255762-qd6fht8y	98	9	and	and	CC
cord-255762-qd6fht8y	98	10	regional	regional	JJ
cord-255762-qd6fht8y	98	11	taxes	taxis	NNS
cord-255762-qd6fht8y	98	12	,	,	,
cord-255762-qd6fht8y	98	13	supplemented	supplement	VBN
cord-255762-qd6fht8y	98	14	by	by	IN
cord-255762-qd6fht8y	98	15	co	co	NNS
cord-255762-qd6fht8y	98	16	-	-	NNS
cord-255762-qd6fht8y	98	17	payments	payment	NNS
cord-255762-qd6fht8y	98	18	for	for	IN
cord-255762-qd6fht8y	98	19	pharmaceuticals	pharmaceutical	NNS
cord-255762-qd6fht8y	98	20	and	and	CC
cord-255762-qd6fht8y	98	21	outpatient	outpatient	NN
cord-255762-qd6fht8y	98	22	care	care	NN
cord-255762-qd6fht8y	98	23	.	.	.
cord-255762-qd6fht8y	99	1	The	the	DT
cord-255762-qd6fht8y	99	2	system	system	NN
cord-255762-qd6fht8y	99	3	comprises	comprise	VBZ
cord-255762-qd6fht8y	99	4	three	three	CD
cord-255762-qd6fht8y	99	5	levels	level	NNS
cord-255762-qd6fht8y	99	6	of	of	IN
cord-255762-qd6fht8y	99	7	action	action	NN
cord-255762-qd6fht8y	99	8	:	:	:
cord-255762-qd6fht8y	99	9	national	national	JJ
cord-255762-qd6fht8y	99	10	,	,	,
cord-255762-qd6fht8y	99	11	regional	regional	JJ
cord-255762-qd6fht8y	99	12	and	and	CC
cord-255762-qd6fht8y	99	13	local	local	JJ
cord-255762-qd6fht8y	99	14	.	.	.
cord-255762-qd6fht8y	100	1	The	the	DT
cord-255762-qd6fht8y	100	2	highest	high	JJS
cord-255762-qd6fht8y	100	3	level	level	NN
cord-255762-qd6fht8y	100	4	is	be	VBZ
cord-255762-qd6fht8y	100	5	responsible	responsible	JJ
cord-255762-qd6fht8y	100	6	for	for	IN
cord-255762-qd6fht8y	100	7	ensuring	ensure	VBG
cord-255762-qd6fht8y	100	8	the	the	DT
cord-255762-qd6fht8y	100	9	general	general	JJ
cord-255762-qd6fht8y	100	10	goals	goal	NNS
cord-255762-qd6fht8y	100	11	and	and	CC
cord-255762-qd6fht8y	100	12	fundamental	fundamental	JJ
cord-255762-qd6fht8y	100	13	principles	principle	NNS
cord-255762-qd6fht8y	100	14	of	of	IN
cord-255762-qd6fht8y	100	15	the	the	DT
cord-255762-qd6fht8y	100	16	national	national	JJ
cord-255762-qd6fht8y	100	17	health	health	NN
cord-255762-qd6fht8y	100	18	system	system	NN
cord-255762-qd6fht8y	100	19	.	.	.
cord-255762-qd6fht8y	101	1	Regional	regional	JJ
cord-255762-qd6fht8y	101	2	governments	government	NNS
cord-255762-qd6fht8y	101	3	are	be	VBP
cord-255762-qd6fht8y	101	4	responsible	responsible	JJ
cord-255762-qd6fht8y	101	5	for	for	IN
cord-255762-qd6fht8y	101	6	ensuring	ensure	VBG
cord-255762-qd6fht8y	101	7	the	the	DT
cord-255762-qd6fht8y	101	8	delivery	delivery	NN
cord-255762-qd6fht8y	101	9	of	of	IN
cord-255762-qd6fht8y	101	10	services	service	NNS
cord-255762-qd6fht8y	101	11	through	through	IN
cord-255762-qd6fht8y	101	12	a	a	DT
cord-255762-qd6fht8y	101	13	network	network	NN
cord-255762-qd6fht8y	101	14	of	of	IN
cord-255762-qd6fht8y	101	15	population	population	NN
cord-255762-qd6fht8y	101	16	-	-	HYPH
cord-255762-qd6fht8y	101	17	based	base	VBN
cord-255762-qd6fht8y	101	18	local	local	JJ
cord-255762-qd6fht8y	101	19	public	public	JJ
cord-255762-qd6fht8y	101	20	health	health	NN
cord-255762-qd6fht8y	101	21	units	unit	NNS
cord-255762-qd6fht8y	101	22	(	(	-LRB-
cord-255762-qd6fht8y	101	23	Aziende	Aziende	NNP
cord-255762-qd6fht8y	101	24	Sanitarie	Sanitarie	NNP
cord-255762-qd6fht8y	101	25	Locali	Locali	NNP
cord-255762-qd6fht8y	101	26	,	,	,
cord-255762-qd6fht8y	101	27	ASL	ASL	NNP
cord-255762-qd6fht8y	101	28	)	)	-RRB-
cord-255762-qd6fht8y	101	29	and	and	CC
cord-255762-qd6fht8y	101	30	local	local	JJ
cord-255762-qd6fht8y	101	31	public	public	JJ
cord-255762-qd6fht8y	101	32	hospitals	hospital	NNS
cord-255762-qd6fht8y	101	33	.	.	.
cord-255762-qd6fht8y	102	1	7	7	CD
cord-255762-qd6fht8y	103	1	In	in	IN
cord-255762-qd6fht8y	103	2	Italy	Italy	NNP
cord-255762-qd6fht8y	103	3	,	,	,
cord-255762-qd6fht8y	103	4	the	the	DT
cord-255762-qd6fht8y	103	5	purchasing	purchasing	NN
cord-255762-qd6fht8y	103	6	of	of	IN
cord-255762-qd6fht8y	103	7	medical	medical	JJ
cord-255762-qd6fht8y	103	8	technologies	technology	NNS
cord-255762-qd6fht8y	103	9	is	be	VBZ
cord-255762-qd6fht8y	103	10	decentralised	decentralise	VBN
cord-255762-qd6fht8y	103	11	at	at	IN
cord-255762-qd6fht8y	103	12	the	the	DT
cord-255762-qd6fht8y	103	13	local	local	JJ
cord-255762-qd6fht8y	103	14	level	level	NN
cord-255762-qd6fht8y	103	15	.	.	.
cord-255762-qd6fht8y	104	1	In	in	IN
cord-255762-qd6fht8y	104	2	2013	2013	CD
cord-255762-qd6fht8y	104	3	,	,	,
cord-255762-qd6fht8y	104	4	the	the	DT
cord-255762-qd6fht8y	104	5	year	year	NN
cord-255762-qd6fht8y	104	6	covered	cover	VBN
cord-255762-qd6fht8y	104	7	in	in	IN
cord-255762-qd6fht8y	104	8	our	-PRON-	PRP$
cord-255762-qd6fht8y	104	9	dataset	dataset	NN
cord-255762-qd6fht8y	104	10	,	,	,
cord-255762-qd6fht8y	104	11	approximately	approximately	RB
cord-255762-qd6fht8y	104	12	350	350	CD
cord-255762-qd6fht8y	104	13	local	local	JJ
cord-255762-qd6fht8y	104	14	public	public	JJ
cord-255762-qd6fht8y	104	15	buyers	buyer	NNS
cord-255762-qd6fht8y	104	16	(	(	-LRB-
cord-255762-qd6fht8y	104	17	PBs	PBs	NNP
cord-255762-qd6fht8y	104	18	)	)	-RRB-
cord-255762-qd6fht8y	104	19	had	have	VBD
cord-255762-qd6fht8y	104	20	procurement	procurement	NN
cord-255762-qd6fht8y	104	21	responsibilities	responsibility	NNS
cord-255762-qd6fht8y	104	22	for	for	IN
cord-255762-qd6fht8y	104	23	these	these	DT
cord-255762-qd6fht8y	104	24	items	item	NNS
cord-255762-qd6fht8y	104	25	.	.	.
cord-255762-qd6fht8y	105	1	8	8	CD
cord-255762-qd6fht8y	106	1	According	accord	VBG
cord-255762-qd6fht8y	106	2	to	to	IN
cord-255762-qd6fht8y	106	3	Italian	italian	JJ
cord-255762-qd6fht8y	106	4	public	public	JJ
cord-255762-qd6fht8y	106	5	procurement	procurement	NN
cord-255762-qd6fht8y	106	6	law	law	NN
cord-255762-qd6fht8y	106	7	,	,	,
cord-255762-qd6fht8y	106	8	these	these	DT
cord-255762-qd6fht8y	106	9	items	item	NNS
cord-255762-qd6fht8y	106	10	are	be	VBP
cord-255762-qd6fht8y	106	11	purchased	purchase	VBN
cord-255762-qd6fht8y	106	12	through	through	IN
cord-255762-qd6fht8y	106	13	public	public	JJ
cord-255762-qd6fht8y	106	14	tenders	tender	NNS
cord-255762-qd6fht8y	106	15	(	(	-LRB-
cord-255762-qd6fht8y	106	16	first	first	JJ
cord-255762-qd6fht8y	106	17	price	price	NN
cord-255762-qd6fht8y	106	18	auctions	auction	NNS
cord-255762-qd6fht8y	106	19	and	and	CC
cord-255762-qd6fht8y	106	20	scoring	score	VBG
cord-255762-qd6fht8y	106	21	rule	rule	NN
cord-255762-qd6fht8y	106	22	auctions	auction	NNS
cord-255762-qd6fht8y	106	23	,	,	,
cord-255762-qd6fht8y	106	24	FPAs	fpa	NNS
cord-255762-qd6fht8y	106	25	and	and	CC
cord-255762-qd6fht8y	106	26	SRAs	sra	NNS
cord-255762-qd6fht8y	106	27	respectively	respectively	RB
cord-255762-qd6fht8y	106	28	)	)	-RRB-
cord-255762-qd6fht8y	106	29	,	,	,
cord-255762-qd6fht8y	106	30	with	with	IN
cord-255762-qd6fht8y	106	31	direct	direct	JJ
cord-255762-qd6fht8y	106	32	negotiation	negotiation	NN
cord-255762-qd6fht8y	106	33	only	only	RB
cord-255762-qd6fht8y	106	34	in	in	IN
cord-255762-qd6fht8y	106	35	certain	certain	JJ
cord-255762-qd6fht8y	106	36	special	special	JJ
cord-255762-qd6fht8y	106	37	cases	case	NNS
cord-255762-qd6fht8y	106	38	.	.	.
cord-255762-qd6fht8y	107	1	9	9	CD
cord-255762-qd6fht8y	108	1	To	to	TO
cord-255762-qd6fht8y	108	2	take	take	VB
cord-255762-qd6fht8y	108	3	part	part	NN
cord-255762-qd6fht8y	108	4	in	in	IN
cord-255762-qd6fht8y	108	5	a	a	DT
cord-255762-qd6fht8y	108	6	public	public	JJ
cord-255762-qd6fht8y	108	7	procurement	procurement	NN
cord-255762-qd6fht8y	108	8	tender	tender	NN
cord-255762-qd6fht8y	108	9	for	for	IN
cord-255762-qd6fht8y	108	10	medical	medical	JJ
cord-255762-qd6fht8y	108	11	devices	device	NNS
cord-255762-qd6fht8y	108	12	,	,	,
cord-255762-qd6fht8y	108	13	potential	potential	JJ
cord-255762-qd6fht8y	108	14	suppliers	supplier	NNS
cord-255762-qd6fht8y	108	15	must	must	MD
cord-255762-qd6fht8y	108	16	meet	meet	VB
cord-255762-qd6fht8y	108	17	a	a	DT
cord-255762-qd6fht8y	108	18	minimum	minimum	JJ
cord-255762-qd6fht8y	108	19	set	set	NN
cord-255762-qd6fht8y	108	20	of	of	IN
cord-255762-qd6fht8y	108	21	common	common	JJ
cord-255762-qd6fht8y	108	22	requirements	requirement	NNS
cord-255762-qd6fht8y	109	1	(	(	-LRB-
cord-255762-qd6fht8y	109	2	e.g.	e.g.	RB
cord-255762-qd6fht8y	109	3	submit	submit	VB
cord-255762-qd6fht8y	109	4	standard	standard	JJ
cord-255762-qd6fht8y	109	5	tender	tender	NN
cord-255762-qd6fht8y	109	6	documents	document	NNS
cord-255762-qd6fht8y	109	7	and	and	CC
cord-255762-qd6fht8y	109	8	meet	meet	VB
cord-255762-qd6fht8y	109	9	certain	certain	JJ
cord-255762-qd6fht8y	109	10	financial	financial	JJ
cord-255762-qd6fht8y	109	11	and	and	CC
cord-255762-qd6fht8y	109	12	technical	technical	JJ
cord-255762-qd6fht8y	109	13	prerequisites	prerequisite	NNS
cord-255762-qd6fht8y	109	14	)	)	-RRB-
cord-255762-qd6fht8y	109	15	.	.	.
cord-255762-qd6fht8y	110	1	Each	each	DT
cord-255762-qd6fht8y	110	2	PB	PB	NNP
cord-255762-qd6fht8y	110	3	uses	use	VBZ
cord-255762-qd6fht8y	110	4	its	-PRON-	PRP$
cord-255762-qd6fht8y	110	5	discretion	discretion	NN
cord-255762-qd6fht8y	110	6	when	when	WRB
cord-255762-qd6fht8y	110	7	establishing	establish	VBG
cord-255762-qd6fht8y	110	8	procedures	procedure	NNS
cord-255762-qd6fht8y	110	9	or	or	CC
cord-255762-qd6fht8y	110	10	adding	add	VBG
cord-255762-qd6fht8y	110	11	further	further	JJ
cord-255762-qd6fht8y	110	12	requirements	requirement	NNS
cord-255762-qd6fht8y	110	13	.	.	.
cord-255762-qd6fht8y	111	1	Hence	hence	RB
cord-255762-qd6fht8y	111	2	,	,	,
cord-255762-qd6fht8y	111	3	each	each	DT
cord-255762-qd6fht8y	111	4	PB	PB	NNP
cord-255762-qd6fht8y	111	5	responsible	responsible	JJ
cord-255762-qd6fht8y	111	6	for	for	IN
cord-255762-qd6fht8y	111	7	purchasing	purchase	VBG
cord-255762-qd6fht8y	111	8	medical	medical	JJ
cord-255762-qd6fht8y	111	9	devices	device	NNS
cord-255762-qd6fht8y	111	10	,	,	,
cord-255762-qd6fht8y	111	11	within	within	IN
cord-255762-qd6fht8y	111	12	the	the	DT
cord-255762-qd6fht8y	111	13	finite	finite	JJ
cord-255762-qd6fht8y	111	14	set	set	NN
cord-255762-qd6fht8y	111	15	of	of	IN
cord-255762-qd6fht8y	111	16	mechanisms	mechanism	NNS
cord-255762-qd6fht8y	111	17	established	establish	VBN
cord-255762-qd6fht8y	111	18	by	by	IN
cord-255762-qd6fht8y	111	19	law	law	NN
cord-255762-qd6fht8y	111	20	,	,	,
cord-255762-qd6fht8y	111	21	chooses	choose	VBZ
cord-255762-qd6fht8y	111	22	the	the	DT
cord-255762-qd6fht8y	111	23	award	award	NN
cord-255762-qd6fht8y	111	24	method	method	NN
cord-255762-qd6fht8y	111	25	and	and	CC
cord-255762-qd6fht8y	111	26	sets	set	VBZ
cord-255762-qd6fht8y	111	27	sometimes	sometimes	RB
cord-255762-qd6fht8y	111	28	costly	costly	JJ
cord-255762-qd6fht8y	111	29	requirements	requirement	NNS
cord-255762-qd6fht8y	111	30	.	.	.
cord-255762-qd6fht8y	112	1	In	in	IN
cord-255762-qd6fht8y	112	2	2012	2012	CD
cord-255762-qd6fht8y	112	3	,	,	,
cord-255762-qd6fht8y	112	4	the	the	DT
cord-255762-qd6fht8y	112	5	Italian	Italian	NNP
cord-255762-qd6fht8y	112	6	Authority	Authority	NNP
cord-255762-qd6fht8y	112	7	for	for	IN
cord-255762-qd6fht8y	112	8	Public	Public	NNP
cord-255762-qd6fht8y	112	9	Contracts	Contracts	NNPS
cord-255762-qd6fht8y	112	10	(	(	-LRB-
cord-255762-qd6fht8y	112	11	AVCP	AVCP	NNP
cord-255762-qd6fht8y	112	12	)	)	-RRB-
cord-255762-qd6fht8y	112	13	10	10	CD
cord-255762-qd6fht8y	112	14	was	be	VBD
cord-255762-qd6fht8y	112	15	asked	ask	VBN
cord-255762-qd6fht8y	112	16	to	to	TO
cord-255762-qd6fht8y	112	17	set	set	VB
cord-255762-qd6fht8y	112	18	reference	reference	NN
cord-255762-qd6fht8y	112	19	prices	price	NNS
cord-255762-qd6fht8y	112	20	for	for	IN
cord-255762-qd6fht8y	112	21	classes	class	NNS
cord-255762-qd6fht8y	112	22	of	of	IN
cord-255762-qd6fht8y	112	23	functionally	functionally	RB
cord-255762-qd6fht8y	112	24	equivalent	equivalent	JJ
cord-255762-qd6fht8y	112	25	medical	medical	JJ
cord-255762-qd6fht8y	112	26	devices	device	NNS
cord-255762-qd6fht8y	112	27	purchased	purchase	VBN
cord-255762-qd6fht8y	112	28	by	by	IN
cord-255762-qd6fht8y	112	29	public	public	JJ
cord-255762-qd6fht8y	112	30	hospitals	hospital	NNS
cord-255762-qd6fht8y	112	31	and	and	CC
cord-255762-qd6fht8y	112	32	local	local	JJ
cord-255762-qd6fht8y	112	33	healthcare	healthcare	NN
cord-255762-qd6fht8y	112	34	units	unit	NNS
cord-255762-qd6fht8y	112	35	.	.	.
cord-255762-qd6fht8y	113	1	Each	each	DT
cord-255762-qd6fht8y	113	2	reference	reference	NN
cord-255762-qd6fht8y	113	3	price	price	NN
cord-255762-qd6fht8y	113	4	consists	consist	VBZ
cord-255762-qd6fht8y	113	5	of	of	IN
cord-255762-qd6fht8y	113	6	a	a	DT
cord-255762-qd6fht8y	113	7	cap	cap	NN
cord-255762-qd6fht8y	113	8	on	on	IN
cord-255762-qd6fht8y	113	9	unit	unit	NN
cord-255762-qd6fht8y	113	10	prices	price	NNS
cord-255762-qd6fht8y	113	11	for	for	IN
cord-255762-qd6fht8y	113	12	a	a	DT
cord-255762-qd6fht8y	113	13	class	class	NN
cord-255762-qd6fht8y	113	14	of	of	IN
cord-255762-qd6fht8y	113	15	medical	medical	JJ
cord-255762-qd6fht8y	113	16	devices	device	NNS
cord-255762-qd6fht8y	113	17	.	.	.
cord-255762-qd6fht8y	114	1	The	the	DT
cord-255762-qd6fht8y	114	2	aim	aim	NN
cord-255762-qd6fht8y	114	3	of	of	IN
cord-255762-qd6fht8y	114	4	this	this	DT
cord-255762-qd6fht8y	114	5	policy	policy	NN
cord-255762-qd6fht8y	114	6	was	be	VBD
cord-255762-qd6fht8y	114	7	to	to	TO
cord-255762-qd6fht8y	114	8	help	help	VB
cord-255762-qd6fht8y	114	9	standardise	standardise	VB
cord-255762-qd6fht8y	114	10	the	the	DT
cord-255762-qd6fht8y	114	11	prices	price	NNS
cord-255762-qd6fht8y	114	12	paid	pay	VBN
cord-255762-qd6fht8y	114	13	for	for	IN
cord-255762-qd6fht8y	114	14	very	very	RB
cord-255762-qd6fht8y	114	15	similar	similar	JJ
cord-255762-qd6fht8y	114	16	items	item	NNS
cord-255762-qd6fht8y	114	17	by	by	IN
cord-255762-qd6fht8y	114	18	different	different	JJ
cord-255762-qd6fht8y	114	19	PBs	pb	NNS
cord-255762-qd6fht8y	114	20	.	.	.
cord-255762-qd6fht8y	115	1	11	11	CD
cord-255762-qd6fht8y	115	2	Reference	reference	NN
cord-255762-qd6fht8y	115	3	prices	price	NNS
cord-255762-qd6fht8y	115	4	were	be	VBD
cord-255762-qd6fht8y	115	5	mandatory	mandatory	JJ
cord-255762-qd6fht8y	115	6	for	for	IN
cord-255762-qd6fht8y	115	7	the	the	DT
cord-255762-qd6fht8y	115	8	public	public	JJ
cord-255762-qd6fht8y	115	9	procurement	procurement	NN
cord-255762-qd6fht8y	115	10	of	of	IN
cord-255762-qd6fht8y	115	11	medical	medical	JJ
cord-255762-qd6fht8y	115	12	devices	device	NNS
cord-255762-qd6fht8y	115	13	from	from	IN
cord-255762-qd6fht8y	115	14	July	July	NNP
cord-255762-qd6fht8y	115	15	1	1	CD
cord-255762-qd6fht8y	115	16	,	,	,
cord-255762-qd6fht8y	115	17	2012	2012	CD
cord-255762-qd6fht8y	115	18	to	to	IN
cord-255762-qd6fht8y	115	19	May	May	NNP
cord-255762-qd6fht8y	115	20	2	2	CD
cord-255762-qd6fht8y	115	21	,	,	,
cord-255762-qd6fht8y	115	22	2013	2013	CD
cord-255762-qd6fht8y	115	23	.	.	.
cord-255762-qd6fht8y	116	1	On	on	IN
cord-255762-qd6fht8y	116	2	the	the	DT
cord-255762-qd6fht8y	116	3	latter	latter	JJ
cord-255762-qd6fht8y	116	4	date	date	NN
cord-255762-qd6fht8y	116	5	,	,	,
cord-255762-qd6fht8y	116	6	responding	respond	VBG
cord-255762-qd6fht8y	116	7	to	to	IN
cord-255762-qd6fht8y	116	8	an	an	DT
cord-255762-qd6fht8y	116	9	Appeal	Appeal	NNP
cord-255762-qd6fht8y	116	10	jointly	jointly	RB
cord-255762-qd6fht8y	116	11	submitted	submit	VBN
cord-255762-qd6fht8y	116	12	by	by	IN
cord-255762-qd6fht8y	116	13	some	some	DT
cord-255762-qd6fht8y	116	14	suppliers	supplier	NNS
cord-255762-qd6fht8y	116	15	,	,	,
cord-255762-qd6fht8y	116	16	the	the	DT
cord-255762-qd6fht8y	116	17	Administrative	Administrative	NNP
cord-255762-qd6fht8y	116	18	Tribunal	Tribunal	NNP
cord-255762-qd6fht8y	116	19	of	of	IN
cord-255762-qd6fht8y	116	20	Lazio	Lazio	NNP
cord-255762-qd6fht8y	116	21	(	(	-LRB-
cord-255762-qd6fht8y	116	22	TAR	tar	NN
cord-255762-qd6fht8y	116	23	)	)	-RRB-
cord-255762-qd6fht8y	116	24	,	,	,
cord-255762-qd6fht8y	116	25	outlawed	outlaw	VBD
cord-255762-qd6fht8y	116	26	the	the	DT
cord-255762-qd6fht8y	116	27	reference	reference	NN
cord-255762-qd6fht8y	116	28	price	price	NN
cord-255762-qd6fht8y	116	29	regime	regime	NN
cord-255762-qd6fht8y	116	30	.	.	.
cord-255762-qd6fht8y	117	1	12	12	CD
cord-255762-qd6fht8y	118	1	This	this	DT
cord-255762-qd6fht8y	118	2	decision	decision	NN
cord-255762-qd6fht8y	118	3	was	be	VBD
cord-255762-qd6fht8y	118	4	taken	take	VBN
cord-255762-qd6fht8y	118	5	because	because	IN
cord-255762-qd6fht8y	118	6	the	the	DT
cord-255762-qd6fht8y	118	7	listed	list	VBN
cord-255762-qd6fht8y	118	8	devices	device	NNS
cord-255762-qd6fht8y	118	9	in	in	IN
cord-255762-qd6fht8y	118	10	some	some	DT
cord-255762-qd6fht8y	118	11	classes	class	NNS
cord-255762-qd6fht8y	118	12	were	be	VBD
cord-255762-qd6fht8y	118	13	too	too	RB
cord-255762-qd6fht8y	118	14	heterogeneous	heterogeneous	JJ
cord-255762-qd6fht8y	118	15	both	both	CC
cord-255762-qd6fht8y	118	16	functionally	functionally	RB
cord-255762-qd6fht8y	118	17	and	and	CC
cord-255762-qd6fht8y	118	18	technically	technically	RB
cord-255762-qd6fht8y	118	19	to	to	TO
cord-255762-qd6fht8y	118	20	come	come	VB
cord-255762-qd6fht8y	118	21	under	under	IN
cord-255762-qd6fht8y	118	22	a	a	DT
cord-255762-qd6fht8y	118	23	single	single	JJ
cord-255762-qd6fht8y	118	24	price	price	NN
cord-255762-qd6fht8y	118	25	.	.	.
cord-255762-qd6fht8y	119	1	The	the	DT
cord-255762-qd6fht8y	119	2	differences	difference	NNS
cord-255762-qd6fht8y	119	3	were	be	VBD
cord-255762-qd6fht8y	119	4	mainly	mainly	RB
cord-255762-qd6fht8y	119	5	related	relate	VBN
cord-255762-qd6fht8y	119	6	to	to	IN
cord-255762-qd6fht8y	119	7	complex	complex	JJ
cord-255762-qd6fht8y	119	8	devices	device	NNS
cord-255762-qd6fht8y	119	9	such	such	JJ
cord-255762-qd6fht8y	119	10	as	as	IN
cord-255762-qd6fht8y	119	11	stents	stent	NNS
cord-255762-qd6fht8y	119	12	and	and	CC
cord-255762-qd6fht8y	119	13	prostheses	prosthesis	NNS
cord-255762-qd6fht8y	119	14	.	.	.
cord-255762-qd6fht8y	120	1	Note	note	VB
cord-255762-qd6fht8y	120	2	that	that	IN
cord-255762-qd6fht8y	120	3	heterogeneity	heterogeneity	NN
cord-255762-qd6fht8y	120	4	within	within	IN
cord-255762-qd6fht8y	120	5	classes	class	NNS
cord-255762-qd6fht8y	120	6	of	of	IN
cord-255762-qd6fht8y	120	7	medical	medical	JJ
cord-255762-qd6fht8y	120	8	devices	device	NNS
cord-255762-qd6fht8y	120	9	is	be	VBZ
cord-255762-qd6fht8y	120	10	not	not	RB
cord-255762-qd6fht8y	120	11	a	a	DT
cord-255762-qd6fht8y	120	12	problem	problem	NN
cord-255762-qd6fht8y	120	13	for	for	IN
cord-255762-qd6fht8y	120	14	the	the	DT
cord-255762-qd6fht8y	120	15	present	present	JJ
cord-255762-qd6fht8y	120	16	empirical	empirical	JJ
cord-255762-qd6fht8y	120	17	analysis	analysis	NN
cord-255762-qd6fht8y	120	18	,	,	,
cord-255762-qd6fht8y	120	19	because	because	IN
cord-255762-qd6fht8y	120	20	our	-PRON-	PRP$
cord-255762-qd6fht8y	120	21	investigation	investigation	NN
cord-255762-qd6fht8y	120	22	is	be	VBZ
cord-255762-qd6fht8y	120	23	carried	carry	VBN
cord-255762-qd6fht8y	120	24	out	out	RP
cord-255762-qd6fht8y	120	25	using	use	VBG
cord-255762-qd6fht8y	120	26	the	the	DT
cord-255762-qd6fht8y	120	27	database	database	NN
cord-255762-qd6fht8y	120	28	including	include	VBG
cord-255762-qd6fht8y	120	29	only	only	RB
cord-255762-qd6fht8y	120	30	simple	simple	JJ
cord-255762-qd6fht8y	120	31	medical	medical	JJ
cord-255762-qd6fht8y	120	32	devices	device	NNS
cord-255762-qd6fht8y	120	33	,	,	,
cord-255762-qd6fht8y	120	34	as	as	IN
cord-255762-qd6fht8y	120	35	confirmed	confirm	VBN
cord-255762-qd6fht8y	120	36	in	in	IN
cord-255762-qd6fht8y	120	37	a	a	DT
cord-255762-qd6fht8y	120	38	subsequent	subsequent	JJ
cord-255762-qd6fht8y	120	39	,	,	,
cord-255762-qd6fht8y	120	40	more	more	RBR
cord-255762-qd6fht8y	120	41	detailed	detailed	JJ
cord-255762-qd6fht8y	120	42	classification	classification	NN
cord-255762-qd6fht8y	120	43	precisely	precisely	RB
cord-255762-qd6fht8y	120	44	dealing	deal	VBG
cord-255762-qd6fht8y	120	45	with	with	IN
cord-255762-qd6fht8y	120	46	this	this	DT
cord-255762-qd6fht8y	120	47	issue	issue	NN
cord-255762-qd6fht8y	120	48	.	.	.
cord-255762-qd6fht8y	121	1	13	13	CD
cord-255762-qd6fht8y	121	2	 	 	_SP
cord-255762-qd6fht8y	122	1	To	to	TO
cord-255762-qd6fht8y	122	2	investigate	investigate	VB
cord-255762-qd6fht8y	122	3	unit	unit	NN
cord-255762-qd6fht8y	122	4	prices	price	NNS
cord-255762-qd6fht8y	122	5	paid	pay	VBN
cord-255762-qd6fht8y	122	6	by	by	IN
cord-255762-qd6fht8y	122	7	PBs	pb	NNS
cord-255762-qd6fht8y	122	8	when	when	WRB
cord-255762-qd6fht8y	122	9	purchasing	purchase	VBG
cord-255762-qd6fht8y	122	10	standard	standard	JJ
cord-255762-qd6fht8y	122	11	medical	medical	JJ
cord-255762-qd6fht8y	122	12	devices	device	NNS
cord-255762-qd6fht8y	122	13	,	,	,
cord-255762-qd6fht8y	122	14	we	-PRON-	PRP
cord-255762-qd6fht8y	122	15	base	base	VBP
cord-255762-qd6fht8y	122	16	our	-PRON-	PRP$
cord-255762-qd6fht8y	122	17	empirical	empirical	JJ
cord-255762-qd6fht8y	122	18	analysis	analysis	NN
cord-255762-qd6fht8y	122	19	on	on	IN
cord-255762-qd6fht8y	122	20	a	a	DT
cord-255762-qd6fht8y	122	21	database	database	NN
cord-255762-qd6fht8y	122	22	with	with	IN
cord-255762-qd6fht8y	122	23	four	four	CD
cord-255762-qd6fht8y	122	24	sources	source	NNS
cord-255762-qd6fht8y	122	25	of	of	IN
cord-255762-qd6fht8y	122	26	information	information	NN
cord-255762-qd6fht8y	122	27	.	.	.
cord-255762-qd6fht8y	123	1	The	the	DT
cord-255762-qd6fht8y	123	2	first	first	JJ
cord-255762-qd6fht8y	123	3	and	and	CC
cord-255762-qd6fht8y	123	4	main	main	JJ
cord-255762-qd6fht8y	123	5	source	source	NN
cord-255762-qd6fht8y	123	6	of	of	IN
cord-255762-qd6fht8y	123	7	information	information	NN
cord-255762-qd6fht8y	123	8	is	be	VBZ
cord-255762-qd6fht8y	123	9	an	an	DT
cord-255762-qd6fht8y	123	10	original	original	JJ
cord-255762-qd6fht8y	123	11	dataset	dataset	NN
cord-255762-qd6fht8y	123	12	consisting	consisting	NN
cord-255762-qd6fht8y	123	13	of	of	IN
cord-255762-qd6fht8y	123	14	unit	unit	NN
cord-255762-qd6fht8y	123	15	prices	price	NNS
cord-255762-qd6fht8y	123	16	paid	pay	VBN
cord-255762-qd6fht8y	123	17	by	by	IN
cord-255762-qd6fht8y	123	18	Italian	italian	JJ
cord-255762-qd6fht8y	123	19	PBs	pb	NNS
cord-255762-qd6fht8y	123	20	to	to	TO
cord-255762-qd6fht8y	123	21	purchase	purchase	VB
cord-255762-qd6fht8y	123	22	simple	simple	JJ
cord-255762-qd6fht8y	123	23	medical	medical	JJ
cord-255762-qd6fht8y	123	24	devices	device	NNS
cord-255762-qd6fht8y	123	25	from	from	IN
cord-255762-qd6fht8y	123	26	January	January	NNP
cord-255762-qd6fht8y	123	27	1	1	CD
cord-255762-qd6fht8y	123	28	,	,	,
cord-255762-qd6fht8y	123	29	2013	2013	CD
cord-255762-qd6fht8y	123	30	to	to	IN
cord-255762-qd6fht8y	123	31	December	December	NNP
cord-255762-qd6fht8y	123	32	31	31	CD
cord-255762-qd6fht8y	123	33	,	,	,
cord-255762-qd6fht8y	123	34	2013	2013	CD
cord-255762-qd6fht8y	123	35	.	.	.
cord-255762-qd6fht8y	124	1	All	all	PDT
cord-255762-qd6fht8y	124	2	these	these	DT
cord-255762-qd6fht8y	124	3	devices	device	NNS
cord-255762-qd6fht8y	124	4	were	be	VBD
cord-255762-qd6fht8y	124	5	subject	subject	JJ
cord-255762-qd6fht8y	124	6	to	to	IN
cord-255762-qd6fht8y	124	7	reference	reference	NN
cord-255762-qd6fht8y	124	8	prices	price	NNS
cord-255762-qd6fht8y	124	9	until	until	IN
cord-255762-qd6fht8y	124	10	May	May	NNP
cord-255762-qd6fht8y	124	11	2	2	CD
cord-255762-qd6fht8y	124	12	,	,	,
cord-255762-qd6fht8y	124	13	2013	2013	CD
cord-255762-qd6fht8y	124	14	,	,	,
cord-255762-qd6fht8y	124	15	and	and	CC
cord-255762-qd6fht8y	124	16	the	the	DT
cord-255762-qd6fht8y	124	17	related	related	JJ
cord-255762-qd6fht8y	124	18	information	information	NN
cord-255762-qd6fht8y	124	19	on	on	IN
cord-255762-qd6fht8y	124	20	awarding	award	VBG
cord-255762-qd6fht8y	124	21	tenders	tender	NNS
cord-255762-qd6fht8y	124	22	was	be	VBD
cord-255762-qd6fht8y	124	23	collected	collect	VBN
cord-255762-qd6fht8y	124	24	by	by	IN
cord-255762-qd6fht8y	124	25	the	the	DT
cord-255762-qd6fht8y	124	26	AVCP	AVCP	NNP
cord-255762-qd6fht8y	124	27	.	.	.
cord-255762-qd6fht8y	125	1	PBs	pb	NNS
cord-255762-qd6fht8y	125	2	usually	usually	RB
cord-255762-qd6fht8y	125	3	adopt	adopt	VBP
cord-255762-qd6fht8y	125	4	procedures	procedure	NNS
cord-255762-qd6fht8y	125	5	under	under	IN
cord-255762-qd6fht8y	125	6	which	which	WDT
cord-255762-qd6fht8y	125	7	they	-PRON-	PRP
cord-255762-qd6fht8y	125	8	aggregate	aggregate	VBP
cord-255762-qd6fht8y	125	9	the	the	DT
cord-255762-qd6fht8y	125	10	purchase	purchase	NN
cord-255762-qd6fht8y	125	11	of	of	IN
cord-255762-qd6fht8y	125	12	similar	similar	JJ
cord-255762-qd6fht8y	125	13	the	the	DT
cord-255762-qd6fht8y	125	14	previous	previous	JJ
cord-255762-qd6fht8y	125	15	contract	contract	NN
cord-255762-qd6fht8y	125	16	has	have	VBZ
cord-255762-qd6fht8y	125	17	expired	expire	VBN
cord-255762-qd6fht8y	125	18	and	and	CC
cord-255762-qd6fht8y	125	19	no	no	DT
cord-255762-qd6fht8y	125	20	participants	participant	NNS
cord-255762-qd6fht8y	125	21	bid	bid	VBN
cord-255762-qd6fht8y	125	22	in	in	IN
cord-255762-qd6fht8y	125	23	the	the	DT
cord-255762-qd6fht8y	125	24	following	follow	VBG
cord-255762-qd6fht8y	125	25	tender	tender	NN
cord-255762-qd6fht8y	125	26	or	or	CC
cord-255762-qd6fht8y	125	27	(	(	-LRB-
cord-255762-qd6fht8y	125	28	iv	iv	LS
cord-255762-qd6fht8y	125	29	)	)	-RRB-
cord-255762-qd6fht8y	125	30	unpredictable	unpredictable	JJ
cord-255762-qd6fht8y	125	31	events	event	NNS
cord-255762-qd6fht8y	125	32	.	.	.
cord-255762-qd6fht8y	126	1	10	10	CD
cord-255762-qd6fht8y	127	1	In	in	IN
cord-255762-qd6fht8y	127	2	2014	2014	CD
cord-255762-qd6fht8y	127	3	,	,	,
cord-255762-qd6fht8y	127	4	the	the	DT
cord-255762-qd6fht8y	127	5	responsibilities	responsibility	NNS
cord-255762-qd6fht8y	127	6	of	of	IN
cord-255762-qd6fht8y	127	7	the	the	DT
cord-255762-qd6fht8y	127	8	AVCP	AVCP	NNP
cord-255762-qd6fht8y	127	9	were	be	VBD
cord-255762-qd6fht8y	127	10	transferred	transfer	VBN
cord-255762-qd6fht8y	127	11	to	to	IN
cord-255762-qd6fht8y	127	12	the	the	DT
cord-255762-qd6fht8y	127	13	Italian	Italian	NNP
cord-255762-qd6fht8y	127	14	Anticorruption	Anticorruption	NNP
cord-255762-qd6fht8y	127	15	Authority	Authority	NNP
cord-255762-qd6fht8y	127	16	(	(	-LRB-
cord-255762-qd6fht8y	127	17	ANAC	ANAC	NNP
cord-255762-qd6fht8y	127	18	)	)	-RRB-
cord-255762-qd6fht8y	127	19	.	.	.
cord-255762-qd6fht8y	128	1	11	11	CD
cord-255762-qd6fht8y	129	1	The	the	DT
cord-255762-qd6fht8y	129	2	policy	policy	NN
cord-255762-qd6fht8y	129	3	on	on	IN
cord-255762-qd6fht8y	129	4	reference	reference	NN
cord-255762-qd6fht8y	129	5	prices	price	NNS
cord-255762-qd6fht8y	129	6	included	include	VBD
cord-255762-qd6fht8y	129	7	a	a	DT
cord-255762-qd6fht8y	129	8	safeguard	safeguard	NN
cord-255762-qd6fht8y	129	9	clause	clause	NN
cord-255762-qd6fht8y	129	10	.	.	.
cord-255762-qd6fht8y	130	1	If	if	IN
cord-255762-qd6fht8y	130	2	a	a	DT
cord-255762-qd6fht8y	130	3	tender	tender	NN
cord-255762-qd6fht8y	130	4	applying	apply	VBG
cord-255762-qd6fht8y	130	5	reference	reference	NN
cord-255762-qd6fht8y	130	6	prices	price	NNS
cord-255762-qd6fht8y	130	7	was	be	VBD
cord-255762-qd6fht8y	130	8	null	null	JJ
cord-255762-qd6fht8y	130	9	,	,	,
cord-255762-qd6fht8y	130	10	the	the	DT
cord-255762-qd6fht8y	130	11	PB	PB	NNP
cord-255762-qd6fht8y	130	12	could	could	MD
cord-255762-qd6fht8y	130	13	then	then	RB
cord-255762-qd6fht8y	130	14	proceed	proceed	VB
cord-255762-qd6fht8y	130	15	with	with	IN
cord-255762-qd6fht8y	130	16	a	a	DT
cord-255762-qd6fht8y	130	17	new	new	JJ
cord-255762-qd6fht8y	130	18	tender	tender	NN
cord-255762-qd6fht8y	130	19	where	where	WRB
cord-255762-qd6fht8y	130	20	reference	reference	NN
cord-255762-qd6fht8y	130	21	prices	price	NNS
cord-255762-qd6fht8y	130	22	were	be	VBD
cord-255762-qd6fht8y	130	23	no	no	RB
cord-255762-qd6fht8y	130	24	longer	long	RBR
cord-255762-qd6fht8y	130	25	applied	apply	VBN
cord-255762-qd6fht8y	130	26	.	.	.
cord-255762-qd6fht8y	131	1	Anecdotal	anecdotal	JJ
cord-255762-qd6fht8y	131	2	evidence	evidence	NN
cord-255762-qd6fht8y	131	3	suggests	suggest	VBZ
cord-255762-qd6fht8y	131	4	the	the	DT
cord-255762-qd6fht8y	131	5	clause	clause	NN
cord-255762-qd6fht8y	131	6	was	be	VBD
cord-255762-qd6fht8y	131	7	rarely	rarely	RB
cord-255762-qd6fht8y	131	8	implemented	implement	VBN
cord-255762-qd6fht8y	131	9	.	.	.
cord-255762-qd6fht8y	132	1	12	12	CD
cord-255762-qd6fht8y	133	1	In	in	IN
cord-255762-qd6fht8y	133	2	line	line	NN
cord-255762-qd6fht8y	133	3	with	with	IN
cord-255762-qd6fht8y	133	4	the	the	DT
cord-255762-qd6fht8y	133	5	date	date	NN
cord-255762-qd6fht8y	133	6	and	and	CC
cord-255762-qd6fht8y	133	7	with	with	IN
cord-255762-qd6fht8y	133	8	reference	reference	NN
cord-255762-qd6fht8y	133	9	to	to	IN
cord-255762-qd6fht8y	133	10	the	the	DT
cord-255762-qd6fht8y	133	11	date	date	NN
cord-255762-qd6fht8y	133	12	recorded	record	VBN
cord-255762-qd6fht8y	133	13	in	in	IN
cord-255762-qd6fht8y	133	14	each	each	DT
cord-255762-qd6fht8y	133	15	tender	tender	NN
cord-255762-qd6fht8y	133	16	transcript	transcript	NN
cord-255762-qd6fht8y	133	17	,	,	,
cord-255762-qd6fht8y	133	18	in	in	IN
cord-255762-qd6fht8y	133	19	our	-PRON-	PRP$
cord-255762-qd6fht8y	133	20	database	database	NN
cord-255762-qd6fht8y	133	21	we	-PRON-	PRP
cord-255762-qd6fht8y	133	22	divided	divide	VBD
cord-255762-qd6fht8y	133	23	unit	unit	NN
cord-255762-qd6fht8y	133	24	prices	price	NNS
cord-255762-qd6fht8y	133	25	for	for	IN
cord-255762-qd6fht8y	133	26	medical	medical	JJ
cord-255762-qd6fht8y	133	27	devices	device	NNS
cord-255762-qd6fht8y	133	28	into	into	IN
cord-255762-qd6fht8y	133	29	two	two	CD
cord-255762-qd6fht8y	133	30	groups	group	NNS
cord-255762-qd6fht8y	133	31	,	,	,
cord-255762-qd6fht8y	133	32	when	when	WRB
cord-255762-qd6fht8y	133	33	the	the	DT
cord-255762-qd6fht8y	133	34	reference	reference	NN
cord-255762-qd6fht8y	133	35	price	price	NN
cord-255762-qd6fht8y	133	36	regime	regime	NN
cord-255762-qd6fht8y	133	37	was	be	VBD
cord-255762-qd6fht8y	133	38	applicable	applicable	JJ
cord-255762-qd6fht8y	133	39	or	or	CC
cord-255762-qd6fht8y	133	40	not	not	RB
cord-255762-qd6fht8y	133	41	,	,	,
cord-255762-qd6fht8y	133	42	i.e.	i.e.	FW
cord-255762-qd6fht8y	133	43	before	before	IN
cord-255762-qd6fht8y	133	44	/	/	SYM
cord-255762-qd6fht8y	133	45	after	after	IN
cord-255762-qd6fht8y	133	46	May	May	NNP
cord-255762-qd6fht8y	133	47	2	2	CD
cord-255762-qd6fht8y	133	48	,	,	,
cord-255762-qd6fht8y	133	49	2013	2013	CD
cord-255762-qd6fht8y	133	50	.	.	.
cord-255762-qd6fht8y	134	1	13	13	CD
cord-255762-qd6fht8y	135	1	The	the	DT
cord-255762-qd6fht8y	135	2	Italian	Italian	NNP
cord-255762-qd6fht8y	135	3	National	National	NNP
cord-255762-qd6fht8y	135	4	Agency	Agency	NNP
cord-255762-qd6fht8y	135	5	for	for	IN
cord-255762-qd6fht8y	135	6	Regional	Regional	NNP
cord-255762-qd6fht8y	135	7	Health	Health	NNP
cord-255762-qd6fht8y	135	8	Services	Services	NNPS
cord-255762-qd6fht8y	135	9	(	(	-LRB-
cord-255762-qd6fht8y	135	10	AGENAS	AGENAS	NNP
cord-255762-qd6fht8y	135	11	)	)	-RRB-
cord-255762-qd6fht8y	135	12	produced	produce	VBD
cord-255762-qd6fht8y	135	13	two	two	CD
cord-255762-qd6fht8y	135	14	lists	list	NNS
cord-255762-qd6fht8y	135	15	for	for	IN
cord-255762-qd6fht8y	135	16	classes	class	NNS
cord-255762-qd6fht8y	135	17	of	of	IN
cord-255762-qd6fht8y	135	18	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	135	19	products	product	NNS
cord-255762-qd6fht8y	135	20	.	.	.
cord-255762-qd6fht8y	136	1	The	the	DT
cord-255762-qd6fht8y	136	2	first	first	JJ
cord-255762-qd6fht8y	136	3	,	,	,
cord-255762-qd6fht8y	136	4	published	publish	VBN
cord-255762-qd6fht8y	136	5	in	in	IN
cord-255762-qd6fht8y	136	6	2009	2009	CD
cord-255762-qd6fht8y	136	7	,	,	,
cord-255762-qd6fht8y	136	8	was	be	VBD
cord-255762-qd6fht8y	136	9	used	use	VBN
cord-255762-qd6fht8y	136	10	to	to	TO
cord-255762-qd6fht8y	136	11	set	set	VB
cord-255762-qd6fht8y	136	12	the	the	DT
cord-255762-qd6fht8y	136	13	reference	reference	NN
cord-255762-qd6fht8y	136	14	prices	price	NNS
cord-255762-qd6fht8y	136	15	,	,	,
cord-255762-qd6fht8y	136	16	ruled	rule	VBD
cord-255762-qd6fht8y	136	17	out	out	RP
cord-255762-qd6fht8y	136	18	on	on	IN
cord-255762-qd6fht8y	136	19	May	May	NNP
cord-255762-qd6fht8y	136	20	2	2	CD
cord-255762-qd6fht8y	136	21	,	,	,
cord-255762-qd6fht8y	136	22	2013	2013	CD
cord-255762-qd6fht8y	136	23	.	.	.
cord-255762-qd6fht8y	137	1	The	the	DT
cord-255762-qd6fht8y	137	2	second	second	JJ
cord-255762-qd6fht8y	137	3	,	,	,
cord-255762-qd6fht8y	137	4	published	publish	VBN
cord-255762-qd6fht8y	137	5	in	in	IN
cord-255762-qd6fht8y	137	6	2013	2013	CD
cord-255762-qd6fht8y	137	7	,	,	,
cord-255762-qd6fht8y	137	8	is	be	VBZ
cord-255762-qd6fht8y	137	9	a	a	DT
cord-255762-qd6fht8y	137	10	more	more	RBR
cord-255762-qd6fht8y	137	11	detailed	detailed	JJ
cord-255762-qd6fht8y	137	12	list	list	NN
cord-255762-qd6fht8y	137	13	created	create	VBN
cord-255762-qd6fht8y	137	14	to	to	TO
cord-255762-qd6fht8y	137	15	address	address	VB
cord-255762-qd6fht8y	137	16	the	the	DT
cord-255762-qd6fht8y	137	17	tribunal	tribunal	NN
cord-255762-qd6fht8y	137	18	's	's	POS
cord-255762-qd6fht8y	137	19	concerns	concern	NNS
cord-255762-qd6fht8y	137	20	about	about	IN
cord-255762-qd6fht8y	137	21	excessive	excessive	JJ
cord-255762-qd6fht8y	137	22	intra	intra	JJ
cord-255762-qd6fht8y	137	23	-	-	JJ
cord-255762-qd6fht8y	137	24	class	class	JJ
cord-255762-qd6fht8y	137	25	product	product	NN
cord-255762-qd6fht8y	137	26	heterogeneity	heterogeneity	NN
cord-255762-qd6fht8y	137	27	(	(	-LRB-
cord-255762-qd6fht8y	137	28	mainly	mainly	RB
cord-255762-qd6fht8y	137	29	stents	stent	NNS
cord-255762-qd6fht8y	137	30	and	and	CC
cord-255762-qd6fht8y	137	31	prostheses	prosthesis	NNS
cord-255762-qd6fht8y	137	32	)	)	-RRB-
cord-255762-qd6fht8y	137	33	.	.	.
cord-255762-qd6fht8y	138	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	138	2	empirical	empirical	JJ
cord-255762-qd6fht8y	138	3	analysis	analysis	NN
cord-255762-qd6fht8y	138	4	uses	use	VBZ
cord-255762-qd6fht8y	138	5	the	the	DT
cord-255762-qd6fht8y	138	6	latter	latter	JJ
cord-255762-qd6fht8y	138	7	.	.	.
cord-255762-qd6fht8y	139	1	medical	medical	JJ
cord-255762-qd6fht8y	139	2	devices	device	NNS
cord-255762-qd6fht8y	139	3	into	into	IN
cord-255762-qd6fht8y	139	4	lots	lot	NNS
cord-255762-qd6fht8y	139	5	,	,	,
cord-255762-qd6fht8y	139	6	14	14	CD
cord-255762-qd6fht8y	139	7	with	with	IN
cord-255762-qd6fht8y	139	8	a	a	DT
cord-255762-qd6fht8y	139	9	separate	separate	JJ
cord-255762-qd6fht8y	139	10	tender	tender	NN
cord-255762-qd6fht8y	139	11	for	for	IN
cord-255762-qd6fht8y	139	12	each	each	DT
cord-255762-qd6fht8y	139	13	lot	lot	NN
cord-255762-qd6fht8y	139	14	.	.	.
cord-255762-qd6fht8y	140	1	Each	each	DT
cord-255762-qd6fht8y	140	2	procedure	procedure	NN
cord-255762-qd6fht8y	140	3	corresponds	correspond	VBZ
cord-255762-qd6fht8y	140	4	to	to	IN
cord-255762-qd6fht8y	140	5	a	a	DT
cord-255762-qd6fht8y	140	6	framework	framework	NN
cord-255762-qd6fht8y	140	7	with	with	IN
cord-255762-qd6fht8y	140	8	common	common	JJ
cord-255762-qd6fht8y	140	9	rules	rule	NNS
cord-255762-qd6fht8y	140	10	for	for	IN
cord-255762-qd6fht8y	140	11	supplier	supplier	NN
cord-255762-qd6fht8y	140	12	requirements	requirement	NNS
cord-255762-qd6fht8y	140	13	,	,	,
cord-255762-qd6fht8y	140	14	bank	bank	NN
cord-255762-qd6fht8y	140	15	guarantees	guarantee	NNS
cord-255762-qd6fht8y	140	16	,	,	,
cord-255762-qd6fht8y	140	17	etc	etc	FW
cord-255762-qd6fht8y	140	18	..	..	.
cord-255762-qd6fht8y	141	1	As	as	IN
cord-255762-qd6fht8y	141	2	an	an	DT
cord-255762-qd6fht8y	141	3	example	example	NN
cord-255762-qd6fht8y	141	4	,	,	,
cord-255762-qd6fht8y	141	5	let	let	VB
cord-255762-qd6fht8y	141	6	us	-PRON-	PRP
cord-255762-qd6fht8y	141	7	consider	consider	VB
cord-255762-qd6fht8y	141	8	a	a	DT
cord-255762-qd6fht8y	141	9	public	public	JJ
cord-255762-qd6fht8y	141	10	buyer	buyer	NN
cord-255762-qd6fht8y	141	11	,	,	,
cord-255762-qd6fht8y	141	12	P	p	NN
cord-255762-qd6fht8y	141	13	B	B	NNP
cord-255762-qd6fht8y	141	14	a	a	DT
cord-255762-qd6fht8y	141	15	,	,	,
cord-255762-qd6fht8y	141	16	awarding	award	VBG
cord-255762-qd6fht8y	141	17	a	a	DT
cord-255762-qd6fht8y	141	18	lot	lot	NN
cord-255762-qd6fht8y	141	19	,	,	,
cord-255762-qd6fht8y	141	20	lot	lot	NN
cord-255762-qd6fht8y	141	21	1	1	CD
cord-255762-qd6fht8y	141	22	,	,	,
cord-255762-qd6fht8y	141	23	through	through	IN
cord-255762-qd6fht8y	141	24	a	a	DT
cord-255762-qd6fht8y	141	25	tender	tender	NN
cord-255762-qd6fht8y	141	26	in	in	IN
cord-255762-qd6fht8y	141	27	the	the	DT
cord-255762-qd6fht8y	141	28	form	form	NN
cord-255762-qd6fht8y	141	29	of	of	IN
cord-255762-qd6fht8y	141	30	a	a	DT
cord-255762-qd6fht8y	141	31	first	first	JJ
cord-255762-qd6fht8y	141	32	price	price	NN
cord-255762-qd6fht8y	141	33	auction	auction	NN
cord-255762-qd6fht8y	141	34	,	,	,
cord-255762-qd6fht8y	141	35	FPA	FPA	NNP
cord-255762-qd6fht8y	141	36	.	.	.
cord-255762-qd6fht8y	142	1	Let	let	VB
cord-255762-qd6fht8y	142	2	us	-PRON-	PRP
cord-255762-qd6fht8y	142	3	assume	assume	VB
cord-255762-qd6fht8y	142	4	lot	lot	NN
cord-255762-qd6fht8y	142	5	1	1	CD
cord-255762-qd6fht8y	142	6	includes	include	VBZ
cord-255762-qd6fht8y	142	7	3	3	CD
cord-255762-qd6fht8y	142	8	different	different	JJ
cord-255762-qd6fht8y	142	9	devices	device	NNS
cord-255762-qd6fht8y	142	10	,	,	,
cord-255762-qd6fht8y	142	11	e.g.	e.g.	RB
cord-255762-qd6fht8y	142	12	three	three	CD
cord-255762-qd6fht8y	142	13	bandages	bandage	NNS
cord-255762-qd6fht8y	142	14	of	of	IN
cord-255762-qd6fht8y	142	15	different	different	JJ
cord-255762-qd6fht8y	142	16	lengths	length	NNS
cord-255762-qd6fht8y	142	17	(	(	-LRB-
cord-255762-qd6fht8y	142	18	say	say	VB
cord-255762-qd6fht8y	142	19	,	,	,
cord-255762-qd6fht8y	142	20	5	5	CD
cord-255762-qd6fht8y	142	21	,	,	,
cord-255762-qd6fht8y	142	22	10	10	CD
cord-255762-qd6fht8y	142	23	and	and	CC
cord-255762-qd6fht8y	142	24	50	50	CD
cord-255762-qd6fht8y	142	25	cm	cm	NNS
cord-255762-qd6fht8y	142	26	)	)	-RRB-
cord-255762-qd6fht8y	142	27	,	,	,
cord-255762-qd6fht8y	142	28	and	and	CC
cord-255762-qd6fht8y	142	29	that	that	IN
cord-255762-qd6fht8y	142	30	only	only	RB
cord-255762-qd6fht8y	142	31	the	the	DT
cord-255762-qd6fht8y	142	32	first	first	JJ
cord-255762-qd6fht8y	142	33	two	two	CD
cord-255762-qd6fht8y	142	34	are	be	VBP
cord-255762-qd6fht8y	142	35	subject	subject	JJ
cord-255762-qd6fht8y	142	36	to	to	IN
cord-255762-qd6fht8y	142	37	the	the	DT
cord-255762-qd6fht8y	142	38	reference	reference	NN
cord-255762-qd6fht8y	142	39	price	price	NN
cord-255762-qd6fht8y	142	40	regime	regime	NN
cord-255762-qd6fht8y	142	41	.	.	.
cord-255762-qd6fht8y	143	1	In	in	IN
cord-255762-qd6fht8y	143	2	this	this	DT
cord-255762-qd6fht8y	143	3	tender	tender	NN
cord-255762-qd6fht8y	143	4	for	for	IN
cord-255762-qd6fht8y	143	5	lot	lot	NN
cord-255762-qd6fht8y	143	6	1	1	CD
cord-255762-qd6fht8y	143	7	,	,	,
cord-255762-qd6fht8y	143	8	all	all	DT
cord-255762-qd6fht8y	143	9	participating	participate	VBG
cord-255762-qd6fht8y	143	10	suppliers	supplier	NNS
cord-255762-qd6fht8y	143	11	offer	offer	VBP
cord-255762-qd6fht8y	143	12	a	a	DT
cord-255762-qd6fht8y	143	13	price	price	NN
cord-255762-qd6fht8y	143	14	for	for	IN
cord-255762-qd6fht8y	143	15	each	each	DT
cord-255762-qd6fht8y	143	16	of	of	IN
cord-255762-qd6fht8y	143	17	the	the	DT
cord-255762-qd6fht8y	143	18	three	three	CD
cord-255762-qd6fht8y	143	19	bandages	bandage	NNS
cord-255762-qd6fht8y	143	20	.	.	.
cord-255762-qd6fht8y	144	1	The	the	DT
cord-255762-qd6fht8y	144	2	winner	winner	NN
cord-255762-qd6fht8y	144	3	of	of	IN
cord-255762-qd6fht8y	144	4	lot	lot	NN
cord-255762-qd6fht8y	144	5	1	1	CD
cord-255762-qd6fht8y	144	6	is	be	VBZ
cord-255762-qd6fht8y	144	7	the	the	DT
cord-255762-qd6fht8y	144	8	supplier	supplier	NN
cord-255762-qd6fht8y	144	9	who	who	WP
cord-255762-qd6fht8y	144	10	offers	offer	VBZ
cord-255762-qd6fht8y	144	11	the	the	DT
cord-255762-qd6fht8y	144	12	lowest	low	JJS
cord-255762-qd6fht8y	144	13	price	price	NN
cord-255762-qd6fht8y	144	14	for	for	IN
cord-255762-qd6fht8y	144	15	the	the	DT
cord-255762-qd6fht8y	144	16	whole	whole	JJ
cord-255762-qd6fht8y	144	17	lot	lot	NN
cord-255762-qd6fht8y	144	18	1	1	CD
cord-255762-qd6fht8y	144	19	,	,	,
cord-255762-qd6fht8y	144	20	corresponding	correspond	VBG
cord-255762-qd6fht8y	144	21	to	to	IN
cord-255762-qd6fht8y	144	22	the	the	DT
cord-255762-qd6fht8y	144	23	sum	sum	NN
cord-255762-qd6fht8y	144	24	of	of	IN
cord-255762-qd6fht8y	144	25	each	each	DT
cord-255762-qd6fht8y	144	26	device	device	NN
cord-255762-qd6fht8y	144	27	's	's	POS
cord-255762-qd6fht8y	144	28	unit	unit	NN
cord-255762-qd6fht8y	144	29	price	price	NN
cord-255762-qd6fht8y	144	30	multiplied	multiply	VBN
cord-255762-qd6fht8y	144	31	by	by	IN
cord-255762-qd6fht8y	144	32	the	the	DT
cord-255762-qd6fht8y	144	33	quantity	quantity	NN
cord-255762-qd6fht8y	144	34	requested	request	VBN
cord-255762-qd6fht8y	144	35	.	.	.
cord-255762-qd6fht8y	145	1	Accordingly	accordingly	RB
cord-255762-qd6fht8y	145	2	,	,	,
cord-255762-qd6fht8y	145	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	145	4	database	database	NN
cord-255762-qd6fht8y	145	5	records	record	VBZ
cord-255762-qd6fht8y	145	6	the	the	DT
cord-255762-qd6fht8y	145	7	unit	unit	NN
cord-255762-qd6fht8y	145	8	price	price	NN
cord-255762-qd6fht8y	145	9	offered	offer	VBN
cord-255762-qd6fht8y	145	10	by	by	IN
cord-255762-qd6fht8y	145	11	the	the	DT
cord-255762-qd6fht8y	145	12	winner	winner	NN
cord-255762-qd6fht8y	145	13	for	for	IN
cord-255762-qd6fht8y	145	14	each	each	DT
cord-255762-qd6fht8y	145	15	of	of	IN
cord-255762-qd6fht8y	145	16	the	the	DT
cord-255762-qd6fht8y	145	17	two	two	CD
cord-255762-qd6fht8y	145	18	devices	device	NNS
cord-255762-qd6fht8y	145	19	subject	subject	JJ
cord-255762-qd6fht8y	145	20	to	to	IN
cord-255762-qd6fht8y	145	21	the	the	DT
cord-255762-qd6fht8y	145	22	reference	reference	NN
cord-255762-qd6fht8y	145	23	price	price	NN
cord-255762-qd6fht8y	145	24	regime	regime	NN
cord-255762-qd6fht8y	145	25	,	,	,
cord-255762-qd6fht8y	145	26	as	as	RB
cord-255762-qd6fht8y	145	27	well	well	RB
cord-255762-qd6fht8y	145	28	as	as	IN
cord-255762-qd6fht8y	145	29	the	the	DT
cord-255762-qd6fht8y	145	30	quantity	quantity	NN
cord-255762-qd6fht8y	145	31	and	and	CC
cord-255762-qd6fht8y	145	32	the	the	DT
cord-255762-qd6fht8y	145	33	classes	class	NNS
cord-255762-qd6fht8y	145	34	of	of	IN
cord-255762-qd6fht8y	145	35	functionally	functionally	RB
cord-255762-qd6fht8y	145	36	equivalent	equivalent	JJ
cord-255762-qd6fht8y	145	37	medical	medical	JJ
cord-255762-qd6fht8y	145	38	devices	device	NNS
cord-255762-qd6fht8y	145	39	they	-PRON-	PRP
cord-255762-qd6fht8y	145	40	refer	refer	VBP
cord-255762-qd6fht8y	145	41	to	to	IN
cord-255762-qd6fht8y	145	42	.	.	.
cord-255762-qd6fht8y	146	1	However	however	RB
cord-255762-qd6fht8y	146	2	,	,	,
cord-255762-qd6fht8y	146	3	no	no	DT
cord-255762-qd6fht8y	146	4	information	information	NN
cord-255762-qd6fht8y	146	5	is	be	VBZ
cord-255762-qd6fht8y	146	6	available	available	JJ
cord-255762-qd6fht8y	146	7	for	for	IN
cord-255762-qd6fht8y	146	8	the	the	DT
cord-255762-qd6fht8y	146	9	third	third	JJ
cord-255762-qd6fht8y	146	10	device	device	NN
cord-255762-qd6fht8y	146	11	in	in	IN
cord-255762-qd6fht8y	146	12	lot	lot	NN
cord-255762-qd6fht8y	146	13	1	1	CD
cord-255762-qd6fht8y	146	14	which	which	WDT
cord-255762-qd6fht8y	146	15	is	be	VBZ
cord-255762-qd6fht8y	146	16	not	not	RB
cord-255762-qd6fht8y	146	17	subject	subject	JJ
cord-255762-qd6fht8y	146	18	to	to	IN
cord-255762-qd6fht8y	146	19	reference	reference	NN
cord-255762-qd6fht8y	146	20	prices	price	NNS
cord-255762-qd6fht8y	146	21	(	(	-LRB-
cord-255762-qd6fht8y	146	22	or	or	CC
cord-255762-qd6fht8y	146	23	for	for	IN
cord-255762-qd6fht8y	146	24	lots	lot	NNS
cord-255762-qd6fht8y	146	25	including	include	VBG
cord-255762-qd6fht8y	146	26	only	only	RB
cord-255762-qd6fht8y	146	27	these	these	DT
cord-255762-qd6fht8y	146	28	devices	device	NNS
cord-255762-qd6fht8y	146	29	)	)	-RRB-
cord-255762-qd6fht8y	146	30	.	.	.
cord-255762-qd6fht8y	147	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	147	2	database	database	NN
cord-255762-qd6fht8y	147	3	also	also	RB
cord-255762-qd6fht8y	147	4	has	have	VBZ
cord-255762-qd6fht8y	147	5	information	information	NN
cord-255762-qd6fht8y	147	6	regarding	regard	VBG
cord-255762-qd6fht8y	147	7	the	the	DT
cord-255762-qd6fht8y	147	8	ID	ID	NNP
cord-255762-qd6fht8y	147	9	of	of	IN
cord-255762-qd6fht8y	147	10	the	the	DT
cord-255762-qd6fht8y	147	11	PB	PB	NNP
cord-255762-qd6fht8y	147	12	organising	organise	VBG
cord-255762-qd6fht8y	147	13	the	the	DT
cord-255762-qd6fht8y	147	14	tender	tender	NN
cord-255762-qd6fht8y	147	15	,	,	,
cord-255762-qd6fht8y	147	16	the	the	DT
cord-255762-qd6fht8y	147	17	awarding	awarding	NN
cord-255762-qd6fht8y	147	18	mechanism	mechanism	NN
cord-255762-qd6fht8y	147	19	and	and	CC
cord-255762-qd6fht8y	147	20	,	,	,
cord-255762-qd6fht8y	147	21	for	for	IN
cord-255762-qd6fht8y	147	22	a	a	DT
cord-255762-qd6fht8y	147	23	subset	subset	NN
cord-255762-qd6fht8y	147	24	of	of	IN
cord-255762-qd6fht8y	147	25	observations	observation	NNS
cord-255762-qd6fht8y	147	26	,	,	,
cord-255762-qd6fht8y	147	27	the	the	DT
cord-255762-qd6fht8y	147	28	number	number	NN
cord-255762-qd6fht8y	147	29	of	of	IN
cord-255762-qd6fht8y	147	30	bidders	bidder	NNS
cord-255762-qd6fht8y	147	31	for	for	IN
cord-255762-qd6fht8y	147	32	each	each	DT
cord-255762-qd6fht8y	147	33	lot	lot	NN
cord-255762-qd6fht8y	147	34	.	.	.
cord-255762-qd6fht8y	148	1	Second	second	RB
cord-255762-qd6fht8y	148	2	,	,	,
cord-255762-qd6fht8y	148	3	from	from	IN
cord-255762-qd6fht8y	148	4	the	the	DT
cord-255762-qd6fht8y	148	5	Financial	Financial	NNP
cord-255762-qd6fht8y	148	6	Statements	statement	NNS
cord-255762-qd6fht8y	148	7	of	of	IN
cord-255762-qd6fht8y	148	8	each	each	DT
cord-255762-qd6fht8y	148	9	PB	PB	NNP
cord-255762-qd6fht8y	148	10	in	in	IN
cord-255762-qd6fht8y	148	11	our	-PRON-	PRP$
cord-255762-qd6fht8y	148	12	database	database	NN
cord-255762-qd6fht8y	148	13	,	,	,
cord-255762-qd6fht8y	148	14	we	-PRON-	PRP
cord-255762-qd6fht8y	148	15	collected	collect	VBD
cord-255762-qd6fht8y	148	16	information	information	NN
cord-255762-qd6fht8y	148	17	on	on	IN
cord-255762-qd6fht8y	148	18	the	the	DT
cord-255762-qd6fht8y	148	19	total	total	JJ
cord-255762-qd6fht8y	148	20	value	value	NN
cord-255762-qd6fht8y	148	21	of	of	IN
cord-255762-qd6fht8y	148	22	services	service	NNS
cord-255762-qd6fht8y	148	23	supplied	supply	VBN
cord-255762-qd6fht8y	148	24	,	,	,
cord-255762-qd6fht8y	148	25	total	total	JJ
cord-255762-qd6fht8y	148	26	costs	cost	NNS
cord-255762-qd6fht8y	148	27	,	,	,
cord-255762-qd6fht8y	148	28	costs	cost	NNS
cord-255762-qd6fht8y	148	29	for	for	IN
cord-255762-qd6fht8y	148	30	personnel	personnel	NNS
cord-255762-qd6fht8y	148	31	split	split	VBD
cord-255762-qd6fht8y	148	32	into	into	IN
cord-255762-qd6fht8y	148	33	health	health	NN
cord-255762-qd6fht8y	148	34	-	-	HYPH
cord-255762-qd6fht8y	148	35	related	relate	VBN
cord-255762-qd6fht8y	148	36	personnel	personnel	NNS
cord-255762-qd6fht8y	148	37	(	(	-LRB-
cord-255762-qd6fht8y	148	38	doctors	doctor	NNS
cord-255762-qd6fht8y	148	39	,	,	,
cord-255762-qd6fht8y	148	40	nurses	nurse	NNS
cord-255762-qd6fht8y	148	41	,	,	,
cord-255762-qd6fht8y	148	42	healthcare	healthcare	NN
cord-255762-qd6fht8y	148	43	assistants	assistant	NNS
cord-255762-qd6fht8y	148	44	)	)	-RRB-
cord-255762-qd6fht8y	148	45	and	and	CC
cord-255762-qd6fht8y	148	46	non	non	JJ
cord-255762-qd6fht8y	148	47	-	-	JJ
cord-255762-qd6fht8y	148	48	health	health	JJ
cord-255762-qd6fht8y	148	49	related	relate	VBN
cord-255762-qd6fht8y	148	50	personnel	personnel	NNS
cord-255762-qd6fht8y	148	51	(	(	-LRB-
cord-255762-qd6fht8y	148	52	clerks	clerk	NNS
cord-255762-qd6fht8y	148	53	)	)	-RRB-
cord-255762-qd6fht8y	148	54	,	,	,
cord-255762-qd6fht8y	148	55	and	and	CC
cord-255762-qd6fht8y	148	56	procurement	procurement	NN
cord-255762-qd6fht8y	148	57	costs	cost	NNS
cord-255762-qd6fht8y	148	58	for	for	IN
cord-255762-qd6fht8y	148	59	health	health	NN
cord-255762-qd6fht8y	148	60	-	-	HYPH
cord-255762-qd6fht8y	148	61	related	relate	VBN
cord-255762-qd6fht8y	148	62	goods	good	NNS
cord-255762-qd6fht8y	148	63	and	and	CC
cord-255762-qd6fht8y	148	64	services	service	NNS
cord-255762-qd6fht8y	148	65	.	.	.
cord-255762-qd6fht8y	149	1	15	15	CD
cord-255762-qd6fht8y	149	2	Summary	Summary	NNP
cord-255762-qd6fht8y	149	3	statistics	statistic	NNS
cord-255762-qd6fht8y	149	4	on	on	IN
cord-255762-qd6fht8y	149	5	the	the	DT
cord-255762-qd6fht8y	149	6	Financial	Financial	NNP
cord-255762-qd6fht8y	149	7	Statements	statement	NNS
cord-255762-qd6fht8y	149	8	are	be	VBP
cord-255762-qd6fht8y	149	9	set	set	VBN
cord-255762-qd6fht8y	149	10	out	out	RP
cord-255762-qd6fht8y	149	11	in	in	IN
cord-255762-qd6fht8y	149	12	Table	Table	NNP
cord-255762-qd6fht8y	149	13	1	1	CD
cord-255762-qd6fht8y	149	14	.	.	.
cord-255762-qd6fht8y	150	1	PBs	pb	NNS
cord-255762-qd6fht8y	150	2	were	be	VBD
cord-255762-qd6fht8y	150	3	also	also	RB
cord-255762-qd6fht8y	150	4	classified	classify	VBN
cord-255762-qd6fht8y	150	5	according	accord	VBG
cord-255762-qd6fht8y	150	6	to	to	IN
cord-255762-qd6fht8y	150	7	rural	rural	JJ
cord-255762-qd6fht8y	150	8	or	or	CC
cord-255762-qd6fht8y	150	9	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	150	10	location	location	NN
cord-255762-qd6fht8y	150	11	.	.	.
cord-255762-qd6fht8y	151	1	16	16	CD
cord-255762-qd6fht8y	151	2	Third	Third	NNP
cord-255762-qd6fht8y	151	3	,	,	,
cord-255762-qd6fht8y	151	4	we	-PRON-	PRP
cord-255762-qd6fht8y	151	5	gathered	gather	VBD
cord-255762-qd6fht8y	151	6	information	information	NN
cord-255762-qd6fht8y	151	7	from	from	IN
cord-255762-qd6fht8y	151	8	the	the	DT
cord-255762-qd6fht8y	151	9	National	National	NNP
cord-255762-qd6fht8y	151	10	Institute	Institute	NNP
cord-255762-qd6fht8y	151	11	of	of	IN
cord-255762-qd6fht8y	151	12	Statistics	Statistics	NNPS
cord-255762-qd6fht8y	151	13	(	(	-LRB-
cord-255762-qd6fht8y	151	14	ISTAT	ISTAT	NNP
cord-255762-qd6fht8y	151	15	)	)	-RRB-
cord-255762-qd6fht8y	151	16	on	on	IN
cord-255762-qd6fht8y	151	17	the	the	DT
cord-255762-qd6fht8y	151	18	size	size	NN
cord-255762-qd6fht8y	151	19	of	of	IN
cord-255762-qd6fht8y	151	20	the	the	DT
cord-255762-qd6fht8y	151	21	regional	regional	JJ
cord-255762-qd6fht8y	151	22	population	population	NN
cord-255762-qd6fht8y	151	23	and	and	CC
cord-255762-qd6fht8y	151	24	total	total	JJ
cord-255762-qd6fht8y	151	25	annual	annual	JJ
cord-255762-qd6fht8y	151	26	regional	regional	JJ
cord-255762-qd6fht8y	151	27	spending	spending	NN
cord-255762-qd6fht8y	151	28	on	on	IN
cord-255762-qd6fht8y	151	29	healthcare	healthcare	NN
cord-255762-qd6fht8y	151	30	.	.	.
cord-255762-qd6fht8y	152	1	This	this	DT
cord-255762-qd6fht8y	152	2	information	information	NN
cord-255762-qd6fht8y	152	3	is	be	VBZ
cord-255762-qd6fht8y	152	4	relevant	relevant	JJ
cord-255762-qd6fht8y	152	5	,	,	,
cord-255762-qd6fht8y	152	6	given	give	VBN
cord-255762-qd6fht8y	152	7	the	the	DT
cord-255762-qd6fht8y	152	8	decentralised	decentralised	JJ
cord-255762-qd6fht8y	152	9	nature	nature	NN
cord-255762-qd6fht8y	152	10	of	of	IN
cord-255762-qd6fht8y	152	11	the	the	DT
cord-255762-qd6fht8y	152	12	Italian	italian	JJ
cord-255762-qd6fht8y	152	13	health	health	NN
cord-255762-qd6fht8y	152	14	system	system	NN
cord-255762-qd6fht8y	152	15	,	,	,
cord-255762-qd6fht8y	152	16	because	because	IN
cord-255762-qd6fht8y	152	17	political	political	JJ
cord-255762-qd6fht8y	152	18	decisions	decision	NNS
cord-255762-qd6fht8y	152	19	at	at	IN
cord-255762-qd6fht8y	152	20	the	the	DT
cord-255762-qd6fht8y	152	21	regional	regional	JJ
cord-255762-qd6fht8y	152	22	level	level	NN
cord-255762-qd6fht8y	152	23	may	may	MD
cord-255762-qd6fht8y	152	24	impact	impact	VB
cord-255762-qd6fht8y	152	25	on	on	IN
cord-255762-qd6fht8y	152	26	PB	PB	NNP
cord-255762-qd6fht8y	152	27	competence	competence	NN
cord-255762-qd6fht8y	152	28	.	.	.
cord-255762-qd6fht8y	153	1	Note	note	VB
cord-255762-qd6fht8y	153	2	that	that	IN
cord-255762-qd6fht8y	153	3	the	the	DT
cord-255762-qd6fht8y	153	4	ratio	ratio	NN
cord-255762-qd6fht8y	153	5	between	between	IN
cord-255762-qd6fht8y	153	6	these	these	DT
cord-255762-qd6fht8y	153	7	two	two	CD
cord-255762-qd6fht8y	153	8	variables	variable	NNS
cord-255762-qd6fht8y	153	9	,	,	,
cord-255762-qd6fht8y	153	10	i.e.	i.e.	FW
cord-255762-qd6fht8y	153	11	per	per	FW
cord-255762-qd6fht8y	153	12	-	-	HYPH
cord-255762-qd6fht8y	153	13	capita	capita	NN
cord-255762-qd6fht8y	153	14	health	health	NN
cord-255762-qd6fht8y	153	15	expenditure	expenditure	NN
cord-255762-qd6fht8y	153	16	,	,	,
cord-255762-qd6fht8y	153	17	is	be	VBZ
cord-255762-qd6fht8y	153	18	a	a	DT
cord-255762-qd6fht8y	153	19	dimensionally	dimensionally	RB
cord-255762-qd6fht8y	153	20	invariant	invariant	JJ
cord-255762-qd6fht8y	153	21	measure	measure	NN
cord-255762-qd6fht8y	153	22	of	of	IN
cord-255762-qd6fht8y	153	23	the	the	DT
cord-255762-qd6fht8y	153	24	resources	resource	NNS
cord-255762-qd6fht8y	153	25	each	each	DT
cord-255762-qd6fht8y	153	26	region	region	NN
cord-255762-qd6fht8y	153	27	devotes	devote	VBZ
cord-255762-qd6fht8y	153	28	to	to	IN
cord-255762-qd6fht8y	153	29	healthcare	healthcare	NN
cord-255762-qd6fht8y	153	30	every	every	DT
cord-255762-qd6fht8y	153	31	year	year	NN
cord-255762-qd6fht8y	153	32	.	.	.
cord-255762-qd6fht8y	154	1	On	on	IN
cord-255762-qd6fht8y	154	2	average	average	JJ
cord-255762-qd6fht8y	154	3	,	,	,
cord-255762-qd6fht8y	154	4	in	in	IN
cord-255762-qd6fht8y	154	5	2013	2013	CD
cord-255762-qd6fht8y	154	6	,	,	,
cord-255762-qd6fht8y	154	7	the	the	DT
cord-255762-qd6fht8y	154	8	per	per	IN
cord-255762-qd6fht8y	154	9	-	-	HYPH
cord-255762-qd6fht8y	154	10	capita	capita	NN
cord-255762-qd6fht8y	154	11	health	health	NN
cord-255762-qd6fht8y	154	12	expenditure	expenditure	NN
cord-255762-qd6fht8y	154	13	was	be	VBD
cord-255762-qd6fht8y	154	14	e1,891	e1,891	RB
cord-255762-qd6fht8y	154	15	.	.	.
cord-255762-qd6fht8y	155	1	17	17	CD
cord-255762-qd6fht8y	155	2	Finally	finally	RB
cord-255762-qd6fht8y	155	3	,	,	,
cord-255762-qd6fht8y	155	4	from	from	IN
cord-255762-qd6fht8y	155	5	Assobiomedica	Assobiomedica	NNP
cord-255762-qd6fht8y	155	6	,	,	,
cord-255762-qd6fht8y	155	7	the	the	DT
cord-255762-qd6fht8y	155	8	main	main	JJ
cord-255762-qd6fht8y	155	9	Italian	Italian	NNP
cord-255762-qd6fht8y	155	10	Association	Association	NNP
cord-255762-qd6fht8y	155	11	of	of	IN
cord-255762-qd6fht8y	155	12	medical	medical	JJ
cord-255762-qd6fht8y	155	13	device	device	NN
cord-255762-qd6fht8y	156	1	pro-	pro-	JJ
cord-255762-qd6fht8y	157	1	14	14	CD
cord-255762-qd6fht8y	158	1	Via	via	IN
cord-255762-qd6fht8y	158	2	the	the	DT
cord-255762-qd6fht8y	158	3	CND	CND	NNP
cord-255762-qd6fht8y	158	4	code	code	NN
cord-255762-qd6fht8y	158	5	(	(	-LRB-
cord-255762-qd6fht8y	158	6	National	National	NNP
cord-255762-qd6fht8y	158	7	Device	Device	NNP
cord-255762-qd6fht8y	158	8	Classification	Classification	NNP
cord-255762-qd6fht8y	158	9	,	,	,
cord-255762-qd6fht8y	158	10	a	a	DT
cord-255762-qd6fht8y	158	11	top	top	JJ
cord-255762-qd6fht8y	158	12	-	-	HYPH
cord-255762-qd6fht8y	158	13	down	down	RP
cord-255762-qd6fht8y	158	14	digit	digit	NN
cord-255762-qd6fht8y	158	15	structure	structure	NN
cord-255762-qd6fht8y	158	16	from	from	IN
cord-255762-qd6fht8y	158	17	general	general	JJ
cord-255762-qd6fht8y	158	18	to	to	IN
cord-255762-qd6fht8y	158	19	narrow	narrow	JJ
cord-255762-qd6fht8y	158	20	descriptions	description	NNS
cord-255762-qd6fht8y	158	21	of	of	IN
cord-255762-qd6fht8y	158	22	devices	device	NNS
cord-255762-qd6fht8y	158	23	)	)	-RRB-
cord-255762-qd6fht8y	158	24	,	,	,
cord-255762-qd6fht8y	158	25	we	-PRON-	PRP
cord-255762-qd6fht8y	158	26	investigated	investigate	VBD
cord-255762-qd6fht8y	158	27	the	the	DT
cord-255762-qd6fht8y	158	28	extent	extent	NN
cord-255762-qd6fht8y	158	29	of	of	IN
cord-255762-qd6fht8y	158	30	heterogeneity	heterogeneity	NN
cord-255762-qd6fht8y	158	31	within	within	IN
cord-255762-qd6fht8y	158	32	each	each	DT
cord-255762-qd6fht8y	158	33	lot	lot	NN
cord-255762-qd6fht8y	158	34	in	in	IN
cord-255762-qd6fht8y	158	35	our	-PRON-	PRP$
cord-255762-qd6fht8y	158	36	database	database	NN
cord-255762-qd6fht8y	158	37	.	.	.
cord-255762-qd6fht8y	159	1	For	for	IN
cord-255762-qd6fht8y	159	2	the	the	DT
cord-255762-qd6fht8y	159	3	first	first	JJ
cord-255762-qd6fht8y	159	4	level	level	NN
cord-255762-qd6fht8y	159	5	of	of	IN
cord-255762-qd6fht8y	159	6	classification	classification	NN
cord-255762-qd6fht8y	159	7	,	,	,
cord-255762-qd6fht8y	159	8	which	which	WDT
cord-255762-qd6fht8y	159	9	gives	give	VBZ
cord-255762-qd6fht8y	159	10	the	the	DT
cord-255762-qd6fht8y	159	11	general	general	JJ
cord-255762-qd6fht8y	159	12	description	description	NN
cord-255762-qd6fht8y	159	13	of	of	IN
cord-255762-qd6fht8y	159	14	the	the	DT
cord-255762-qd6fht8y	159	15	device	device	NN
cord-255762-qd6fht8y	159	16	,	,	,
cord-255762-qd6fht8y	159	17	we	-PRON-	PRP
cord-255762-qd6fht8y	159	18	found	find	VBD
cord-255762-qd6fht8y	159	19	that	that	IN
cord-255762-qd6fht8y	159	20	only	only	RB
cord-255762-qd6fht8y	159	21	2.8	2.8	CD
cord-255762-qd6fht8y	159	22	%	%	NN
cord-255762-qd6fht8y	159	23	of	of	IN
cord-255762-qd6fht8y	159	24	the	the	DT
cord-255762-qd6fht8y	159	25	lots	lot	NNS
cord-255762-qd6fht8y	159	26	included	include	VBD
cord-255762-qd6fht8y	159	27	heterogeneous	heterogeneous	JJ
cord-255762-qd6fht8y	159	28	items	item	NNS
cord-255762-qd6fht8y	159	29	,	,	,
cord-255762-qd6fht8y	159	30	and	and	CC
cord-255762-qd6fht8y	159	31	this	this	DT
cord-255762-qd6fht8y	159	32	percentage	percentage	NN
cord-255762-qd6fht8y	159	33	becomes	become	VBZ
cord-255762-qd6fht8y	159	34	11.7	11.7	CD
cord-255762-qd6fht8y	159	35	at	at	IN
cord-255762-qd6fht8y	159	36	the	the	DT
cord-255762-qd6fht8y	159	37	third	third	JJ
cord-255762-qd6fht8y	159	38	level	level	NN
cord-255762-qd6fht8y	159	39	of	of	IN
cord-255762-qd6fht8y	159	40	classification	classification	NN
cord-255762-qd6fht8y	159	41	.	.	.
cord-255762-qd6fht8y	160	1	Summary	summary	NN
cord-255762-qd6fht8y	160	2	statistics	statistic	NNS
cord-255762-qd6fht8y	160	3	at	at	IN
cord-255762-qd6fht8y	160	4	the	the	DT
cord-255762-qd6fht8y	160	5	lot	lot	NN
cord-255762-qd6fht8y	160	6	level	level	NN
cord-255762-qd6fht8y	160	7	are	be	VBP
cord-255762-qd6fht8y	160	8	presented	present	VBN
cord-255762-qd6fht8y	160	9	in	in	IN
cord-255762-qd6fht8y	160	10	Appendix	Appendix	NNP
cord-255762-qd6fht8y	160	11	A.1.2	A.1.2	NNP
cord-255762-qd6fht8y	160	12	.	.	.
cord-255762-qd6fht8y	161	1	15	15	CD
cord-255762-qd6fht8y	162	1	According	accord	VBG
cord-255762-qd6fht8y	162	2	to	to	IN
cord-255762-qd6fht8y	162	3	Italian	italian	JJ
cord-255762-qd6fht8y	162	4	law	law	NN
cord-255762-qd6fht8y	162	5	,	,	,
cord-255762-qd6fht8y	162	6	the	the	DT
cord-255762-qd6fht8y	162	7	Financial	Financial	NNP
cord-255762-qd6fht8y	162	8	Statements	statement	NNS
cord-255762-qd6fht8y	162	9	of	of	IN
cord-255762-qd6fht8y	162	10	each	each	DT
cord-255762-qd6fht8y	162	11	PB	PB	NNP
cord-255762-qd6fht8y	162	12	,	,	,
cord-255762-qd6fht8y	162	13	which	which	WDT
cord-255762-qd6fht8y	162	14	include	include	VBP
cord-255762-qd6fht8y	162	15	the	the	DT
cord-255762-qd6fht8y	162	16	balance	balance	NN
cord-255762-qd6fht8y	162	17	sheet	sheet	NN
cord-255762-qd6fht8y	162	18	and	and	CC
cord-255762-qd6fht8y	162	19	profit	profit	NN
cord-255762-qd6fht8y	162	20	/	/	SYM
cord-255762-qd6fht8y	162	21	loss	loss	NN
cord-255762-qd6fht8y	162	22	account	account	NN
cord-255762-qd6fht8y	162	23	,	,	,
cord-255762-qd6fht8y	162	24	are	be	VBP
cord-255762-qd6fht8y	162	25	disclosed	disclose	VBN
cord-255762-qd6fht8y	162	26	following	follow	VBG
cord-255762-qd6fht8y	162	27	a	a	DT
cord-255762-qd6fht8y	162	28	standard	standard	JJ
cord-255762-qd6fht8y	162	29	format	format	NN
cord-255762-qd6fht8y	162	30	.	.	.
cord-255762-qd6fht8y	163	1	Financial	financial	JJ
cord-255762-qd6fht8y	163	2	Statements	statement	NNS
cord-255762-qd6fht8y	163	3	were	be	VBD
cord-255762-qd6fht8y	163	4	downloaded	download	VBN
cord-255762-qd6fht8y	163	5	from	from	IN
cord-255762-qd6fht8y	163	6	official	official	JJ
cord-255762-qd6fht8y	163	7	PB	PB	NNP
cord-255762-qd6fht8y	163	8	websites	website	NNS
cord-255762-qd6fht8y	163	9	.	.	.
cord-255762-qd6fht8y	164	1	For	for	IN
cord-255762-qd6fht8y	164	2	two	two	CD
cord-255762-qd6fht8y	164	3	PBs	pb	NNS
cord-255762-qd6fht8y	164	4	in	in	IN
cord-255762-qd6fht8y	164	5	our	-PRON-	PRP$
cord-255762-qd6fht8y	164	6	database	database	NN
cord-255762-qd6fht8y	164	7	,	,	,
cord-255762-qd6fht8y	164	8	the	the	DT
cord-255762-qd6fht8y	164	9	2013	2013	CD
cord-255762-qd6fht8y	164	10	Financial	Financial	NNP
cord-255762-qd6fht8y	164	11	Statements	statement	NNS
cord-255762-qd6fht8y	164	12	were	be	VBD
cord-255762-qd6fht8y	164	13	not	not	RB
cord-255762-qd6fht8y	164	14	available	available	JJ
cord-255762-qd6fht8y	164	15	on	on	IN
cord-255762-qd6fht8y	164	16	their	-PRON-	PRP$
cord-255762-qd6fht8y	164	17	official	official	JJ
cord-255762-qd6fht8y	164	18	websites	website	NNS
cord-255762-qd6fht8y	164	19	.	.	.
cord-255762-qd6fht8y	165	1	16	16	CD
cord-255762-qd6fht8y	166	1	A	a	DT
cord-255762-qd6fht8y	166	2	PB	PB	NNP
cord-255762-qd6fht8y	166	3	is	be	VBZ
cord-255762-qd6fht8y	166	4	located	locate	VBN
cord-255762-qd6fht8y	166	5	in	in	IN
cord-255762-qd6fht8y	166	6	a	a	DT
cord-255762-qd6fht8y	166	7	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	166	8	area	area	NN
cord-255762-qd6fht8y	166	9	if	if	IN
cord-255762-qd6fht8y	166	10	its	-PRON-	PRP$
cord-255762-qd6fht8y	166	11	headquarters	headquarters	NN
cord-255762-qd6fht8y	166	12	are	be	VBP
cord-255762-qd6fht8y	166	13	in	in	IN
cord-255762-qd6fht8y	166	14	a	a	DT
cord-255762-qd6fht8y	166	15	municipality	municipality	NN
cord-255762-qd6fht8y	166	16	which	which	WDT
cord-255762-qd6fht8y	166	17	is	be	VBZ
cord-255762-qd6fht8y	166	18	part	part	NN
cord-255762-qd6fht8y	166	19	of	of	IN
cord-255762-qd6fht8y	166	20	a	a	DT
cord-255762-qd6fht8y	166	21	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	166	22	city	city	NN
cord-255762-qd6fht8y	166	23	as	as	IN
cord-255762-qd6fht8y	166	24	defined	define	VBN
cord-255762-qd6fht8y	166	25	by	by	IN
cord-255762-qd6fht8y	166	26	Italian	italian	JJ
cord-255762-qd6fht8y	166	27	Law	Law	NNP
cord-255762-qd6fht8y	166	28	.	.	.
cord-255762-qd6fht8y	167	1	Data	datum	NNS
cord-255762-qd6fht8y	167	2	are	be	VBP
cord-255762-qd6fht8y	167	3	available	available	JJ
cord-255762-qd6fht8y	167	4	from	from	IN
cord-255762-qd6fht8y	167	5	the	the	DT
cord-255762-qd6fht8y	167	6	National	National	NNP
cord-255762-qd6fht8y	167	7	Institute	Institute	NNP
cord-255762-qd6fht8y	167	8	of	of	IN
cord-255762-qd6fht8y	167	9	Statistics	Statistics	NNPS
cord-255762-qd6fht8y	167	10	(	(	-LRB-
cord-255762-qd6fht8y	167	11	ISTAT	ISTAT	NNP
cord-255762-qd6fht8y	167	12	)	)	-RRB-
cord-255762-qd6fht8y	167	13	,	,	,
cord-255762-qd6fht8y	167	14	at	at	IN
cord-255762-qd6fht8y	167	15	the	the	DT
cord-255762-qd6fht8y	167	16	following	following	JJ
cord-255762-qd6fht8y	167	17	link	link	NN
cord-255762-qd6fht8y	167	18	:	:	:
cord-255762-qd6fht8y	167	19	https://www.istat.it/it/archivio/6789	https://www.istat.it/it/archivio/6789	CD
cord-255762-qd6fht8y	167	20	,	,	,
cord-255762-qd6fht8y	167	21	accessed	access	VBN
cord-255762-qd6fht8y	167	22	on	on	IN
cord-255762-qd6fht8y	167	23	10/06/2020	10/06/2020	CD
cord-255762-qd6fht8y	167	24	.	.	.
cord-255762-qd6fht8y	168	1	17	17	CD
cord-255762-qd6fht8y	169	1	To	to	TO
cord-255762-qd6fht8y	169	2	check	check	VB
cord-255762-qd6fht8y	169	3	if	if	IN
cord-255762-qd6fht8y	169	4	the	the	DT
cord-255762-qd6fht8y	169	5	regional	regional	JJ
cord-255762-qd6fht8y	169	6	per	per	IN
cord-255762-qd6fht8y	169	7	-	-	HYPH
cord-255762-qd6fht8y	169	8	capita	capita	NN
cord-255762-qd6fht8y	169	9	health	health	NN
cord-255762-qd6fht8y	169	10	expenditure	expenditure	NN
cord-255762-qd6fht8y	169	11	is	be	VBZ
cord-255762-qd6fht8y	169	12	driven	drive	VBN
cord-255762-qd6fht8y	169	13	by	by	IN
cord-255762-qd6fht8y	169	14	economies	economy	NNS
cord-255762-qd6fht8y	169	15	of	of	IN
cord-255762-qd6fht8y	169	16	scale	scale	NN
cord-255762-qd6fht8y	169	17	,	,	,
cord-255762-qd6fht8y	169	18	we	-PRON-	PRP
cord-255762-qd6fht8y	169	19	compare	compare	VBP
cord-255762-qd6fht8y	169	20	the	the	DT
cord-255762-qd6fht8y	169	21	per	per	IN
cord-255762-qd6fht8y	169	22	-	-	HYPH
cord-255762-qd6fht8y	169	23	capita	capita	NN
cord-255762-qd6fht8y	169	24	health	health	NN
cord-255762-qd6fht8y	169	25	expenditure	expenditure	NN
cord-255762-qd6fht8y	169	26	for	for	IN
cord-255762-qd6fht8y	169	27	regions	region	NNS
cord-255762-qd6fht8y	169	28	above	above	IN
cord-255762-qd6fht8y	169	29	and	and	CC
cord-255762-qd6fht8y	169	30	below	below	IN
cord-255762-qd6fht8y	169	31	the	the	DT
cord-255762-qd6fht8y	169	32	average	average	JJ
cord-255762-qd6fht8y	169	33	population	population	NN
cord-255762-qd6fht8y	169	34	size	size	NN
cord-255762-qd6fht8y	169	35	by	by	IN
cord-255762-qd6fht8y	169	36	Kolmogorov	Kolmogorov	NNP
cord-255762-qd6fht8y	169	37	-	-	HYPH
cord-255762-qd6fht8y	169	38	Smirnov	Smirnov	NNP
cord-255762-qd6fht8y	169	39	test	test	NN
cord-255762-qd6fht8y	169	40	.	.	.
cord-255762-qd6fht8y	170	1	We	-PRON-	PRP
cord-255762-qd6fht8y	170	2	find	find	VBP
cord-255762-qd6fht8y	170	3	no	no	DT
cord-255762-qd6fht8y	170	4	significant	significant	JJ
cord-255762-qd6fht8y	170	5	difference	difference	NN
cord-255762-qd6fht8y	170	6	.	.	.
cord-255762-qd6fht8y	171	1	Note	note	VB
cord-255762-qd6fht8y	171	2	.	.	.
cord-255762-qd6fht8y	172	1	Data	datum	NNS
cord-255762-qd6fht8y	172	2	in	in	IN
cord-255762-qd6fht8y	172	3	million	million	CD
cord-255762-qd6fht8y	172	4	euros	euro	NNS
cord-255762-qd6fht8y	172	5	.	.	.
cord-255762-qd6fht8y	173	1	J	J	NNP
cord-255762-qd6fht8y	173	2	o	o	NN
cord-255762-qd6fht8y	173	3	u	u	NN
cord-255762-qd6fht8y	173	4	r	r	NN
cord-255762-qd6fht8y	173	5	n	n	NN
cord-255762-qd6fht8y	173	6	a	a	DT
cord-255762-qd6fht8y	173	7	l	l	NN
cord-255762-qd6fht8y	173	8	P	p	NN
cord-255762-qd6fht8y	173	9	r	r	NN
cord-255762-qd6fht8y	173	10	e	e	NN
cord-255762-qd6fht8y	174	1	-p	-p	:
cord-255762-qd6fht8y	175	1	r	r	NNP
cord-255762-qd6fht8y	175	2	o	o	NN
cord-255762-qd6fht8y	175	3	o	o	NN
cord-255762-qd6fht8y	175	4	f	f	NN
cord-255762-qd6fht8y	175	5	ducers	ducers	NNP
cord-255762-qd6fht8y	175	6	,	,	,
cord-255762-qd6fht8y	175	7	we	-PRON-	PRP
cord-255762-qd6fht8y	175	8	gathered	gather	VBD
cord-255762-qd6fht8y	175	9	data	datum	NNS
cord-255762-qd6fht8y	175	10	on	on	IN
cord-255762-qd6fht8y	175	11	average	average	JJ
cord-255762-qd6fht8y	175	12	days	day	NNS
cord-255762-qd6fht8y	175	13	of	of	IN
cord-255762-qd6fht8y	175	14	delay	delay	NN
cord-255762-qd6fht8y	175	15	in	in	IN
cord-255762-qd6fht8y	175	16	payment	payment	NN
cord-255762-qd6fht8y	175	17	at	at	IN
cord-255762-qd6fht8y	175	18	the	the	DT
cord-255762-qd6fht8y	175	19	PB	PB	NNP
cord-255762-qd6fht8y	175	20	level	level	NN
cord-255762-qd6fht8y	175	21	.	.	.
cord-255762-qd6fht8y	176	1	18	18	CD
cord-255762-qd6fht8y	177	1	This	this	DT
cord-255762-qd6fht8y	177	2	information	information	NN
cord-255762-qd6fht8y	177	3	is	be	VBZ
cord-255762-qd6fht8y	177	4	of	of	IN
cord-255762-qd6fht8y	177	5	interest	interest	NN
cord-255762-qd6fht8y	177	6	as	as	IN
cord-255762-qd6fht8y	177	7	delays	delay	NNS
cord-255762-qd6fht8y	177	8	in	in	IN
cord-255762-qd6fht8y	177	9	payment	payment	NN
cord-255762-qd6fht8y	177	10	affect	affect	VBP
cord-255762-qd6fht8y	177	11	PB	PB	NNP
cord-255762-qd6fht8y	177	12	competence	competence	NN
cord-255762-qd6fht8y	177	13	in	in	IN
cord-255762-qd6fht8y	177	14	obtaining	obtain	VBG
cord-255762-qd6fht8y	177	15	a	a	DT
cord-255762-qd6fht8y	177	16	better	well	JJR
cord-255762-qd6fht8y	177	17	deal	deal	NN
cord-255762-qd6fht8y	177	18	.	.	.
cord-255762-qd6fht8y	178	1	Indeed	indeed	RB
cord-255762-qd6fht8y	178	2	,	,	,
cord-255762-qd6fht8y	178	3	suppliers	supplier	NNS
cord-255762-qd6fht8y	178	4	may	may	MD
cord-255762-qd6fht8y	178	5	discount	discount	VB
cord-255762-qd6fht8y	178	6	expected	expect	VBN
cord-255762-qd6fht8y	178	7	late	late	JJ
cord-255762-qd6fht8y	178	8	payments	payment	NNS
cord-255762-qd6fht8y	178	9	by	by	IN
cord-255762-qd6fht8y	178	10	initially	initially	RB
cord-255762-qd6fht8y	178	11	offering	offer	VBG
cord-255762-qd6fht8y	178	12	a	a	DT
cord-255762-qd6fht8y	178	13	higher	high	JJR
cord-255762-qd6fht8y	178	14	price	price	NN
cord-255762-qd6fht8y	178	15	.	.	.
cord-255762-qd6fht8y	179	1	In	in	IN
cord-255762-qd6fht8y	179	2	2012	2012	CD
cord-255762-qd6fht8y	179	3	-	-	SYM
cord-255762-qd6fht8y	179	4	2013	2013	CD
cord-255762-qd6fht8y	179	5	,	,	,
cord-255762-qd6fht8y	179	6	we	-PRON-	PRP
cord-255762-qd6fht8y	179	7	observed	observe	VBD
cord-255762-qd6fht8y	179	8	such	such	JJ
cord-255762-qd6fht8y	179	9	delays	delay	NNS
cord-255762-qd6fht8y	179	10	varying	vary	VBG
cord-255762-qd6fht8y	179	11	from	from	IN
cord-255762-qd6fht8y	179	12	55	55	CD
cord-255762-qd6fht8y	179	13	to	to	TO
cord-255762-qd6fht8y	179	14	1,603	1,603	CD
cord-255762-qd6fht8y	179	15	days	day	NNS
cord-255762-qd6fht8y	179	16	,	,	,
cord-255762-qd6fht8y	179	17	recording	record	VBG
cord-255762-qd6fht8y	179	18	a	a	DT
cord-255762-qd6fht8y	179	19	median	median	NN
cord-255762-qd6fht8y	179	20	of	of	IN
cord-255762-qd6fht8y	179	21	160	160	CD
cord-255762-qd6fht8y	179	22	days	day	NNS
cord-255762-qd6fht8y	179	23	.	.	.
cord-255762-qd6fht8y	180	1	Note	note	VB
cord-255762-qd6fht8y	180	2	that	that	IN
cord-255762-qd6fht8y	180	3	overdue	overdue	JJ
cord-255762-qd6fht8y	180	4	payments	payment	NNS
cord-255762-qd6fht8y	180	5	are	be	VBP
cord-255762-qd6fht8y	180	6	a	a	DT
cord-255762-qd6fht8y	180	7	lagging	lagging	JJ
cord-255762-qd6fht8y	180	8	indicator	indicator	NN
cord-255762-qd6fht8y	180	9	,	,	,
cord-255762-qd6fht8y	181	1	so	so	RB
cord-255762-qd6fht8y	181	2	delays	delay	NNS
cord-255762-qd6fht8y	181	3	in	in	IN
cord-255762-qd6fht8y	181	4	2012	2012	CD
cord-255762-qd6fht8y	181	5	are	be	VBP
cord-255762-qd6fht8y	181	6	used	use	VBN
cord-255762-qd6fht8y	181	7	to	to	TO
cord-255762-qd6fht8y	181	8	study	study	VB
cord-255762-qd6fht8y	181	9	PB	PB	NNP
cord-255762-qd6fht8y	181	10	competence	competence	NN
cord-255762-qd6fht8y	181	11	in	in	IN
cord-255762-qd6fht8y	181	12	2013	2013	CD
cord-255762-qd6fht8y	181	13	.	.	.
cord-255762-qd6fht8y	182	1	The	the	DT
cord-255762-qd6fht8y	182	2	unit	unit	NN
cord-255762-qd6fht8y	182	3	of	of	IN
cord-255762-qd6fht8y	182	4	observation	observation	NN
cord-255762-qd6fht8y	182	5	in	in	IN
cord-255762-qd6fht8y	182	6	our	-PRON-	PRP$
cord-255762-qd6fht8y	182	7	dataset	dataset	NN
cord-255762-qd6fht8y	182	8	is	be	VBZ
cord-255762-qd6fht8y	182	9	the	the	DT
cord-255762-qd6fht8y	182	10	price	price	NN
cord-255762-qd6fht8y	182	11	paid	pay	VBN
cord-255762-qd6fht8y	182	12	by	by	IN
cord-255762-qd6fht8y	182	13	each	each	DT
cord-255762-qd6fht8y	182	14	PB	PB	NNP
cord-255762-qd6fht8y	182	15	for	for	IN
cord-255762-qd6fht8y	182	16	the	the	DT
cord-255762-qd6fht8y	182	17	purchase	purchase	NN
cord-255762-qd6fht8y	182	18	of	of	IN
cord-255762-qd6fht8y	182	19	medical	medical	JJ
cord-255762-qd6fht8y	182	20	devices	device	NNS
cord-255762-qd6fht8y	182	21	subject	subject	JJ
cord-255762-qd6fht8y	182	22	to	to	IN
cord-255762-qd6fht8y	182	23	the	the	DT
cord-255762-qd6fht8y	182	24	reference	reference	NN
cord-255762-qd6fht8y	182	25	price	price	NN
cord-255762-qd6fht8y	182	26	regime	regime	NN
cord-255762-qd6fht8y	182	27	.	.	.
cord-255762-qd6fht8y	183	1	Starting	start	VBG
cord-255762-qd6fht8y	183	2	from	from	IN
cord-255762-qd6fht8y	183	3	the	the	DT
cord-255762-qd6fht8y	183	4	AVCP	AVCP	NNP
cord-255762-qd6fht8y	183	5	original	original	JJ
cord-255762-qd6fht8y	183	6	dataset	dataset	NN
cord-255762-qd6fht8y	183	7	of	of	IN
cord-255762-qd6fht8y	183	8	2,149	2,149	CD
cord-255762-qd6fht8y	183	9	observations	observation	NNS
cord-255762-qd6fht8y	183	10	in	in	IN
cord-255762-qd6fht8y	183	11	the	the	DT
cord-255762-qd6fht8y	183	12	period	period	NN
cord-255762-qd6fht8y	183	13	from	from	IN
cord-255762-qd6fht8y	183	14	January	January	NNP
cord-255762-qd6fht8y	183	15	to	to	IN
cord-255762-qd6fht8y	183	16	December	December	NNP
cord-255762-qd6fht8y	183	17	2013	2013	CD
cord-255762-qd6fht8y	183	18	,	,	,
cord-255762-qd6fht8y	183	19	we	-PRON-	PRP
cord-255762-qd6fht8y	183	20	discarded	discard	VBD
cord-255762-qd6fht8y	183	21	373	373	CD
cord-255762-qd6fht8y	183	22	observations	observation	NNS
cord-255762-qd6fht8y	183	23	relative	relative	JJ
cord-255762-qd6fht8y	183	24	to	to	IN
cord-255762-qd6fht8y	183	25	classes	class	NNS
cord-255762-qd6fht8y	183	26	of	of	IN
cord-255762-qd6fht8y	183	27	medical	medical	JJ
cord-255762-qd6fht8y	183	28	devices	device	NNS
cord-255762-qd6fht8y	183	29	where	where	WRB
cord-255762-qd6fht8y	183	30	fewer	few	JJR
cord-255762-qd6fht8y	183	31	than	than	IN
cord-255762-qd6fht8y	183	32	10	10	CD
cord-255762-qd6fht8y	183	33	observations	observation	NNS
cord-255762-qd6fht8y	183	34	were	be	VBD
cord-255762-qd6fht8y	183	35	available	available	JJ
cord-255762-qd6fht8y	183	36	;	;	:
cord-255762-qd6fht8y	183	37	we	-PRON-	PRP
cord-255762-qd6fht8y	183	38	discarded	discard	VBD
cord-255762-qd6fht8y	183	39	further	further	RB
cord-255762-qd6fht8y	183	40	75	75	CD
cord-255762-qd6fht8y	183	41	observations	observation	NNS
cord-255762-qd6fht8y	183	42	for	for	IN
cord-255762-qd6fht8y	183	43	which	which	WDT
cord-255762-qd6fht8y	183	44	the	the	DT
cord-255762-qd6fht8y	183	45	awarding	awarding	NN
cord-255762-qd6fht8y	183	46	mechanism	mechanism	NN
cord-255762-qd6fht8y	183	47	was	be	VBD
cord-255762-qd6fht8y	183	48	unspecified	unspecified	JJ
cord-255762-qd6fht8y	183	49	.	.	.
cord-255762-qd6fht8y	184	1	According	accord	VBG
cord-255762-qd6fht8y	184	2	to	to	IN
cord-255762-qd6fht8y	184	3	Italian	italian	JJ
cord-255762-qd6fht8y	184	4	statutory	statutory	JJ
cord-255762-qd6fht8y	184	5	requirements	requirement	NNS
cord-255762-qd6fht8y	184	6	for	for	IN
cord-255762-qd6fht8y	184	7	public	public	JJ
cord-255762-qd6fht8y	184	8	procurement	procurement	NN
cord-255762-qd6fht8y	184	9	,	,	,
cord-255762-qd6fht8y	184	10	each	each	DT
cord-255762-qd6fht8y	184	11	PB	PB	NNP
cord-255762-qd6fht8y	184	12	can	can	MD
cord-255762-qd6fht8y	184	13	choose	choose	VB
cord-255762-qd6fht8y	184	14	the	the	DT
cord-255762-qd6fht8y	184	15	awarding	awarding	NN
cord-255762-qd6fht8y	184	16	mechanism	mechanism	NN
cord-255762-qd6fht8y	184	17	to	to	TO
cord-255762-qd6fht8y	184	18	adopt	adopt	VB
cord-255762-qd6fht8y	184	19	in	in	IN
cord-255762-qd6fht8y	184	20	the	the	DT
cord-255762-qd6fht8y	184	21	form	form	NN
cord-255762-qd6fht8y	184	22	of	of	IN
cord-255762-qd6fht8y	184	23	first	first	JJ
cord-255762-qd6fht8y	184	24	price	price	NN
cord-255762-qd6fht8y	184	25	auctions	auction	NNS
cord-255762-qd6fht8y	184	26	(	(	-LRB-
cord-255762-qd6fht8y	184	27	FPAs	FPAs	NNP
cord-255762-qd6fht8y	184	28	)	)	-RRB-
cord-255762-qd6fht8y	184	29	,	,	,
cord-255762-qd6fht8y	184	30	direct	direct	JJ
cord-255762-qd6fht8y	184	31	negotiations	negotiation	NNS
cord-255762-qd6fht8y	184	32	or	or	CC
cord-255762-qd6fht8y	184	33	scoring	scoring	NN
cord-255762-qd6fht8y	184	34	rules	rule	NNS
cord-255762-qd6fht8y	184	35	auctions	auction	NNS
cord-255762-qd6fht8y	184	36	(	(	-LRB-
cord-255762-qd6fht8y	184	37	SRAs	sra	NNS
cord-255762-qd6fht8y	184	38	)	)	-RRB-
cord-255762-qd6fht8y	184	39	.	.	.
cord-255762-qd6fht8y	185	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	185	2	original	original	JJ
cord-255762-qd6fht8y	185	3	database	database	NN
cord-255762-qd6fht8y	185	4	includes	include	VBZ
cord-255762-qd6fht8y	185	5	unit	unit	NN
cord-255762-qd6fht8y	185	6	prices	price	NNS
cord-255762-qd6fht8y	185	7	resulting	result	VBG
cord-255762-qd6fht8y	185	8	from	from	IN
cord-255762-qd6fht8y	185	9	all	all	PDT
cord-255762-qd6fht8y	185	10	these	these	DT
cord-255762-qd6fht8y	185	11	awarding	awarding	NN
cord-255762-qd6fht8y	185	12	mechanisms	mechanism	NNS
cord-255762-qd6fht8y	185	13	(	(	-LRB-
cord-255762-qd6fht8y	185	14	see	see	VB
cord-255762-qd6fht8y	185	15	Appendix	Appendix	NNP
cord-255762-qd6fht8y	185	16	A.6	A.6	NNP
cord-255762-qd6fht8y	185	17	for	for	IN
cord-255762-qd6fht8y	185	18	summary	summary	NN
cord-255762-qd6fht8y	185	19	statistics	statistic	NNS
cord-255762-qd6fht8y	185	20	on	on	IN
cord-255762-qd6fht8y	185	21	SRAs	sra	NNS
cord-255762-qd6fht8y	185	22	,	,	,
cord-255762-qd6fht8y	185	23	compared	compare	VBN
cord-255762-qd6fht8y	185	24	to	to	IN
cord-255762-qd6fht8y	185	25	FPAs	FPAs	NNP
cord-255762-qd6fht8y	185	26	)	)	-RRB-
cord-255762-qd6fht8y	185	27	.	.	.
cord-255762-qd6fht8y	186	1	Given	give	VBN
cord-255762-qd6fht8y	186	2	our	-PRON-	PRP$
cord-255762-qd6fht8y	186	3	research	research	NN
cord-255762-qd6fht8y	186	4	question	question	NN
cord-255762-qd6fht8y	186	5	and	and	CC
cord-255762-qd6fht8y	186	6	the	the	DT
cord-255762-qd6fht8y	186	7	empirical	empirical	JJ
cord-255762-qd6fht8y	186	8	strategy	strategy	NN
cord-255762-qd6fht8y	186	9	of	of	IN
cord-255762-qd6fht8y	186	10	focusing	focus	VBG
cord-255762-qd6fht8y	186	11	on	on	IN
cord-255762-qd6fht8y	186	12	simple	simple	JJ
cord-255762-qd6fht8y	186	13	items	item	NNS
cord-255762-qd6fht8y	186	14	in	in	IN
cord-255762-qd6fht8y	186	15	order	order	NN
cord-255762-qd6fht8y	186	16	to	to	TO
cord-255762-qd6fht8y	186	17	avoid	avoid	VB
cord-255762-qd6fht8y	186	18	confusing	confusing	JJ
cord-255762-qd6fht8y	186	19	effects	effect	NNS
cord-255762-qd6fht8y	186	20	relating	relate	VBG
cord-255762-qd6fht8y	186	21	to	to	IN
cord-255762-qd6fht8y	186	22	PB	PB	NNP
cord-255762-qd6fht8y	186	23	competence	competence	NN
cord-255762-qd6fht8y	186	24	and	and	CC
cord-255762-qd6fht8y	186	25	their	-PRON-	PRP$
cord-255762-qd6fht8y	186	26	discretion	discretion	NN
cord-255762-qd6fht8y	186	27	when	when	WRB
cord-255762-qd6fht8y	186	28	purchasing	purchase	VBG
cord-255762-qd6fht8y	186	29	medical	medical	JJ
cord-255762-qd6fht8y	186	30	devices	device	NNS
cord-255762-qd6fht8y	186	31	,	,	,
cord-255762-qd6fht8y	186	32	we	-PRON-	PRP
cord-255762-qd6fht8y	186	33	exclude	exclude	VBP
cord-255762-qd6fht8y	186	34	SRAs	sra	NNS
cord-255762-qd6fht8y	186	35	from	from	IN
cord-255762-qd6fht8y	186	36	our	-PRON-	PRP$
cord-255762-qd6fht8y	186	37	analysis	analysis	NN
cord-255762-qd6fht8y	186	38	.	.	.
cord-255762-qd6fht8y	187	1	Indeed	indeed	RB
cord-255762-qd6fht8y	187	2	,	,	,
cord-255762-qd6fht8y	187	3	unlike	unlike	IN
cord-255762-qd6fht8y	187	4	FPAs	FPAs	NNP
cord-255762-qd6fht8y	187	5	,	,	,
cord-255762-qd6fht8y	187	6	the	the	DT
cord-255762-qd6fht8y	187	7	SRA	SRA	NNP
cord-255762-qd6fht8y	187	8	format	format	NN
cord-255762-qd6fht8y	187	9	includes	include	VBZ
cord-255762-qd6fht8y	187	10	competition	competition	NN
cord-255762-qd6fht8y	187	11	between	between	IN
cord-255762-qd6fht8y	187	12	suppliers	supplier	NNS
cord-255762-qd6fht8y	187	13	on	on	IN
cord-255762-qd6fht8y	187	14	quality	quality	NN
cord-255762-qd6fht8y	187	15	elements	element	NNS
cord-255762-qd6fht8y	187	16	.	.	.
cord-255762-qd6fht8y	188	1	19	19	CD
cord-255762-qd6fht8y	189	1	As	as	IN
cord-255762-qd6fht8y	189	2	a	a	DT
cord-255762-qd6fht8y	189	3	result	result	NN
cord-255762-qd6fht8y	189	4	,	,	,
cord-255762-qd6fht8y	189	5	we	-PRON-	PRP
cord-255762-qd6fht8y	189	6	end	end	VBP
cord-255762-qd6fht8y	189	7	up	up	RP
cord-255762-qd6fht8y	189	8	with	with	IN
cord-255762-qd6fht8y	189	9	1,474	1,474	CD
cord-255762-qd6fht8y	189	10	observations	observation	NNS
cord-255762-qd6fht8y	189	11	,	,	,
cord-255762-qd6fht8y	189	12	split	split	VBD
cord-255762-qd6fht8y	189	13	almost	almost	RB
cord-255762-qd6fht8y	189	14	equally	equally	RB
cord-255762-qd6fht8y	189	15	between	between	IN
cord-255762-qd6fht8y	189	16	FPAs	fpa	NNS
cord-255762-qd6fht8y	189	17	(	(	-LRB-
cord-255762-qd6fht8y	189	18	733	733	CD
cord-255762-qd6fht8y	189	19	observations	observation	NNS
cord-255762-qd6fht8y	189	20	)	)	-RRB-
cord-255762-qd6fht8y	189	21	and	and	CC
cord-255762-qd6fht8y	189	22	direct	direct	JJ
cord-255762-qd6fht8y	189	23	negotiations	negotiation	NNS
cord-255762-qd6fht8y	189	24	(	(	-LRB-
cord-255762-qd6fht8y	189	25	741	741	CD
cord-255762-qd6fht8y	189	26	observations	observation	NNS
cord-255762-qd6fht8y	189	27	)	)	-RRB-
cord-255762-qd6fht8y	189	28	.	.	.
cord-255762-qd6fht8y	190	1	20	20	CD
cord-255762-qd6fht8y	191	1	This	this	DT
cord-255762-qd6fht8y	191	2	dataset	dataset	NN
cord-255762-qd6fht8y	191	3	records	record	VBZ
cord-255762-qd6fht8y	191	4	observations	observation	NNS
cord-255762-qd6fht8y	191	5	on	on	IN
cord-255762-qd6fht8y	191	6	76	76	CD
cord-255762-qd6fht8y	191	7	classes	class	NNS
cord-255762-qd6fht8y	191	8	of	of	IN
cord-255762-qd6fht8y	191	9	functionally	functionally	RB
cord-255762-qd6fht8y	191	10	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	191	11	medical	medical	JJ
cord-255762-qd6fht8y	191	12	devices	device	NNS
cord-255762-qd6fht8y	191	13	subject	subject	JJ
cord-255762-qd6fht8y	191	14	to	to	IN
cord-255762-qd6fht8y	191	15	reference	reference	NN
cord-255762-qd6fht8y	191	16	prices	price	NNS
cord-255762-qd6fht8y	191	17	.	.	.
cord-255762-qd6fht8y	192	1	The	the	DT
cord-255762-qd6fht8y	192	2	median	median	JJ
cord-255762-qd6fht8y	192	3	unit	unit	NN
cord-255762-qd6fht8y	192	4	price	price	NN
cord-255762-qd6fht8y	192	5	for	for	IN
cord-255762-qd6fht8y	192	6	each	each	DT
cord-255762-qd6fht8y	192	7	device	device	NN
cord-255762-qd6fht8y	192	8	is	be	VBZ
cord-255762-qd6fht8y	192	9	e0.32	e0.32	VBN
cord-255762-qd6fht8y	192	10	.	.	.
cord-255762-qd6fht8y	193	1	Within	within	IN
cord-255762-qd6fht8y	193	2	each	each	DT
cord-255762-qd6fht8y	193	3	class	class	NN
cord-255762-qd6fht8y	193	4	,	,	,
cord-255762-qd6fht8y	193	5	d	d	NN
cord-255762-qd6fht8y	193	6	=	=	SYM
cord-255762-qd6fht8y	193	7	1	1	CD
cord-255762-qd6fht8y	193	8	,	,	,
cord-255762-qd6fht8y	193	9	.	.	.
cord-255762-qd6fht8y	193	10	.	.	.
cord-255762-qd6fht8y	193	11	.	.	.
cord-255762-qd6fht8y	194	1	,	,	,
cord-255762-qd6fht8y	194	2	D	D	NNP
cord-255762-qd6fht8y	194	3	,	,	,
cord-255762-qd6fht8y	194	4	we	-PRON-	PRP
cord-255762-qd6fht8y	194	5	observe	observe	VBP
cord-255762-qd6fht8y	194	6	the	the	DT
cord-255762-qd6fht8y	194	7	price	price	NN
cord-255762-qd6fht8y	194	8	paid	pay	VBN
cord-255762-qd6fht8y	194	9	by	by	IN
cord-255762-qd6fht8y	194	10	each	each	DT
cord-255762-qd6fht8y	194	11	PB	PB	NNP
cord-255762-qd6fht8y	194	12	for	for	IN
cord-255762-qd6fht8y	194	13	the	the	DT
cord-255762-qd6fht8y	194	14	purchase	purchase	NN
cord-255762-qd6fht8y	194	15	of	of	IN
cord-255762-qd6fht8y	194	16	medical	medical	JJ
cord-255762-qd6fht8y	194	17	devices	device	NNS
cord-255762-qd6fht8y	194	18	subject	subject	JJ
cord-255762-qd6fht8y	194	19	to	to	IN
cord-255762-qd6fht8y	194	20	the	the	DT
cord-255762-qd6fht8y	194	21	reference	reference	NN
cord-255762-qd6fht8y	194	22	price	price	NN
cord-255762-qd6fht8y	194	23	regime	regime	NN
cord-255762-qd6fht8y	194	24	.	.	.
cord-255762-qd6fht8y	195	1	For	for	IN
cord-255762-qd6fht8y	195	2	example	example	NN
cord-255762-qd6fht8y	195	3	,	,	,
cord-255762-qd6fht8y	195	4	the	the	DT
cord-255762-qd6fht8y	195	5	class	class	NN
cord-255762-qd6fht8y	195	6	of	of	IN
cord-255762-qd6fht8y	195	7	syringes	syrinx	NNS
cord-255762-qd6fht8y	195	8	with	with	IN
cord-255762-qd6fht8y	195	9	three	three	CD
cord-255762-qd6fht8y	195	10	-	-	HYPH
cord-255762-qd6fht8y	195	11	piece	piece	NN
cord-255762-qd6fht8y	195	12	eccentric	eccentric	JJ
cord-255762-qd6fht8y	195	13	cone	cone	NN
cord-255762-qd6fht8y	195	14	,	,	,
cord-255762-qd6fht8y	195	15	luer	luer	VB
cord-255762-qd6fht8y	195	16	tip	tip	NN
cord-255762-qd6fht8y	195	17	;	;	:
cord-255762-qd6fht8y	195	18	capacity	capacity	NN
cord-255762-qd6fht8y	195	19	20	20	CD
cord-255762-qd6fht8y	195	20	ml	ml	NNS
cord-255762-qd6fht8y	195	21	,	,	,
cord-255762-qd6fht8y	195	22	graduated	graduate	VBD
cord-255762-qd6fht8y	195	23	,	,	,
cord-255762-qd6fht8y	195	24	with	with	IN
cord-255762-qd6fht8y	195	25	a	a	DT
cord-255762-qd6fht8y	195	26	triple	triple	RB
cord-255762-qd6fht8y	195	27	-	-	HYPH
cord-255762-qd6fht8y	195	28	sharpened	sharpen	VBN
cord-255762-qd6fht8y	195	29	needle	needle	NN
cord-255762-qd6fht8y	195	30	,	,	,
cord-255762-qd6fht8y	195	31	mounted	mount	VBD
cord-255762-qd6fht8y	195	32	gauge	gauge	NN
cord-255762-qd6fht8y	195	33	G	g	NN
cord-255762-qd6fht8y	195	34	19-G	19-g	CD
cord-255762-qd6fht8y	195	35	23	23	CD
cord-255762-qd6fht8y	195	36	and	and	CC
cord-255762-qd6fht8y	195	37	a	a	DT
cord-255762-qd6fht8y	195	38	length	length	NN
cord-255762-qd6fht8y	195	39	of	of	IN
cord-255762-qd6fht8y	195	40	40	40	CD
cord-255762-qd6fht8y	195	41	mm	mm	NN
cord-255762-qd6fht8y	195	42	has	have	VBZ
cord-255762-qd6fht8y	195	43	unit	unit	NN
cord-255762-qd6fht8y	195	44	prices	price	NNS
cord-255762-qd6fht8y	195	45	ranging	range	VBG
cord-255762-qd6fht8y	195	46	between	between	IN
cord-255762-qd6fht8y	195	47	e0.05	e0.05	NNP
cord-255762-qd6fht8y	195	48	and	and	CC
cord-255762-qd6fht8y	195	49	e0.17	e0.17	NN
cord-255762-qd6fht8y	195	50	.	.	.
cord-255762-qd6fht8y	196	1	21	21	CD
cord-255762-qd6fht8y	196	2	18	18	CD
cord-255762-qd6fht8y	196	3	Information	information	NN
cord-255762-qd6fht8y	196	4	is	be	VBZ
cord-255762-qd6fht8y	196	5	missing	miss	VBG
cord-255762-qd6fht8y	196	6	for	for	IN
cord-255762-qd6fht8y	196	7	21	21	CD
cord-255762-qd6fht8y	196	8	%	%	NN
cord-255762-qd6fht8y	196	9	of	of	IN
cord-255762-qd6fht8y	196	10	our	-PRON-	PRP$
cord-255762-qd6fht8y	196	11	observations	observation	NNS
cord-255762-qd6fht8y	196	12	.	.	.
cord-255762-qd6fht8y	197	1	In	in	IN
cord-255762-qd6fht8y	197	2	these	these	DT
cord-255762-qd6fht8y	197	3	cases	case	NNS
cord-255762-qd6fht8y	197	4	,	,	,
cord-255762-qd6fht8y	197	5	we	-PRON-	PRP
cord-255762-qd6fht8y	197	6	use	use	VBP
cord-255762-qd6fht8y	197	7	the	the	DT
cord-255762-qd6fht8y	197	8	regional	regional	JJ
cord-255762-qd6fht8y	197	9	average	average	NN
cord-255762-qd6fht8y	197	10	as	as	IN
cord-255762-qd6fht8y	197	11	a	a	DT
cord-255762-qd6fht8y	197	12	proxy	proxy	NN
cord-255762-qd6fht8y	197	13	.	.	.
cord-255762-qd6fht8y	198	1	The	the	DT
cord-255762-qd6fht8y	198	2	regional	regional	JJ
cord-255762-qd6fht8y	198	3	average	average	JJ
cord-255762-qd6fht8y	198	4	delay	delay	NN
cord-255762-qd6fht8y	198	5	in	in	IN
cord-255762-qd6fht8y	198	6	payments	payment	NNS
cord-255762-qd6fht8y	198	7	is	be	VBZ
cord-255762-qd6fht8y	198	8	highly	highly	RB
cord-255762-qd6fht8y	198	9	correlated	correlate	VBN
cord-255762-qd6fht8y	198	10	with	with	IN
cord-255762-qd6fht8y	198	11	local	local	JJ
cord-255762-qd6fht8y	198	12	one	one	CD
cord-255762-qd6fht8y	198	13	(	(	-LRB-
cord-255762-qd6fht8y	198	14	correlation	correlation	NN
cord-255762-qd6fht8y	198	15	0.73	0.73	CD
cord-255762-qd6fht8y	198	16	)	)	-RRB-
cord-255762-qd6fht8y	198	17	.	.	.
cord-255762-qd6fht8y	199	1	For	for	IN
cord-255762-qd6fht8y	199	2	data	datum	NNS
cord-255762-qd6fht8y	199	3	on	on	IN
cord-255762-qd6fht8y	199	4	overdue	overdue	JJ
cord-255762-qd6fht8y	199	5	payments	payment	NNS
cord-255762-qd6fht8y	199	6	,	,	,
cord-255762-qd6fht8y	199	7	see	see	VB
cord-255762-qd6fht8y	199	8	also	also	RB
cord-255762-qd6fht8y	199	9	Guglieri	Guglieri	NNP
cord-255762-qd6fht8y	199	10	and	and	CC
cord-255762-qd6fht8y	199	11	Carbone	Carbone	NNP
cord-255762-qd6fht8y	199	12	(	(	-LRB-
cord-255762-qd6fht8y	199	13	2015	2015	CD
cord-255762-qd6fht8y	199	14	)	)	-RRB-
cord-255762-qd6fht8y	199	15	.	.	.
cord-255762-qd6fht8y	200	1	19	19	CD
cord-255762-qd6fht8y	201	1	Inspecting	inspect	VBG
cord-255762-qd6fht8y	201	2	quality	quality	NN
cord-255762-qd6fht8y	201	3	components	component	NNS
cord-255762-qd6fht8y	201	4	in	in	IN
cord-255762-qd6fht8y	201	5	SRA	SRA	NNP
cord-255762-qd6fht8y	201	6	tender	tender	NN
cord-255762-qd6fht8y	201	7	documents	document	NNS
cord-255762-qd6fht8y	201	8	,	,	,
cord-255762-qd6fht8y	201	9	we	-PRON-	PRP
cord-255762-qd6fht8y	201	10	found	find	VBD
cord-255762-qd6fht8y	201	11	no	no	DT
cord-255762-qd6fht8y	201	12	significant	significant	JJ
cord-255762-qd6fht8y	201	13	supplementary	supplementary	JJ
cord-255762-qd6fht8y	201	14	services	service	NNS
cord-255762-qd6fht8y	201	15	,	,	,
cord-255762-qd6fht8y	201	16	but	but	CC
cord-255762-qd6fht8y	201	17	frequent	frequent	JJ
cord-255762-qd6fht8y	201	18	references	reference	NNS
cord-255762-qd6fht8y	201	19	to	to	IN
cord-255762-qd6fht8y	201	20	subjective	subjective	JJ
cord-255762-qd6fht8y	201	21	characteristics	characteristic	NNS
cord-255762-qd6fht8y	201	22	as	as	IN
cord-255762-qd6fht8y	201	23	suggested	suggest	VBN
cord-255762-qd6fht8y	201	24	by	by	IN
cord-255762-qd6fht8y	201	25	operators	operator	NNS
cord-255762-qd6fht8y	201	26	(	(	-LRB-
cord-255762-qd6fht8y	201	27	e.g.	e.g.	IN
cord-255762-qd6fht8y	201	28	the	the	DT
cord-255762-qd6fht8y	201	29	ease	ease	NN
cord-255762-qd6fht8y	201	30	of	of	IN
cord-255762-qd6fht8y	201	31	slipping	slip	VBG
cord-255762-qd6fht8y	201	32	the	the	DT
cord-255762-qd6fht8y	201	33	needle	needle	NN
cord-255762-qd6fht8y	201	34	,	,	,
cord-255762-qd6fht8y	201	35	the	the	DT
cord-255762-qd6fht8y	201	36	force	force	NN
cord-255762-qd6fht8y	201	37	required	require	VBN
cord-255762-qd6fht8y	201	38	to	to	TO
cord-255762-qd6fht8y	201	39	press	press	VB
cord-255762-qd6fht8y	201	40	the	the	DT
cord-255762-qd6fht8y	201	41	plunger	plunger	NN
cord-255762-qd6fht8y	201	42	,	,	,
cord-255762-qd6fht8y	201	43	etc	etc	FW
cord-255762-qd6fht8y	201	44	.	.	.
cord-255762-qd6fht8y	201	45	)	)	-RRB-
cord-255762-qd6fht8y	201	46	,	,	,
cord-255762-qd6fht8y	201	47	unrelated	unrelated	JJ
cord-255762-qd6fht8y	201	48	to	to	IN
cord-255762-qd6fht8y	201	49	the	the	DT
cord-255762-qd6fht8y	201	50	direct	direct	JJ
cord-255762-qd6fht8y	201	51	choice	choice	NN
cord-255762-qd6fht8y	201	52	of	of	IN
cord-255762-qd6fht8y	201	53	the	the	DT
cord-255762-qd6fht8y	201	54	PB	PB	NNP
cord-255762-qd6fht8y	201	55	in	in	IN
cord-255762-qd6fht8y	201	56	the	the	DT
cord-255762-qd6fht8y	201	57	purchasing	purchasing	NN
cord-255762-qd6fht8y	201	58	process	process	NN
cord-255762-qd6fht8y	201	59	.	.	.
cord-255762-qd6fht8y	202	1	20	20	CD
cord-255762-qd6fht8y	203	1	For	for	IN
cord-255762-qd6fht8y	203	2	the	the	DT
cord-255762-qd6fht8y	203	3	522	522	CD
cord-255762-qd6fht8y	203	4	FPAs	fpas	NN
cord-255762-qd6fht8y	203	5	for	for	IN
cord-255762-qd6fht8y	203	6	which	which	WDT
cord-255762-qd6fht8y	203	7	information	information	NN
cord-255762-qd6fht8y	203	8	is	be	VBZ
cord-255762-qd6fht8y	203	9	available	available	JJ
cord-255762-qd6fht8y	203	10	,	,	,
cord-255762-qd6fht8y	203	11	the	the	DT
cord-255762-qd6fht8y	203	12	average	average	JJ
cord-255762-qd6fht8y	203	13	number	number	NN
cord-255762-qd6fht8y	203	14	of	of	IN
cord-255762-qd6fht8y	203	15	bidders	bidder	NNS
cord-255762-qd6fht8y	203	16	is	be	VBZ
cord-255762-qd6fht8y	203	17	4	4	CD
cord-255762-qd6fht8y	203	18	.	.	.
cord-255762-qd6fht8y	204	1	21	21	CD
cord-255762-qd6fht8y	205	1	Appendix	Appendix	NNP
cord-255762-qd6fht8y	205	2	A.1.1	A.1.1	NNP
cord-255762-qd6fht8y	205	3	reports	report	VBZ
cord-255762-qd6fht8y	205	4	,	,	,
cord-255762-qd6fht8y	205	5	for	for	IN
cord-255762-qd6fht8y	205	6	each	each	DT
cord-255762-qd6fht8y	205	7	device	device	NN
cord-255762-qd6fht8y	205	8	class	class	NN
cord-255762-qd6fht8y	205	9	,	,	,
cord-255762-qd6fht8y	205	10	the	the	DT
cord-255762-qd6fht8y	205	11	average	average	JJ
cord-255762-qd6fht8y	205	12	,	,	,
cord-255762-qd6fht8y	205	13	minimum	minimum	JJ
cord-255762-qd6fht8y	205	14	and	and	CC
cord-255762-qd6fht8y	205	15	maximum	maximum	JJ
cord-255762-qd6fht8y	205	16	price	price	NN
cord-255762-qd6fht8y	205	17	observed	observe	VBN
cord-255762-qd6fht8y	205	18	.	.	.
cord-255762-qd6fht8y	206	1	J	J	NNP
cord-255762-qd6fht8y	206	2	o	o	NN
cord-255762-qd6fht8y	206	3	u	u	NN
cord-255762-qd6fht8y	206	4	r	r	NN
cord-255762-qd6fht8y	206	5	n	n	NN
cord-255762-qd6fht8y	206	6	a	a	DT
cord-255762-qd6fht8y	206	7	l	l	NN
cord-255762-qd6fht8y	206	8	P	p	NN
cord-255762-qd6fht8y	206	9	r	r	NN
cord-255762-qd6fht8y	206	10	e	e	NN
cord-255762-qd6fht8y	206	11	-p	-p	NN
cord-255762-qd6fht8y	207	1	r	r	LS
cord-255762-qd6fht8y	208	1	o	o	UH
cord-255762-qd6fht8y	209	1	o	o	UH
cord-255762-qd6fht8y	209	2	f	f	NNP
cord-255762-qd6fht8y	210	1	This	this	DT
cord-255762-qd6fht8y	210	2	sub	sub	JJ
cord-255762-qd6fht8y	210	3	-	-	JJ
cord-255762-qd6fht8y	210	4	section	section	NN
cord-255762-qd6fht8y	210	5	presents	present	VBZ
cord-255762-qd6fht8y	210	6	preliminary	preliminary	JJ
cord-255762-qd6fht8y	210	7	findings	finding	NNS
cord-255762-qd6fht8y	210	8	on	on	IN
cord-255762-qd6fht8y	210	9	the	the	DT
cord-255762-qd6fht8y	210	10	unit	unit	NN
cord-255762-qd6fht8y	210	11	price	price	NN
cord-255762-qd6fht8y	210	12	.	.	.
cord-255762-qd6fht8y	211	1	First	first	RB
cord-255762-qd6fht8y	211	2	,	,	,
cord-255762-qd6fht8y	211	3	we	-PRON-	PRP
cord-255762-qd6fht8y	211	4	investigate	investigate	VBP
cord-255762-qd6fht8y	211	5	whether	whether	IN
cord-255762-qd6fht8y	211	6	prices	price	NNS
cord-255762-qd6fht8y	211	7	vary	vary	VBP
cord-255762-qd6fht8y	211	8	according	accord	VBG
cord-255762-qd6fht8y	211	9	to	to	IN
cord-255762-qd6fht8y	211	10	the	the	DT
cord-255762-qd6fht8y	211	11	PB	PB	NNP
cord-255762-qd6fht8y	211	12	and	and	CC
cord-255762-qd6fht8y	211	13	the	the	DT
cord-255762-qd6fht8y	211	14	identity	identity	NN
cord-255762-qd6fht8y	211	15	of	of	IN
cord-255762-qd6fht8y	211	16	the	the	DT
cord-255762-qd6fht8y	211	17	supplier	supplier	NN
cord-255762-qd6fht8y	211	18	.	.	.
cord-255762-qd6fht8y	212	1	Second	second	RB
cord-255762-qd6fht8y	212	2	,	,	,
cord-255762-qd6fht8y	212	3	we	-PRON-	PRP
cord-255762-qd6fht8y	212	4	compare	compare	VBP
cord-255762-qd6fht8y	212	5	some	some	DT
cord-255762-qd6fht8y	212	6	common	common	JJ
cord-255762-qd6fht8y	212	7	reduced	reduce	VBN
cord-255762-qd6fht8y	212	8	-	-	HYPH
cord-255762-qd6fht8y	212	9	form	form	NN
cord-255762-qd6fht8y	212	10	estimates	estimate	NNS
cord-255762-qd6fht8y	212	11	,	,	,
cord-255762-qd6fht8y	212	12	to	to	TO
cord-255762-qd6fht8y	212	13	find	find	VB
cord-255762-qd6fht8y	212	14	the	the	DT
cord-255762-qd6fht8y	212	15	most	most	RBS
cord-255762-qd6fht8y	212	16	appropriate	appropriate	JJ
cord-255762-qd6fht8y	212	17	to	to	TO
cord-255762-qd6fht8y	212	18	describe	describe	VB
cord-255762-qd6fht8y	212	19	unit	unit	NN
cord-255762-qd6fht8y	212	20	prices	price	NNS
cord-255762-qd6fht8y	212	21	.	.	.
cord-255762-qd6fht8y	213	1	For	for	IN
cord-255762-qd6fht8y	213	2	the	the	DT
cord-255762-qd6fht8y	213	3	first	first	JJ
cord-255762-qd6fht8y	213	4	task	task	NN
cord-255762-qd6fht8y	213	5	,	,	,
cord-255762-qd6fht8y	213	6	we	-PRON-	PRP
cord-255762-qd6fht8y	213	7	ran	run	VBD
cord-255762-qd6fht8y	213	8	a	a	DT
cord-255762-qd6fht8y	213	9	set	set	NN
cord-255762-qd6fht8y	213	10	of	of	IN
cord-255762-qd6fht8y	213	11	one	one	CD
cord-255762-qd6fht8y	213	12	-	-	HYPH
cord-255762-qd6fht8y	213	13	way	way	NN
cord-255762-qd6fht8y	213	14	ANOVA	anova	NN
cord-255762-qd6fht8y	213	15	tests	test	NNS
cord-255762-qd6fht8y	213	16	to	to	TO
cord-255762-qd6fht8y	213	17	see	see	VB
cord-255762-qd6fht8y	213	18	if	if	IN
cord-255762-qd6fht8y	213	19	unit	unit	NN
cord-255762-qd6fht8y	213	20	prices	price	NNS
cord-255762-qd6fht8y	213	21	,	,	,
cord-255762-qd6fht8y	213	22	on	on	IN
cord-255762-qd6fht8y	213	23	average	average	JJ
cord-255762-qd6fht8y	213	24	,	,	,
cord-255762-qd6fht8y	213	25	change	change	NN
cord-255762-qd6fht8y	213	26	according	accord	VBG
cord-255762-qd6fht8y	213	27	to	to	IN
cord-255762-qd6fht8y	213	28	medical	medical	JJ
cord-255762-qd6fht8y	213	29	device	device	NN
cord-255762-qd6fht8y	213	30	,	,	,
cord-255762-qd6fht8y	213	31	PB	PB	NNP
cord-255762-qd6fht8y	213	32	or	or	CC
cord-255762-qd6fht8y	213	33	the	the	DT
cord-255762-qd6fht8y	213	34	supplier	supplier	NN
cord-255762-qd6fht8y	213	35	(	(	-LRB-
cord-255762-qd6fht8y	213	36	one	one	CD
cord-255762-qd6fht8y	213	37	at	at	IN
cord-255762-qd6fht8y	213	38	a	a	DT
cord-255762-qd6fht8y	213	39	time	time	NN
cord-255762-qd6fht8y	213	40	)	)	-RRB-
cord-255762-qd6fht8y	213	41	.	.	.
cord-255762-qd6fht8y	214	1	The	the	DT
cord-255762-qd6fht8y	214	2	three	three	CD
cord-255762-qd6fht8y	214	3	tests	test	NNS
cord-255762-qd6fht8y	214	4	,	,	,
cord-255762-qd6fht8y	214	5	shown	show	VBN
cord-255762-qd6fht8y	214	6	in	in	IN
cord-255762-qd6fht8y	214	7	Column	Column	NNP
cord-255762-qd6fht8y	214	8	(	(	-LRB-
cord-255762-qd6fht8y	214	9	1	1	CD
cord-255762-qd6fht8y	214	10	)	)	-RRB-
cord-255762-qd6fht8y	214	11	,	,	,
cord-255762-qd6fht8y	214	12	Table	table	NN
cord-255762-qd6fht8y	214	13	2	2	CD
cord-255762-qd6fht8y	214	14	,	,	,
cord-255762-qd6fht8y	214	15	(	(	-LRB-
cord-255762-qd6fht8y	214	16	with	with	IN
cord-255762-qd6fht8y	214	17	p	p	NN
cord-255762-qd6fht8y	214	18	-	-	HYPH
cord-255762-qd6fht8y	214	19	values	value	NNS
cord-255762-qd6fht8y	214	20	in	in	IN
cord-255762-qd6fht8y	214	21	square	square	JJ
cord-255762-qd6fht8y	214	22	brackets	bracket	NNS
cord-255762-qd6fht8y	214	23	)	)	-RRB-
cord-255762-qd6fht8y	214	24	,	,	,
cord-255762-qd6fht8y	214	25	always	always	RB
cord-255762-qd6fht8y	214	26	reject	reject	VB
cord-255762-qd6fht8y	214	27	the	the	DT
cord-255762-qd6fht8y	214	28	null	null	JJ
cord-255762-qd6fht8y	214	29	hypothesis	hypothesis	NN
cord-255762-qd6fht8y	214	30	,	,	,
cord-255762-qd6fht8y	214	31	indicating	indicate	VBG
cord-255762-qd6fht8y	214	32	that	that	IN
cord-255762-qd6fht8y	214	33	prices	price	NNS
cord-255762-qd6fht8y	214	34	indeed	indeed	RB
cord-255762-qd6fht8y	214	35	vary	vary	VBP
cord-255762-qd6fht8y	214	36	for	for	IN
cord-255762-qd6fht8y	214	37	all	all	DT
cord-255762-qd6fht8y	214	38	three	three	CD
cord-255762-qd6fht8y	214	39	dimensions	dimension	NNS
cord-255762-qd6fht8y	214	40	,	,	,
cord-255762-qd6fht8y	214	41	especially	especially	RB
cord-255762-qd6fht8y	214	42	for	for	IN
cord-255762-qd6fht8y	214	43	the	the	DT
cord-255762-qd6fht8y	214	44	device	device	NN
cord-255762-qd6fht8y	214	45	categories	category	NNS
cord-255762-qd6fht8y	214	46	(	(	-LRB-
cord-255762-qd6fht8y	214	47	as	as	IN
cord-255762-qd6fht8y	214	48	suggested	suggest	VBN
cord-255762-qd6fht8y	214	49	by	by	IN
cord-255762-qd6fht8y	214	50	the	the	DT
cord-255762-qd6fht8y	214	51	higher	high	JJR
cord-255762-qd6fht8y	214	52	value	value	NN
cord-255762-qd6fht8y	214	53	of	of	IN
cord-255762-qd6fht8y	214	54	the	the	DT
cord-255762-qd6fht8y	214	55	test	test	NN
cord-255762-qd6fht8y	214	56	)	)	-RRB-
cord-255762-qd6fht8y	214	57	.	.	.
cord-255762-qd6fht8y	215	1	We	-PRON-	PRP
cord-255762-qd6fht8y	215	2	then	then	RB
cord-255762-qd6fht8y	215	3	checked	check	VBD
cord-255762-qd6fht8y	215	4	if	if	IN
cord-255762-qd6fht8y	215	5	unit	unit	NN
cord-255762-qd6fht8y	215	6	prices	price	NNS
cord-255762-qd6fht8y	215	7	change	change	VBP
cord-255762-qd6fht8y	215	8	for	for	IN
cord-255762-qd6fht8y	215	9	each	each	DT
cord-255762-qd6fht8y	215	10	dimension	dimension	NN
cord-255762-qd6fht8y	215	11	,	,	,
cord-255762-qd6fht8y	215	12	after	after	IN
cord-255762-qd6fht8y	215	13	controlling	control	VBG
cord-255762-qd6fht8y	215	14	for	for	IN
cord-255762-qd6fht8y	215	15	the	the	DT
cord-255762-qd6fht8y	215	16	other	other	JJ
cord-255762-qd6fht8y	215	17	two	two	CD
cord-255762-qd6fht8y	215	18	.	.	.
cord-255762-qd6fht8y	216	1	Hence	hence	RB
cord-255762-qd6fht8y	216	2	,	,	,
cord-255762-qd6fht8y	216	3	the	the	DT
cord-255762-qd6fht8y	216	4	same	same	JJ
cord-255762-qd6fht8y	216	5	test	test	NN
cord-255762-qd6fht8y	216	6	was	be	VBD
cord-255762-qd6fht8y	216	7	carried	carry	VBN
cord-255762-qd6fht8y	216	8	out	out	RP
cord-255762-qd6fht8y	216	9	,	,	,
cord-255762-qd6fht8y	216	10	with	with	IN
cord-255762-qd6fht8y	216	11	prices	price	NNS
cord-255762-qd6fht8y	216	12	now	now	RB
cord-255762-qd6fht8y	216	13	cleaned	clean	VBN
cord-255762-qd6fht8y	216	14	of	of	IN
cord-255762-qd6fht8y	216	15	their	-PRON-	PRP$
cord-255762-qd6fht8y	216	16	average	average	NN
cord-255762-qd6fht8y	216	17	in	in	IN
cord-255762-qd6fht8y	216	18	two	two	CD
cord-255762-qd6fht8y	216	19	dimensions	dimension	NNS
cord-255762-qd6fht8y	216	20	.	.	.
cord-255762-qd6fht8y	217	1	For	for	IN
cord-255762-qd6fht8y	217	2	example	example	NN
cord-255762-qd6fht8y	217	3	,	,	,
cord-255762-qd6fht8y	217	4	in	in	IN
cord-255762-qd6fht8y	217	5	one	one	CD
cord-255762-qd6fht8y	217	6	case	case	NN
cord-255762-qd6fht8y	217	7	we	-PRON-	PRP
cord-255762-qd6fht8y	217	8	considered	consider	VBD
cord-255762-qd6fht8y	217	9	the	the	DT
cord-255762-qd6fht8y	217	10	difference	difference	NN
cord-255762-qd6fht8y	217	11	between	between	IN
cord-255762-qd6fht8y	217	12	prices	price	NNS
cord-255762-qd6fht8y	217	13	and	and	CC
cord-255762-qd6fht8y	217	14	average	average	JJ
cord-255762-qd6fht8y	217	15	prices	price	NNS
cord-255762-qd6fht8y	217	16	by	by	IN
cord-255762-qd6fht8y	217	17	PB	PB	NNP
cord-255762-qd6fht8y	217	18	plus	plus	CC
cord-255762-qd6fht8y	217	19	average	average	JJ
cord-255762-qd6fht8y	217	20	prices	price	NNS
cord-255762-qd6fht8y	217	21	by	by	IN
cord-255762-qd6fht8y	217	22	supplier	supplier	NN
cord-255762-qd6fht8y	217	23	,	,	,
cord-255762-qd6fht8y	217	24	and	and	CC
cord-255762-qd6fht8y	217	25	looked	look	VBD
cord-255762-qd6fht8y	217	26	to	to	TO
cord-255762-qd6fht8y	217	27	see	see	VB
cord-255762-qd6fht8y	217	28	if	if	IN
cord-255762-qd6fht8y	217	29	this	this	DT
cord-255762-qd6fht8y	217	30	difference	difference	NN
cord-255762-qd6fht8y	217	31	changes	change	NNS
cord-255762-qd6fht8y	217	32	according	accord	VBG
cord-255762-qd6fht8y	217	33	to	to	IN
cord-255762-qd6fht8y	217	34	medical	medical	JJ
cord-255762-qd6fht8y	217	35	device	device	NN
cord-255762-qd6fht8y	217	36	.	.	.
cord-255762-qd6fht8y	218	1	This	this	DT
cord-255762-qd6fht8y	218	2	way	way	NN
cord-255762-qd6fht8y	218	3	,	,	,
cord-255762-qd6fht8y	218	4	after	after	IN
cord-255762-qd6fht8y	218	5	removing	remove	VBG
cord-255762-qd6fht8y	218	6	PB	PB	NNP
cord-255762-qd6fht8y	218	7	-	-	HYPH
cord-255762-qd6fht8y	218	8	and	and	CC
cord-255762-qd6fht8y	218	9	supplier	supplier	NN
cord-255762-qd6fht8y	218	10	-	-	HYPH
cord-255762-qd6fht8y	218	11	specific	specific	JJ
cord-255762-qd6fht8y	218	12	linear	linear	JJ
cord-255762-qd6fht8y	218	13	fixed	fix	VBN
cord-255762-qd6fht8y	218	14	effects	effect	NNS
cord-255762-qd6fht8y	218	15	,	,	,
cord-255762-qd6fht8y	218	16	we	-PRON-	PRP
cord-255762-qd6fht8y	218	17	can	can	MD
cord-255762-qd6fht8y	218	18	see	see	VB
cord-255762-qd6fht8y	218	19	if	if	IN
cord-255762-qd6fht8y	218	20	something	something	NN
cord-255762-qd6fht8y	218	21	nonetheless	nonetheless	RB
cord-255762-qd6fht8y	218	22	varies	vary	VBZ
cord-255762-qd6fht8y	218	23	according	accord	VBG
cord-255762-qd6fht8y	218	24	to	to	IN
cord-255762-qd6fht8y	218	25	the	the	DT
cord-255762-qd6fht8y	218	26	device	device	NN
cord-255762-qd6fht8y	218	27	.	.	.
cord-255762-qd6fht8y	219	1	Column	column	NN
cord-255762-qd6fht8y	219	2	(	(	-LRB-
cord-255762-qd6fht8y	219	3	2	2	CD
cord-255762-qd6fht8y	219	4	)	)	-RRB-
cord-255762-qd6fht8y	219	5	shows	show	VBZ
cord-255762-qd6fht8y	219	6	that	that	IN
cord-255762-qd6fht8y	219	7	the	the	DT
cord-255762-qd6fht8y	219	8	tests	test	NNS
cord-255762-qd6fht8y	219	9	always	always	RB
cord-255762-qd6fht8y	219	10	reject	reject	VBP
cord-255762-qd6fht8y	219	11	the	the	DT
cord-255762-qd6fht8y	219	12	null	null	JJ
cord-255762-qd6fht8y	219	13	hypothesis	hypothesis	NN
cord-255762-qd6fht8y	219	14	,	,	,
cord-255762-qd6fht8y	219	15	indicating	indicate	VBG
cord-255762-qd6fht8y	219	16	that	that	IN
cord-255762-qd6fht8y	219	17	prices	price	NNS
cord-255762-qd6fht8y	219	18	still	still	RB
cord-255762-qd6fht8y	219	19	vary	vary	VBP
cord-255762-qd6fht8y	219	20	for	for	IN
cord-255762-qd6fht8y	219	21	each	each	DT
cord-255762-qd6fht8y	219	22	dimension	dimension	NN
cord-255762-qd6fht8y	219	23	,	,	,
cord-255762-qd6fht8y	219	24	once	once	IN
cord-255762-qd6fht8y	219	25	the	the	DT
cord-255762-qd6fht8y	219	26	fixed	fix	VBN
cord-255762-qd6fht8y	219	27	effects	effect	NNS
cord-255762-qd6fht8y	219	28	of	of	IN
cord-255762-qd6fht8y	219	29	the	the	DT
cord-255762-qd6fht8y	219	30	other	other	JJ
cord-255762-qd6fht8y	219	31	two	two	CD
cord-255762-qd6fht8y	219	32	are	be	VBP
cord-255762-qd6fht8y	219	33	removed	remove	VBN
cord-255762-qd6fht8y	219	34	.	.	.
cord-255762-qd6fht8y	220	1	In	in	IN
cord-255762-qd6fht8y	220	2	another	another	DT
cord-255762-qd6fht8y	220	3	case	case	NN
cord-255762-qd6fht8y	220	4	,	,	,
cord-255762-qd6fht8y	220	5	shown	show	VBN
cord-255762-qd6fht8y	220	6	in	in	IN
cord-255762-qd6fht8y	220	7	Column	Column	NNP
cord-255762-qd6fht8y	220	8	(	(	-LRB-
cord-255762-qd6fht8y	220	9	3	3	CD
cord-255762-qd6fht8y	220	10	)	)	-RRB-
cord-255762-qd6fht8y	220	11	,	,	,
cord-255762-qd6fht8y	220	12	we	-PRON-	PRP
cord-255762-qd6fht8y	220	13	repeated	repeat	VBD
cord-255762-qd6fht8y	220	14	the	the	DT
cord-255762-qd6fht8y	220	15	ANOVA	ANOVA	NNP
cord-255762-qd6fht8y	220	16	exercise	exercise	NN
cord-255762-qd6fht8y	220	17	using	use	VBG
cord-255762-qd6fht8y	220	18	the	the	DT
cord-255762-qd6fht8y	220	19	ratio	ratio	NN
cord-255762-qd6fht8y	220	20	instead	instead	RB
cord-255762-qd6fht8y	220	21	of	of	IN
cord-255762-qd6fht8y	220	22	the	the	DT
cord-255762-qd6fht8y	220	23	difference	difference	NN
cord-255762-qd6fht8y	220	24	between	between	IN
cord-255762-qd6fht8y	220	25	the	the	DT
cord-255762-qd6fht8y	220	26	price	price	NN
cord-255762-qd6fht8y	220	27	and	and	CC
cord-255762-qd6fht8y	220	28	the	the	DT
cord-255762-qd6fht8y	220	29	average	average	JJ
cord-255762-qd6fht8y	220	30	price	price	NN
cord-255762-qd6fht8y	220	31	paid	pay	VBN
cord-255762-qd6fht8y	220	32	.	.	.
cord-255762-qd6fht8y	221	1	The	the	DT
cord-255762-qd6fht8y	221	2	purpose	purpose	NN
cord-255762-qd6fht8y	221	3	here	here	RB
cord-255762-qd6fht8y	221	4	was	be	VBD
cord-255762-qd6fht8y	221	5	to	to	TO
cord-255762-qd6fht8y	221	6	see	see	VB
cord-255762-qd6fht8y	221	7	if	if	IN
cord-255762-qd6fht8y	221	8	,	,	,
cord-255762-qd6fht8y	221	9	after	after	IN
cord-255762-qd6fht8y	221	10	removing	remove	VBG
cord-255762-qd6fht8y	221	11	PB	PB	NNP
cord-255762-qd6fht8y	221	12	-	-	HYPH
cord-255762-qd6fht8y	221	13	and	and	CC
cord-255762-qd6fht8y	221	14	supplier	supplier	NN
cord-255762-qd6fht8y	221	15	-	-	HYPH
cord-255762-qd6fht8y	221	16	specific	specific	JJ
cord-255762-qd6fht8y	221	17	multiplicative	multiplicative	JJ
cord-255762-qd6fht8y	221	18	fixed	fix	VBN
cord-255762-qd6fht8y	221	19	effects	effect	NNS
cord-255762-qd6fht8y	221	20	,	,	,
cord-255762-qd6fht8y	221	21	there	there	EX
cord-255762-qd6fht8y	221	22	is	be	VBZ
cord-255762-qd6fht8y	221	23	still	still	RB
cord-255762-qd6fht8y	221	24	something	something	NN
cord-255762-qd6fht8y	221	25	that	that	WDT
cord-255762-qd6fht8y	221	26	varies	vary	VBZ
cord-255762-qd6fht8y	221	27	according	accord	VBG
cord-255762-qd6fht8y	221	28	to	to	IN
cord-255762-qd6fht8y	221	29	the	the	DT
cord-255762-qd6fht8y	221	30	device	device	NN
cord-255762-qd6fht8y	221	31	.	.	.
cord-255762-qd6fht8y	222	1	This	this	DT
cord-255762-qd6fht8y	222	2	evidence	evidence	NN
cord-255762-qd6fht8y	222	3	suggests	suggest	VBZ
cord-255762-qd6fht8y	222	4	that	that	IN
cord-255762-qd6fht8y	222	5	prices	price	NNS
cord-255762-qd6fht8y	222	6	are	be	VBP
cord-255762-qd6fht8y	222	7	determined	determine	VBN
cord-255762-qd6fht8y	222	8	by	by	IN
cord-255762-qd6fht8y	222	9	all	all	PDT
cord-255762-qd6fht8y	222	10	the	the	DT
cord-255762-qd6fht8y	222	11	three	three	CD
cord-255762-qd6fht8y	222	12	dimensions	dimension	NNS
cord-255762-qd6fht8y	222	13	and	and	CC
cord-255762-qd6fht8y	222	14	that	that	IN
cord-255762-qd6fht8y	222	15	identifying	identify	VBG
cord-255762-qd6fht8y	222	16	the	the	DT
cord-255762-qd6fht8y	222	17	contribution	contribution	NN
cord-255762-qd6fht8y	222	18	of	of	IN
cord-255762-qd6fht8y	222	19	each	each	DT
cord-255762-qd6fht8y	222	20	is	be	VBZ
cord-255762-qd6fht8y	222	21	possible	possible	JJ
cord-255762-qd6fht8y	222	22	.	.	.
cord-255762-qd6fht8y	223	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	223	2	results	result	NNS
cord-255762-qd6fht8y	223	3	are	be	VBP
cord-255762-qd6fht8y	223	4	also	also	RB
cord-255762-qd6fht8y	223	5	confirmed	confirm	VBN
cord-255762-qd6fht8y	223	6	using	use	VBG
cord-255762-qd6fht8y	223	7	a	a	DT
cord-255762-qd6fht8y	223	8	non	non	JJ
cord-255762-qd6fht8y	223	9	-	-	JJ
cord-255762-qd6fht8y	223	10	parametric	parametric	JJ
cord-255762-qd6fht8y	223	11	Kruskal	Kruskal	NNP
cord-255762-qd6fht8y	223	12	-	-	HYPH
cord-255762-qd6fht8y	223	13	Wallis	Wallis	NNP
cord-255762-qd6fht8y	223	14	test	test	NN
cord-255762-qd6fht8y	223	15	in	in	IN
cord-255762-qd6fht8y	223	16	place	place	NN
cord-255762-qd6fht8y	223	17	of	of	IN
cord-255762-qd6fht8y	223	18	the	the	DT
cord-255762-qd6fht8y	223	19	ANOVA	ANOVA	NNP
cord-255762-qd6fht8y	223	20	test	test	NN
cord-255762-qd6fht8y	223	21	(	(	-LRB-
cord-255762-qd6fht8y	223	22	output	output	NN
cord-255762-qd6fht8y	223	23	available	available	JJ
cord-255762-qd6fht8y	223	24	upon	upon	IN
cord-255762-qd6fht8y	223	25	request	request	NN
cord-255762-qd6fht8y	223	26	)	)	-RRB-
cord-255762-qd6fht8y	223	27	.	.	.
cord-255762-qd6fht8y	224	1	Note	note	VB
cord-255762-qd6fht8y	224	2	.	.	.
cord-255762-qd6fht8y	225	1	"	"	''
cord-255762-qd6fht8y	226	1	Price	price	NN
cord-255762-qd6fht8y	226	2	-avg	-avg	:
cord-255762-qd6fht8y	226	3	.	.	.
cord-255762-qd6fht8y	226	4	price	price	NN
cord-255762-qd6fht8y	226	5	"	"	''
cord-255762-qd6fht8y	226	6	and	and	CC
cord-255762-qd6fht8y	226	7	"	"	``
cord-255762-qd6fht8y	226	8	Price	price	NN
cord-255762-qd6fht8y	226	9	/	/	SYM
cord-255762-qd6fht8y	226	10	avg	avg	NN
cord-255762-qd6fht8y	226	11	.	.	NNP
cord-255762-qd6fht8y	226	12	price	price	NN
cord-255762-qd6fht8y	226	13	"	"	''
cord-255762-qd6fht8y	226	14	respectively	respectively	RB
cord-255762-qd6fht8y	226	15	subtract	subtract	VBP
cord-255762-qd6fht8y	226	16	and	and	CC
cord-255762-qd6fht8y	226	17	divide	divide	VB
cord-255762-qd6fht8y	226	18	the	the	DT
cord-255762-qd6fht8y	226	19	price	price	NN
cord-255762-qd6fht8y	226	20	by	by	IN
cord-255762-qd6fht8y	226	21	its	-PRON-	PRP$
cord-255762-qd6fht8y	226	22	average	average	NN
cord-255762-qd6fht8y	226	23	over	over	IN
cord-255762-qd6fht8y	226	24	the	the	DT
cord-255762-qd6fht8y	226	25	two	two	CD
cord-255762-qd6fht8y	226	26	remaining	remain	VBG
cord-255762-qd6fht8y	226	27	dimensions	dimension	NNS
cord-255762-qd6fht8y	226	28	(	(	-LRB-
cord-255762-qd6fht8y	226	29	e.g.	e.g.	IN
cord-255762-qd6fht8y	226	30	the	the	DT
cord-255762-qd6fht8y	226	31	average	average	NN
cord-255762-qd6fht8y	226	32	by	by	IN
cord-255762-qd6fht8y	226	33	PB	PB	NNP
cord-255762-qd6fht8y	226	34	and	and	CC
cord-255762-qd6fht8y	226	35	the	the	DT
cord-255762-qd6fht8y	226	36	average	average	NN
cord-255762-qd6fht8y	226	37	by	by	IN
cord-255762-qd6fht8y	226	38	supplier	supplier	NN
cord-255762-qd6fht8y	226	39	when	when	WRB
cord-255762-qd6fht8y	226	40	running	run	VBG
cord-255762-qd6fht8y	226	41	the	the	DT
cord-255762-qd6fht8y	226	42	test	test	NN
cord-255762-qd6fht8y	226	43	on	on	IN
cord-255762-qd6fht8y	226	44	the	the	DT
cord-255762-qd6fht8y	226	45	device	device	NN
cord-255762-qd6fht8y	226	46	dimension	dimension	NN
cord-255762-qd6fht8y	226	47	)	)	-RRB-
cord-255762-qd6fht8y	226	48	;	;	:
cord-255762-qd6fht8y	226	49	p	p	NN
cord-255762-qd6fht8y	226	50	-	-	HYPH
cord-255762-qd6fht8y	226	51	values	value	NNS
cord-255762-qd6fht8y	226	52	in	in	IN
cord-255762-qd6fht8y	226	53	squared	squared	JJ
cord-255762-qd6fht8y	226	54	parentheses	parenthesis	NNS
cord-255762-qd6fht8y	226	55	.	.	.
cord-255762-qd6fht8y	227	1	For	for	IN
cord-255762-qd6fht8y	227	2	the	the	DT
cord-255762-qd6fht8y	227	3	second	second	JJ
cord-255762-qd6fht8y	227	4	task	task	NN
cord-255762-qd6fht8y	227	5	,	,	,
cord-255762-qd6fht8y	227	6	a	a	DT
cord-255762-qd6fht8y	227	7	standard	standard	JJ
cord-255762-qd6fht8y	227	8	approximation	approximation	NN
cord-255762-qd6fht8y	227	9	requires	require	VBZ
cord-255762-qd6fht8y	227	10	unit	unit	NN
cord-255762-qd6fht8y	227	11	prices	price	NNS
cord-255762-qd6fht8y	227	12	to	to	TO
cord-255762-qd6fht8y	227	13	be	be	VB
cord-255762-qd6fht8y	227	14	explained	explain	VBN
cord-255762-qd6fht8y	227	15	by	by	IN
cord-255762-qd6fht8y	227	16	costs	cost	NNS
cord-255762-qd6fht8y	227	17	,	,	,
cord-255762-qd6fht8y	227	18	quantities	quantity	NNS
cord-255762-qd6fht8y	227	19	purchased	purchase	VBN
cord-255762-qd6fht8y	227	20	and	and	CC
cord-255762-qd6fht8y	227	21	measures	measure	NNS
cord-255762-qd6fht8y	227	22	of	of	IN
cord-255762-qd6fht8y	227	23	market	market	NN
cord-255762-qd6fht8y	227	24	power	power	NN
cord-255762-qd6fht8y	227	25	.	.	.
cord-255762-qd6fht8y	228	1	As	as	IN
cord-255762-qd6fht8y	228	2	we	-PRON-	PRP
cord-255762-qd6fht8y	228	3	run	run	VBP
cord-255762-qd6fht8y	228	4	our	-PRON-	PRP$
cord-255762-qd6fht8y	228	5	analysis	analysis	NN
cord-255762-qd6fht8y	228	6	on	on	IN
cord-255762-qd6fht8y	228	7	medical	medical	JJ
cord-255762-qd6fht8y	228	8	devices	device	NNS
cord-255762-qd6fht8y	228	9	grouped	group	VBN
cord-255762-qd6fht8y	228	10	into	into	IN
cord-255762-qd6fht8y	228	11	classes	class	NNS
cord-255762-qd6fht8y	228	12	of	of	IN
cord-255762-qd6fht8y	228	13	functionally	functionally	RB
cord-255762-qd6fht8y	228	14	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	228	15	products	product	NNS
cord-255762-qd6fht8y	228	16	,	,	,
cord-255762-qd6fht8y	228	17	a	a	DT
cord-255762-qd6fht8y	228	18	vector	vector	NN
cord-255762-qd6fht8y	228	19	of	of	IN
cord-255762-qd6fht8y	228	20	device	device	NN
cord-255762-qd6fht8y	228	21	dummies	dummy	NNS
cord-255762-qd6fht8y	228	22	is	be	VBZ
cord-255762-qd6fht8y	228	23	a	a	DT
cord-255762-qd6fht8y	228	24	good	good	JJ
cord-255762-qd6fht8y	228	25	proxy	proxy	NN
cord-255762-qd6fht8y	228	26	for	for	IN
cord-255762-qd6fht8y	228	27	their	-PRON-	PRP$
cord-255762-qd6fht8y	228	28	costs	cost	NNS
cord-255762-qd6fht8y	228	29	.	.	.
cord-255762-qd6fht8y	229	1	Quantities	quantity	NNS
cord-255762-qd6fht8y	229	2	purchased	purchase	VBN
cord-255762-qd6fht8y	229	3	are	be	VBP
cord-255762-qd6fht8y	229	4	used	use	VBN
cord-255762-qd6fht8y	229	5	to	to	TO
cord-255762-qd6fht8y	229	6	control	control	VB
cord-255762-qd6fht8y	229	7	for	for	IN
cord-255762-qd6fht8y	229	8	the	the	DT
cord-255762-qd6fht8y	229	9	presence	presence	NN
cord-255762-qd6fht8y	229	10	of	of	IN
cord-255762-qd6fht8y	229	11	economies	economy	NNS
cord-255762-qd6fht8y	229	12	of	of	IN
cord-255762-qd6fht8y	229	13	scale	scale	NN
cord-255762-qd6fht8y	229	14	.	.	.
cord-255762-qd6fht8y	230	1	To	to	TO
cord-255762-qd6fht8y	230	2	consider	consider	VB
cord-255762-qd6fht8y	230	3	market	market	NN
cord-255762-qd6fht8y	230	4	power	power	NN
cord-255762-qd6fht8y	230	5	,	,	,
cord-255762-qd6fht8y	230	6	we	-PRON-	PRP
cord-255762-qd6fht8y	230	7	take	take	VBP
cord-255762-qd6fht8y	230	8	two	two	CD
cord-255762-qd6fht8y	230	9	variables	variable	NNS
cord-255762-qd6fht8y	230	10	:	:	:
cord-255762-qd6fht8y	230	11	the	the	DT
cord-255762-qd6fht8y	230	12	number	number	NN
cord-255762-qd6fht8y	230	13	of	of	IN
cord-255762-qd6fht8y	230	14	different	different	JJ
cord-255762-qd6fht8y	230	15	suppliers	supplier	NNS
cord-255762-qd6fht8y	230	16	recorded	record	VBN
cord-255762-qd6fht8y	230	17	in	in	IN
cord-255762-qd6fht8y	230	18	our	-PRON-	PRP$
cord-255762-qd6fht8y	230	19	dataset	dataset	NN
cord-255762-qd6fht8y	230	20	for	for	IN
cord-255762-qd6fht8y	230	21	each	each	DT
cord-255762-qd6fht8y	230	22	category	category	NN
cord-255762-qd6fht8y	230	23	of	of	IN
cord-255762-qd6fht8y	230	24	medical	medical	JJ
cord-255762-qd6fht8y	230	25	devices	device	NNS
cord-255762-qd6fht8y	230	26	(	(	-LRB-
cord-255762-qd6fht8y	230	27	to	to	TO
cord-255762-qd6fht8y	230	28	account	account	VB
cord-255762-qd6fht8y	230	29	for	for	IN
cord-255762-qd6fht8y	230	30	potential	potential	JJ
cord-255762-qd6fht8y	230	31	competition	competition	NN
cord-255762-qd6fht8y	230	32	)	)	-RRB-
cord-255762-qd6fht8y	230	33	,	,	,
cord-255762-qd6fht8y	230	34	and	and	CC
cord-255762-qd6fht8y	230	35	the	the	DT
cord-255762-qd6fht8y	230	36	number	number	NN
cord-255762-qd6fht8y	230	37	of	of	IN
cord-255762-qd6fht8y	230	38	bidders	bidder	NNS
cord-255762-qd6fht8y	230	39	in	in	IN
cord-255762-qd6fht8y	230	40	the	the	DT
cord-255762-qd6fht8y	230	41	auction	auction	NN
cord-255762-qd6fht8y	230	42	(	(	-LRB-
cord-255762-qd6fht8y	230	43	to	to	TO
cord-255762-qd6fht8y	230	44	account	account	VB
cord-255762-qd6fht8y	230	45	for	for	IN
cord-255762-qd6fht8y	230	46	actual	actual	JJ
cord-255762-qd6fht8y	230	47	competition	competition	NN
cord-255762-qd6fht8y	230	48	)	)	-RRB-
cord-255762-qd6fht8y	230	49	.	.	.
cord-255762-qd6fht8y	231	1	We	-PRON-	PRP
cord-255762-qd6fht8y	231	2	also	also	RB
cord-255762-qd6fht8y	231	3	incorporate	incorporate	VBP
cord-255762-qd6fht8y	231	4	a	a	DT
cord-255762-qd6fht8y	231	5	dummy	dummy	NN
cord-255762-qd6fht8y	231	6	for	for	IN
cord-255762-qd6fht8y	231	7	FPAs	fpa	NNS
cord-255762-qd6fht8y	231	8	,	,	,
cord-255762-qd6fht8y	231	9	which	which	WDT
cord-255762-qd6fht8y	231	10	generally	generally	RB
cord-255762-qd6fht8y	231	11	have	have	VBP
cord-255762-qd6fht8y	231	12	a	a	DT
cord-255762-qd6fht8y	231	13	larger	large	JJR
cord-255762-qd6fht8y	231	14	number	number	NN
cord-255762-qd6fht8y	231	15	of	of	IN
cord-255762-qd6fht8y	231	16	bidders	bidder	NNS
cord-255762-qd6fht8y	231	17	than	than	IN
cord-255762-qd6fht8y	231	18	is	be	VBZ
cord-255762-qd6fht8y	231	19	the	the	DT
cord-255762-qd6fht8y	231	20	case	case	NN
cord-255762-qd6fht8y	231	21	for	for	IN
cord-255762-qd6fht8y	231	22	direct	direct	JJ
cord-255762-qd6fht8y	231	23	negotiations	negotiation	NNS
cord-255762-qd6fht8y	231	24	.	.	.
cord-255762-qd6fht8y	232	1	Using	use	VBG
cord-255762-qd6fht8y	232	2	a	a	DT
cord-255762-qd6fht8y	232	3	linear	linear	JJ
cord-255762-qd6fht8y	232	4	regression	regression	NN
cord-255762-qd6fht8y	232	5	model	model	NN
cord-255762-qd6fht8y	232	6	of	of	IN
cord-255762-qd6fht8y	232	7	prices	price	NNS
cord-255762-qd6fht8y	232	8	on	on	IN
cord-255762-qd6fht8y	232	9	device	device	NN
cord-255762-qd6fht8y	232	10	dummies	dummy	NNS
cord-255762-qd6fht8y	232	11	,	,	,
cord-255762-qd6fht8y	232	12	the	the	DT
cord-255762-qd6fht8y	232	13	number	number	NN
cord-255762-qd6fht8y	232	14	of	of	IN
cord-255762-qd6fht8y	232	15	suppliers	supplier	NNS
cord-255762-qd6fht8y	232	16	and	and	CC
cord-255762-qd6fht8y	232	17	of	of	IN
cord-255762-qd6fht8y	232	18	bidders	bidder	NNS
cord-255762-qd6fht8y	232	19	,	,	,
cord-255762-qd6fht8y	232	20	we	-PRON-	PRP
cord-255762-qd6fht8y	232	21	find	find	VBP
cord-255762-qd6fht8y	232	22	that	that	IN
cord-255762-qd6fht8y	232	23	59	59	CD
cord-255762-qd6fht8y	232	24	%	%	NN
cord-255762-qd6fht8y	232	25	of	of	IN
cord-255762-qd6fht8y	232	26	the	the	DT
cord-255762-qd6fht8y	232	27	medical	medical	JJ
cord-255762-qd6fht8y	232	28	device	device	NN
cord-255762-qd6fht8y	232	29	dummies	dummy	NNS
cord-255762-qd6fht8y	232	30	are	be	VBP
cord-255762-qd6fht8y	232	31	significant	significant	JJ
cord-255762-qd6fht8y	232	32	at	at	IN
cord-255762-qd6fht8y	232	33	the	the	DT
cord-255762-qd6fht8y	232	34	5	5	CD
cord-255762-qd6fht8y	232	35	%	%	NN
cord-255762-qd6fht8y	232	36	significance	significance	NN
cord-255762-qd6fht8y	232	37	level	level	NN
cord-255762-qd6fht8y	232	38	,	,	,
cord-255762-qd6fht8y	232	39	with	with	IN
cord-255762-qd6fht8y	232	40	R	r	NN
cord-255762-qd6fht8y	232	41	2	2	CD
cord-255762-qd6fht8y	232	42	=	=	SYM
cord-255762-qd6fht8y	232	43	0.31	0.31	CD
cord-255762-qd6fht8y	232	44	.	.	.
cord-255762-qd6fht8y	233	1	With	with	IN
cord-255762-qd6fht8y	233	2	the	the	DT
cord-255762-qd6fht8y	233	3	use	use	NN
cord-255762-qd6fht8y	233	4	of	of	IN
cord-255762-qd6fht8y	233	5	a	a	DT
cord-255762-qd6fht8y	233	6	log	log	NN
cord-255762-qd6fht8y	233	7	-	-	HYPH
cord-255762-qd6fht8y	233	8	log	log	NN
cord-255762-qd6fht8y	233	9	model	model	NN
cord-255762-qd6fht8y	233	10	,	,	,
cord-255762-qd6fht8y	233	11	the	the	DT
cord-255762-qd6fht8y	233	12	fit	fit	JJ
cord-255762-qd6fht8y	233	13	increases	increase	NNS
cord-255762-qd6fht8y	233	14	to	to	IN
cord-255762-qd6fht8y	233	15	R	r	NN
cord-255762-qd6fht8y	233	16	2	2	CD
cord-255762-qd6fht8y	233	17	=	=	SYM
cord-255762-qd6fht8y	233	18	0.89	0.89	CD
cord-255762-qd6fht8y	233	19	,	,	,
cord-255762-qd6fht8y	233	20	with	with	IN
cord-255762-qd6fht8y	233	21	87	87	CD
cord-255762-qd6fht8y	233	22	%	%	NN
cord-255762-qd6fht8y	233	23	of	of	IN
cord-255762-qd6fht8y	233	24	the	the	DT
cord-255762-qd6fht8y	233	25	medical	medical	JJ
cord-255762-qd6fht8y	233	26	device	device	NN
cord-255762-qd6fht8y	233	27	dummies	dummy	NNS
cord-255762-qd6fht8y	233	28	being	be	VBG
cord-255762-qd6fht8y	233	29	significant	significant	JJ
cord-255762-qd6fht8y	233	30	(	(	-LRB-
cord-255762-qd6fht8y	233	31	see	see	VB
cord-255762-qd6fht8y	233	32	Columns	Columns	NNPS
cord-255762-qd6fht8y	233	33	(	(	-LRB-
cord-255762-qd6fht8y	233	34	1	1	CD
cord-255762-qd6fht8y	233	35	)	)	-RRB-
cord-255762-qd6fht8y	233	36	and	and	CC
cord-255762-qd6fht8y	233	37	(	(	-LRB-
cord-255762-qd6fht8y	233	38	2	2	LS
cord-255762-qd6fht8y	233	39	)	)	-RRB-
cord-255762-qd6fht8y	233	40	of	of	IN
cord-255762-qd6fht8y	233	41	Table	Table	NNP
cord-255762-qd6fht8y	233	42	3	3	CD
cord-255762-qd6fht8y	233	43	)	)	-RRB-
cord-255762-qd6fht8y	233	44	.	.	.
cord-255762-qd6fht8y	234	1	This	this	DT
cord-255762-qd6fht8y	234	2	suggests	suggest	VBZ
cord-255762-qd6fht8y	234	3	that	that	IN
cord-255762-qd6fht8y	234	4	the	the	DT
cord-255762-qd6fht8y	234	5	log	log	NN
cord-255762-qd6fht8y	234	6	transformation	transformation	NN
cord-255762-qd6fht8y	234	7	is	be	VBZ
cord-255762-qd6fht8y	234	8	better	well	RBR
cord-255762-qd6fht8y	234	9	suited	suited	JJ
cord-255762-qd6fht8y	234	10	to	to	TO
cord-255762-qd6fht8y	234	11	describe	describe	VB
cord-255762-qd6fht8y	234	12	prices	price	NNS
cord-255762-qd6fht8y	234	13	.	.	.
cord-255762-qd6fht8y	235	1	Moreover	moreover	RB
cord-255762-qd6fht8y	235	2	,	,	,
cord-255762-qd6fht8y	235	3	F	F	NNP
cord-255762-qd6fht8y	235	4	-	-	HYPH
cord-255762-qd6fht8y	235	5	tests	test	NNS
cord-255762-qd6fht8y	235	6	strongly	strongly	RB
cord-255762-qd6fht8y	235	7	reject	reject	VBP
cord-255762-qd6fht8y	235	8	the	the	DT
cord-255762-qd6fht8y	235	9	hypothesis	hypothesis	NN
cord-255762-qd6fht8y	235	10	that	that	IN
cord-255762-qd6fht8y	235	11	all	all	DT
cord-255762-qd6fht8y	235	12	device	device	NN
cord-255762-qd6fht8y	235	13	dummy	dummy	JJ
cord-255762-qd6fht8y	235	14	coefficients	coefficient	NNS
cord-255762-qd6fht8y	235	15	are	be	VBP
cord-255762-qd6fht8y	235	16	equal	equal	JJ
cord-255762-qd6fht8y	235	17	.	.	.
cord-255762-qd6fht8y	236	1	Moving	move	VBG
cord-255762-qd6fht8y	236	2	from	from	IN
cord-255762-qd6fht8y	236	3	a	a	DT
cord-255762-qd6fht8y	236	4	fixed	fix	VBN
cord-255762-qd6fht8y	236	5	-	-	HYPH
cord-255762-qd6fht8y	236	6	effect	effect	NN
cord-255762-qd6fht8y	236	7	(	(	-LRB-
cord-255762-qd6fht8y	236	8	FE	FE	NNP
cord-255762-qd6fht8y	236	9	)	)	-RRB-
cord-255762-qd6fht8y	236	10	to	to	IN
cord-255762-qd6fht8y	236	11	a	a	DT
cord-255762-qd6fht8y	236	12	random	random	JJ
cord-255762-qd6fht8y	236	13	-	-	HYPH
cord-255762-qd6fht8y	236	14	effect	effect	NN
cord-255762-qd6fht8y	236	15	(	(	-LRB-
cord-255762-qd6fht8y	236	16	RE	RE	NNP
cord-255762-qd6fht8y	236	17	)	)	-RRB-
cord-255762-qd6fht8y	236	18	model	model	NN
cord-255762-qd6fht8y	236	19	has	have	VBZ
cord-255762-qd6fht8y	236	20	no	no	DT
cord-255762-qd6fht8y	236	21	relevant	relevant	JJ
cord-255762-qd6fht8y	236	22	impact	impact	NN
cord-255762-qd6fht8y	236	23	on	on	IN
cord-255762-qd6fht8y	236	24	these	these	DT
cord-255762-qd6fht8y	236	25	results	result	NNS
cord-255762-qd6fht8y	236	26	.	.	.
cord-255762-qd6fht8y	237	1	Variables	variable	NNS
cord-255762-qd6fht8y	237	2	on	on	IN
cord-255762-qd6fht8y	237	3	the	the	DT
cord-255762-qd6fht8y	237	4	number	number	NN
cord-255762-qd6fht8y	237	5	of	of	IN
cord-255762-qd6fht8y	237	6	bidders	bidder	NNS
cord-255762-qd6fht8y	237	7	and	and	CC
cord-255762-qd6fht8y	237	8	the	the	DT
cord-255762-qd6fht8y	237	9	awarding	awarding	NN
cord-255762-qd6fht8y	237	10	mechanism	mechanism	NN
cord-255762-qd6fht8y	237	11	may	may	MD
cord-255762-qd6fht8y	237	12	be	be	VB
cord-255762-qd6fht8y	237	13	affected	affect	VBN
cord-255762-qd6fht8y	237	14	by	by	IN
cord-255762-qd6fht8y	237	15	endogeneity	endogeneity	NN
cord-255762-qd6fht8y	237	16	.	.	.
cord-255762-qd6fht8y	238	1	Columns	column	NNS
cord-255762-qd6fht8y	238	2	(	(	-LRB-
cord-255762-qd6fht8y	238	3	3	3	CD
cord-255762-qd6fht8y	238	4	)	)	-RRB-
cord-255762-qd6fht8y	238	5	and	and	CC
cord-255762-qd6fht8y	238	6	(	(	-LRB-
cord-255762-qd6fht8y	238	7	4	4	LS
cord-255762-qd6fht8y	238	8	)	)	-RRB-
cord-255762-qd6fht8y	238	9	replicate	replicate	VB
cord-255762-qd6fht8y	238	10	the	the	DT
cord-255762-qd6fht8y	238	11	two	two	CD
cord-255762-qd6fht8y	238	12	previous	previous	JJ
cord-255762-qd6fht8y	238	13	analyses	analysis	NNS
cord-255762-qd6fht8y	238	14	without	without	IN
cord-255762-qd6fht8y	238	15	including	include	VBG
cord-255762-qd6fht8y	238	16	these	these	DT
cord-255762-qd6fht8y	238	17	variables	variable	NNS
cord-255762-qd6fht8y	238	18	in	in	IN
cord-255762-qd6fht8y	238	19	the	the	DT
cord-255762-qd6fht8y	238	20	specification	specification	NN
cord-255762-qd6fht8y	238	21	.	.	.
cord-255762-qd6fht8y	239	1	The	the	DT
cord-255762-qd6fht8y	239	2	log	log	NN
cord-255762-qd6fht8y	239	3	-	-	HYPH
cord-255762-qd6fht8y	239	4	log	log	NN
cord-255762-qd6fht8y	239	5	model	model	NN
cord-255762-qd6fht8y	239	6	is	be	VBZ
cord-255762-qd6fht8y	239	7	still	still	RB
cord-255762-qd6fht8y	239	8	largely	largely	RB
cord-255762-qd6fht8y	239	9	preferable	preferable	JJ
cord-255762-qd6fht8y	239	10	to	to	IN
cord-255762-qd6fht8y	239	11	the	the	DT
cord-255762-qd6fht8y	239	12	linear	linear	JJ
cord-255762-qd6fht8y	239	13	model	model	NN
cord-255762-qd6fht8y	239	14	.	.	.
cord-255762-qd6fht8y	240	1	In	in	IN
cord-255762-qd6fht8y	240	2	what	what	WP
cord-255762-qd6fht8y	240	3	follows	follow	VBZ
cord-255762-qd6fht8y	240	4	,	,	,
cord-255762-qd6fht8y	240	5	we	-PRON-	PRP
cord-255762-qd6fht8y	240	6	stick	stick	VBP
cord-255762-qd6fht8y	240	7	to	to	IN
cord-255762-qd6fht8y	240	8	FE	FE	NNP
cord-255762-qd6fht8y	240	9	regressions	regression	NNS
cord-255762-qd6fht8y	240	10	with	with	IN
cord-255762-qd6fht8y	240	11	log	log	NN
cord-255762-qd6fht8y	240	12	prices	price	NNS
cord-255762-qd6fht8y	240	13	as	as	IN
cord-255762-qd6fht8y	240	14	a	a	DT
cord-255762-qd6fht8y	240	15	dependent	dependent	JJ
cord-255762-qd6fht8y	240	16	variable	variable	NN
cord-255762-qd6fht8y	240	17	.	.	.
cord-255762-qd6fht8y	241	1	Finally	finally	RB
cord-255762-qd6fht8y	241	2	,	,	,
cord-255762-qd6fht8y	241	3	in	in	IN
cord-255762-qd6fht8y	241	4	Column	column	NN
cord-255762-qd6fht8y	241	5	(	(	-LRB-
cord-255762-qd6fht8y	241	6	5	5	CD
cord-255762-qd6fht8y	241	7	)	)	-RRB-
cord-255762-qd6fht8y	241	8	,	,	,
cord-255762-qd6fht8y	241	9	we	-PRON-	PRP
cord-255762-qd6fht8y	241	10	use	use	VBP
cord-255762-qd6fht8y	241	11	a	a	DT
cord-255762-qd6fht8y	241	12	log	log	NN
cord-255762-qd6fht8y	241	13	-	-	HYPH
cord-255762-qd6fht8y	241	14	log	log	NN
cord-255762-qd6fht8y	241	15	model	model	NN
cord-255762-qd6fht8y	241	16	of	of	IN
cord-255762-qd6fht8y	241	17	prices	price	NNS
cord-255762-qd6fht8y	241	18	on	on	IN
cord-255762-qd6fht8y	241	19	quantities	quantity	NNS
cord-255762-qd6fht8y	241	20	,	,	,
cord-255762-qd6fht8y	241	21	device	device	NN
cord-255762-qd6fht8y	241	22	dummies	dummy	NNS
cord-255762-qd6fht8y	241	23	and	and	CC
cord-255762-qd6fht8y	241	24	device	device	NN
cord-255762-qd6fht8y	241	25	-	-	HYPH
cord-255762-qd6fht8y	241	26	quantity	quantity	NN
cord-255762-qd6fht8y	241	27	interactions	interaction	NNS
cord-255762-qd6fht8y	241	28	to	to	TO
cord-255762-qd6fht8y	241	29	control	control	VB
cord-255762-qd6fht8y	241	30	for	for	IN
cord-255762-qd6fht8y	241	31	potential	potential	JJ
cord-255762-qd6fht8y	241	32	economies	economy	NNS
cord-255762-qd6fht8y	241	33	of	of	IN
cord-255762-qd6fht8y	241	34	scale	scale	NN
cord-255762-qd6fht8y	241	35	,	,	,
cord-255762-qd6fht8y	241	36	allowing	allow	VBG
cord-255762-qd6fht8y	241	37	device	device	NN
cord-255762-qd6fht8y	241	38	dummies	dummy	NNS
cord-255762-qd6fht8y	241	39	to	to	TO
cord-255762-qd6fht8y	241	40	interact	interact	VB
cord-255762-qd6fht8y	241	41	with	with	IN
cord-255762-qd6fht8y	241	42	the	the	DT
cord-255762-qd6fht8y	241	43	quantities	quantity	NNS
cord-255762-qd6fht8y	241	44	purchased	purchase	VBN
cord-255762-qd6fht8y	241	45	.	.	.
cord-255762-qd6fht8y	242	1	The	the	DT
cord-255762-qd6fht8y	242	2	fit	fit	NN
cord-255762-qd6fht8y	242	3	is	be	VBZ
cord-255762-qd6fht8y	242	4	high	high	JJ
cord-255762-qd6fht8y	242	5	(	(	-LRB-
cord-255762-qd6fht8y	242	6	R	r	NN
cord-255762-qd6fht8y	242	7	2	2	CD
cord-255762-qd6fht8y	242	8	=	=	SYM
cord-255762-qd6fht8y	242	9	0.90	0.90	CD
cord-255762-qd6fht8y	242	10	)	)	-RRB-
cord-255762-qd6fht8y	242	11	and	and	CC
cord-255762-qd6fht8y	242	12	we	-PRON-	PRP
cord-255762-qd6fht8y	242	13	would	would	MD
cord-255762-qd6fht8y	242	14	find	find	VB
cord-255762-qd6fht8y	242	15	almost	almost	RB
cord-255762-qd6fht8y	242	16	no	no	DT
cord-255762-qd6fht8y	242	17	variation	variation	NN
cord-255762-qd6fht8y	242	18	(	(	-LRB-
cord-255762-qd6fht8y	242	19	R	r	NN
cord-255762-qd6fht8y	242	20	2	2	CD
cord-255762-qd6fht8y	242	21	=	=	SYM
cord-255762-qd6fht8y	242	22	0.88	0.88	CD
cord-255762-qd6fht8y	242	23	)	)	-RRB-
cord-255762-qd6fht8y	242	24	with	with	IN
cord-255762-qd6fht8y	242	25	the	the	DT
cord-255762-qd6fht8y	242	26	same	same	JJ
cord-255762-qd6fht8y	242	27	specification	specification	NN
cord-255762-qd6fht8y	242	28	,	,	,
cord-255762-qd6fht8y	242	29	removing	remove	VBG
cord-255762-qd6fht8y	242	30	quantity	quantity	NN
cord-255762-qd6fht8y	242	31	and	and	CC
cord-255762-qd6fht8y	242	32	quantity	quantity	NN
cord-255762-qd6fht8y	242	33	-	-	HYPH
cord-255762-qd6fht8y	242	34	device	device	NN
cord-255762-qd6fht8y	242	35	interactions	interaction	NNS
cord-255762-qd6fht8y	242	36	.	.	.
cord-255762-qd6fht8y	243	1	Furthermore	furthermore	RB
cord-255762-qd6fht8y	243	2	,	,	,
cord-255762-qd6fht8y	243	3	91	91	CD
cord-255762-qd6fht8y	243	4	%	%	NN
cord-255762-qd6fht8y	243	5	of	of	IN
cord-255762-qd6fht8y	243	6	the	the	DT
cord-255762-qd6fht8y	243	7	log	log	NN
cord-255762-qd6fht8y	243	8	quantity	quantity	NN
cord-255762-qd6fht8y	243	9	and	and	CC
cord-255762-qd6fht8y	243	10	device	device	NN
cord-255762-qd6fht8y	243	11	-	-	HYPH
cord-255762-qd6fht8y	243	12	dummy	dummy	NN
cord-255762-qd6fht8y	243	13	interactions	interaction	NNS
cord-255762-qd6fht8y	243	14	are	be	VBP
cord-255762-qd6fht8y	243	15	not	not	RB
cord-255762-qd6fht8y	243	16	significant	significant	JJ
cord-255762-qd6fht8y	243	17	at	at	IN
cord-255762-qd6fht8y	243	18	the	the	DT
cord-255762-qd6fht8y	243	19	5	5	CD
cord-255762-qd6fht8y	243	20	%	%	NN
cord-255762-qd6fht8y	243	21	significance	significance	NN
cord-255762-qd6fht8y	243	22	level	level	NN
cord-255762-qd6fht8y	243	23	.	.	.
cord-255762-qd6fht8y	244	1	Similar	similar	JJ
cord-255762-qd6fht8y	244	2	results	result	NNS
cord-255762-qd6fht8y	244	3	are	be	VBP
cord-255762-qd6fht8y	244	4	obtained	obtain	VBN
cord-255762-qd6fht8y	244	5	using	use	VBG
cord-255762-qd6fht8y	244	6	a	a	DT
cord-255762-qd6fht8y	244	7	linear	linear	JJ
cord-255762-qd6fht8y	244	8	regression	regression	NN
cord-255762-qd6fht8y	244	9	model	model	NN
cord-255762-qd6fht8y	244	10	.	.	.
cord-255762-qd6fht8y	245	1	Hence	hence	RB
cord-255762-qd6fht8y	245	2	,	,	,
cord-255762-qd6fht8y	245	3	the	the	DT
cord-255762-qd6fht8y	245	4	analysis	analysis	NN
cord-255762-qd6fht8y	245	5	suggests	suggest	VBZ
cord-255762-qd6fht8y	245	6	that	that	IN
cord-255762-qd6fht8y	245	7	in	in	IN
cord-255762-qd6fht8y	245	8	our	-PRON-	PRP$
cord-255762-qd6fht8y	245	9	dataset	dataset	NN
cord-255762-qd6fht8y	245	10	,	,	,
cord-255762-qd6fht8y	245	11	no	no	DT
cord-255762-qd6fht8y	245	12	economies	economy	NNS
cord-255762-qd6fht8y	245	13	of	of	IN
cord-255762-qd6fht8y	245	14	scale	scale	NN
cord-255762-qd6fht8y	245	15	are	be	VBP
cord-255762-qd6fht8y	245	16	present	present	JJ
cord-255762-qd6fht8y	245	17	in	in	IN
cord-255762-qd6fht8y	245	18	the	the	DT
cord-255762-qd6fht8y	245	19	levels	level	NNS
cord-255762-qd6fht8y	245	20	of	of	IN
cord-255762-qd6fht8y	245	21	quantity	quantity	NN
cord-255762-qd6fht8y	245	22	purchased	purchase	VBN
cord-255762-qd6fht8y	245	23	by	by	IN
cord-255762-qd6fht8y	245	24	PBs	pb	NNS
cord-255762-qd6fht8y	245	25	.	.	.
cord-255762-qd6fht8y	246	1	3	3	LS
cord-255762-qd6fht8y	246	2	Theoretical	theoretical	JJ
cord-255762-qd6fht8y	246	3	framework	framework	NN
cord-255762-qd6fht8y	246	4	3.1	3.1	CD
cord-255762-qd6fht8y	246	5	Definition	definition	NN
cord-255762-qd6fht8y	246	6	of	of	IN
cord-255762-qd6fht8y	246	7	the	the	DT
cord-255762-qd6fht8y	246	8	PB	PB	NNP
cord-255762-qd6fht8y	246	9	's	's	POS
cord-255762-qd6fht8y	246	10	competence	competence	NN
cord-255762-qd6fht8y	246	11	Consider	consider	VB
cord-255762-qd6fht8y	246	12	a	a	DT
cord-255762-qd6fht8y	246	13	market	market	NN
cord-255762-qd6fht8y	246	14	in	in	IN
cord-255762-qd6fht8y	246	15	which	which	WDT
cord-255762-qd6fht8y	246	16	−	−	NN
cord-255762-qd6fht8y	246	17	on	on	IN
cord-255762-qd6fht8y	246	18	the	the	DT
cord-255762-qd6fht8y	246	19	demand	demand	NN
cord-255762-qd6fht8y	246	20	side	side	NN
cord-255762-qd6fht8y	246	21	−	−	NNP
cord-255762-qd6fht8y	246	22	a	a	DT
cord-255762-qd6fht8y	246	23	PB	PB	NNP
cord-255762-qd6fht8y	246	24	,	,	,
cord-255762-qd6fht8y	246	25	h	h	NN
cord-255762-qd6fht8y	246	26	∈	∈	NN
cord-255762-qd6fht8y	246	27	{	{	-LRB-
cord-255762-qd6fht8y	246	28	1	1	CD
cord-255762-qd6fht8y	246	29	,	,	,
cord-255762-qd6fht8y	246	30	H	H	NNP
cord-255762-qd6fht8y	246	31	}	}	-RRB-
cord-255762-qd6fht8y	246	32	,	,	,
cord-255762-qd6fht8y	246	33	is	be	VBZ
cord-255762-qd6fht8y	246	34	in	in	IN
cord-255762-qd6fht8y	246	35	charge	charge	NN
cord-255762-qd6fht8y	246	36	of	of	IN
cord-255762-qd6fht8y	246	37	managing	manage	VBG
cord-255762-qd6fht8y	246	38	the	the	DT
cord-255762-qd6fht8y	246	39	purchase	purchase	NN
cord-255762-qd6fht8y	246	40	of	of	IN
cord-255762-qd6fht8y	246	41	medical	medical	JJ
cord-255762-qd6fht8y	246	42	devices	device	NNS
cord-255762-qd6fht8y	246	43	−	−	CD
cord-255762-qd6fht8y	246	44	such	such	JJ
cord-255762-qd6fht8y	246	45	as	as	IN
cord-255762-qd6fht8y	246	46	hypodermic	hypodermic	NN
cord-255762-qd6fht8y	246	47	needles	needle	NNS
cord-255762-qd6fht8y	246	48	for	for	IN
cord-255762-qd6fht8y	246	49	syringes	syrinx	NNS
cord-255762-qd6fht8y	246	50	−	−	NNP
cord-255762-qd6fht8y	246	51	belonging	belong	VBG
cord-255762-qd6fht8y	246	52	to	to	IN
cord-255762-qd6fht8y	246	53	class	class	NN
cord-255762-qd6fht8y	246	54	d	d	NN
cord-255762-qd6fht8y	246	55	∈	∈	NN
cord-255762-qd6fht8y	246	56	{	{	-LRB-
cord-255762-qd6fht8y	246	57	1	1	CD
cord-255762-qd6fht8y	246	58	,	,	,
cord-255762-qd6fht8y	246	59	D	D	NNP
cord-255762-qd6fht8y	246	60	}	}	-RRB-
cord-255762-qd6fht8y	246	61	.	.	.
cord-255762-qd6fht8y	247	1	22	22	CD
cord-255762-qd6fht8y	248	1	On	on	IN
cord-255762-qd6fht8y	248	2	the	the	DT
cord-255762-qd6fht8y	248	3	supply	supply	NN
cord-255762-qd6fht8y	248	4	side	side	NN
cord-255762-qd6fht8y	248	5	,	,	,
cord-255762-qd6fht8y	248	6	there	there	EX
cord-255762-qd6fht8y	248	7	are	be	VBP
cord-255762-qd6fht8y	248	8	S	S	NNP
cord-255762-qd6fht8y	248	9	suppliers	supplier	NNS
cord-255762-qd6fht8y	248	10	,	,	,
cord-255762-qd6fht8y	248	11	and	and	CC
cord-255762-qd6fht8y	248	12	each	each	DT
cord-255762-qd6fht8y	248	13	supplier	supplier	NN
cord-255762-qd6fht8y	248	14	s	s	NNS
cord-255762-qd6fht8y	248	15	∈	∈	NN
cord-255762-qd6fht8y	248	16	{	{	-LRB-
cord-255762-qd6fht8y	248	17	1	1	CD
cord-255762-qd6fht8y	248	18	,	,	,
cord-255762-qd6fht8y	248	19	S	S	NNP
cord-255762-qd6fht8y	248	20	}	}	-RRB-
cord-255762-qd6fht8y	248	21	is	be	VBZ
cord-255762-qd6fht8y	248	22	willing	willing	JJ
cord-255762-qd6fht8y	248	23	to	to	TO
cord-255762-qd6fht8y	248	24	sell	sell	VB
cord-255762-qd6fht8y	248	25	the	the	DT
cord-255762-qd6fht8y	248	26	requested	request	VBN
cord-255762-qd6fht8y	248	27	quantity	quantity	NN
cord-255762-qd6fht8y	248	28	q	q	NNP
cord-255762-qd6fht8y	248	29	dh	dh	NNP
cord-255762-qd6fht8y	248	30	.	.	.
cord-255762-qd6fht8y	249	1	We	-PRON-	PRP
cord-255762-qd6fht8y	249	2	assume	assume	VBP
cord-255762-qd6fht8y	249	3	that	that	IN
cord-255762-qd6fht8y	249	4	,	,	,
cord-255762-qd6fht8y	249	5	for	for	IN
cord-255762-qd6fht8y	249	6	a	a	DT
cord-255762-qd6fht8y	249	7	medical	medical	JJ
cord-255762-qd6fht8y	249	8	device	device	NN
cord-255762-qd6fht8y	249	9	of	of	IN
cord-255762-qd6fht8y	249	10	class	class	NN
cord-255762-qd6fht8y	249	11	d	d	NN
cord-255762-qd6fht8y	249	12	,	,	,
cord-255762-qd6fht8y	249	13	each	each	DT
cord-255762-qd6fht8y	249	14	supplier	supplier	NN
cord-255762-qd6fht8y	249	15	's	's	POS
cord-255762-qd6fht8y	249	16	profit	profit	NN
cord-255762-qd6fht8y	249	17	function	function	NN
cord-255762-qd6fht8y	249	18	,	,	,
cord-255762-qd6fht8y	249	19	π	π	NNP
cord-255762-qd6fht8y	249	20	ds	ds	NNP
cord-255762-qd6fht8y	249	21	,	,	,
cord-255762-qd6fht8y	249	22	with	with	IN
cord-255762-qd6fht8y	249	23	constant	constant	JJ
cord-255762-qd6fht8y	249	24	return	return	NN
cord-255762-qd6fht8y	249	25	to	to	IN
cord-255762-qd6fht8y	249	26	scale	scale	NN
cord-255762-qd6fht8y	249	27	,	,	,
cord-255762-qd6fht8y	249	28	is	be	VBZ
cord-255762-qd6fht8y	249	29	given	give	VBN
cord-255762-qd6fht8y	249	30	by	by	IN
cord-255762-qd6fht8y	249	31	(	(	-LRB-
cord-255762-qd6fht8y	249	32	1	1	CD
cord-255762-qd6fht8y	249	33	)	)	-RRB-
cord-255762-qd6fht8y	249	34	22	22	CD
cord-255762-qd6fht8y	250	1	According	accord	VBG
cord-255762-qd6fht8y	250	2	to	to	IN
cord-255762-qd6fht8y	250	3	Italian	italian	JJ
cord-255762-qd6fht8y	250	4	law	law	NN
cord-255762-qd6fht8y	250	5	,	,	,
cord-255762-qd6fht8y	250	6	requests	request	NNS
cord-255762-qd6fht8y	250	7	to	to	TO
cord-255762-qd6fht8y	250	8	procure	procure	VB
cord-255762-qd6fht8y	250	9	medical	medical	JJ
cord-255762-qd6fht8y	250	10	devices	device	NNS
cord-255762-qd6fht8y	250	11	can	can	MD
cord-255762-qd6fht8y	250	12	not	not	RB
cord-255762-qd6fht8y	250	13	refer	refer	VB
cord-255762-qd6fht8y	250	14	to	to	IN
cord-255762-qd6fht8y	250	15	a	a	DT
cord-255762-qd6fht8y	250	16	specific	specific	JJ
cord-255762-qd6fht8y	250	17	brand	brand	NN
cord-255762-qd6fht8y	250	18	existing	exist	VBG
cord-255762-qd6fht8y	250	19	in	in	IN
cord-255762-qd6fht8y	250	20	the	the	DT
cord-255762-qd6fht8y	250	21	market	market	NN
cord-255762-qd6fht8y	250	22	,	,	,
cord-255762-qd6fht8y	250	23	so	so	IN
cord-255762-qd6fht8y	250	24	as	as	IN
cord-255762-qd6fht8y	250	25	not	not	RB
cord-255762-qd6fht8y	250	26	to	to	TO
cord-255762-qd6fht8y	250	27	favour	favour	VB
cord-255762-qd6fht8y	250	28	a	a	DT
cord-255762-qd6fht8y	250	29	specific	specific	JJ
cord-255762-qd6fht8y	250	30	supplier	supplier	NN
cord-255762-qd6fht8y	250	31	.	.	.
cord-255762-qd6fht8y	251	1	Requests	request	NNS
cord-255762-qd6fht8y	251	2	are	be	VBP
cord-255762-qd6fht8y	251	3	limited	limit	VBN
cord-255762-qd6fht8y	251	4	to	to	IN
cord-255762-qd6fht8y	251	5	a	a	DT
cord-255762-qd6fht8y	251	6	detailed	detailed	JJ
cord-255762-qd6fht8y	251	7	technical	technical	JJ
cord-255762-qd6fht8y	251	8	description	description	NN
cord-255762-qd6fht8y	251	9	of	of	IN
cord-255762-qd6fht8y	251	10	the	the	DT
cord-255762-qd6fht8y	251	11	medical	medical	JJ
cord-255762-qd6fht8y	251	12	device	device	NN
cord-255762-qd6fht8y	251	13	required	require	VBN
cord-255762-qd6fht8y	251	14	.	.	.
cord-255762-qd6fht8y	252	1	Note	note	VB
cord-255762-qd6fht8y	252	2	.	.	.
cord-255762-qd6fht8y	253	1	Robust	robust	JJ
cord-255762-qd6fht8y	253	2	standard	standard	JJ
cord-255762-qd6fht8y	253	3	errors	error	NNS
cord-255762-qd6fht8y	253	4	in	in	IN
cord-255762-qd6fht8y	253	5	Columns	column	NNS
cord-255762-qd6fht8y	253	6	(	(	-LRB-
cord-255762-qd6fht8y	253	7	1)-(4	1)-(4	CD
cord-255762-qd6fht8y	253	8	)	)	-RRB-
cord-255762-qd6fht8y	253	9	;	;	:
cord-255762-qd6fht8y	253	10	clustered	clustered	JJ
cord-255762-qd6fht8y	253	11	standard	standard	JJ
cord-255762-qd6fht8y	253	12	errors	error	NNS
cord-255762-qd6fht8y	253	13	using	use	VBG
cord-255762-qd6fht8y	253	14	PB	PB	NNP
cord-255762-qd6fht8y	253	15	ID	ID	NNP
cord-255762-qd6fht8y	253	16	in	in	IN
cord-255762-qd6fht8y	253	17	Column	Column	NNP
cord-255762-qd6fht8y	253	18	(	(	-LRB-
cord-255762-qd6fht8y	253	19	5	5	CD
cord-255762-qd6fht8y	253	20	)	)	-RRB-
cord-255762-qd6fht8y	253	21	;	;	:
cord-255762-qd6fht8y	254	1	*	*	NFP
cord-255762-qd6fht8y	254	2	*	*	NFP
cord-255762-qd6fht8y	254	3	*	*	NFP
cord-255762-qd6fht8y	254	4	p	p	XX
cord-255762-qd6fht8y	254	5	<	<	XX
cord-255762-qd6fht8y	254	6	0.01	0.01	CD
cord-255762-qd6fht8y	254	7	,	,	,
cord-255762-qd6fht8y	255	1	*	*	NFP
cord-255762-qd6fht8y	255	2	*	*	NFP
cord-255762-qd6fht8y	255	3	<	<	XX
cord-255762-qd6fht8y	255	4	0.05	0.05	CD
cord-255762-qd6fht8y	255	5	,	,	.
cord-255762-qd6fht8y	256	1	*	*	NFP
cord-255762-qd6fht8y	256	2	p	p	XX
cord-255762-qd6fht8y	256	3	<	<	XX
cord-255762-qd6fht8y	256	4	0.1	0.1	CD
cord-255762-qd6fht8y	256	5	.	.	.
cord-255762-qd6fht8y	257	1	where	where	WRB
cord-255762-qd6fht8y	257	2	p	p	NN
cord-255762-qd6fht8y	257	3	is	be	VBZ
cord-255762-qd6fht8y	257	4	the	the	DT
cord-255762-qd6fht8y	257	5	awarding	awarding	NN
cord-255762-qd6fht8y	257	6	price	price	NN
cord-255762-qd6fht8y	257	7	of	of	IN
cord-255762-qd6fht8y	257	8	the	the	DT
cord-255762-qd6fht8y	257	9	medical	medical	JJ
cord-255762-qd6fht8y	257	10	device	device	NN
cord-255762-qd6fht8y	257	11	,	,	,
cord-255762-qd6fht8y	257	12	c	c	NNP
cord-255762-qd6fht8y	257	13	d	d	NN
cord-255762-qd6fht8y	257	14	(	(	-LRB-
cord-255762-qd6fht8y	257	15	·	·	NFP
cord-255762-qd6fht8y	257	16	)	)	-RRB-
cord-255762-qd6fht8y	257	17	is	be	VBZ
cord-255762-qd6fht8y	257	18	the	the	DT
cord-255762-qd6fht8y	257	19	cost	cost	NN
cord-255762-qd6fht8y	257	20	function	function	NN
cord-255762-qd6fht8y	257	21	to	to	TO
cord-255762-qd6fht8y	257	22	produce	produce	VB
cord-255762-qd6fht8y	257	23	the	the	DT
cord-255762-qd6fht8y	257	24	medical	medical	JJ
cord-255762-qd6fht8y	257	25	device	device	NN
cord-255762-qd6fht8y	257	26	d	d	NN
cord-255762-qd6fht8y	257	27	,	,	,
cord-255762-qd6fht8y	257	28	and	and	CC
cord-255762-qd6fht8y	257	29	θ	θ	NN
cord-255762-qd6fht8y	257	30	s	s	NN
cord-255762-qd6fht8y	257	31	∈	∈	NN
cord-255762-qd6fht8y	257	32	θ	θ	NN
cord-255762-qd6fht8y	257	33	,	,	,
cord-255762-qd6fht8y	257	34	θ	θ	NN
cord-255762-qd6fht8y	257	35	is	be	VBZ
cord-255762-qd6fht8y	257	36	the	the	DT
cord-255762-qd6fht8y	257	37	supplier	supplier	NN
cord-255762-qd6fht8y	257	38	type	type	NN
cord-255762-qd6fht8y	257	39	,	,	,
cord-255762-qd6fht8y	257	40	known	know	VBN
cord-255762-qd6fht8y	257	41	only	only	RB
cord-255762-qd6fht8y	257	42	by	by	IN
cord-255762-qd6fht8y	257	43	the	the	DT
cord-255762-qd6fht8y	257	44	supplier	supplier	NN
cord-255762-qd6fht8y	257	45	.	.	.
cord-255762-qd6fht8y	258	1	We	-PRON-	PRP
cord-255762-qd6fht8y	258	2	assume	assume	VBP
cord-255762-qd6fht8y	258	3	that	that	IN
cord-255762-qd6fht8y	258	4	θ	θ	NNP
cord-255762-qd6fht8y	258	5	s	s	NNP
cord-255762-qd6fht8y	258	6	is	be	VBZ
cord-255762-qd6fht8y	258	7	distributed	distribute	VBN
cord-255762-qd6fht8y	258	8	according	accord	VBG
cord-255762-qd6fht8y	258	9	to	to	IN
cord-255762-qd6fht8y	258	10	a	a	DT
cord-255762-qd6fht8y	258	11	cumulative	cumulative	JJ
cord-255762-qd6fht8y	258	12	distribution	distribution	NN
cord-255762-qd6fht8y	258	13	function	function	NN
cord-255762-qd6fht8y	258	14	F	F	NNP
cord-255762-qd6fht8y	258	15	(	(	-LRB-
cord-255762-qd6fht8y	258	16	θ	θ	NNP
cord-255762-qd6fht8y	258	17	)	)	-RRB-
cord-255762-qd6fht8y	258	18	,	,	,
cord-255762-qd6fht8y	258	19	which	which	WDT
cord-255762-qd6fht8y	258	20	is	be	VBZ
cord-255762-qd6fht8y	258	21	common	common	JJ
cord-255762-qd6fht8y	258	22	knowledge	knowledge	NN
cord-255762-qd6fht8y	258	23	amongst	amongst	IN
cord-255762-qd6fht8y	258	24	suppliers	supplier	NNS
cord-255762-qd6fht8y	258	25	and	and	CC
cord-255762-qd6fht8y	258	26	not	not	RB
cord-255762-qd6fht8y	258	27	observed	observe	VBN
cord-255762-qd6fht8y	258	28	by	by	IN
cord-255762-qd6fht8y	258	29	the	the	DT
cord-255762-qd6fht8y	258	30	econometrician	econometrician	NN
cord-255762-qd6fht8y	258	31	.	.	.
cord-255762-qd6fht8y	259	1	Assuming	assume	VBG
cord-255762-qd6fht8y	259	2	a	a	DT
cord-255762-qd6fht8y	259	3	cost	cost	NN
cord-255762-qd6fht8y	259	4	function	function	NN
cord-255762-qd6fht8y	259	5	with	with	IN
cord-255762-qd6fht8y	259	6	unidimensional	unidimensional	JJ
cord-255762-qd6fht8y	259	7	private	private	JJ
cord-255762-qd6fht8y	259	8	information	information	NN
cord-255762-qd6fht8y	259	9	θ	θ	NN
cord-255762-qd6fht8y	259	10	s	s	NN
cord-255762-qd6fht8y	259	11	and	and	CC
cord-255762-qd6fht8y	259	12	no	no	DT
cord-255762-qd6fht8y	259	13	economies	economy	NNS
cord-255762-qd6fht8y	259	14	of	of	IN
cord-255762-qd6fht8y	259	15	scale	scale	NN
cord-255762-qd6fht8y	259	16	,	,	,
cord-255762-qd6fht8y	259	17	means	mean	VBZ
cord-255762-qd6fht8y	259	18	it	-PRON-	PRP
cord-255762-qd6fht8y	259	19	is	be	VBZ
cord-255762-qd6fht8y	259	20	possible	possible	JJ
cord-255762-qd6fht8y	259	21	to	to	TO
cord-255762-qd6fht8y	259	22	use	use	VB
cord-255762-qd6fht8y	259	23	unit	unit	NN
cord-255762-qd6fht8y	259	24	prices	price	NNS
cord-255762-qd6fht8y	259	25	in	in	IN
cord-255762-qd6fht8y	259	26	the	the	DT
cord-255762-qd6fht8y	259	27	presence	presence	NN
cord-255762-qd6fht8y	259	28	of	of	IN
cord-255762-qd6fht8y	259	29	lots	lot	NNS
cord-255762-qd6fht8y	259	30	.	.	.
cord-255762-qd6fht8y	260	1	In	in	IN
cord-255762-qd6fht8y	260	2	other	other	JJ
cord-255762-qd6fht8y	260	3	words	word	NNS
cord-255762-qd6fht8y	260	4	,	,	,
cord-255762-qd6fht8y	260	5	no	no	DT
cord-255762-qd6fht8y	260	6	cross	cross	NN
cord-255762-qd6fht8y	260	7	-	-	NN
cord-255762-qd6fht8y	260	8	subsidisation	subsidisation	NN
cord-255762-qd6fht8y	260	9	between	between	IN
cord-255762-qd6fht8y	260	10	different	different	JJ
cord-255762-qd6fht8y	260	11	medical	medical	JJ
cord-255762-qd6fht8y	260	12	devices	device	NNS
cord-255762-qd6fht8y	260	13	in	in	IN
cord-255762-qd6fht8y	260	14	the	the	DT
cord-255762-qd6fht8y	260	15	same	same	JJ
cord-255762-qd6fht8y	260	16	lot	lot	NN
cord-255762-qd6fht8y	260	17	is	be	VBZ
cord-255762-qd6fht8y	260	18	allowed	allow	VBN
cord-255762-qd6fht8y	260	19	.	.	.
cord-255762-qd6fht8y	261	1	Finally	finally	RB
cord-255762-qd6fht8y	261	2	,	,	,
cord-255762-qd6fht8y	261	3	some	some	DT
cord-255762-qd6fht8y	261	4	suppliers	supplier	NNS
cord-255762-qd6fht8y	261	5	may	may	MD
cord-255762-qd6fht8y	261	6	not	not	RB
cord-255762-qd6fht8y	261	7	be	be	VB
cord-255762-qd6fht8y	261	8	active	active	JJ
cord-255762-qd6fht8y	261	9	for	for	IN
cord-255762-qd6fht8y	261	10	a	a	DT
cord-255762-qd6fht8y	261	11	specific	specific	JJ
cord-255762-qd6fht8y	261	12	tender	tender	NN
cord-255762-qd6fht8y	261	13	.	.	.
cord-255762-qd6fht8y	262	1	We	-PRON-	PRP
cord-255762-qd6fht8y	262	2	define	define	VBP
cord-255762-qd6fht8y	262	3	N	N	NNP
cord-255762-qd6fht8y	262	4	dh	dh	NN
cord-255762-qd6fht8y	262	5	≤	≤	NNP
cord-255762-qd6fht8y	262	6	S	S	NNP
cord-255762-qd6fht8y	262	7	as	as	IN
cord-255762-qd6fht8y	262	8	the	the	DT
cord-255762-qd6fht8y	262	9	number	number	NN
cord-255762-qd6fht8y	262	10	of	of	IN
cord-255762-qd6fht8y	262	11	active	active	JJ
cord-255762-qd6fht8y	262	12	suppliers	supplier	NNS
cord-255762-qd6fht8y	262	13	in	in	IN
cord-255762-qd6fht8y	262	14	a	a	DT
cord-255762-qd6fht8y	262	15	specific	specific	JJ
cord-255762-qd6fht8y	262	16	tender	tender	NN
cord-255762-qd6fht8y	262	17	managed	manage	VBN
cord-255762-qd6fht8y	262	18	by	by	IN
cord-255762-qd6fht8y	262	19	a	a	DT
cord-255762-qd6fht8y	262	20	local	local	JJ
cord-255762-qd6fht8y	262	21	PB	PB	NNP
cord-255762-qd6fht8y	262	22	h	h	NNP
cord-255762-qd6fht8y	262	23	,	,	,
cord-255762-qd6fht8y	262	24	for	for	IN
cord-255762-qd6fht8y	262	25	class	class	NN
cord-255762-qd6fht8y	262	26	d	d	NN
cord-255762-qd6fht8y	262	27	of	of	IN
cord-255762-qd6fht8y	262	28	medical	medical	JJ
cord-255762-qd6fht8y	262	29	devices	device	NNS
cord-255762-qd6fht8y	262	30	.	.	.
cord-255762-qd6fht8y	263	1	The	the	DT
cord-255762-qd6fht8y	263	2	observed	observed	JJ
cord-255762-qd6fht8y	263	3	unit	unit	NN
cord-255762-qd6fht8y	263	4	price	price	NN
cord-255762-qd6fht8y	263	5	paid	pay	VBN
cord-255762-qd6fht8y	263	6	,	,	,
cord-255762-qd6fht8y	263	7	p	p	NNP
cord-255762-qd6fht8y	263	8	dhs	dhs	NNP
cord-255762-qd6fht8y	263	9	,	,	,
cord-255762-qd6fht8y	263	10	can	can	MD
cord-255762-qd6fht8y	263	11	be	be	VB
cord-255762-qd6fht8y	263	12	written	write	VBN
cord-255762-qd6fht8y	263	13	as	as	IN
cord-255762-qd6fht8y	263	14	the	the	DT
cord-255762-qd6fht8y	263	15	sum	sum	NN
cord-255762-qd6fht8y	263	16	of	of	IN
cord-255762-qd6fht8y	263	17	the	the	DT
cord-255762-qd6fht8y	263	18	supplier	supplier	NN
cord-255762-qd6fht8y	263	19	's	's	POS
cord-255762-qd6fht8y	263	20	marginal	marginal	JJ
cord-255762-qd6fht8y	263	21	cost	cost	NN
cord-255762-qd6fht8y	263	22	c	c	NN
cord-255762-qd6fht8y	263	23	ds	ds	NNP
cord-255762-qd6fht8y	263	24	=	=	SYM
cord-255762-qd6fht8y	263	25	c	c	NNP
cord-255762-qd6fht8y	263	26	d	d	NNP
cord-255762-qd6fht8y	263	27	(	(	-LRB-
cord-255762-qd6fht8y	263	28	θ	θ	NNP
cord-255762-qd6fht8y	263	29	s	s	NNP
cord-255762-qd6fht8y	263	30	)	)	-RRB-
cord-255762-qd6fht8y	263	31	and	and	CC
cord-255762-qd6fht8y	263	32	a	a	DT
cord-255762-qd6fht8y	263	33	mark	mark	NN
cord-255762-qd6fht8y	263	34	-	-	HYPH
cord-255762-qd6fht8y	263	35	up	up	RP
cord-255762-qd6fht8y	263	36	µ	µ	NN
cord-255762-qd6fht8y	263	37	dhs	dhs	NNP
cord-255762-qd6fht8y	263	38	,	,	,
cord-255762-qd6fht8y	263	39	as	as	IN
cord-255762-qd6fht8y	263	40	follows	follow	VBZ
cord-255762-qd6fht8y	263	41	:	:	:
cord-255762-qd6fht8y	264	1	When	when	WRB
cord-255762-qd6fht8y	264	2	standard	standard	JJ
cord-255762-qd6fht8y	264	3	devices	device	NNS
cord-255762-qd6fht8y	264	4	are	be	VBP
cord-255762-qd6fht8y	264	5	purchased	purchase	VBN
cord-255762-qd6fht8y	264	6	,	,	,
cord-255762-qd6fht8y	264	7	the	the	DT
cord-255762-qd6fht8y	264	8	aim	aim	NN
cord-255762-qd6fht8y	264	9	of	of	IN
cord-255762-qd6fht8y	264	10	the	the	DT
cord-255762-qd6fht8y	264	11	PB	PB	NNP
cord-255762-qd6fht8y	264	12	is	be	VBZ
cord-255762-qd6fht8y	264	13	to	to	TO
cord-255762-qd6fht8y	264	14	buy	buy	VB
cord-255762-qd6fht8y	264	15	them	-PRON-	PRP
cord-255762-qd6fht8y	264	16	at	at	IN
cord-255762-qd6fht8y	264	17	the	the	DT
cord-255762-qd6fht8y	264	18	lowest	low	JJS
cord-255762-qd6fht8y	264	19	possible	possible	JJ
cord-255762-qd6fht8y	264	20	price	price	NN
cord-255762-qd6fht8y	264	21	.	.	.
cord-255762-qd6fht8y	265	1	Under	under	IN
cord-255762-qd6fht8y	265	2	full	full	JJ
cord-255762-qd6fht8y	265	3	information	information	NN
cord-255762-qd6fht8y	265	4	,	,	,
cord-255762-qd6fht8y	265	5	the	the	DT
cord-255762-qd6fht8y	265	6	PB	PB	NNP
cord-255762-qd6fht8y	265	7	utility	utility	NN
cord-255762-qd6fht8y	265	8	is	be	VBZ
cord-255762-qd6fht8y	265	9	then	then	RB
cord-255762-qd6fht8y	265	10	is	be	VBZ
cord-255762-qd6fht8y	265	11	the	the	DT
cord-255762-qd6fht8y	265	12	marginal	marginal	JJ
cord-255762-qd6fht8y	265	13	cost	cost	NN
cord-255762-qd6fht8y	265	14	of	of	IN
cord-255762-qd6fht8y	265	15	the	the	DT
cord-255762-qd6fht8y	265	16	most	most	RBS
cord-255762-qd6fht8y	265	17	efficient	efficient	JJ
cord-255762-qd6fht8y	265	18	supplier	supplier	NN
cord-255762-qd6fht8y	265	19	.	.	.
cord-255762-qd6fht8y	266	1	To	to	TO
cord-255762-qd6fht8y	266	2	maximise	maximise	VB
cord-255762-qd6fht8y	266	3	its	-PRON-	PRP$
cord-255762-qd6fht8y	266	4	utility	utility	NN
cord-255762-qd6fht8y	266	5	,	,	,
cord-255762-qd6fht8y	266	6	a	a	DT
cord-255762-qd6fht8y	266	7	PB	PB	NNP
cord-255762-qd6fht8y	266	8	needs	need	VBZ
cord-255762-qd6fht8y	266	9	to	to	IN
cord-255762-qd6fht8y	266	10	both	both	DT
cord-255762-qd6fht8y	266	11	award	award	VB
cord-255762-qd6fht8y	266	12	the	the	DT
cord-255762-qd6fht8y	266	13	contract	contract	NN
cord-255762-qd6fht8y	266	14	to	to	IN
cord-255762-qd6fht8y	266	15	the	the	DT
cord-255762-qd6fht8y	266	16	most	most	RBS
cord-255762-qd6fht8y	266	17	efficient	efficient	JJ
cord-255762-qd6fht8y	266	18	supplier	supplier	NN
cord-255762-qd6fht8y	266	19	(	(	-LRB-
cord-255762-qd6fht8y	266	20	with	with	IN
cord-255762-qd6fht8y	266	21	the	the	DT
cord-255762-qd6fht8y	266	22	lowest	low	JJS
cord-255762-qd6fht8y	266	23	marginal	marginal	JJ
cord-255762-qd6fht8y	266	24	cost	cost	NN
cord-255762-qd6fht8y	266	25	)	)	-RRB-
cord-255762-qd6fht8y	266	26	and	and	CC
cord-255762-qd6fht8y	266	27	obtain	obtain	VB
cord-255762-qd6fht8y	266	28	a	a	DT
cord-255762-qd6fht8y	266	29	price	price	NN
cord-255762-qd6fht8y	266	30	as	as	RB
cord-255762-qd6fht8y	266	31	close	close	JJ
cord-255762-qd6fht8y	266	32	as	as	IN
cord-255762-qd6fht8y	266	33	possible	possible	JJ
cord-255762-qd6fht8y	266	34	to	to	IN
cord-255762-qd6fht8y	266	35	that	that	DT
cord-255762-qd6fht8y	266	36	supplier	supplier	NN
cord-255762-qd6fht8y	266	37	's	's	POS
cord-255762-qd6fht8y	266	38	marginal	marginal	JJ
cord-255762-qd6fht8y	266	39	cost	cost	NN
cord-255762-qd6fht8y	266	40	.	.	.
cord-255762-qd6fht8y	267	1	However	however	RB
cord-255762-qd6fht8y	267	2	,	,	,
cord-255762-qd6fht8y	267	3	in	in	IN
cord-255762-qd6fht8y	267	4	a	a	DT
cord-255762-qd6fht8y	267	5	realistic	realistic	JJ
cord-255762-qd6fht8y	267	6	framework	framework	NN
cord-255762-qd6fht8y	267	7	,	,	,
cord-255762-qd6fht8y	267	8	several	several	JJ
cord-255762-qd6fht8y	267	9	elements	element	NNS
cord-255762-qd6fht8y	267	10	might	may	MD
cord-255762-qd6fht8y	267	11	prevent	prevent	VB
cord-255762-qd6fht8y	267	12	a	a	DT
cord-255762-qd6fht8y	267	13	PB	PB	NNP
cord-255762-qd6fht8y	267	14	from	from	IN
cord-255762-qd6fht8y	267	15	obtaining	obtain	VBG
cord-255762-qd6fht8y	267	16	this	this	DT
cord-255762-qd6fht8y	267	17	price	price	NN
cord-255762-qd6fht8y	267	18	:	:	:
cord-255762-qd6fht8y	267	19	some	some	DT
cord-255762-qd6fht8y	267	20	of	of	IN
cord-255762-qd6fht8y	267	21	them	-PRON-	PRP
cord-255762-qd6fht8y	267	22	are	be	VBP
cord-255762-qd6fht8y	267	23	exogenous	exogenous	JJ
cord-255762-qd6fht8y	267	24	to	to	IN
cord-255762-qd6fht8y	267	25	PB	PB	NNP
cord-255762-qd6fht8y	267	26	choices	choice	NNS
cord-255762-qd6fht8y	267	27	,	,	,
cord-255762-qd6fht8y	267	28	whereas	whereas	IN
cord-255762-qd6fht8y	267	29	others	other	NNS
cord-255762-qd6fht8y	267	30	can	can	MD
cord-255762-qd6fht8y	267	31	be	be	VB
cord-255762-qd6fht8y	267	32	totally	totally	RB
cord-255762-qd6fht8y	267	33	or	or	CC
cord-255762-qd6fht8y	267	34	partially	partially	RB
cord-255762-qd6fht8y	267	35	controlled	control	VBN
cord-255762-qd6fht8y	267	36	by	by	IN
cord-255762-qd6fht8y	267	37	the	the	DT
cord-255762-qd6fht8y	267	38	PB	PB	NNP
cord-255762-qd6fht8y	267	39	.	.	.
cord-255762-qd6fht8y	268	1	In	in	IN
cord-255762-qd6fht8y	268	2	order	order	NN
cord-255762-qd6fht8y	268	3	to	to	TO
cord-255762-qd6fht8y	268	4	investigate	investigate	VB
cord-255762-qd6fht8y	268	5	PB	PB	NNP
cord-255762-qd6fht8y	268	6	competence	competence	NN
cord-255762-qd6fht8y	268	7	in	in	IN
cord-255762-qd6fht8y	268	8	the	the	DT
cord-255762-qd6fht8y	268	9	purchasing	purchasing	NN
cord-255762-qd6fht8y	268	10	of	of	IN
cord-255762-qd6fht8y	268	11	different	different	JJ
cord-255762-qd6fht8y	268	12	classes	class	NNS
cord-255762-qd6fht8y	268	13	of	of	IN
cord-255762-qd6fht8y	268	14	medical	medical	JJ
cord-255762-qd6fht8y	268	15	devices	device	NNS
cord-255762-qd6fht8y	268	16	,	,	,
cord-255762-qd6fht8y	268	17	we	-PRON-	PRP
cord-255762-qd6fht8y	268	18	need	need	VBP
cord-255762-qd6fht8y	268	19	to	to	TO
cord-255762-qd6fht8y	268	20	set	set	VB
cord-255762-qd6fht8y	268	21	a	a	DT
cord-255762-qd6fht8y	268	22	benchmark	benchmark	JJ
cord-255762-qd6fht8y	268	23	supplier	supplier	NN
cord-255762-qd6fht8y	268	24	s	s	NN
cord-255762-qd6fht8y	268	25	=	=	SYM
cord-255762-qd6fht8y	268	26	0	0	CD
cord-255762-qd6fht8y	268	27	with	with	IN
cord-255762-qd6fht8y	268	28	marginal	marginal	JJ
cord-255762-qd6fht8y	268	29	costs	cost	NNS
cord-255762-qd6fht8y	268	30	c	c	NN
cord-255762-qd6fht8y	268	31	d0	d0	NN
cord-255762-qd6fht8y	268	32	=	=	SYM
cord-255762-qd6fht8y	268	33	c	c	NN
cord-255762-qd6fht8y	268	34	d	d	NN
cord-255762-qd6fht8y	268	35	(	(	-LRB-
cord-255762-qd6fht8y	268	36	θ	θ	NN
cord-255762-qd6fht8y	268	37	0	0	CD
cord-255762-qd6fht8y	268	38	)	)	-RRB-
cord-255762-qd6fht8y	268	39	.	.	.
cord-255762-qd6fht8y	269	1	Defining	define	VBG
cord-255762-qd6fht8y	269	2	Ψ	Ψ	NNP
cord-255762-qd6fht8y	269	3	dhs	dhs	NNP
cord-255762-qd6fht8y	269	4	=	=	NN
cord-255762-qd6fht8y	270	1	µ	µ	NNP
cord-255762-qd6fht8y	270	2	dhs	dhs	NNP
cord-255762-qd6fht8y	270	3	+	+	CC
cord-255762-qd6fht8y	270	4	(	(	-LRB-
cord-255762-qd6fht8y	270	5	c	c	NNP
cord-255762-qd6fht8y	270	6	ds	ds	NNP
cord-255762-qd6fht8y	270	7	−	−	NNP
cord-255762-qd6fht8y	270	8	c	c	NN
cord-255762-qd6fht8y	270	9	d0	d0	NNP
cord-255762-qd6fht8y	270	10	)	)	-RRB-
cord-255762-qd6fht8y	270	11	,	,	,
cord-255762-qd6fht8y	270	12	Equation	equation	NN
cord-255762-qd6fht8y	270	13	(	(	-LRB-
cord-255762-qd6fht8y	270	14	2	2	CD
cord-255762-qd6fht8y	270	15	)	)	-RRB-
cord-255762-qd6fht8y	270	16	can	can	MD
cord-255762-qd6fht8y	270	17	then	then	RB
cord-255762-qd6fht8y	270	18	be	be	VB
cord-255762-qd6fht8y	270	19	rewritten	rewrite	VBN
cord-255762-qd6fht8y	270	20	as	as	IN
cord-255762-qd6fht8y	270	21	follows	follow	VBZ
cord-255762-qd6fht8y	270	22	:	:	:
cord-255762-qd6fht8y	271	1	We	-PRON-	PRP
cord-255762-qd6fht8y	271	2	define	define	VBP
cord-255762-qd6fht8y	271	3	PB	PB	NNP
cord-255762-qd6fht8y	271	4	competence	competence	NN
cord-255762-qd6fht8y	271	5	as	as	IN
cord-255762-qd6fht8y	271	6	a	a	DT
cord-255762-qd6fht8y	271	7	persistent	persistent	JJ
cord-255762-qd6fht8y	271	8	effect	effect	NN
cord-255762-qd6fht8y	271	9	on	on	IN
cord-255762-qd6fht8y	271	10	Ψ	Ψ	NNP
cord-255762-qd6fht8y	271	11	dhs	dhs	NNP
cord-255762-qd6fht8y	271	12	recorded	record	VBD
cord-255762-qd6fht8y	271	13	for	for	IN
cord-255762-qd6fht8y	271	14	all	all	PDT
cord-255762-qd6fht8y	271	15	the	the	DT
cord-255762-qd6fht8y	271	16	tenders	tender	NNS
cord-255762-qd6fht8y	271	17	(	(	-LRB-
cord-255762-qd6fht8y	271	18	i.e.	i.e.	FW
cord-255762-qd6fht8y	271	19	FPAs	fpas	NN
cord-255762-qd6fht8y	271	20	and	and	CC
cord-255762-qd6fht8y	271	21	direct	direct	JJ
cord-255762-qd6fht8y	271	22	negotiations	negotiation	NNS
cord-255762-qd6fht8y	271	23	)	)	-RRB-
cord-255762-qd6fht8y	271	24	to	to	TO
cord-255762-qd6fht8y	271	25	procure	procure	VB
cord-255762-qd6fht8y	271	26	medical	medical	JJ
cord-255762-qd6fht8y	271	27	devices	device	NNS
cord-255762-qd6fht8y	271	28	.	.	.
cord-255762-qd6fht8y	272	1	This	this	DT
cord-255762-qd6fht8y	272	2	effect	effect	NN
cord-255762-qd6fht8y	272	3	refers	refer	VBZ
cord-255762-qd6fht8y	272	4	to	to	IN
cord-255762-qd6fht8y	272	5	the	the	DT
cord-255762-qd6fht8y	272	6	PB	PB	NNP
cord-255762-qd6fht8y	272	7	choice	choice	NN
cord-255762-qd6fht8y	272	8	of	of	IN
cord-255762-qd6fht8y	272	9	awarding	award	VBG
cord-255762-qd6fht8y	272	10	mechanism	mechanism	NN
cord-255762-qd6fht8y	272	11	,	,	,
cord-255762-qd6fht8y	272	12	the	the	DT
cord-255762-qd6fht8y	272	13	definition	definition	NN
cord-255762-qd6fht8y	272	14	of	of	IN
cord-255762-qd6fht8y	272	15	the	the	DT
cord-255762-qd6fht8y	272	16	reserve	reserve	NN
cord-255762-qd6fht8y	272	17	price	price	NN
cord-255762-qd6fht8y	272	18	,	,	,
cord-255762-qd6fht8y	272	19	collecting	collect	VBG
cord-255762-qd6fht8y	272	20	information	information	NN
cord-255762-qd6fht8y	272	21	on	on	IN
cord-255762-qd6fht8y	272	22	supplier	supplier	NN
cord-255762-qd6fht8y	272	23	cost	cost	NN
cord-255762-qd6fht8y	272	24	structures	structure	NNS
cord-255762-qd6fht8y	272	25	and	and	CC
cord-255762-qd6fht8y	272	26	inviting	invite	VBG
cord-255762-qd6fht8y	272	27	the	the	DT
cord-255762-qd6fht8y	272	28	best	good	JJS
cord-255762-qd6fht8y	272	29	suppliers	supplier	NNS
cord-255762-qd6fht8y	272	30	to	to	TO
cord-255762-qd6fht8y	272	31	take	take	VB
cord-255762-qd6fht8y	272	32	part	part	NN
cord-255762-qd6fht8y	272	33	in	in	IN
cord-255762-qd6fht8y	272	34	the	the	DT
cord-255762-qd6fht8y	272	35	tender	tender	NN
cord-255762-qd6fht8y	272	36	,	,	,
cord-255762-qd6fht8y	272	37	among	among	IN
cord-255762-qd6fht8y	272	38	other	other	JJ
cord-255762-qd6fht8y	272	39	factors	factor	NNS
cord-255762-qd6fht8y	272	40	.	.	.
cord-255762-qd6fht8y	273	1	According	accord	VBG
cord-255762-qd6fht8y	273	2	to	to	IN
cord-255762-qd6fht8y	273	3	Equation	equation	NN
cord-255762-qd6fht8y	273	4	(	(	-LRB-
cord-255762-qd6fht8y	273	5	3	3	CD
cord-255762-qd6fht8y	273	6	)	)	-RRB-
cord-255762-qd6fht8y	273	7	,	,	,
cord-255762-qd6fht8y	273	8	the	the	DT
cord-255762-qd6fht8y	273	9	higher	high	JJR
cord-255762-qd6fht8y	273	10	the	the	DT
cord-255762-qd6fht8y	273	11	persistent	persistent	JJ
cord-255762-qd6fht8y	273	12	PB	PB	NNP
cord-255762-qd6fht8y	273	13	effect	effect	NN
cord-255762-qd6fht8y	273	14	,	,	,
cord-255762-qd6fht8y	273	15	the	the	DT
cord-255762-qd6fht8y	273	16	higher	high	JJR
cord-255762-qd6fht8y	273	17	the	the	DT
cord-255762-qd6fht8y	273	18	price	price	NN
cord-255762-qd6fht8y	273	19	paid	pay	VBN
cord-255762-qd6fht8y	273	20	on	on	IN
cord-255762-qd6fht8y	273	21	average	average	JJ
cord-255762-qd6fht8y	273	22	by	by	IN
cord-255762-qd6fht8y	273	23	these	these	DT
cord-255762-qd6fht8y	273	24	PBs	PBs	NNPS
cord-255762-qd6fht8y	273	25	(	(	-LRB-
cord-255762-qd6fht8y	273	26	the	the	DT
cord-255762-qd6fht8y	273	27	lower	low	JJR
cord-255762-qd6fht8y	273	28	their	-PRON-	PRP$
cord-255762-qd6fht8y	273	29	utility	utility	NN
cord-255762-qd6fht8y	273	30	)	)	-RRB-
cord-255762-qd6fht8y	273	31	,	,	,
cord-255762-qd6fht8y	273	32	and	and	CC
cord-255762-qd6fht8y	273	33	the	the	DT
cord-255762-qd6fht8y	273	34	lower	low	JJR
cord-255762-qd6fht8y	273	35	the	the	DT
cord-255762-qd6fht8y	273	36	PB	PB	NNP
cord-255762-qd6fht8y	273	37	competence	competence	NN
cord-255762-qd6fht8y	273	38	in	in	IN
cord-255762-qd6fht8y	273	39	managing	manage	VBG
cord-255762-qd6fht8y	273	40	the	the	DT
cord-255762-qd6fht8y	273	41	procurement	procurement	NN
cord-255762-qd6fht8y	273	42	process	process	NN
cord-255762-qd6fht8y	273	43	.	.	.
cord-255762-qd6fht8y	274	1	To	to	TO
cord-255762-qd6fht8y	274	2	estimate	estimate	VB
cord-255762-qd6fht8y	274	3	this	this	DT
cord-255762-qd6fht8y	274	4	effect	effect	NN
cord-255762-qd6fht8y	274	5	,	,	,
cord-255762-qd6fht8y	274	6	we	-PRON-	PRP
cord-255762-qd6fht8y	274	7	assume	assume	VBP
cord-255762-qd6fht8y	274	8	that	that	IN
cord-255762-qd6fht8y	274	9	Ψ	Ψ	NNP
cord-255762-qd6fht8y	274	10	dhs	dhs	NNP
cord-255762-qd6fht8y	274	11	can	can	MD
cord-255762-qd6fht8y	274	12	be	be	VB
cord-255762-qd6fht8y	274	13	broken	break	VBN
cord-255762-qd6fht8y	274	14	down	down	RP
cord-255762-qd6fht8y	274	15	into	into	IN
cord-255762-qd6fht8y	274	16	a	a	DT
cord-255762-qd6fht8y	274	17	PB	pb	NN
cord-255762-qd6fht8y	274	18	-	-	HYPH
cord-255762-qd6fht8y	274	19	specific	specific	JJ
cord-255762-qd6fht8y	274	20	effect	effect	NN
cord-255762-qd6fht8y	274	21	γ	γ	NN
cord-255762-qd6fht8y	274	22	h	h	NN
cord-255762-qd6fht8y	274	23	and	and	CC
cord-255762-qd6fht8y	274	24	a	a	DT
cord-255762-qd6fht8y	274	25	residual	residual	JJ
cord-255762-qd6fht8y	274	26	component	component	NN
cord-255762-qd6fht8y	274	27	γ	γ	NN
cord-255762-qd6fht8y	274	28	ds	ds	NNP
cord-255762-qd6fht8y	274	29	.	.	.
cord-255762-qd6fht8y	275	1	Assuming	assume	VBG
cord-255762-qd6fht8y	275	2	linear	linear	JJ
cord-255762-qd6fht8y	275	3	separability	separability	NN
cord-255762-qd6fht8y	276	1	(	(	-LRB-
cord-255762-qd6fht8y	276	2	i.e.	i.e.	FW
cord-255762-qd6fht8y	276	3	Ψ	Ψ	NNP
cord-255762-qd6fht8y	276	4	dhs	dhs	NNP
cord-255762-qd6fht8y	276	5	=	=	SYM
cord-255762-qd6fht8y	276	6	γ	γ	NN
cord-255762-qd6fht8y	276	7	h	h	NN
cord-255762-qd6fht8y	276	8	+	+	CC
cord-255762-qd6fht8y	276	9	γ	γ	NNP
cord-255762-qd6fht8y	276	10	ds	ds	NNP
cord-255762-qd6fht8y	276	11	)	)	-RRB-
cord-255762-qd6fht8y	276	12	,	,	,
cord-255762-qd6fht8y	276	13	means	mean	VBZ
cord-255762-qd6fht8y	276	14	that	that	IN
cord-255762-qd6fht8y	276	15	γ	γ	NN
cord-255762-qd6fht8y	276	16	h	h	NN
cord-255762-qd6fht8y	276	17	can	can	MD
cord-255762-qd6fht8y	276	18	be	be	VB
cord-255762-qd6fht8y	276	19	estimated	estimate	VBN
cord-255762-qd6fht8y	276	20	consistently	consistently	RB
cord-255762-qd6fht8y	276	21	from	from	IN
cord-255762-qd6fht8y	276	22	Equation	equation	NN
cord-255762-qd6fht8y	276	23	(	(	-LRB-
cord-255762-qd6fht8y	276	24	3	3	CD
cord-255762-qd6fht8y	276	25	)	)	-RRB-
cord-255762-qd6fht8y	276	26	by	by	IN
cord-255762-qd6fht8y	276	27	using	use	VBG
cord-255762-qd6fht8y	276	28	a	a	DT
cord-255762-qd6fht8y	276	29	regression	regression	NN
cord-255762-qd6fht8y	276	30	of	of	IN
cord-255762-qd6fht8y	276	31	prices	price	NNS
cord-255762-qd6fht8y	276	32	on	on	IN
cord-255762-qd6fht8y	276	33	medical	medical	JJ
cord-255762-qd6fht8y	276	34	devices	device	NNS
cord-255762-qd6fht8y	276	35	'	'	POS
cord-255762-qd6fht8y	276	36	and	and	CC
cord-255762-qd6fht8y	276	37	PB	PB	NNP
cord-255762-qd6fht8y	276	38	FEs	FEs	NNP
cord-255762-qd6fht8y	276	39	.	.	.
cord-255762-qd6fht8y	277	1	In	in	IN
cord-255762-qd6fht8y	277	2	this	this	DT
cord-255762-qd6fht8y	277	3	case	case	NN
cord-255762-qd6fht8y	277	4	,	,	,
cord-255762-qd6fht8y	277	5	the	the	DT
cord-255762-qd6fht8y	277	6	choice	choice	NN
cord-255762-qd6fht8y	277	7	of	of	IN
cord-255762-qd6fht8y	277	8	the	the	DT
cord-255762-qd6fht8y	277	9	benchmark	benchmark	JJ
cord-255762-qd6fht8y	277	10	supplier	supplier	NN
cord-255762-qd6fht8y	277	11	is	be	VBZ
cord-255762-qd6fht8y	277	12	irrelevant	irrelevant	JJ
cord-255762-qd6fht8y	277	13	,	,	,
cord-255762-qd6fht8y	277	14	as	as	IN
cord-255762-qd6fht8y	277	15	its	-PRON-	PRP$
cord-255762-qd6fht8y	277	16	effect	effect	NN
cord-255762-qd6fht8y	277	17	is	be	VBZ
cord-255762-qd6fht8y	277	18	captured	capture	VBN
cord-255762-qd6fht8y	277	19	by	by	IN
cord-255762-qd6fht8y	277	20	the	the	DT
cord-255762-qd6fht8y	277	21	medical	medical	JJ
cord-255762-qd6fht8y	277	22	devices	device	NNS
cord-255762-qd6fht8y	277	23	'	'	POS
cord-255762-qd6fht8y	277	24	FEs	FEs	NNP
cord-255762-qd6fht8y	277	25	.	.	.
cord-255762-qd6fht8y	278	1	However	however	RB
cord-255762-qd6fht8y	278	2	,	,	,
cord-255762-qd6fht8y	278	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	278	4	preliminary	preliminary	JJ
cord-255762-qd6fht8y	278	5	analysis	analysis	NN
cord-255762-qd6fht8y	278	6	in	in	IN
cord-255762-qd6fht8y	278	7	Sub	sub	NN
cord-255762-qd6fht8y	278	8	-	-	HYPH
cord-255762-qd6fht8y	278	9	section	section	NN
cord-255762-qd6fht8y	278	10	2.3	2.3	CD
cord-255762-qd6fht8y	278	11	suggests	suggest	VBZ
cord-255762-qd6fht8y	278	12	that	that	IN
cord-255762-qd6fht8y	278	13	a	a	DT
cord-255762-qd6fht8y	278	14	log	log	NN
cord-255762-qd6fht8y	278	15	-	-	HYPH
cord-255762-qd6fht8y	278	16	log	log	NN
cord-255762-qd6fht8y	278	17	structure	structure	NN
cord-255762-qd6fht8y	278	18	and	and	CC
cord-255762-qd6fht8y	278	19	hence	hence	RB
cord-255762-qd6fht8y	278	20	a	a	DT
cord-255762-qd6fht8y	278	21	multiplicative	multiplicative	JJ
cord-255762-qd6fht8y	278	22	separability	separability	NN
cord-255762-qd6fht8y	278	23	(	(	-LRB-
cord-255762-qd6fht8y	278	24	i.e.	i.e.	FW
cord-255762-qd6fht8y	278	25	Ψ	ψ	NN
cord-255762-qd6fht8y	279	1	dhs	dhs	NNP
cord-255762-qd6fht8y	279	2	=	=	SYM
cord-255762-qd6fht8y	279	3	γ	γ	NN
cord-255762-qd6fht8y	279	4	h	h	NN
cord-255762-qd6fht8y	279	5	γ	γ	NN
cord-255762-qd6fht8y	279	6	ds	ds	NNP
cord-255762-qd6fht8y	279	7	)	)	-RRB-
cord-255762-qd6fht8y	279	8	,	,	,
cord-255762-qd6fht8y	279	9	better	well	JJR
cord-255762-qd6fht8y	279	10	fits	fit	VBZ
cord-255762-qd6fht8y	279	11	our	-PRON-	PRP$
cord-255762-qd6fht8y	279	12	data	datum	NNS
cord-255762-qd6fht8y	279	13	.	.	.
cord-255762-qd6fht8y	280	1	Accordingly	accordingly	RB
cord-255762-qd6fht8y	280	2	,	,	,
cord-255762-qd6fht8y	280	3	Equation	equation	NN
cord-255762-qd6fht8y	280	4	(	(	-LRB-
cord-255762-qd6fht8y	280	5	3	3	CD
cord-255762-qd6fht8y	280	6	)	)	-RRB-
cord-255762-qd6fht8y	280	7	can	can	MD
cord-255762-qd6fht8y	280	8	be	be	VB
cord-255762-qd6fht8y	280	9	rewritten	rewrite	VBN
cord-255762-qd6fht8y	280	10	as	as	IN
cord-255762-qd6fht8y	280	11	follows	follow	VBZ
cord-255762-qd6fht8y	280	12	:	:	:
cord-255762-qd6fht8y	280	13	ln(Ψ	ln(Ψ	NNP
cord-255762-qd6fht8y	280	14	dhs	dhs	NNP
cord-255762-qd6fht8y	280	15	)	)	-RRB-
cord-255762-qd6fht8y	280	16	=	=	NFP
cord-255762-qd6fht8y	281	1	ln(p	ln(p	NNP
cord-255762-qd6fht8y	281	2	dhs	dhs	NNP
cord-255762-qd6fht8y	281	3	−	−	NNP
cord-255762-qd6fht8y	281	4	c	c	NN
cord-255762-qd6fht8y	281	5	d0	d0	NNP
cord-255762-qd6fht8y	281	6	)	)	-RRB-
cord-255762-qd6fht8y	282	1	=	=	NFP
cord-255762-qd6fht8y	282	2	ln(γ	ln(γ	NNP
cord-255762-qd6fht8y	282	3	h	h	NN
cord-255762-qd6fht8y	282	4	)	)	-RRB-
cord-255762-qd6fht8y	282	5	+	+	CC
cord-255762-qd6fht8y	282	6	ln(γ	ln(γ	NNP
cord-255762-qd6fht8y	282	7	ds	ds	NNP
cord-255762-qd6fht8y	282	8	)	)	-RRB-
cord-255762-qd6fht8y	283	1	(	(	-LRB-
cord-255762-qd6fht8y	283	2	4	4	LS
cord-255762-qd6fht8y	283	3	)	)	-RRB-
cord-255762-qd6fht8y	283	4	thus	thus	RB
cord-255762-qd6fht8y	283	5	requiring	require	VBG
cord-255762-qd6fht8y	283	6	a	a	DT
cord-255762-qd6fht8y	283	7	structural	structural	JJ
cord-255762-qd6fht8y	283	8	estimation	estimation	NN
cord-255762-qd6fht8y	283	9	of	of	IN
cord-255762-qd6fht8y	283	10	marginal	marginal	JJ
cord-255762-qd6fht8y	283	11	costs	cost	NNS
cord-255762-qd6fht8y	283	12	and	and	CC
cord-255762-qd6fht8y	283	13	a	a	DT
cord-255762-qd6fht8y	283	14	careful	careful	JJ
cord-255762-qd6fht8y	283	15	choice	choice	NN
cord-255762-qd6fht8y	283	16	of	of	IN
cord-255762-qd6fht8y	283	17	c	c	NN
cord-255762-qd6fht8y	283	18	d0	d0	NNP
cord-255762-qd6fht8y	283	19	.	.	.
cord-255762-qd6fht8y	284	1	In	in	IN
cord-255762-qd6fht8y	284	2	Sub	sub	NN
cord-255762-qd6fht8y	284	3	-	-	HYPH
cord-255762-qd6fht8y	284	4	section	section	NN
cord-255762-qd6fht8y	284	5	3.2	3.2	CD
cord-255762-qd6fht8y	284	6	below	below	RB
cord-255762-qd6fht8y	284	7	,	,	,
cord-255762-qd6fht8y	284	8	we	-PRON-	PRP
cord-255762-qd6fht8y	284	9	focus	focus	VBP
cord-255762-qd6fht8y	284	10	on	on	IN
cord-255762-qd6fht8y	284	11	how	how	WRB
cord-255762-qd6fht8y	284	12	to	to	TO
cord-255762-qd6fht8y	284	13	derive	derive	VB
cord-255762-qd6fht8y	284	14	the	the	DT
cord-255762-qd6fht8y	284	15	benchmark	benchmark	JJ
cord-255762-qd6fht8y	284	16	marginal	marginal	JJ
cord-255762-qd6fht8y	284	17	cost	cost	NN
cord-255762-qd6fht8y	284	18	for	for	IN
cord-255762-qd6fht8y	284	19	each	each	DT
cord-255762-qd6fht8y	284	20	class	class	NN
cord-255762-qd6fht8y	284	21	of	of	IN
cord-255762-qd6fht8y	284	22	medical	medical	JJ
cord-255762-qd6fht8y	284	23	device	device	NN
cord-255762-qd6fht8y	284	24	and	and	CC
cord-255762-qd6fht8y	284	25	,	,	,
cord-255762-qd6fht8y	284	26	in	in	IN
cord-255762-qd6fht8y	284	27	Section	section	NN
cord-255762-qd6fht8y	284	28	4	4	CD
cord-255762-qd6fht8y	284	29	,	,	,
cord-255762-qd6fht8y	284	30	we	-PRON-	PRP
cord-255762-qd6fht8y	284	31	estimate	estimate	VBP
cord-255762-qd6fht8y	284	32	each	each	DT
cord-255762-qd6fht8y	284	33	PB	PB	NNP
cord-255762-qd6fht8y	284	34	FE	FE	NNP
cord-255762-qd6fht8y	284	35	γ	γ	NN
cord-255762-qd6fht8y	284	36	h	h	NN
cord-255762-qd6fht8y	284	37	.	.	.
cord-255762-qd6fht8y	285	1	We	-PRON-	PRP
cord-255762-qd6fht8y	285	2	then	then	RB
cord-255762-qd6fht8y	285	3	explore	explore	VBP
cord-255762-qd6fht8y	285	4	the	the	DT
cord-255762-qd6fht8y	285	5	correlation	correlation	NN
cord-255762-qd6fht8y	285	6	between	between	IN
cord-255762-qd6fht8y	285	7	PB	PB	NNP
cord-255762-qd6fht8y	285	8	competence	competence	NN
cord-255762-qd6fht8y	285	9	and	and	CC
cord-255762-qd6fht8y	285	10	PB	PB	NNP
cord-255762-qd6fht8y	285	11	balance	balance	NN
cord-255762-qd6fht8y	285	12	sheet	sheet	NN
cord-255762-qd6fht8y	285	13	data	datum	NNS
cord-255762-qd6fht8y	285	14	.	.	.
cord-255762-qd6fht8y	286	1	Following	follow	VBG
cord-255762-qd6fht8y	286	2	the	the	DT
cord-255762-qd6fht8y	286	3	methodology	methodology	NN
cord-255762-qd6fht8y	286	4	of	of	IN
cord-255762-qd6fht8y	286	5	the	the	DT
cord-255762-qd6fht8y	286	6	seminal	seminal	JJ
cord-255762-qd6fht8y	286	7	work	work	NN
cord-255762-qd6fht8y	286	8	of	of	IN
cord-255762-qd6fht8y	286	9	Guerre	Guerre	NNP
cord-255762-qd6fht8y	286	10	et	et	FW
cord-255762-qd6fht8y	286	11	al	al	NNP
cord-255762-qd6fht8y	286	12	.	.	.
cord-255762-qd6fht8y	287	1	(	(	-LRB-
cord-255762-qd6fht8y	287	2	2000	2000	CD
cord-255762-qd6fht8y	287	3	;	;	:
cord-255762-qd6fht8y	287	4	henceforth	henceforth	RB
cord-255762-qd6fht8y	287	5	GPV	GPV	NNP
cord-255762-qd6fht8y	287	6	)	)	-RRB-
cord-255762-qd6fht8y	287	7	,	,	,
cord-255762-qd6fht8y	287	8	we	-PRON-	PRP
cord-255762-qd6fht8y	287	9	use	use	VBP
cord-255762-qd6fht8y	287	10	only	only	RB
cord-255762-qd6fht8y	287	11	FPA	FPA	NNP
cord-255762-qd6fht8y	287	12	observations	observation	NNS
cord-255762-qd6fht8y	287	13	to	to	TO
cord-255762-qd6fht8y	287	14	estimate	estimate	VB
cord-255762-qd6fht8y	287	15	the	the	DT
cord-255762-qd6fht8y	287	16	marginal	marginal	JJ
cord-255762-qd6fht8y	287	17	cost	cost	NN
cord-255762-qd6fht8y	287	18	for	for	IN
cord-255762-qd6fht8y	287	19	each	each	DT
cord-255762-qd6fht8y	287	20	class	class	NN
cord-255762-qd6fht8y	287	21	of	of	IN
cord-255762-qd6fht8y	287	22	awarded	award	VBN
cord-255762-qd6fht8y	287	23	medical	medical	JJ
cord-255762-qd6fht8y	287	24	device	device	NN
cord-255762-qd6fht8y	287	25	.	.	.
cord-255762-qd6fht8y	288	1	23	23	CD
cord-255762-qd6fht8y	289	1	In	in	IN
cord-255762-qd6fht8y	289	2	so	so	RB
cord-255762-qd6fht8y	289	3	doing	do	VBG
cord-255762-qd6fht8y	289	4	,	,	,
cord-255762-qd6fht8y	289	5	we	-PRON-	PRP
cord-255762-qd6fht8y	289	6	implement	implement	VBP
cord-255762-qd6fht8y	289	7	the	the	DT
cord-255762-qd6fht8y	289	8	GPV	GPV	NNP
cord-255762-qd6fht8y	289	9	approach	approach	NN
cord-255762-qd6fht8y	289	10	with	with	IN
cord-255762-qd6fht8y	289	11	three	three	CD
cord-255762-qd6fht8y	289	12	main	main	JJ
cord-255762-qd6fht8y	289	13	changes	change	NNS
cord-255762-qd6fht8y	289	14	.	.	.
cord-255762-qd6fht8y	290	1	First	first	RB
cord-255762-qd6fht8y	290	2	,	,	,
cord-255762-qd6fht8y	290	3	we	-PRON-	PRP
cord-255762-qd6fht8y	290	4	account	account	VBP
cord-255762-qd6fht8y	290	5	for	for	IN
cord-255762-qd6fht8y	290	6	heterogeneous	heterogeneous	JJ
cord-255762-qd6fht8y	290	7	devices	device	NNS
cord-255762-qd6fht8y	290	8	in	in	IN
cord-255762-qd6fht8y	290	9	our	-PRON-	PRP$
cord-255762-qd6fht8y	290	10	dataset	dataset	NN
cord-255762-qd6fht8y	290	11	(	(	-LRB-
cord-255762-qd6fht8y	290	12	see	see	VB
cord-255762-qd6fht8y	290	13	Sub	sub	NN
cord-255762-qd6fht8y	290	14	-	-	HYPH
cord-255762-qd6fht8y	290	15	section	section	NN
cord-255762-qd6fht8y	290	16	3.2.1	3.2.1	CD
cord-255762-qd6fht8y	290	17	)	)	-RRB-
cord-255762-qd6fht8y	290	18	.	.	.
cord-255762-qd6fht8y	291	1	Second	second	RB
cord-255762-qd6fht8y	291	2	,	,	,
cord-255762-qd6fht8y	291	3	we	-PRON-	PRP
cord-255762-qd6fht8y	291	4	adapt	adapt	VBP
cord-255762-qd6fht8y	291	5	the	the	DT
cord-255762-qd6fht8y	291	6	GPV	GPV	NNP
cord-255762-qd6fht8y	291	7	methodology	methodology	NN
cord-255762-qd6fht8y	291	8	developed	develop	VBN
cord-255762-qd6fht8y	291	9	for	for	IN
cord-255762-qd6fht8y	291	10	direct	direct	JJ
cord-255762-qd6fht8y	291	11	auctions	auction	NNS
cord-255762-qd6fht8y	291	12	-where	-where	RB
cord-255762-qd6fht8y	292	1	the	the	DT
cord-255762-qd6fht8y	292	2	highest	high	JJS
cord-255762-qd6fht8y	292	3	price	price	NN
cord-255762-qd6fht8y	292	4	wins	win	VBZ
cord-255762-qd6fht8y	292	5	-to	-to	ADD
cord-255762-qd6fht8y	292	6	procurement	procurement	NN
cord-255762-qd6fht8y	292	7	auctions	auction	NNS
cord-255762-qd6fht8y	292	8	,	,	,
cord-255762-qd6fht8y	292	9	where	where	WRB
cord-255762-qd6fht8y	292	10	the	the	DT
cord-255762-qd6fht8y	292	11	lowest	low	JJS
cord-255762-qd6fht8y	292	12	price	price	NN
cord-255762-qd6fht8y	292	13	wins	win	NNS
cord-255762-qd6fht8y	292	14	(	(	-LRB-
cord-255762-qd6fht8y	292	15	see	see	VB
cord-255762-qd6fht8y	292	16	Sub	sub	NN
cord-255762-qd6fht8y	292	17	-	-	HYPH
cord-255762-qd6fht8y	292	18	section	section	NN
cord-255762-qd6fht8y	292	19	3.2.2	3.2.2	NN
cord-255762-qd6fht8y	292	20	)	)	-RRB-
cord-255762-qd6fht8y	292	21	.	.	.
cord-255762-qd6fht8y	293	1	Finally	finally	RB
cord-255762-qd6fht8y	293	2	,	,	,
cord-255762-qd6fht8y	293	3	we	-PRON-	PRP
cord-255762-qd6fht8y	293	4	extend	extend	VBP
cord-255762-qd6fht8y	293	5	GPV	GPV	NNP
cord-255762-qd6fht8y	293	6	to	to	TO
cord-255762-qd6fht8y	293	7	consider	consider	VB
cord-255762-qd6fht8y	293	8	sealed	seal	VBN
cord-255762-qd6fht8y	293	9	bid	bid	NN
cord-255762-qd6fht8y	293	10	auctions	auction	NNS
cord-255762-qd6fht8y	293	11	in	in	IN
cord-255762-qd6fht8y	293	12	which	which	WDT
cord-255762-qd6fht8y	293	13	bidders	bidder	NNS
cord-255762-qd6fht8y	293	14	do	do	VBP
cord-255762-qd6fht8y	293	15	not	not	RB
cord-255762-qd6fht8y	293	16	directly	directly	RB
cord-255762-qd6fht8y	293	17	observe	observe	VB
cord-255762-qd6fht8y	293	18	their	-PRON-	PRP$
cord-255762-qd6fht8y	293	19	competitors	competitor	NNS
cord-255762-qd6fht8y	293	20	,	,	,
cord-255762-qd6fht8y	293	21	i.e.	i.e.	FW
cord-255762-qd6fht8y	293	22	they	-PRON-	PRP
cord-255762-qd6fht8y	293	23	may	may	MD
cord-255762-qd6fht8y	293	24	receive	receive	VB
cord-255762-qd6fht8y	293	25	a	a	DT
cord-255762-qd6fht8y	293	26	noisy	noisy	JJ
cord-255762-qd6fht8y	293	27	signal	signal	NN
cord-255762-qd6fht8y	293	28	on	on	IN
cord-255762-qd6fht8y	293	29	the	the	DT
cord-255762-qd6fht8y	293	30	level	level	NN
cord-255762-qd6fht8y	293	31	of	of	IN
cord-255762-qd6fht8y	293	32	competition	competition	NN
cord-255762-qd6fht8y	293	33	(	(	-LRB-
cord-255762-qd6fht8y	293	34	see	see	VB
cord-255762-qd6fht8y	293	35	Appendix	Appendix	NNP
cord-255762-qd6fht8y	293	36	A.2	a.2	NN
cord-255762-qd6fht8y	293	37	)	)	-RRB-
cord-255762-qd6fht8y	293	38	.	.	.
cord-255762-qd6fht8y	294	1	Medical	medical	JJ
cord-255762-qd6fht8y	294	2	devices	device	NNS
cord-255762-qd6fht8y	294	3	include	include	VBP
cord-255762-qd6fht8y	294	4	different	different	JJ
cord-255762-qd6fht8y	294	5	goods	good	NNS
cord-255762-qd6fht8y	294	6	-bandages	-bandage	NNS
cord-255762-qd6fht8y	294	7	,	,	,
cord-255762-qd6fht8y	294	8	syringes	syrinx	NNS
cord-255762-qd6fht8y	294	9	,	,	,
cord-255762-qd6fht8y	294	10	etc	etc	FW
cord-255762-qd6fht8y	294	11	.	.	.
cord-255762-qd6fht8y	295	1	-which	-which	JJS
cord-255762-qd6fht8y	295	2	are	be	VBP
cord-255762-qd6fht8y	295	3	categorised	categorise	VBN
cord-255762-qd6fht8y	295	4	by	by	IN
cord-255762-qd6fht8y	295	5	class	class	NN
cord-255762-qd6fht8y	295	6	.	.	.
cord-255762-qd6fht8y	296	1	Unfortunately	unfortunately	RB
cord-255762-qd6fht8y	296	2	,	,	,
cord-255762-qd6fht8y	296	3	the	the	DT
cord-255762-qd6fht8y	296	4	number	number	NN
cord-255762-qd6fht8y	296	5	of	of	IN
cord-255762-qd6fht8y	296	6	observations	observation	NNS
cord-255762-qd6fht8y	296	7	in	in	IN
cord-255762-qd6fht8y	296	8	our	-PRON-	PRP$
cord-255762-qd6fht8y	296	9	dataset	dataset	NN
cord-255762-qd6fht8y	296	10	is	be	VBZ
cord-255762-qd6fht8y	296	11	too	too	RB
cord-255762-qd6fht8y	296	12	small	small	JJ
cord-255762-qd6fht8y	296	13	to	to	TO
cord-255762-qd6fht8y	296	14	compute	compute	VB
cord-255762-qd6fht8y	296	15	the	the	DT
cord-255762-qd6fht8y	296	16	conditional	conditional	JJ
cord-255762-qd6fht8y	296	17	distribution	distribution	NN
cord-255762-qd6fht8y	296	18	of	of	IN
cord-255762-qd6fht8y	296	19	bids	bid	NNS
cord-255762-qd6fht8y	296	20	for	for	IN
cord-255762-qd6fht8y	296	21	each	each	DT
cord-255762-qd6fht8y	296	22	class	class	NN
cord-255762-qd6fht8y	296	23	d.	d.	NN
cord-255762-qd6fht8y	297	1	To	to	TO
cord-255762-qd6fht8y	297	2	address	address	VB
cord-255762-qd6fht8y	297	3	this	this	DT
cord-255762-qd6fht8y	297	4	issue	issue	NN
cord-255762-qd6fht8y	297	5	,	,	,
cord-255762-qd6fht8y	297	6	in	in	IN
cord-255762-qd6fht8y	297	7	line	line	NN
cord-255762-qd6fht8y	297	8	with	with	IN
cord-255762-qd6fht8y	297	9	the	the	DT
cord-255762-qd6fht8y	297	10	preliminary	preliminary	JJ
cord-255762-qd6fht8y	297	11	evidence	evidence	NN
cord-255762-qd6fht8y	297	12	of	of	IN
cord-255762-qd6fht8y	297	13	Sub	sub	NN
cord-255762-qd6fht8y	297	14	-	-	HYPH
cord-255762-qd6fht8y	297	15	section	section	NN
cord-255762-qd6fht8y	297	16	2.3	2.3	CD
cord-255762-qd6fht8y	297	17	suggesting	suggest	VBG
cord-255762-qd6fht8y	297	18	that	that	IN
cord-255762-qd6fht8y	297	19	a	a	DT
cord-255762-qd6fht8y	297	20	log	log	NN
cord-255762-qd6fht8y	297	21	-	-	HYPH
cord-255762-qd6fht8y	297	22	transformed	transform	VBN
cord-255762-qd6fht8y	297	23	model	model	NN
cord-255762-qd6fht8y	297	24	is	be	VBZ
cord-255762-qd6fht8y	297	25	well	well	RB
cord-255762-qd6fht8y	297	26	-	-	HYPH
cord-255762-qd6fht8y	297	27	suited	suit	VBN
cord-255762-qd6fht8y	297	28	to	to	IN
cord-255762-qd6fht8y	297	29	describing	describe	VBG
cord-255762-qd6fht8y	297	30	our	-PRON-	PRP$
cord-255762-qd6fht8y	297	31	data	datum	NNS
cord-255762-qd6fht8y	297	32	,	,	,
cord-255762-qd6fht8y	297	33	we	-PRON-	PRP
cord-255762-qd6fht8y	297	34	assume	assume	VBP
cord-255762-qd6fht8y	297	35	that	that	IN
cord-255762-qd6fht8y	297	36	a	a	DT
cord-255762-qd6fht8y	297	37	bidder	bidder	NN
cord-255762-qd6fht8y	297	38	's	's	POS
cord-255762-qd6fht8y	297	39	private	private	JJ
cord-255762-qd6fht8y	297	40	evaluation	evaluation	NN
cord-255762-qd6fht8y	297	41	(	(	-LRB-
cord-255762-qd6fht8y	297	42	i.e.	i.e.	FW
cord-255762-qd6fht8y	297	43	its	-PRON-	PRP$
cord-255762-qd6fht8y	297	44	marginal	marginal	JJ
cord-255762-qd6fht8y	297	45	cost	cost	NN
cord-255762-qd6fht8y	297	46	)	)	-RRB-
cord-255762-qd6fht8y	297	47	is	be	VBZ
cord-255762-qd6fht8y	297	48	multiplicatively	multiplicatively	RB
cord-255762-qd6fht8y	297	49	separable	separable	JJ
cord-255762-qd6fht8y	297	50	in	in	IN
cord-255762-qd6fht8y	297	51	the	the	DT
cord-255762-qd6fht8y	297	52	supplier	supplier	NN
cord-255762-qd6fht8y	297	53	type	type	NN
cord-255762-qd6fht8y	297	54	θ	θ	NNP
cord-255762-qd6fht8y	297	55	s	s	NNP
cord-255762-qd6fht8y	297	56	and	and	CC
cord-255762-qd6fht8y	297	57	in	in	IN
cord-255762-qd6fht8y	297	58	a	a	DT
cord-255762-qd6fht8y	297	59	technological	technological	JJ
cord-255762-qd6fht8y	297	60	parameter	parameter	NN
cord-255762-qd6fht8y	297	61	α	α	NN
cord-255762-qd6fht8y	297	62	d	d	NN
cord-255762-qd6fht8y	297	63	specific	specific	JJ
cord-255762-qd6fht8y	297	64	for	for	IN
cord-255762-qd6fht8y	297	65	each	each	DT
cord-255762-qd6fht8y	297	66	class	class	NN
cord-255762-qd6fht8y	297	67	of	of	IN
cord-255762-qd6fht8y	297	68	medical	medical	JJ
cord-255762-qd6fht8y	297	69	device	device	NN
cord-255762-qd6fht8y	297	70	.	.	.
cord-255762-qd6fht8y	298	1	This	this	DT
cord-255762-qd6fht8y	298	2	separability	separability	NN
cord-255762-qd6fht8y	298	3	is	be	VBZ
cord-255762-qd6fht8y	298	4	preserved	preserve	VBN
cord-255762-qd6fht8y	298	5	by	by	IN
cord-255762-qd6fht8y	298	6	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	298	7	bidding	bidding	NN
cord-255762-qd6fht8y	298	8	(	(	-LRB-
cord-255762-qd6fht8y	298	9	Haile	Haile	NNP
cord-255762-qd6fht8y	298	10	et	et	NNP
cord-255762-qd6fht8y	298	11	al	al	NNP
cord-255762-qd6fht8y	298	12	.	.	NNP
cord-255762-qd6fht8y	298	13	2003	2003	CD
cord-255762-qd6fht8y	298	14	)	)	-RRB-
cord-255762-qd6fht8y	298	15	.	.	.
cord-255762-qd6fht8y	299	1	For	for	IN
cord-255762-qd6fht8y	299	2	example	example	NN
cord-255762-qd6fht8y	299	3	,	,	,
cord-255762-qd6fht8y	299	4	suppose	suppose	VB
cord-255762-qd6fht8y	299	5	the	the	DT
cord-255762-qd6fht8y	299	6	marginal	marginal	JJ
cord-255762-qd6fht8y	299	7	cost	cost	NN
cord-255762-qd6fht8y	299	8	of	of	IN
cord-255762-qd6fht8y	299	9	a	a	DT
cord-255762-qd6fht8y	299	10	medical	medical	JJ
cord-255762-qd6fht8y	299	11	device	device	NN
cord-255762-qd6fht8y	299	12	of	of	IN
cord-255762-qd6fht8y	299	13	class	class	NN
cord-255762-qd6fht8y	299	14	d	d	NN
cord-255762-qd6fht8y	299	15	is	be	VBZ
cord-255762-qd6fht8y	299	16	twice	twice	PDT
cord-255762-qd6fht8y	299	17	the	the	DT
cord-255762-qd6fht8y	299	18	marginal	marginal	JJ
cord-255762-qd6fht8y	299	19	cost	cost	NN
cord-255762-qd6fht8y	299	20	of	of	IN
cord-255762-qd6fht8y	299	21	a	a	DT
cord-255762-qd6fht8y	299	22	medical	medical	JJ
cord-255762-qd6fht8y	299	23	device	device	NN
cord-255762-qd6fht8y	299	24	of	of	IN
cord-255762-qd6fht8y	299	25	class	class	NN
cord-255762-qd6fht8y	299	26	d	d	NN
cord-255762-qd6fht8y	299	27	,	,	,
cord-255762-qd6fht8y	299	28	then	then	RB
cord-255762-qd6fht8y	299	29	the	the	DT
cord-255762-qd6fht8y	299	30	same	same	JJ
cord-255762-qd6fht8y	299	31	ratio	ratio	NN
cord-255762-qd6fht8y	299	32	between	between	IN
cord-255762-qd6fht8y	299	33	the	the	DT
cord-255762-qd6fht8y	299	34	marginal	marginal	JJ
cord-255762-qd6fht8y	299	35	costs	cost	NNS
cord-255762-qd6fht8y	299	36	of	of	IN
cord-255762-qd6fht8y	299	37	d	d	NN
cord-255762-qd6fht8y	299	38	and	and	CC
cord-255762-qd6fht8y	299	39	d	d	NN
cord-255762-qd6fht8y	299	40	applies	apply	VBZ
cord-255762-qd6fht8y	299	41	to	to	IN
cord-255762-qd6fht8y	299	42	all	all	DT
cord-255762-qd6fht8y	299	43	suppliers	supplier	NNS
cord-255762-qd6fht8y	299	44	.	.	.
cord-255762-qd6fht8y	300	1	In	in	IN
cord-255762-qd6fht8y	300	2	this	this	DT
cord-255762-qd6fht8y	300	3	case	case	NN
cord-255762-qd6fht8y	300	4	,	,	,
cord-255762-qd6fht8y	300	5	in	in	IN
cord-255762-qd6fht8y	300	6	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	300	7	and	and	CC
cord-255762-qd6fht8y	300	8	for	for	IN
cord-255762-qd6fht8y	300	9	each	each	DT
cord-255762-qd6fht8y	300	10	supplier	supplier	NN
cord-255762-qd6fht8y	300	11	,	,	,
cord-255762-qd6fht8y	300	12	the	the	DT
cord-255762-qd6fht8y	300	13	price	price	NN
cord-255762-qd6fht8y	300	14	of	of	IN
cord-255762-qd6fht8y	300	15	d	d	NN
cord-255762-qd6fht8y	300	16	will	will	MD
cord-255762-qd6fht8y	300	17	be	be	VB
cord-255762-qd6fht8y	300	18	twice	twice	PDT
cord-255762-qd6fht8y	300	19	the	the	DT
cord-255762-qd6fht8y	300	20	price	price	NN
cord-255762-qd6fht8y	300	21	of	of	IN
cord-255762-qd6fht8y	300	22	d	d	NN
cord-255762-qd6fht8y	300	23	.	.	.
cord-255762-qd6fht8y	301	1	Accordingly	accordingly	RB
cord-255762-qd6fht8y	301	2	,	,	,
cord-255762-qd6fht8y	301	3	we	-PRON-	PRP
cord-255762-qd6fht8y	301	4	assume	assume	VBP
cord-255762-qd6fht8y	301	5	that	that	IN
cord-255762-qd6fht8y	301	6	in	in	IN
cord-255762-qd6fht8y	301	7	an	an	DT
cord-255762-qd6fht8y	301	8	auction	auction	NN
cord-255762-qd6fht8y	301	9	for	for	IN
cord-255762-qd6fht8y	301	10	medical	medical	JJ
cord-255762-qd6fht8y	301	11	device	device	NN
cord-255762-qd6fht8y	301	12	d	d	NN
cord-255762-qd6fht8y	301	13	,	,	,
cord-255762-qd6fht8y	301	14	marginal	marginal	JJ
cord-255762-qd6fht8y	301	15	costs	cost	NNS
cord-255762-qd6fht8y	301	16	(	(	-LRB-
cord-255762-qd6fht8y	301	17	i.e.	i.e.	FW
cord-255762-qd6fht8y	301	18	the	the	DT
cord-255762-qd6fht8y	301	19	bidders	bidder	NNS
cord-255762-qd6fht8y	301	20	'	'	POS
cord-255762-qd6fht8y	301	21	private	private	JJ
cord-255762-qd6fht8y	301	22	values	value	NNS
cord-255762-qd6fht8y	301	23	)	)	-RRB-
cord-255762-qd6fht8y	301	24	are	be	VBP
cord-255762-qd6fht8y	301	25	given	give	VBN
cord-255762-qd6fht8y	301	26	by	by	IN
cord-255762-qd6fht8y	301	27	the	the	DT
cord-255762-qd6fht8y	301	28	following	following	JJ
cord-255762-qd6fht8y	301	29	equation	equation	NN
cord-255762-qd6fht8y	301	30	:	:	:
cord-255762-qd6fht8y	301	31	where	where	WRB
cord-255762-qd6fht8y	301	32	the	the	DT
cord-255762-qd6fht8y	301	33	bidder	bidder	NN
cord-255762-qd6fht8y	301	34	-	-	HYPH
cord-255762-qd6fht8y	301	35	specific	specific	JJ
cord-255762-qd6fht8y	301	36	private	private	JJ
cord-255762-qd6fht8y	301	37	information	information	NN
cord-255762-qd6fht8y	302	1	θ	θ	NNP
cord-255762-qd6fht8y	302	2	s	s	NNP
cord-255762-qd6fht8y	302	3	is	be	VBZ
cord-255762-qd6fht8y	302	4	independent	independent	JJ
cord-255762-qd6fht8y	302	5	of	of	IN
cord-255762-qd6fht8y	302	6	the	the	DT
cord-255762-qd6fht8y	302	7	device	device	NN
cord-255762-qd6fht8y	302	8	-	-	HYPH
cord-255762-qd6fht8y	302	9	category	category	NN
cord-255762-qd6fht8y	302	10	parameter	parameter	NN
cord-255762-qd6fht8y	302	11	α	α	NN
cord-255762-qd6fht8y	302	12	d	d	NN
cord-255762-qd6fht8y	302	13	.	.	.
cord-255762-qd6fht8y	303	1	The	the	DT
cord-255762-qd6fht8y	303	2	assumption	assumption	NN
cord-255762-qd6fht8y	303	3	of	of	IN
cord-255762-qd6fht8y	303	4	multiplicative	multiplicative	JJ
cord-255762-qd6fht8y	303	5	separability	separability	NN
cord-255762-qd6fht8y	303	6	in	in	IN
cord-255762-qd6fht8y	303	7	the	the	DT
cord-255762-qd6fht8y	303	8	cost	cost	NN
cord-255762-qd6fht8y	303	9	function	function	NN
cord-255762-qd6fht8y	303	10	has	have	VBZ
cord-255762-qd6fht8y	303	11	already	already	RB
cord-255762-qd6fht8y	303	12	been	be	VBN
cord-255762-qd6fht8y	303	13	used	use	VBN
cord-255762-qd6fht8y	303	14	in	in	IN
cord-255762-qd6fht8y	303	15	the	the	DT
cord-255762-qd6fht8y	303	16	literature	literature	NN
cord-255762-qd6fht8y	303	17	(	(	-LRB-
cord-255762-qd6fht8y	303	18	e.g.	e.g.	RB
cord-255762-qd6fht8y	303	19	to	to	IN
cord-255762-qd6fht8y	303	20	model	model	VB
cord-255762-qd6fht8y	303	21	adaptation	adaptation	NN
cord-255762-qd6fht8y	303	22	costs	cost	NNS
cord-255762-qd6fht8y	303	23	in	in	IN
cord-255762-qd6fht8y	303	24	Bajari	Bajari	NNP
cord-255762-qd6fht8y	303	25	et	et	FW
cord-255762-qd6fht8y	303	26	al	al	NNP
cord-255762-qd6fht8y	303	27	.	.	NNP
cord-255762-qd6fht8y	303	28	2014	2014	CD
cord-255762-qd6fht8y	303	29	)	)	-RRB-
cord-255762-qd6fht8y	303	30	and	and	CC
cord-255762-qd6fht8y	303	31	is	be	VBZ
cord-255762-qd6fht8y	303	32	in	in	IN
cord-255762-qd6fht8y	303	33	line	line	NN
cord-255762-qd6fht8y	303	34	with	with	IN
cord-255762-qd6fht8y	303	35	the	the	DT
cord-255762-qd6fht8y	303	36	preliminary	preliminary	JJ
cord-255762-qd6fht8y	303	37	results	result	NNS
cord-255762-qd6fht8y	303	38	of	of	IN
cord-255762-qd6fht8y	303	39	Sub	sub	NN
cord-255762-qd6fht8y	303	40	-	-	HYPH
cord-255762-qd6fht8y	303	41	section	section	NN
cord-255762-qd6fht8y	303	42	2.3	2.3	CD
cord-255762-qd6fht8y	303	43	.	.	.
cord-255762-qd6fht8y	304	1	Let	let	VB
cord-255762-qd6fht8y	304	2	a	a	DT
cord-255762-qd6fht8y	304	3	category	category	NN
cord-255762-qd6fht8y	304	4	d	d	NN
cord-255762-qd6fht8y	304	5	=	=	SYM
cord-255762-qd6fht8y	304	6	0	0	CD
cord-255762-qd6fht8y	304	7	be	be	VB
cord-255762-qd6fht8y	304	8	such	such	JJ
cord-255762-qd6fht8y	304	9	that	that	IN
cord-255762-qd6fht8y	304	10	α	α	NN
cord-255762-qd6fht8y	304	11	d	d	NN
cord-255762-qd6fht8y	304	12	=	=	SYM
cord-255762-qd6fht8y	304	13	1	1	CD
cord-255762-qd6fht8y	304	14	.	.	.
cord-255762-qd6fht8y	305	1	Then	then	RB
cord-255762-qd6fht8y	305	2	,	,	,
cord-255762-qd6fht8y	305	3	the	the	DT
cord-255762-qd6fht8y	305	4	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	305	5	price	price	NN
cord-255762-qd6fht8y	305	6	has	have	VBZ
cord-255762-qd6fht8y	305	7	the	the	DT
cord-255762-qd6fht8y	305	8	same	same	JJ
cord-255762-qd6fht8y	305	9	separable	separable	JJ
cord-255762-qd6fht8y	305	10	structure	structure	NN
cord-255762-qd6fht8y	305	11	as	as	IN
cord-255762-qd6fht8y	305	12	the	the	DT
cord-255762-qd6fht8y	305	13	marginal	marginal	JJ
cord-255762-qd6fht8y	305	14	costs	cost	NNS
cord-255762-qd6fht8y	305	15	:	:	:
cord-255762-qd6fht8y	305	16	where	where	WRB
cord-255762-qd6fht8y	305	17	p	p	NN
cord-255762-qd6fht8y	305	18	d	d	NN
cord-255762-qd6fht8y	305	19	(	(	-LRB-
cord-255762-qd6fht8y	305	20	·	·	NFP
cord-255762-qd6fht8y	305	21	)	)	-RRB-
cord-255762-qd6fht8y	305	22	is	be	VBZ
cord-255762-qd6fht8y	305	23	the	the	DT
cord-255762-qd6fht8y	305	24	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	305	25	bidding	bidding	NN
cord-255762-qd6fht8y	305	26	function	function	NN
cord-255762-qd6fht8y	305	27	for	for	IN
cord-255762-qd6fht8y	305	28	device	device	NN
cord-255762-qd6fht8y	306	1	d.	d.	NNP
cord-255762-qd6fht8y	307	1	Given	give	VBN
cord-255762-qd6fht8y	307	2	this	this	DT
cord-255762-qd6fht8y	307	3	functional	functional	JJ
cord-255762-qd6fht8y	307	4	form	form	NN
cord-255762-qd6fht8y	307	5	,	,	,
cord-255762-qd6fht8y	307	6	the	the	DT
cord-255762-qd6fht8y	307	7	technological	technological	JJ
cord-255762-qd6fht8y	307	8	parameter	parameter	NN
cord-255762-qd6fht8y	307	9	α	α	NN
cord-255762-qd6fht8y	307	10	d	d	NN
cord-255762-qd6fht8y	307	11	can	can	MD
cord-255762-qd6fht8y	307	12	be	be	VB
cord-255762-qd6fht8y	307	13	obtained	obtain	VBN
cord-255762-qd6fht8y	307	14	using	use	VBG
cord-255762-qd6fht8y	307	15	a	a	DT
cord-255762-qd6fht8y	307	16	regression	regression	NN
cord-255762-qd6fht8y	307	17	of	of	IN
cord-255762-qd6fht8y	307	18	the	the	DT
cord-255762-qd6fht8y	307	19	observed	observed	JJ
cord-255762-qd6fht8y	307	20	log	log	NN
cord-255762-qd6fht8y	307	21	bids	bid	NNS
cord-255762-qd6fht8y	307	22	on	on	IN
cord-255762-qd6fht8y	307	23	medical	medical	JJ
cord-255762-qd6fht8y	307	24	device	device	NN
cord-255762-qd6fht8y	307	25	FEs	FEs	NNP
cord-255762-qd6fht8y	307	26	(	(	-LRB-
cord-255762-qd6fht8y	307	27	the	the	DT
cord-255762-qd6fht8y	307	28	dummy	dummy	JJ
cord-255762-qd6fht8y	307	29	variable	variable	NN
cord-255762-qd6fht8y	307	30	D	d	NN
cord-255762-qd6fht8y	307	31	d	d	NN
cord-255762-qd6fht8y	307	32	)	)	-RRB-
cord-255762-qd6fht8y	307	33	and	and	CC
cord-255762-qd6fht8y	308	1	on	on	IN
cord-255762-qd6fht8y	308	2	the	the	DT
cord-255762-qd6fht8y	308	3	number	number	NN
cord-255762-qd6fht8y	308	4	of	of	IN
cord-255762-qd6fht8y	308	5	bidders	bidder	NNS
cord-255762-qd6fht8y	308	6	in	in	IN
cord-255762-qd6fht8y	308	7	each	each	DT
cord-255762-qd6fht8y	308	8	FPA	FPA	NNP
cord-255762-qd6fht8y	308	9	(	(	-LRB-
cord-255762-qd6fht8y	308	10	N	N	NNP
cord-255762-qd6fht8y	308	11	dh	dh	NNP
cord-255762-qd6fht8y	308	12	)	)	-RRB-
cord-255762-qd6fht8y	308	13	,	,	,
cord-255762-qd6fht8y	308	14	as	as	IN
cord-255762-qd6fht8y	308	15	follows	follow	VBZ
cord-255762-qd6fht8y	308	16	(	(	-LRB-
cord-255762-qd6fht8y	308	17	output	output	NN
cord-255762-qd6fht8y	308	18	available	available	JJ
cord-255762-qd6fht8y	308	19	on	on	IN
cord-255762-qd6fht8y	308	20	request	request	NN
cord-255762-qd6fht8y	308	21	)	)	-RRB-
cord-255762-qd6fht8y	308	22	:	:	:
cord-255762-qd6fht8y	308	23	Appendix	Appendix	NNP
cord-255762-qd6fht8y	308	24	A.1.1	A.1.1	NNP
cord-255762-qd6fht8y	308	25	collects	collect	VBZ
cord-255762-qd6fht8y	308	26	all	all	DT
cord-255762-qd6fht8y	308	27	device	device	NN
cord-255762-qd6fht8y	308	28	-	-	HYPH
cord-255762-qd6fht8y	308	29	category	category	NN
cord-255762-qd6fht8y	308	30	parameters	parameter	NNS
cord-255762-qd6fht8y	308	31	α	α	NNP
cord-255762-qd6fht8y	308	32	d	d	XX
cord-255762-qd6fht8y	308	33	.	.	.
cord-255762-qd6fht8y	309	1	As	as	IN
cord-255762-qd6fht8y	309	2	a	a	DT
cord-255762-qd6fht8y	309	3	robustness	robustness	NN
cord-255762-qd6fht8y	309	4	check	check	NN
cord-255762-qd6fht8y	309	5	and	and	CC
cord-255762-qd6fht8y	309	6	to	to	TO
cord-255762-qd6fht8y	309	7	exclude	exclude	VB
cord-255762-qd6fht8y	309	8	the	the	DT
cord-255762-qd6fht8y	309	9	fact	fact	NN
cord-255762-qd6fht8y	309	10	that	that	IN
cord-255762-qd6fht8y	309	11	devices	device	NNS
cord-255762-qd6fht8y	309	12	with	with	IN
cord-255762-qd6fht8y	309	13	few	few	JJ
cord-255762-qd6fht8y	309	14	observations	observation	NNS
cord-255762-qd6fht8y	309	15	lead	lead	VBP
cord-255762-qd6fht8y	309	16	to	to	IN
cord-255762-qd6fht8y	309	17	biased	biased	JJ
cord-255762-qd6fht8y	309	18	estimates	estimate	NNS
cord-255762-qd6fht8y	309	19	,	,	,
cord-255762-qd6fht8y	309	20	we	-PRON-	PRP
cord-255762-qd6fht8y	309	21	repeated	repeat	VBD
cord-255762-qd6fht8y	309	22	the	the	DT
cord-255762-qd6fht8y	309	23	estimation	estimation	NN
cord-255762-qd6fht8y	309	24	of	of	IN
cord-255762-qd6fht8y	309	25	Equation	equation	NN
cord-255762-qd6fht8y	309	26	(	(	-LRB-
cord-255762-qd6fht8y	309	27	7	7	CD
cord-255762-qd6fht8y	309	28	)	)	-RRB-
cord-255762-qd6fht8y	309	29	in	in	IN
cord-255762-qd6fht8y	309	30	two	two	CD
cord-255762-qd6fht8y	309	31	subsamples	subsample	NNS
cord-255762-qd6fht8y	309	32	of	of	IN
cord-255762-qd6fht8y	309	33	the	the	DT
cord-255762-qd6fht8y	309	34	medical	medical	JJ
cord-255762-qd6fht8y	309	35	device	device	NN
cord-255762-qd6fht8y	309	36	classes	class	NNS
cord-255762-qd6fht8y	309	37	,	,	,
cord-255762-qd6fht8y	309	38	i.e.	i.e.	FW
cord-255762-qd6fht8y	309	39	for	for	IN
cord-255762-qd6fht8y	309	40	all	all	DT
cord-255762-qd6fht8y	309	41	medical	medical	JJ
cord-255762-qd6fht8y	309	42	devices	device	NNS
cord-255762-qd6fht8y	309	43	where	where	WRB
cord-255762-qd6fht8y	309	44	we	-PRON-	PRP
cord-255762-qd6fht8y	309	45	have	have	VBP
cord-255762-qd6fht8y	309	46	at	at	RB
cord-255762-qd6fht8y	309	47	least	least	RBS
cord-255762-qd6fht8y	309	48	five	five	CD
cord-255762-qd6fht8y	309	49	observations	observation	NNS
cord-255762-qd6fht8y	309	50	(	(	-LRB-
cord-255762-qd6fht8y	309	51	roughly	roughly	RB
cord-255762-qd6fht8y	309	52	half	half	NN
cord-255762-qd6fht8y	309	53	of	of	IN
cord-255762-qd6fht8y	309	54	the	the	DT
cord-255762-qd6fht8y	309	55	classes	class	NNS
cord-255762-qd6fht8y	309	56	)	)	-RRB-
cord-255762-qd6fht8y	309	57	or	or	CC
cord-255762-qd6fht8y	309	58	eight	eight	CD
cord-255762-qd6fht8y	309	59	observations	observation	NNS
cord-255762-qd6fht8y	309	60	(	(	-LRB-
cord-255762-qd6fht8y	309	61	roughly	roughly	RB
cord-255762-qd6fht8y	309	62	half	half	NN
cord-255762-qd6fht8y	309	63	of	of	IN
cord-255762-qd6fht8y	309	64	the	the	DT
cord-255762-qd6fht8y	309	65	observations	observation	NNS
cord-255762-qd6fht8y	309	66	used	use	VBN
cord-255762-qd6fht8y	309	67	to	to	TO
cord-255762-qd6fht8y	309	68	estimate	estimate	VB
cord-255762-qd6fht8y	309	69	the	the	DT
cord-255762-qd6fht8y	309	70	α	α	NN
cord-255762-qd6fht8y	309	71	parameter	parameter	NN
cord-255762-qd6fht8y	309	72	)	)	-RRB-
cord-255762-qd6fht8y	309	73	.	.	.
cord-255762-qd6fht8y	310	1	Then	then	RB
cord-255762-qd6fht8y	310	2	,	,	,
cord-255762-qd6fht8y	310	3	in	in	IN
cord-255762-qd6fht8y	310	4	both	both	DT
cord-255762-qd6fht8y	310	5	cases	case	NNS
cord-255762-qd6fht8y	310	6	,	,	,
cord-255762-qd6fht8y	310	7	we	-PRON-	PRP
cord-255762-qd6fht8y	310	8	test	test	VBP
cord-255762-qd6fht8y	310	9	whether	whether	IN
cord-255762-qd6fht8y	311	1	the	the	DT
cord-255762-qd6fht8y	311	2	estimated	estimate	VBN
cord-255762-qd6fht8y	311	3	α	α	NN
cord-255762-qd6fht8y	311	4	d	d	NN
cord-255762-qd6fht8y	311	5	(	(	-LRB-
cord-255762-qd6fht8y	311	6	for	for	IN
cord-255762-qd6fht8y	311	7	the	the	DT
cord-255762-qd6fht8y	311	8	considered	consider	VBN
cord-255762-qd6fht8y	311	9	devices	device	NNS
cord-255762-qd6fht8y	311	10	)	)	-RRB-
cord-255762-qd6fht8y	311	11	are	be	VBP
cord-255762-qd6fht8y	311	12	equal	equal	JJ
cord-255762-qd6fht8y	311	13	to	to	IN
cord-255762-qd6fht8y	311	14	the	the	DT
cord-255762-qd6fht8y	311	15	same	same	JJ
cord-255762-qd6fht8y	311	16	α	α	NN
cord-255762-qd6fht8y	311	17	d	d	XX
cord-255762-qd6fht8y	311	18	estimated	estimate	VBN
cord-255762-qd6fht8y	311	19	in	in	IN
cord-255762-qd6fht8y	311	20	the	the	DT
cord-255762-qd6fht8y	311	21	entire	entire	JJ
cord-255762-qd6fht8y	311	22	sample	sample	NN
cord-255762-qd6fht8y	311	23	.	.	.
cord-255762-qd6fht8y	312	1	In	in	IN
cord-255762-qd6fht8y	312	2	both	both	DT
cord-255762-qd6fht8y	312	3	cases	case	NNS
cord-255762-qd6fht8y	312	4	and	and	CC
cord-255762-qd6fht8y	312	5	for	for	IN
cord-255762-qd6fht8y	312	6	all	all	PDT
cord-255762-qd6fht8y	312	7	the	the	DT
cord-255762-qd6fht8y	312	8	devices	device	NNS
cord-255762-qd6fht8y	312	9	considered	consider	VBN
cord-255762-qd6fht8y	312	10	,	,	,
cord-255762-qd6fht8y	312	11	we	-PRON-	PRP
cord-255762-qd6fht8y	312	12	find	find	VBP
cord-255762-qd6fht8y	312	13	no	no	DT
cord-255762-qd6fht8y	312	14	statistical	statistical	JJ
cord-255762-qd6fht8y	312	15	difference	difference	NN
cord-255762-qd6fht8y	312	16	with	with	IN
cord-255762-qd6fht8y	312	17	a	a	DT
cord-255762-qd6fht8y	312	18	95	95	CD
cord-255762-qd6fht8y	312	19	%	%	NN
cord-255762-qd6fht8y	312	20	confidence	confidence	NN
cord-255762-qd6fht8y	312	21	interval	interval	NN
cord-255762-qd6fht8y	312	22	.	.	.
cord-255762-qd6fht8y	313	1	All	all	DT
cord-255762-qd6fht8y	313	2	observed	observe	VBD
cord-255762-qd6fht8y	313	3	unit	unit	NN
cord-255762-qd6fht8y	313	4	prices	price	NNS
cord-255762-qd6fht8y	313	5	p	p	NNP
cord-255762-qd6fht8y	313	6	dhs	dhs	NNP
cord-255762-qd6fht8y	313	7	paid	pay	VBN
cord-255762-qd6fht8y	313	8	by	by	IN
cord-255762-qd6fht8y	313	9	PBs	PBs	NNPS
cord-255762-qd6fht8y	313	10	,	,	,
cord-255762-qd6fht8y	313	11	hence	hence	RB
cord-255762-qd6fht8y	313	12	the	the	DT
cord-255762-qd6fht8y	313	13	winning	win	VBG
cord-255762-qd6fht8y	313	14	bids	bid	NNS
cord-255762-qd6fht8y	313	15	,	,	,
cord-255762-qd6fht8y	313	16	are	be	VBP
cord-255762-qd6fht8y	313	17	then	then	RB
cord-255762-qd6fht8y	313	18	normalised	normalise	VBN
cord-255762-qd6fht8y	313	19	by	by	IN
cord-255762-qd6fht8y	313	20	dividing	divide	VBG
cord-255762-qd6fht8y	313	21	by	by	IN
cord-255762-qd6fht8y	313	22	α	α	NNP
cord-255762-qd6fht8y	313	23	d	d	NN
cord-255762-qd6fht8y	313	24	.	.	.
cord-255762-qd6fht8y	314	1	We	-PRON-	PRP
cord-255762-qd6fht8y	314	2	define	define	VBP
cord-255762-qd6fht8y	314	3	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	314	4	price	price	NN
cord-255762-qd6fht8y	314	5	p	p	NN
cord-255762-qd6fht8y	314	6	0hs	0hs	NN
cord-255762-qd6fht8y	314	7	as	as	IN
cord-255762-qd6fht8y	314	8	follows	follow	VBZ
cord-255762-qd6fht8y	314	9	:	:	:
cord-255762-qd6fht8y	315	1	This	this	DT
cord-255762-qd6fht8y	315	2	price	price	NN
cord-255762-qd6fht8y	315	3	p	p	NN
cord-255762-qd6fht8y	315	4	0hs	0hs	NN
cord-255762-qd6fht8y	315	5	is	be	VBZ
cord-255762-qd6fht8y	315	6	used	use	VBN
cord-255762-qd6fht8y	315	7	from	from	IN
cord-255762-qd6fht8y	315	8	now	now	RB
cord-255762-qd6fht8y	315	9	on	on	RB
cord-255762-qd6fht8y	315	10	to	to	TO
cord-255762-qd6fht8y	315	11	make	make	VB
cord-255762-qd6fht8y	315	12	all	all	DT
cord-255762-qd6fht8y	315	13	observations	observation	NNS
cord-255762-qd6fht8y	315	14	of	of	IN
cord-255762-qd6fht8y	315	15	our	-PRON-	PRP$
cord-255762-qd6fht8y	315	16	dataset	dataset	NN
cord-255762-qd6fht8y	315	17	comparable	comparable	JJ
cord-255762-qd6fht8y	315	18	and	and	CC
cord-255762-qd6fht8y	315	19	to	to	TO
cord-255762-qd6fht8y	315	20	obtain	obtain	VB
cord-255762-qd6fht8y	315	21	a	a	DT
cord-255762-qd6fht8y	315	22	consistent	consistent	JJ
cord-255762-qd6fht8y	315	23	estimate	estimate	NN
cord-255762-qd6fht8y	315	24	of	of	IN
cord-255762-qd6fht8y	315	25	the	the	DT
cord-255762-qd6fht8y	315	26	bid	bid	NN
cord-255762-qd6fht8y	315	27	that	that	WDT
cord-255762-qd6fht8y	315	28	each	each	DT
cord-255762-qd6fht8y	315	29	supplier	supplier	NN
cord-255762-qd6fht8y	315	30	would	would	MD
cord-255762-qd6fht8y	315	31	have	have	VB
cord-255762-qd6fht8y	315	32	submitted	submit	VBN
cord-255762-qd6fht8y	315	33	in	in	IN
cord-255762-qd6fht8y	315	34	an	an	DT
cord-255762-qd6fht8y	315	35	FPA	fpa	NN
cord-255762-qd6fht8y	315	36	for	for	IN
cord-255762-qd6fht8y	315	37	the	the	DT
cord-255762-qd6fht8y	315	38	provision	provision	NN
cord-255762-qd6fht8y	315	39	of	of	IN
cord-255762-qd6fht8y	315	40	a	a	DT
cord-255762-qd6fht8y	315	41	medical	medical	JJ
cord-255762-qd6fht8y	315	42	device	device	NN
cord-255762-qd6fht8y	315	43	of	of	IN
cord-255762-qd6fht8y	315	44	class	class	NN
cord-255762-qd6fht8y	315	45	0	0	CD
cord-255762-qd6fht8y	315	46	,	,	,
cord-255762-qd6fht8y	315	47	with	with	IN
cord-255762-qd6fht8y	315	48	α	α	NN
cord-255762-qd6fht8y	315	49	0	0	CD
cord-255762-qd6fht8y	315	50	=	=	SYM
cord-255762-qd6fht8y	315	51	1	1	CD
cord-255762-qd6fht8y	315	52	with	with	IN
cord-255762-qd6fht8y	315	53	the	the	DT
cord-255762-qd6fht8y	315	54	level	level	NN
cord-255762-qd6fht8y	315	55	of	of	IN
cord-255762-qd6fht8y	315	56	competition	competition	NN
cord-255762-qd6fht8y	315	57	N	n	CD
cord-255762-qd6fht8y	315	58	0h	0h	NN
cord-255762-qd6fht8y	315	59	.	.	.
cord-255762-qd6fht8y	316	1	The	the	DT
cord-255762-qd6fht8y	316	2	distribution	distribution	NN
cord-255762-qd6fht8y	316	3	of	of	IN
cord-255762-qd6fht8y	316	4	p	p	NN
cord-255762-qd6fht8y	316	5	0hs	0hs	NN
cord-255762-qd6fht8y	316	6	derived	derive	VBN
cord-255762-qd6fht8y	316	7	from	from	IN
cord-255762-qd6fht8y	316	8	the	the	DT
cord-255762-qd6fht8y	316	9	data	datum	NNS
cord-255762-qd6fht8y	316	10	is	be	VBZ
cord-255762-qd6fht8y	316	11	presented	present	VBN
cord-255762-qd6fht8y	316	12	in	in	IN
cord-255762-qd6fht8y	316	13	Figure	Figure	NNP
cord-255762-qd6fht8y	316	14	 	 	_SP
cord-255762-qd6fht8y	316	15	1	1	CD
cord-255762-qd6fht8y	316	16	.	.	.
cord-255762-qd6fht8y	317	1	In	in	IN
cord-255762-qd6fht8y	317	2	a	a	DT
cord-255762-qd6fht8y	317	3	FPA	fpa	NN
cord-255762-qd6fht8y	317	4	,	,	,
cord-255762-qd6fht8y	317	5	procurement	procurement	NN
cord-255762-qd6fht8y	317	6	framework	framework	NN
cord-255762-qd6fht8y	317	7	,	,	,
cord-255762-qd6fht8y	317	8	the	the	DT
cord-255762-qd6fht8y	317	9	lowest	low	JJS
cord-255762-qd6fht8y	317	10	bid	bid	NN
cord-255762-qd6fht8y	317	11	wins	win	NNS
cord-255762-qd6fht8y	317	12	.	.	.
cord-255762-qd6fht8y	318	1	The	the	DT
cord-255762-qd6fht8y	318	2	resulting	result	VBG
cord-255762-qd6fht8y	318	3	Nash	Nash	NNP
cord-255762-qd6fht8y	318	4	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	318	5	bid	bid	NN
cord-255762-qd6fht8y	318	6	p	p	NN
cord-255762-qd6fht8y	318	7	(	(	-LRB-
cord-255762-qd6fht8y	318	8	θ	θ	NN
cord-255762-qd6fht8y	318	9	i	i	NNP
cord-255762-qd6fht8y	318	10	)	)	-RRB-
cord-255762-qd6fht8y	318	11	of	of	IN
cord-255762-qd6fht8y	318	12	the	the	DT
cord-255762-qd6fht8y	318	13	i	i	NNP
cord-255762-qd6fht8y	318	14	-	-	HYPH
cord-255762-qd6fht8y	318	15	th	th	XX
cord-255762-qd6fht8y	318	16	bidder	bidder	NN
cord-255762-qd6fht8y	318	17	of	of	IN
cord-255762-qd6fht8y	318	18	type	type	NN
cord-255762-qd6fht8y	318	19	θ	θ	NN
cord-255762-qd6fht8y	318	20	i	i	PRP
cord-255762-qd6fht8y	318	21	is	be	VBZ
cord-255762-qd6fht8y	318	22	given	give	VBN
cord-255762-qd6fht8y	318	23	by	by	IN
cord-255762-qd6fht8y	318	24	the	the	DT
cord-255762-qd6fht8y	318	25	following	follow	VBG
cord-255762-qd6fht8y	318	26	:	:	:
cord-255762-qd6fht8y	319	1	Following	follow	VBG
cord-255762-qd6fht8y	319	2	GPV	GPV	NNP
cord-255762-qd6fht8y	319	3	,	,	,
cord-255762-qd6fht8y	319	4	Equation	equation	NN
cord-255762-qd6fht8y	319	5	(	(	-LRB-
cord-255762-qd6fht8y	319	6	9	9	CD
cord-255762-qd6fht8y	319	7	)	)	-RRB-
cord-255762-qd6fht8y	319	8	can	can	MD
cord-255762-qd6fht8y	319	9	be	be	VB
cord-255762-qd6fht8y	319	10	inverted	invert	VBN
cord-255762-qd6fht8y	319	11	to	to	TO
cord-255762-qd6fht8y	319	12	express	express	VB
cord-255762-qd6fht8y	319	13	the	the	DT
cord-255762-qd6fht8y	319	14	unobserved	unobserved	JJ
cord-255762-qd6fht8y	319	15	marginal	marginal	JJ
cord-255762-qd6fht8y	319	16	cost	cost	NN
cord-255762-qd6fht8y	319	17	θ	θ	NN
cord-255762-qd6fht8y	319	18	i	i	PRP
cord-255762-qd6fht8y	319	19	as	as	IN
cord-255762-qd6fht8y	319	20	a	a	DT
cord-255762-qd6fht8y	319	21	function	function	NN
cord-255762-qd6fht8y	319	22	of	of	IN
cord-255762-qd6fht8y	319	23	the	the	DT
cord-255762-qd6fht8y	319	24	observed	observed	JJ
cord-255762-qd6fht8y	319	25	prices	price	NNS
cord-255762-qd6fht8y	319	26	and	and	CC
cord-255762-qd6fht8y	319	27	price	price	NN
cord-255762-qd6fht8y	319	28	distribution	distribution	NN
cord-255762-qd6fht8y	319	29	observed	observe	VBN
cord-255762-qd6fht8y	319	30	through	through	IN
cord-255762-qd6fht8y	319	31	kernel	kernel	NN
cord-255762-qd6fht8y	319	32	estimation	estimation	NN
cord-255762-qd6fht8y	319	33	.	.	.
cord-255762-qd6fht8y	320	1	In	in	IN
cord-255762-qd6fht8y	320	2	our	-PRON-	PRP$
cord-255762-qd6fht8y	320	3	dataset	dataset	NN
cord-255762-qd6fht8y	320	4	,	,	,
cord-255762-qd6fht8y	320	5	for	for	IN
cord-255762-qd6fht8y	320	6	each	each	DT
cord-255762-qd6fht8y	320	7	auction	auction	NN
cord-255762-qd6fht8y	320	8	,	,	,
cord-255762-qd6fht8y	320	9	we	-PRON-	PRP
cord-255762-qd6fht8y	320	10	observe	observe	VBP
cord-255762-qd6fht8y	320	11	the	the	DT
cord-255762-qd6fht8y	320	12	winning	win	VBG
cord-255762-qd6fht8y	320	13	price	price	NN
cord-255762-qd6fht8y	320	14	rather	rather	RB
cord-255762-qd6fht8y	320	15	than	than	IN
cord-255762-qd6fht8y	320	16	all	all	PDT
cord-255762-qd6fht8y	320	17	the	the	DT
cord-255762-qd6fht8y	320	18	bids	bid	NNS
cord-255762-qd6fht8y	320	19	.	.	.
cord-255762-qd6fht8y	321	1	For	for	IN
cord-255762-qd6fht8y	321	2	standard	standard	JJ
cord-255762-qd6fht8y	321	3	FPAs	fpas	NN
cord-255762-qd6fht8y	321	4	,	,	,
cord-255762-qd6fht8y	321	5	Athey	Athey	NNP
cord-255762-qd6fht8y	321	6	and	and	CC
cord-255762-qd6fht8y	321	7	Haile	Haile	NNP
cord-255762-qd6fht8y	321	8	(	(	-LRB-
cord-255762-qd6fht8y	321	9	2002	2002	CD
cord-255762-qd6fht8y	321	10	)	)	-RRB-
cord-255762-qd6fht8y	321	11	propose	propose	VBP
cord-255762-qd6fht8y	321	12	using	use	VBG
cord-255762-qd6fht8y	321	13	the	the	DT
cord-255762-qd6fht8y	321	14	winning	win	VBG
cord-255762-qd6fht8y	321	15	prices	price	NNS
cord-255762-qd6fht8y	321	16	of	of	IN
cord-255762-qd6fht8y	321	17	multiple	multiple	JJ
cord-255762-qd6fht8y	321	18	auctions	auction	NNS
cord-255762-qd6fht8y	321	19	to	to	TO
cord-255762-qd6fht8y	321	20	identify	identify	VB
cord-255762-qd6fht8y	321	21	private	private	JJ
cord-255762-qd6fht8y	321	22	values	value	NNS
cord-255762-qd6fht8y	321	23	because	because	IN
cord-255762-qd6fht8y	321	24	the	the	DT
cord-255762-qd6fht8y	321	25	winning	win	VBG
cord-255762-qd6fht8y	321	26	price	price	NN
cord-255762-qd6fht8y	321	27	is	be	VBZ
cord-255762-qd6fht8y	321	28	the	the	DT
cord-255762-qd6fht8y	321	29	maximum	maximum	JJ
cord-255762-qd6fht8y	321	30	order	order	NN
cord-255762-qd6fht8y	321	31	statistic	statistic	NN
cord-255762-qd6fht8y	321	32	of	of	IN
cord-255762-qd6fht8y	321	33	bid	bid	NN
cord-255762-qd6fht8y	321	34	distribution	distribution	NN
cord-255762-qd6fht8y	321	35	for	for	IN
cord-255762-qd6fht8y	321	36	a	a	DT
cord-255762-qd6fht8y	321	37	given	give	VBN
cord-255762-qd6fht8y	321	38	level	level	NN
cord-255762-qd6fht8y	321	39	of	of	IN
cord-255762-qd6fht8y	321	40	participation	participation	NN
cord-255762-qd6fht8y	321	41	.	.	.
cord-255762-qd6fht8y	322	1	In	in	IN
cord-255762-qd6fht8y	322	2	a	a	DT
cord-255762-qd6fht8y	322	3	procurement	procurement	NN
cord-255762-qd6fht8y	322	4	framework	framework	NN
cord-255762-qd6fht8y	322	5	,	,	,
cord-255762-qd6fht8y	322	6	winning	win	VBG
cord-255762-qd6fht8y	322	7	prices	price	NNS
cord-255762-qd6fht8y	322	8	can	can	MD
cord-255762-qd6fht8y	322	9	be	be	VB
cord-255762-qd6fht8y	322	10	considered	consider	VBN
cord-255762-qd6fht8y	322	11	as	as	IN
cord-255762-qd6fht8y	322	12	the	the	DT
cord-255762-qd6fht8y	322	13	first	first	JJ
cord-255762-qd6fht8y	322	14	(	(	-LRB-
cord-255762-qd6fht8y	322	15	i.e.	i.e.	FW
cord-255762-qd6fht8y	322	16	minimum	minimum	JJ
cord-255762-qd6fht8y	322	17	)	)	-RRB-
cord-255762-qd6fht8y	322	18	order	order	NN
cord-255762-qd6fht8y	322	19	statistic	statistic	NN
cord-255762-qd6fht8y	322	20	of	of	IN
cord-255762-qd6fht8y	322	21	bid	bid	NN
cord-255762-qd6fht8y	322	22	distribution	distribution	NN
cord-255762-qd6fht8y	322	23	.	.	.
cord-255762-qd6fht8y	323	1	The	the	DT
cord-255762-qd6fht8y	323	2	structural	structural	JJ
cord-255762-qd6fht8y	323	3	equation	equation	NN
cord-255762-qd6fht8y	323	4	that	that	WDT
cord-255762-qd6fht8y	323	5	states	state	VBZ
cord-255762-qd6fht8y	323	6	unobserved	unobserved	JJ
cord-255762-qd6fht8y	323	7	marginal	marginal	JJ
cord-255762-qd6fht8y	323	8	costs	cost	NNS
cord-255762-qd6fht8y	323	9	as	as	IN
cord-255762-qd6fht8y	323	10	a	a	DT
cord-255762-qd6fht8y	323	11	non	non	JJ
cord-255762-qd6fht8y	323	12	-	-	JJ
cord-255762-qd6fht8y	323	13	parametric	parametric	JJ
cord-255762-qd6fht8y	323	14	function	function	NN
cord-255762-qd6fht8y	323	15	of	of	IN
cord-255762-qd6fht8y	323	16	observed	observe	VBN
cord-255762-qd6fht8y	323	17	winning	win	VBG
cord-255762-qd6fht8y	323	18	prices	price	NNS
cord-255762-qd6fht8y	323	19	,	,	,
cord-255762-qd6fht8y	323	20	winning	win	VBG
cord-255762-qd6fht8y	323	21	price	price	NN
cord-255762-qd6fht8y	323	22	distribution	distribution	NN
cord-255762-qd6fht8y	323	23	and	and	CC
cord-255762-qd6fht8y	323	24	the	the	DT
cord-255762-qd6fht8y	323	25	level	level	NN
cord-255762-qd6fht8y	323	26	of	of	IN
cord-255762-qd6fht8y	323	27	competition	competition	NN
cord-255762-qd6fht8y	323	28	is	be	VBZ
cord-255762-qd6fht8y	323	29	as	as	IN
cord-255762-qd6fht8y	323	30	follows	follow	VBZ
cord-255762-qd6fht8y	323	31	:	:	:
cord-255762-qd6fht8y	323	32	where	where	WRB
cord-255762-qd6fht8y	323	33	N	n	CD
cord-255762-qd6fht8y	323	34	0h	0h	NN
cord-255762-qd6fht8y	323	35	=	=	SYM
cord-255762-qd6fht8y	323	36	{	{	-LRB-
cord-255762-qd6fht8y	323	37	3	3	CD
cord-255762-qd6fht8y	323	38	,	,	,
cord-255762-qd6fht8y	323	39	8	8	CD
cord-255762-qd6fht8y	323	40	}	}	-RRB-
cord-255762-qd6fht8y	323	41	is	be	VBZ
cord-255762-qd6fht8y	323	42	the	the	DT
cord-255762-qd6fht8y	323	43	noisy	noisy	JJ
cord-255762-qd6fht8y	323	44	signal	signal	NN
cord-255762-qd6fht8y	323	45	about	about	IN
cord-255762-qd6fht8y	323	46	the	the	DT
cord-255762-qd6fht8y	323	47	level	level	NN
cord-255762-qd6fht8y	323	48	of	of	IN
cord-255762-qd6fht8y	323	49	competition	competition	NN
cord-255762-qd6fht8y	323	50	that	that	WDT
cord-255762-qd6fht8y	323	51	bidders	bidder	NNS
cord-255762-qd6fht8y	323	52	receive	receive	VBP
cord-255762-qd6fht8y	323	53	for	for	IN
cord-255762-qd6fht8y	323	54	the	the	DT
cord-255762-qd6fht8y	323	55	given	give	VBN
cord-255762-qd6fht8y	323	56	auction	auction	NN
cord-255762-qd6fht8y	323	57	,	,	,
cord-255762-qd6fht8y	323	58	G	G	NNP
cord-255762-qd6fht8y	323	59	(	(	-LRB-
cord-255762-qd6fht8y	323	60	1	1	CD
cord-255762-qd6fht8y	323	61	)	)	-RRB-
cord-255762-qd6fht8y	324	1	(	(	-LRB-
cord-255762-qd6fht8y	324	2	p	p	NN
cord-255762-qd6fht8y	324	3	0hs	0hs	JJ
cord-255762-qd6fht8y	324	4	|N	|n	CD
cord-255762-qd6fht8y	324	5	0h	0h	NNP
cord-255762-qd6fht8y	324	6	)	)	-RRB-
cord-255762-qd6fht8y	324	7	is	be	VBZ
cord-255762-qd6fht8y	324	8	the	the	DT
cord-255762-qd6fht8y	324	9	cumulative	cumulative	JJ
cord-255762-qd6fht8y	324	10	density	density	NN
cord-255762-qd6fht8y	324	11	function	function	NN
cord-255762-qd6fht8y	324	12	of	of	IN
cord-255762-qd6fht8y	324	13	all	all	DT
cord-255762-qd6fht8y	324	14	transaction	transaction	NN
cord-255762-qd6fht8y	324	15	prices	price	NNS
cord-255762-qd6fht8y	324	16	,	,	,
cord-255762-qd6fht8y	324	17	conditional	conditional	JJ
cord-255762-qd6fht8y	324	18	on	on	IN
cord-255762-qd6fht8y	324	19	N	n	CD
cord-255762-qd6fht8y	324	20	0h	0h	NNP
cord-255762-qd6fht8y	324	21	,	,	,
cord-255762-qd6fht8y	324	22	evaluated	evaluate	VBN
cord-255762-qd6fht8y	324	23	at	at	IN
cord-255762-qd6fht8y	324	24	p	p	CD
cord-255762-qd6fht8y	324	25	0hs	0hs	NN
cord-255762-qd6fht8y	324	26	,	,	,
cord-255762-qd6fht8y	324	27	and	and	CC
cord-255762-qd6fht8y	324	28	g	g	NN
cord-255762-qd6fht8y	324	29	(	(	-LRB-
cord-255762-qd6fht8y	324	30	1	1	CD
cord-255762-qd6fht8y	324	31	)	)	-RRB-
cord-255762-qd6fht8y	324	32	(	(	-LRB-
cord-255762-qd6fht8y	324	33	p	p	NN
cord-255762-qd6fht8y	324	34	0hs	0hs	JJ
cord-255762-qd6fht8y	324	35	|N	|n	CD
cord-255762-qd6fht8y	324	36	0h	0h	NNP
cord-255762-qd6fht8y	324	37	)	)	-RRB-
cord-255762-qd6fht8y	324	38	is	be	VBZ
cord-255762-qd6fht8y	324	39	its	-PRON-	PRP$
cord-255762-qd6fht8y	324	40	relative	relative	JJ
cord-255762-qd6fht8y	324	41	probability	probability	NN
cord-255762-qd6fht8y	324	42	density	density	NN
cord-255762-qd6fht8y	324	43	function	function	NN
cord-255762-qd6fht8y	324	44	.	.	.
cord-255762-qd6fht8y	325	1	The	the	DT
cord-255762-qd6fht8y	325	2	derivation	derivation	NN
cord-255762-qd6fht8y	325	3	of	of	IN
cord-255762-qd6fht8y	325	4	Equation	equation	NN
cord-255762-qd6fht8y	325	5	(	(	-LRB-
cord-255762-qd6fht8y	325	6	10	10	CD
cord-255762-qd6fht8y	325	7	)	)	-RRB-
cord-255762-qd6fht8y	325	8	is	be	VBZ
cord-255762-qd6fht8y	325	9	presented	present	VBN
cord-255762-qd6fht8y	325	10	in	in	IN
cord-255762-qd6fht8y	325	11	Appendix	Appendix	NNP
cord-255762-qd6fht8y	325	12	A.3	A.3	NNP
cord-255762-qd6fht8y	325	13	.	.	.
cord-255762-qd6fht8y	326	1	The	the	DT
cord-255762-qd6fht8y	326	2	resulting	result	VBG
cord-255762-qd6fht8y	326	3	distribution	distribution	NN
cord-255762-qd6fht8y	326	4	of	of	IN
cord-255762-qd6fht8y	326	5	θ	θ	NN
cord-255762-qd6fht8y	326	6	s	s	NN
cord-255762-qd6fht8y	326	7	based	base	VBN
cord-255762-qd6fht8y	326	8	on	on	IN
cord-255762-qd6fht8y	326	9	our	-PRON-	PRP$
cord-255762-qd6fht8y	326	10	sample	sample	NN
cord-255762-qd6fht8y	326	11	is	be	VBZ
cord-255762-qd6fht8y	326	12	plotted	plot	VBN
cord-255762-qd6fht8y	326	13	in	in	IN
cord-255762-qd6fht8y	326	14	Figure	figure	NN
cord-255762-qd6fht8y	326	15	2	2	CD
cord-255762-qd6fht8y	326	16	.	.	.
cord-255762-qd6fht8y	327	1	Since	since	IN
cord-255762-qd6fht8y	327	2	we	-PRON-	PRP
cord-255762-qd6fht8y	327	3	impose	impose	VBP
cord-255762-qd6fht8y	327	4	no	no	DT
cord-255762-qd6fht8y	327	5	constraint	constraint	NN
cord-255762-qd6fht8y	327	6	on	on	IN
cord-255762-qd6fht8y	327	7	Equation	equation	NN
cord-255762-qd6fht8y	327	8	(	(	-LRB-
cord-255762-qd6fht8y	327	9	10	10	CD
cord-255762-qd6fht8y	327	10	)	)	-RRB-
cord-255762-qd6fht8y	327	11	,	,	,
cord-255762-qd6fht8y	327	12	estimates	estimate	NNS
cord-255762-qd6fht8y	327	13	of	of	IN
cord-255762-qd6fht8y	327	14	the	the	DT
cord-255762-qd6fht8y	327	15	private	private	JJ
cord-255762-qd6fht8y	327	16	value	value	NN
cord-255762-qd6fht8y	327	17	θ	θ	NN
cord-255762-qd6fht8y	327	18	s	s	PRP
cord-255762-qd6fht8y	327	19	can	can	MD
cord-255762-qd6fht8y	327	20	be	be	VB
cord-255762-qd6fht8y	327	21	negative	negative	JJ
cord-255762-qd6fht8y	327	22	.	.	.
cord-255762-qd6fht8y	328	1	Indeed	indeed	RB
cord-255762-qd6fht8y	328	2	,	,	,
cord-255762-qd6fht8y	328	3	the	the	DT
cord-255762-qd6fht8y	328	4	distribution	distribution	NN
cord-255762-qd6fht8y	328	5	in	in	IN
cord-255762-qd6fht8y	328	6	Figure	figure	NN
cord-255762-qd6fht8y	328	7	2	2	CD
cord-255762-qd6fht8y	328	8	displays	display	VBZ
cord-255762-qd6fht8y	328	9	negative	negative	JJ
cord-255762-qd6fht8y	328	10	values	value	NNS
cord-255762-qd6fht8y	328	11	in	in	IN
cord-255762-qd6fht8y	328	12	26	26	CD
cord-255762-qd6fht8y	328	13	%	%	NN
cord-255762-qd6fht8y	328	14	of	of	IN
cord-255762-qd6fht8y	328	15	cases	case	NNS
cord-255762-qd6fht8y	328	16	.	.	.
cord-255762-qd6fht8y	329	1	The	the	DT
cord-255762-qd6fht8y	329	2	distribution	distribution	NN
cord-255762-qd6fht8y	329	3	of	of	IN
cord-255762-qd6fht8y	329	4	private	private	JJ
cord-255762-qd6fht8y	329	5	values	value	NNS
cord-255762-qd6fht8y	329	6	is	be	VBZ
cord-255762-qd6fht8y	329	7	based	base	VBN
cord-255762-qd6fht8y	329	8	on	on	IN
cord-255762-qd6fht8y	329	9	our	-PRON-	PRP$
cord-255762-qd6fht8y	329	10	benchmark	benchmark	JJ
cord-255762-qd6fht8y	329	11	sample	sample	NN
cord-255762-qd6fht8y	329	12	in	in	IN
cord-255762-qd6fht8y	329	13	order	order	NN
cord-255762-qd6fht8y	329	14	to	to	TO
cord-255762-qd6fht8y	329	15	use	use	VB
cord-255762-qd6fht8y	329	16	as	as	IN
cord-255762-qd6fht8y	329	17	many	many	JJ
cord-255762-qd6fht8y	329	18	observations	observation	NNS
cord-255762-qd6fht8y	329	19	as	as	IN
cord-255762-qd6fht8y	329	20	possible	possible	JJ
cord-255762-qd6fht8y	329	21	.	.	.
cord-255762-qd6fht8y	330	1	However	however	RB
cord-255762-qd6fht8y	330	2	,	,	,
cord-255762-qd6fht8y	330	3	we	-PRON-	PRP
cord-255762-qd6fht8y	330	4	find	find	VBP
cord-255762-qd6fht8y	330	5	a	a	DT
cord-255762-qd6fht8y	330	6	similar	similar	JJ
cord-255762-qd6fht8y	330	7	distribution	distribution	NN
cord-255762-qd6fht8y	330	8	if	if	IN
cord-255762-qd6fht8y	330	9	we	-PRON-	PRP
cord-255762-qd6fht8y	330	10	restrict	restrict	VBP
cord-255762-qd6fht8y	330	11	our	-PRON-	PRP$
cord-255762-qd6fht8y	330	12	attention	attention	NN
cord-255762-qd6fht8y	330	13	to	to	IN
cord-255762-qd6fht8y	330	14	several	several	JJ
cord-255762-qd6fht8y	330	15	sub	sub	NN
cord-255762-qd6fht8y	330	16	-	-	NNS
cord-255762-qd6fht8y	330	17	samples	sample	NNS
cord-255762-qd6fht8y	330	18	of	of	IN
cord-255762-qd6fht8y	330	19	the	the	DT
cord-255762-qd6fht8y	330	20	data	datum	NNS
cord-255762-qd6fht8y	330	21	,	,	,
cord-255762-qd6fht8y	330	22	that	that	RB
cord-255762-qd6fht8y	330	23	is	is	RB
cord-255762-qd6fht8y	330	24	,	,	,
cord-255762-qd6fht8y	330	25	if	if	IN
cord-255762-qd6fht8y	330	26	we	-PRON-	PRP
cord-255762-qd6fht8y	330	27	concentrate	concentrate	VBP
cord-255762-qd6fht8y	330	28	on	on	IN
cord-255762-qd6fht8y	330	29	bidders	bidder	NNS
cord-255762-qd6fht8y	330	30	who	who	WP
cord-255762-qd6fht8y	330	31	manufacture	manufacture	VBP
cord-255762-qd6fht8y	330	32	the	the	DT
cord-255762-qd6fht8y	330	33	devices	device	NNS
cord-255762-qd6fht8y	330	34	(	(	-LRB-
cord-255762-qd6fht8y	330	35	ignoring	ignore	VBG
cord-255762-qd6fht8y	330	36	bidders	bidder	NNS
cord-255762-qd6fht8y	330	37	who	who	WP
cord-255762-qd6fht8y	330	38	are	be	VBP
cord-255762-qd6fht8y	330	39	merely	merely	RB
cord-255762-qd6fht8y	330	40	sellers	seller	NNS
cord-255762-qd6fht8y	330	41	)	)	-RRB-
cord-255762-qd6fht8y	330	42	,	,	,
cord-255762-qd6fht8y	330	43	if	if	IN
cord-255762-qd6fht8y	330	44	we	-PRON-	PRP
cord-255762-qd6fht8y	330	45	separate	separate	VBP
cord-255762-qd6fht8y	330	46	auctions	auction	NNS
cord-255762-qd6fht8y	330	47	with	with	IN
cord-255762-qd6fht8y	330	48	reference	reference	NN
cord-255762-qd6fht8y	330	49	prices	price	NNS
cord-255762-qd6fht8y	330	50	from	from	IN
cord-255762-qd6fht8y	330	51	auctions	auction	NNS
cord-255762-qd6fht8y	330	52	without	without	IN
cord-255762-qd6fht8y	330	53	reference	reference	NN
cord-255762-qd6fht8y	330	54	prices	price	NNS
cord-255762-qd6fht8y	330	55	,	,	,
cord-255762-qd6fht8y	330	56	and	and	CC
cord-255762-qd6fht8y	330	57	if	if	IN
cord-255762-qd6fht8y	330	58	we	-PRON-	PRP
cord-255762-qd6fht8y	330	59	look	look	VBP
cord-255762-qd6fht8y	330	60	at	at	IN
cord-255762-qd6fht8y	330	61	devices	device	NNS
cord-255762-qd6fht8y	330	62	or	or	CC
cord-255762-qd6fht8y	330	63	PBs	pb	NNS
cord-255762-qd6fht8y	330	64	with	with	IN
cord-255762-qd6fht8y	330	65	more	more	JJR
cord-255762-qd6fht8y	330	66	observations	observation	NNS
cord-255762-qd6fht8y	330	67	.	.	.
cord-255762-qd6fht8y	331	1	Details	detail	NNS
cord-255762-qd6fht8y	331	2	of	of	IN
cord-255762-qd6fht8y	331	3	these	these	DT
cord-255762-qd6fht8y	331	4	robustness	robustness	NN
cord-255762-qd6fht8y	331	5	checks	check	NNS
cord-255762-qd6fht8y	331	6	are	be	VBP
cord-255762-qd6fht8y	331	7	discussed	discuss	VBN
cord-255762-qd6fht8y	331	8	in	in	IN
cord-255762-qd6fht8y	331	9	Subsection	Subsection	NNP
cord-255762-qd6fht8y	331	10	3.2.3	3.2.3	CD
cord-255762-qd6fht8y	331	11	below	below	RB
cord-255762-qd6fht8y	331	12	.	.	.
cord-255762-qd6fht8y	332	1	The	the	DT
cord-255762-qd6fht8y	332	2	fact	fact	NN
cord-255762-qd6fht8y	332	3	that	that	IN
cord-255762-qd6fht8y	332	4	the	the	DT
cord-255762-qd6fht8y	332	5	distribution	distribution	NN
cord-255762-qd6fht8y	332	6	of	of	IN
cord-255762-qd6fht8y	332	7	private	private	JJ
cord-255762-qd6fht8y	332	8	values	value	NNS
cord-255762-qd6fht8y	332	9	includes	include	VBZ
cord-255762-qd6fht8y	332	10	negative	negative	JJ
cord-255762-qd6fht8y	332	11	values	value	NNS
cord-255762-qd6fht8y	332	12	is	be	VBZ
cord-255762-qd6fht8y	332	13	not	not	RB
cord-255762-qd6fht8y	332	14	a	a	DT
cord-255762-qd6fht8y	332	15	problem	problem	NN
cord-255762-qd6fht8y	332	16	for	for	IN
cord-255762-qd6fht8y	332	17	subsequent	subsequent	JJ
cord-255762-qd6fht8y	332	18	analysis	analysis	NN
cord-255762-qd6fht8y	332	19	,	,	,
cord-255762-qd6fht8y	332	20	because	because	IN
cord-255762-qd6fht8y	332	21	we	-PRON-	PRP
cord-255762-qd6fht8y	332	22	need	need	VBP
cord-255762-qd6fht8y	332	23	only	only	RB
cord-255762-qd6fht8y	332	24	one	one	CD
cord-255762-qd6fht8y	332	25	representative	representative	JJ
cord-255762-qd6fht8y	332	26	value	value	NN
cord-255762-qd6fht8y	332	27	from	from	IN
cord-255762-qd6fht8y	332	28	the	the	DT
cord-255762-qd6fht8y	332	29	distribution	distribution	NN
cord-255762-qd6fht8y	332	30	.	.	.
cord-255762-qd6fht8y	333	1	Indeed	indeed	RB
cord-255762-qd6fht8y	333	2	,	,	,
cord-255762-qd6fht8y	333	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	333	4	analysis	analysis	NN
cord-255762-qd6fht8y	333	5	requires	require	VBZ
cord-255762-qd6fht8y	333	6	us	-PRON-	PRP
cord-255762-qd6fht8y	333	7	to	to	TO
cord-255762-qd6fht8y	333	8	choose	choose	VB
cord-255762-qd6fht8y	333	9	a	a	DT
cord-255762-qd6fht8y	333	10	benchmark	benchmark	JJ
cord-255762-qd6fht8y	333	11	supplier	supplier	NN
cord-255762-qd6fht8y	333	12	,	,	,
cord-255762-qd6fht8y	333	13	the	the	DT
cord-255762-qd6fht8y	333	14	same	same	JJ
cord-255762-qd6fht8y	333	15	for	for	IN
cord-255762-qd6fht8y	333	16	all	all	DT
cord-255762-qd6fht8y	333	17	medical	medical	JJ
cord-255762-qd6fht8y	333	18	devices	device	NNS
cord-255762-qd6fht8y	333	19	.	.	.
cord-255762-qd6fht8y	334	1	The	the	DT
cord-255762-qd6fht8y	334	2	prices	price	NNS
cord-255762-qd6fht8y	334	3	paid	pay	VBN
cord-255762-qd6fht8y	334	4	by	by	IN
cord-255762-qd6fht8y	334	5	different	different	JJ
cord-255762-qd6fht8y	334	6	PBs	pb	NNS
cord-255762-qd6fht8y	334	7	are	be	VBP
cord-255762-qd6fht8y	334	8	then	then	RB
cord-255762-qd6fht8y	334	9	compared	compare	VBN
cord-255762-qd6fht8y	334	10	to	to	IN
cord-255762-qd6fht8y	334	11	the	the	DT
cord-255762-qd6fht8y	334	12	marginal	marginal	JJ
cord-255762-qd6fht8y	334	13	costs	cost	NNS
cord-255762-qd6fht8y	334	14	of	of	IN
cord-255762-qd6fht8y	334	15	that	that	DT
cord-255762-qd6fht8y	334	16	supplier	supplier	NN
cord-255762-qd6fht8y	334	17	.	.	.
cord-255762-qd6fht8y	335	1	We	-PRON-	PRP
cord-255762-qd6fht8y	335	2	choose	choose	VBP
cord-255762-qd6fht8y	335	3	the	the	DT
cord-255762-qd6fht8y	335	4	median	median	JJ
cord-255762-qd6fht8y	335	5	value	value	NN
cord-255762-qd6fht8y	335	6	θ	θ	NN
cord-255762-qd6fht8y	335	7	0	0	CD
cord-255762-qd6fht8y	335	8	of	of	IN
cord-255762-qd6fht8y	335	9	the	the	DT
cord-255762-qd6fht8y	335	10	distribution	distribution	NN
cord-255762-qd6fht8y	335	11	and	and	CC
cord-255762-qd6fht8y	335	12	,	,	,
cord-255762-qd6fht8y	335	13	accordingly	accordingly	RB
cord-255762-qd6fht8y	335	14	,	,	,
cord-255762-qd6fht8y	335	15	use	use	VB
cord-255762-qd6fht8y	335	16	Equation	equation	NN
cord-255762-qd6fht8y	335	17	(	(	-LRB-
cord-255762-qd6fht8y	335	18	5	5	CD
cord-255762-qd6fht8y	335	19	)	)	-RRB-
cord-255762-qd6fht8y	335	20	to	to	TO
cord-255762-qd6fht8y	335	21	obtain	obtain	VB
cord-255762-qd6fht8y	335	22	the	the	DT
cord-255762-qd6fht8y	335	23	benchmark	benchmark	JJ
cord-255762-qd6fht8y	335	24	marginal	marginal	JJ
cord-255762-qd6fht8y	335	25	cost	cost	NN
cord-255762-qd6fht8y	335	26	c	c	NN
cord-255762-qd6fht8y	335	27	d0	d0	NN
cord-255762-qd6fht8y	335	28	for	for	IN
cord-255762-qd6fht8y	335	29	each	each	DT
cord-255762-qd6fht8y	335	30	class	class	NN
cord-255762-qd6fht8y	335	31	d	d	NN
cord-255762-qd6fht8y	335	32	,	,	,
cord-255762-qd6fht8y	335	33	as	as	IN
cord-255762-qd6fht8y	335	34	follows	follow	VBZ
cord-255762-qd6fht8y	335	35	:	:	:
cord-255762-qd6fht8y	335	36	24	24	CD
cord-255762-qd6fht8y	336	1	We	-PRON-	PRP
cord-255762-qd6fht8y	336	2	use	use	VBP
cord-255762-qd6fht8y	336	3	the	the	DT
cord-255762-qd6fht8y	336	4	median	median	JJ
cord-255762-qd6fht8y	336	5	marginal	marginal	JJ
cord-255762-qd6fht8y	336	6	cost	cost	NN
cord-255762-qd6fht8y	336	7	mainly	mainly	RB
cord-255762-qd6fht8y	336	8	for	for	IN
cord-255762-qd6fht8y	336	9	two	two	CD
cord-255762-qd6fht8y	336	10	reasons	reason	NNS
cord-255762-qd6fht8y	336	11	:	:	:
cord-255762-qd6fht8y	337	1	(	(	-LRB-
cord-255762-qd6fht8y	337	2	i	i	NN
cord-255762-qd6fht8y	337	3	)	)	-RRB-
cord-255762-qd6fht8y	337	4	deviations	deviation	NNS
cord-255762-qd6fht8y	337	5	from	from	IN
cord-255762-qd6fht8y	337	6	a	a	DT
cord-255762-qd6fht8y	337	7	median	median	JJ
cord-255762-qd6fht8y	337	8	value	value	NN
cord-255762-qd6fht8y	337	9	provide	provide	VB
cord-255762-qd6fht8y	337	10	a	a	DT
cord-255762-qd6fht8y	337	11	simple	simple	JJ
cord-255762-qd6fht8y	337	12	interpretation	interpretation	NN
cord-255762-qd6fht8y	337	13	of	of	IN
cord-255762-qd6fht8y	337	14	the	the	DT
cord-255762-qd6fht8y	337	15	price	price	NN
cord-255762-qd6fht8y	337	16	-	-	HYPH
cord-255762-qd6fht8y	337	17	cost	cost	NN
cord-255762-qd6fht8y	337	18	difference	difference	NN
cord-255762-qd6fht8y	337	19	(	(	-LRB-
cord-255762-qd6fht8y	337	20	p	p	NN
cord-255762-qd6fht8y	337	21	dhs	dhs	NNP
cord-255762-qd6fht8y	337	22	−	−	NNP
cord-255762-qd6fht8y	337	23	c	c	NN
cord-255762-qd6fht8y	337	24	d0	d0	NNP
cord-255762-qd6fht8y	337	25	)	)	-RRB-
cord-255762-qd6fht8y	337	26	used	use	VBD
cord-255762-qd6fht8y	337	27	to	to	TO
cord-255762-qd6fht8y	337	28	derive	derive	VB
cord-255762-qd6fht8y	337	29	PB	PB	NNP
cord-255762-qd6fht8y	337	30	competence	competence	NN
cord-255762-qd6fht8y	337	31	,	,	,
cord-255762-qd6fht8y	337	32	as	as	IN
cord-255762-qd6fht8y	337	33	it	-PRON-	PRP
cord-255762-qd6fht8y	337	34	measures	measure	VBZ
cord-255762-qd6fht8y	337	35	how	how	WRB
cord-255762-qd6fht8y	337	36	much	much	JJ
cord-255762-qd6fht8y	337	37	the	the	DT
cord-255762-qd6fht8y	337	38	winning	win	VBG
cord-255762-qd6fht8y	337	39	supplier	supplier	NN
cord-255762-qd6fht8y	337	40	differs	differ	VBZ
cord-255762-qd6fht8y	337	41	from	from	IN
cord-255762-qd6fht8y	337	42	a	a	DT
cord-255762-qd6fht8y	337	43	representative	representative	NN
cord-255762-qd6fht8y	337	44	,	,	,
cord-255762-qd6fht8y	337	45	median	median	JJ
cord-255762-qd6fht8y	337	46	value	value	NN
cord-255762-qd6fht8y	337	47	;	;	,
cord-255762-qd6fht8y	337	48	(	(	-LRB-
cord-255762-qd6fht8y	337	49	ii	ii	NN
cord-255762-qd6fht8y	337	50	)	)	-RRB-
cord-255762-qd6fht8y	337	51	the	the	DT
cord-255762-qd6fht8y	337	52	median	median	JJ
cord-255762-qd6fht8y	337	53	value	value	NN
cord-255762-qd6fht8y	337	54	is	be	VBZ
cord-255762-qd6fht8y	337	55	a	a	DT
cord-255762-qd6fht8y	337	56	robust	robust	JJ
cord-255762-qd6fht8y	337	57	choice	choice	NN
cord-255762-qd6fht8y	337	58	,	,	,
cord-255762-qd6fht8y	337	59	as	as	IN
cord-255762-qd6fht8y	337	60	the	the	DT
cord-255762-qd6fht8y	337	61	distribution	distribution	NN
cord-255762-qd6fht8y	337	62	of	of	IN
cord-255762-qd6fht8y	337	63	the	the	DT
cord-255762-qd6fht8y	337	64	private	private	JJ
cord-255762-qd6fht8y	337	65	values	value	NNS
cord-255762-qd6fht8y	337	66	is	be	VBZ
cord-255762-qd6fht8y	337	67	structurally	structurally	RB
cord-255762-qd6fht8y	337	68	estimated	estimate	VBN
cord-255762-qd6fht8y	337	69	and	and	CC
cord-255762-qd6fht8y	337	70	not	not	RB
cord-255762-qd6fht8y	337	71	directly	directly	RB
cord-255762-qd6fht8y	337	72	observed	observe	VBN
cord-255762-qd6fht8y	337	73	by	by	IN
cord-255762-qd6fht8y	337	74	the	the	DT
cord-255762-qd6fht8y	337	75	econometrician	econometrician	NN
cord-255762-qd6fht8y	337	76	.	.	.
cord-255762-qd6fht8y	338	1	While	while	IN
cord-255762-qd6fht8y	338	2	reasonable	reasonable	JJ
cord-255762-qd6fht8y	338	3	,	,	,
cord-255762-qd6fht8y	338	4	using	use	VBG
cord-255762-qd6fht8y	338	5	the	the	DT
cord-255762-qd6fht8y	338	6	median	median	JJ
cord-255762-qd6fht8y	338	7	private	private	JJ
cord-255762-qd6fht8y	338	8	value	value	NN
cord-255762-qd6fht8y	338	9	is	be	VBZ
cord-255762-qd6fht8y	338	10	an	an	DT
cord-255762-qd6fht8y	338	11	arbitrary	arbitrary	JJ
cord-255762-qd6fht8y	338	12	decision	decision	NN
cord-255762-qd6fht8y	338	13	.	.	.
cord-255762-qd6fht8y	339	1	The	the	DT
cord-255762-qd6fht8y	339	2	choice	choice	NN
cord-255762-qd6fht8y	339	3	of	of	IN
cord-255762-qd6fht8y	339	4	the	the	DT
cord-255762-qd6fht8y	339	5	benchmark	benchmark	JJ
cord-255762-qd6fht8y	339	6	value	value	NN
cord-255762-qd6fht8y	339	7	has	have	VBZ
cord-255762-qd6fht8y	339	8	consequences	consequence	NNS
cord-255762-qd6fht8y	339	9	for	for	IN
cord-255762-qd6fht8y	339	10	Equation	equation	NN
cord-255762-qd6fht8y	339	11	(	(	-LRB-
cord-255762-qd6fht8y	339	12	4	4	CD
cord-255762-qd6fht8y	339	13	)	)	-RRB-
cord-255762-qd6fht8y	339	14	and	and	CC
cord-255762-qd6fht8y	339	15	in	in	IN
cord-255762-qd6fht8y	339	16	particular	particular	JJ
cord-255762-qd6fht8y	339	17	for	for	IN
cord-255762-qd6fht8y	339	18	the	the	DT
cord-255762-qd6fht8y	339	19	PBspecific	PBspecific	NNP
cord-255762-qd6fht8y	339	20	effect	effect	NN
cord-255762-qd6fht8y	339	21	γ	γ	NN
cord-255762-qd6fht8y	339	22	h	h	NN
cord-255762-qd6fht8y	339	23	.	.	.
cord-255762-qd6fht8y	340	1	In	in	IN
cord-255762-qd6fht8y	340	2	our	-PRON-	PRP$
cord-255762-qd6fht8y	340	3	case	case	NN
cord-255762-qd6fht8y	340	4	,	,	,
cord-255762-qd6fht8y	340	5	γ	γ	NNP
cord-255762-qd6fht8y	340	6	h	h	NNP
cord-255762-qd6fht8y	340	7	describes	describe	VBZ
cord-255762-qd6fht8y	340	8	the	the	DT
cord-255762-qd6fht8y	340	9	PB	PB	NNP
cord-255762-qd6fht8y	340	10	effect	effect	NN
cord-255762-qd6fht8y	340	11	compared	compare	VBN
cord-255762-qd6fht8y	340	12	to	to	IN
cord-255762-qd6fht8y	340	13	the	the	DT
cord-255762-qd6fht8y	340	14	median	median	JJ
cord-255762-qd6fht8y	340	15	supplier	supplier	NN
cord-255762-qd6fht8y	340	16	.	.	.
cord-255762-qd6fht8y	341	1	However	however	RB
cord-255762-qd6fht8y	341	2	,	,	,
cord-255762-qd6fht8y	341	3	changing	change	VBG
cord-255762-qd6fht8y	341	4	the	the	DT
cord-255762-qd6fht8y	341	5	benchmark	benchmark	JJ
cord-255762-qd6fht8y	341	6	value	value	NN
cord-255762-qd6fht8y	341	7	does	do	VBZ
cord-255762-qd6fht8y	341	8	not	not	RB
cord-255762-qd6fht8y	341	9	alter	alter	VB
cord-255762-qd6fht8y	341	10	the	the	DT
cord-255762-qd6fht8y	341	11	subsequent	subsequent	JJ
cord-255762-qd6fht8y	341	12	analysis	analysis	NN
cord-255762-qd6fht8y	341	13	:	:	:
cord-255762-qd6fht8y	341	14	since	since	IN
cord-255762-qd6fht8y	341	15	it	-PRON-	PRP
cord-255762-qd6fht8y	341	16	is	be	VBZ
cord-255762-qd6fht8y	341	17	constant	constant	JJ
cord-255762-qd6fht8y	341	18	with	with	IN
cord-255762-qd6fht8y	341	19	respect	respect	NN
cord-255762-qd6fht8y	341	20	to	to	IN
cord-255762-qd6fht8y	341	21	the	the	DT
cord-255762-qd6fht8y	341	22	PB	PB	NNP
cord-255762-qd6fht8y	341	23	,	,	,
cord-255762-qd6fht8y	341	24	the	the	DT
cord-255762-qd6fht8y	341	25	PB	pb	NN
cord-255762-qd6fht8y	341	26	-	-	HYPH
cord-255762-qd6fht8y	341	27	specific	specific	JJ
cord-255762-qd6fht8y	341	28	effect	effect	NN
cord-255762-qd6fht8y	341	29	γ	γ	NN
cord-255762-qd6fht8y	341	30	h	h	NN
cord-255762-qd6fht8y	341	31	may	may	MD
cord-255762-qd6fht8y	341	32	change	change	VB
cord-255762-qd6fht8y	341	33	in	in	IN
cord-255762-qd6fht8y	341	34	size	size	NN
cord-255762-qd6fht8y	341	35	,	,	,
cord-255762-qd6fht8y	341	36	but	but	CC
cord-255762-qd6fht8y	341	37	it	-PRON-	PRP
cord-255762-qd6fht8y	341	38	maintains	maintain	VBZ
cord-255762-qd6fht8y	341	39	the	the	DT
cord-255762-qd6fht8y	341	40	same	same	JJ
cord-255762-qd6fht8y	341	41	ranking	ranking	NN
cord-255762-qd6fht8y	341	42	.	.	.
cord-255762-qd6fht8y	342	1	In	in	IN
cord-255762-qd6fht8y	342	2	Appendix	Appendix	NNP
cord-255762-qd6fht8y	342	3	A.7.3	A.7.3	NNP
cord-255762-qd6fht8y	342	4	we	-PRON-	PRP
cord-255762-qd6fht8y	342	5	replicate	replicate	VBP
cord-255762-qd6fht8y	342	6	the	the	DT
cord-255762-qd6fht8y	342	7	benchmark	benchmark	JJ
cord-255762-qd6fht8y	342	8	results	result	NNS
cord-255762-qd6fht8y	342	9	of	of	IN
cord-255762-qd6fht8y	342	10	Section	section	NN
cord-255762-qd6fht8y	342	11	4	4	CD
cord-255762-qd6fht8y	342	12	when	when	WRB
cord-255762-qd6fht8y	342	13	taking	take	VBG
cord-255762-qd6fht8y	342	14	the	the	DT
cord-255762-qd6fht8y	342	15	33rd	33rd	JJ
cord-255762-qd6fht8y	342	16	and	and	CC
cord-255762-qd6fht8y	342	17	67th	67th	JJ
cord-255762-qd6fht8y	342	18	percentiles	percentile	NNS
cord-255762-qd6fht8y	342	19	from	from	IN
cord-255762-qd6fht8y	342	20	the	the	DT
cord-255762-qd6fht8y	342	21	distribution	distribution	NN
cord-255762-qd6fht8y	342	22	of	of	IN
cord-255762-qd6fht8y	342	23	private	private	JJ
cord-255762-qd6fht8y	342	24	values	value	NNS
cord-255762-qd6fht8y	342	25	.	.	.
cord-255762-qd6fht8y	343	1	The	the	DT
cord-255762-qd6fht8y	343	2	key	key	JJ
cord-255762-qd6fht8y	343	3	results	result	NNS
cord-255762-qd6fht8y	343	4	are	be	VBP
cord-255762-qd6fht8y	343	5	unaltered	unaltered	JJ
cord-255762-qd6fht8y	343	6	.	.	.
cord-255762-qd6fht8y	344	1	To	to	TO
cord-255762-qd6fht8y	344	2	investigate	investigate	VB
cord-255762-qd6fht8y	344	3	PB	PB	NNP
cord-255762-qd6fht8y	344	4	competence	competence	NN
cord-255762-qd6fht8y	344	5	in	in	IN
cord-255762-qd6fht8y	344	6	relation	relation	NN
cord-255762-qd6fht8y	344	7	to	to	IN
cord-255762-qd6fht8y	344	8	the	the	DT
cord-255762-qd6fht8y	344	9	procurement	procurement	NN
cord-255762-qd6fht8y	344	10	of	of	IN
cord-255762-qd6fht8y	344	11	medical	medical	JJ
cord-255762-qd6fht8y	344	12	devices	device	NNS
cord-255762-qd6fht8y	344	13	,	,	,
cord-255762-qd6fht8y	344	14	we	-PRON-	PRP
cord-255762-qd6fht8y	344	15	consider	consider	VBP
cord-255762-qd6fht8y	344	16	c	c	NN
cord-255762-qd6fht8y	344	17	d0	d0	NNP
cord-255762-qd6fht8y	344	18	,	,	,
cord-255762-qd6fht8y	344	19	along	along	IN
cord-255762-qd6fht8y	344	20	with	with	IN
cord-255762-qd6fht8y	344	21	the	the	DT
cord-255762-qd6fht8y	344	22	price	price	NN
cord-255762-qd6fht8y	344	23	paid	pay	VBN
cord-255762-qd6fht8y	344	24	by	by	IN
cord-255762-qd6fht8y	344	25	the	the	DT
cord-255762-qd6fht8y	344	26	PB	PB	NNP
cord-255762-qd6fht8y	344	27	.	.	.
cord-255762-qd6fht8y	345	1	In	in	IN
cord-255762-qd6fht8y	345	2	our	-PRON-	PRP$
cord-255762-qd6fht8y	345	3	dataset	dataset	NN
cord-255762-qd6fht8y	345	4	,	,	,
cord-255762-qd6fht8y	345	5	benchmark	benchmark	JJ
cord-255762-qd6fht8y	345	6	marginal	marginal	JJ
cord-255762-qd6fht8y	345	7	costs	cost	NNS
cord-255762-qd6fht8y	345	8	are	be	VBP
cord-255762-qd6fht8y	345	9	always	always	RB
cord-255762-qd6fht8y	345	10	above	above	IN
cord-255762-qd6fht8y	345	11	zero	zero	CD
cord-255762-qd6fht8y	345	12	and	and	CC
cord-255762-qd6fht8y	345	13	,	,	,
cord-255762-qd6fht8y	345	14	except	except	IN
cord-255762-qd6fht8y	345	15	in	in	IN
cord-255762-qd6fht8y	345	16	6.7	6.7	CD
cord-255762-qd6fht8y	345	17	%	%	NN
cord-255762-qd6fht8y	345	18	of	of	IN
cord-255762-qd6fht8y	345	19	our	-PRON-	PRP$
cord-255762-qd6fht8y	345	20	observations	observation	NNS
cord-255762-qd6fht8y	345	21	,	,	,
cord-255762-qd6fht8y	345	22	below	below	IN
cord-255762-qd6fht8y	345	23	the	the	DT
cord-255762-qd6fht8y	345	24	actual	actual	JJ
cord-255762-qd6fht8y	345	25	prices	price	NNS
cord-255762-qd6fht8y	345	26	paid	pay	VBN
cord-255762-qd6fht8y	345	27	by	by	IN
cord-255762-qd6fht8y	345	28	PBs	pb	NNS
cord-255762-qd6fht8y	345	29	.	.	.
cord-255762-qd6fht8y	346	1	This	this	DT
cord-255762-qd6fht8y	346	2	sub	sub	NN
cord-255762-qd6fht8y	346	3	-	-	NN
cord-255762-qd6fht8y	346	4	section	section	NN
cord-255762-qd6fht8y	346	5	replicates	replicate	VBZ
cord-255762-qd6fht8y	346	6	the	the	DT
cord-255762-qd6fht8y	346	7	marginal	marginal	JJ
cord-255762-qd6fht8y	346	8	cost	cost	NN
cord-255762-qd6fht8y	346	9	estimate	estimate	NN
cord-255762-qd6fht8y	346	10	to	to	TO
cord-255762-qd6fht8y	346	11	control	control	VB
cord-255762-qd6fht8y	346	12	for	for	IN
cord-255762-qd6fht8y	346	13	different	different	JJ
cord-255762-qd6fht8y	346	14	issues	issue	NNS
cord-255762-qd6fht8y	346	15	which	which	WDT
cord-255762-qd6fht8y	346	16	may	may	MD
cord-255762-qd6fht8y	346	17	arise	arise	VB
cord-255762-qd6fht8y	346	18	from	from	IN
cord-255762-qd6fht8y	346	19	our	-PRON-	PRP$
cord-255762-qd6fht8y	346	20	structural	structural	JJ
cord-255762-qd6fht8y	346	21	model	model	NN
cord-255762-qd6fht8y	346	22	.	.	.
cord-255762-qd6fht8y	347	1	We	-PRON-	PRP
cord-255762-qd6fht8y	347	2	are	be	VBP
cord-255762-qd6fht8y	347	3	particularly	particularly	RB
cord-255762-qd6fht8y	347	4	concerned	concerned	JJ
cord-255762-qd6fht8y	347	5	about	about	IN
cord-255762-qd6fht8y	347	6	the	the	DT
cord-255762-qd6fht8y	347	7	median	median	JJ
cord-255762-qd6fht8y	347	8	value	value	NN
cord-255762-qd6fht8y	348	1	θ	θ	NN
cord-255762-qd6fht8y	348	2	0	0	NFP
cord-255762-qd6fht8y	348	3	used	use	VBN
cord-255762-qd6fht8y	348	4	to	to	TO
cord-255762-qd6fht8y	348	5	define	define	VB
cord-255762-qd6fht8y	348	6	the	the	DT
cord-255762-qd6fht8y	348	7	benchmark	benchmark	JJ
cord-255762-qd6fht8y	348	8	marginal	marginal	JJ
cord-255762-qd6fht8y	348	9	cost	cost	NN
cord-255762-qd6fht8y	348	10	c	c	NN
cord-255762-qd6fht8y	348	11	d0	d0	NN
cord-255762-qd6fht8y	348	12	because	because	IN
cord-255762-qd6fht8y	348	13	the	the	DT
cord-255762-qd6fht8y	348	14	prices	price	NNS
cord-255762-qd6fht8y	348	15	paid	pay	VBN
cord-255762-qd6fht8y	348	16	by	by	IN
cord-255762-qd6fht8y	348	17	PBs	pb	NNS
cord-255762-qd6fht8y	348	18	are	be	VBP
cord-255762-qd6fht8y	348	19	compared	compare	VBN
cord-255762-qd6fht8y	348	20	to	to	IN
cord-255762-qd6fht8y	348	21	this	this	DT
cord-255762-qd6fht8y	348	22	cost	cost	NN
cord-255762-qd6fht8y	348	23	.	.	.
cord-255762-qd6fht8y	349	1	To	to	TO
cord-255762-qd6fht8y	349	2	further	further	RB
cord-255762-qd6fht8y	349	3	strengthen	strengthen	VB
cord-255762-qd6fht8y	349	4	our	-PRON-	PRP$
cord-255762-qd6fht8y	349	5	results	result	NNS
cord-255762-qd6fht8y	349	6	,	,	,
cord-255762-qd6fht8y	349	7	for	for	IN
cord-255762-qd6fht8y	349	8	each	each	DT
cord-255762-qd6fht8y	349	9	robustness	robustness	NN
cord-255762-qd6fht8y	349	10	check	check	NN
cord-255762-qd6fht8y	349	11	listed	list	VBN
cord-255762-qd6fht8y	349	12	below	below	RB
cord-255762-qd6fht8y	349	13	,	,	,
cord-255762-qd6fht8y	349	14	we	-PRON-	PRP
cord-255762-qd6fht8y	349	15	also	also	RB
cord-255762-qd6fht8y	349	16	compare	compare	VBP
cord-255762-qd6fht8y	349	17	the	the	DT
cord-255762-qd6fht8y	349	18	distribution	distribution	NN
cord-255762-qd6fht8y	349	19	of	of	IN
cord-255762-qd6fht8y	349	20	private	private	JJ
cord-255762-qd6fht8y	349	21	values	value	NNS
cord-255762-qd6fht8y	349	22	θ	θ	NNP
cord-255762-qd6fht8y	349	23	s	s	XX
cord-255762-qd6fht8y	349	24	with	with	IN
cord-255762-qd6fht8y	349	25	the	the	DT
cord-255762-qd6fht8y	349	26	baseline	baseline	JJ
cord-255762-qd6fht8y	349	27	estimate	estimate	NN
cord-255762-qd6fht8y	349	28	shown	show	VBN
cord-255762-qd6fht8y	349	29	in	in	IN
cord-255762-qd6fht8y	349	30	Figure	figure	NN
cord-255762-qd6fht8y	349	31	2	2	CD
cord-255762-qd6fht8y	349	32	.	.	.
cord-255762-qd6fht8y	350	1	Only	only	JJ
cord-255762-qd6fht8y	350	2	producers	producer	NNS
cord-255762-qd6fht8y	350	3	-One	-one	VBP
cord-255762-qd6fht8y	350	4	concern	concern	NN
cord-255762-qd6fht8y	350	5	with	with	IN
cord-255762-qd6fht8y	350	6	our	-PRON-	PRP$
cord-255762-qd6fht8y	350	7	analysis	analysis	NN
cord-255762-qd6fht8y	350	8	might	may	MD
cord-255762-qd6fht8y	350	9	be	be	VB
cord-255762-qd6fht8y	350	10	the	the	DT
cord-255762-qd6fht8y	350	11	use	use	NN
cord-255762-qd6fht8y	350	12	of	of	IN
cord-255762-qd6fht8y	350	13	a	a	DT
cord-255762-qd6fht8y	350	14	private	private	JJ
cord-255762-qd6fht8y	350	15	value	value	NN
cord-255762-qd6fht8y	350	16	model	model	NN
cord-255762-qd6fht8y	350	17	to	to	TO
cord-255762-qd6fht8y	350	18	structurally	structurally	RB
cord-255762-qd6fht8y	350	19	estimate	estimate	VB
cord-255762-qd6fht8y	350	20	the	the	DT
cord-255762-qd6fht8y	350	21	auction	auction	NN
cord-255762-qd6fht8y	350	22	game	game	NN
cord-255762-qd6fht8y	350	23	.	.	.
cord-255762-qd6fht8y	351	1	This	this	DT
cord-255762-qd6fht8y	351	2	model	model	NN
cord-255762-qd6fht8y	351	3	is	be	VBZ
cord-255762-qd6fht8y	351	4	consistent	consistent	JJ
cord-255762-qd6fht8y	351	5	with	with	IN
cord-255762-qd6fht8y	351	6	a	a	DT
cord-255762-qd6fht8y	351	7	setting	setting	NN
cord-255762-qd6fht8y	351	8	where	where	WRB
cord-255762-qd6fht8y	351	9	bidders	bidder	NNS
cord-255762-qd6fht8y	351	10	are	be	VBP
cord-255762-qd6fht8y	351	11	,	,	,
cord-255762-qd6fht8y	351	12	simultaneously	simultaneously	RB
cord-255762-qd6fht8y	351	13	,	,	,
cord-255762-qd6fht8y	351	14	producers	producer	NNS
cord-255762-qd6fht8y	351	15	and	and	CC
cord-255762-qd6fht8y	351	16	sellers	seller	NNS
cord-255762-qd6fht8y	351	17	,	,	,
cord-255762-qd6fht8y	351	18	that	that	RB
cord-255762-qd6fht8y	351	19	is	is	RB
cord-255762-qd6fht8y	351	20	,	,	,
cord-255762-qd6fht8y	351	21	are	be	VBP
cord-255762-qd6fht8y	351	22	endowed	endow	VBN
cord-255762-qd6fht8y	351	23	with	with	IN
cord-255762-qd6fht8y	351	24	a	a	DT
cord-255762-qd6fht8y	351	25	privately	privately	RB
cord-255762-qd6fht8y	351	26	observed	observe	VBN
cord-255762-qd6fht8y	351	27	cost	cost	NN
cord-255762-qd6fht8y	351	28	function	function	NN
cord-255762-qd6fht8y	351	29	.	.	.
cord-255762-qd6fht8y	352	1	Differently	differently	RB
cord-255762-qd6fht8y	352	2	,	,	,
cord-255762-qd6fht8y	352	3	the	the	DT
cord-255762-qd6fht8y	352	4	presence	presence	NN
cord-255762-qd6fht8y	352	5	of	of	IN
cord-255762-qd6fht8y	352	6	bidders	bidder	NNS
cord-255762-qd6fht8y	352	7	who	who	WP
cord-255762-qd6fht8y	352	8	are	be	VBP
cord-255762-qd6fht8y	352	9	,	,	,
cord-255762-qd6fht8y	352	10	simultaneously	simultaneously	RB
cord-255762-qd6fht8y	352	11	,	,	,
cord-255762-qd6fht8y	352	12	distributors	distributor	NNS
cord-255762-qd6fht8y	352	13	and	and	CC
cord-255762-qd6fht8y	352	14	sellers	seller	NNS
cord-255762-qd6fht8y	352	15	may	may	MD
cord-255762-qd6fht8y	352	16	introduce	introduce	VB
cord-255762-qd6fht8y	352	17	a	a	DT
cord-255762-qd6fht8y	352	18	common	common	JJ
cord-255762-qd6fht8y	352	19	-	-	HYPH
cord-255762-qd6fht8y	352	20	value	value	NN
cord-255762-qd6fht8y	352	21	component	component	NN
cord-255762-qd6fht8y	352	22	into	into	IN
cord-255762-qd6fht8y	352	23	the	the	DT
cord-255762-qd6fht8y	352	24	information	information	NN
cord-255762-qd6fht8y	352	25	structure	structure	NN
cord-255762-qd6fht8y	352	26	,	,	,
cord-255762-qd6fht8y	352	27	thus	thus	RB
cord-255762-qd6fht8y	352	28	determining	determine	VBG
cord-255762-qd6fht8y	352	29	biased	biased	JJ
cord-255762-qd6fht8y	352	30	estimates	estimate	NNS
cord-255762-qd6fht8y	352	31	.	.	.
cord-255762-qd6fht8y	353	1	Non	non	JJ
cord-255762-qd6fht8y	353	2	-	-	JJ
cord-255762-qd6fht8y	353	3	parametric	parametric	JJ
cord-255762-qd6fht8y	353	4	tests	test	NNS
cord-255762-qd6fht8y	353	5	to	to	TO
cord-255762-qd6fht8y	353	6	control	control	VB
cord-255762-qd6fht8y	353	7	for	for	IN
cord-255762-qd6fht8y	353	8	the	the	DT
cord-255762-qd6fht8y	353	9	presence	presence	NN
cord-255762-qd6fht8y	353	10	of	of	IN
cord-255762-qd6fht8y	353	11	a	a	DT
cord-255762-qd6fht8y	353	12	stochastic	stochastic	JJ
cord-255762-qd6fht8y	353	13	common	common	JJ
cord-255762-qd6fht8y	353	14	value	value	NN
cord-255762-qd6fht8y	353	15	component	component	NN
cord-255762-qd6fht8y	353	16	exist	exist	VBP
cord-255762-qd6fht8y	353	17	in	in	IN
cord-255762-qd6fht8y	353	18	the	the	DT
cord-255762-qd6fht8y	353	19	literature	literature	NN
cord-255762-qd6fht8y	353	20	,	,	,
cord-255762-qd6fht8y	353	21	but	but	CC
cord-255762-qd6fht8y	353	22	they	-PRON-	PRP
cord-255762-qd6fht8y	353	23	require	require	VBP
cord-255762-qd6fht8y	353	24	the	the	DT
cord-255762-qd6fht8y	353	25	observation	observation	NN
cord-255762-qd6fht8y	353	26	either	either	DT
cord-255762-qd6fht8y	353	27	of	of	IN
cord-255762-qd6fht8y	353	28	all	all	DT
cord-255762-qd6fht8y	353	29	bids	bid	NNS
cord-255762-qd6fht8y	353	30	(	(	-LRB-
cord-255762-qd6fht8y	353	31	Haile	Haile	NNP
cord-255762-qd6fht8y	353	32	,	,	,
cord-255762-qd6fht8y	353	33	Hong	Hong	NNP
cord-255762-qd6fht8y	353	34	and	and	CC
cord-255762-qd6fht8y	353	35	Shum	Shum	NNP
cord-255762-qd6fht8y	353	36	,	,	,
cord-255762-qd6fht8y	353	37	2003	2003	CD
cord-255762-qd6fht8y	353	38	)	)	-RRB-
cord-255762-qd6fht8y	354	1	or	or	CC
cord-255762-qd6fht8y	354	2	,	,	,
cord-255762-qd6fht8y	354	3	at	at	IN
cord-255762-qd6fht8y	354	4	least	least	JJS
cord-255762-qd6fht8y	354	5	,	,	,
cord-255762-qd6fht8y	354	6	the	the	DT
cord-255762-qd6fht8y	354	7	winning	win	VBG
cord-255762-qd6fht8y	354	8	and	and	CC
cord-255762-qd6fht8y	354	9	second	second	JJ
cord-255762-qd6fht8y	354	10	lowest	low	JJS
cord-255762-qd6fht8y	354	11	bids	bid	NNS
cord-255762-qd6fht8y	354	12	(	(	-LRB-
cord-255762-qd6fht8y	354	13	Athey	Athey	NNP
cord-255762-qd6fht8y	354	14	and	and	CC
cord-255762-qd6fht8y	354	15	Haile	Haile	NNP
cord-255762-qd6fht8y	354	16	,	,	,
cord-255762-qd6fht8y	354	17	2002	2002	CD
cord-255762-qd6fht8y	354	18	)	)	-RRB-
cord-255762-qd6fht8y	354	19	.	.	.
cord-255762-qd6fht8y	355	1	Decarolis	Decarolis	NNP
cord-255762-qd6fht8y	355	2	(	(	-LRB-
cord-255762-qd6fht8y	355	3	2018	2018	CD
cord-255762-qd6fht8y	355	4	)	)	-RRB-
cord-255762-qd6fht8y	355	5	suggests	suggest	VBZ
cord-255762-qd6fht8y	355	6	using	use	VBG
cord-255762-qd6fht8y	355	7	the	the	DT
cord-255762-qd6fht8y	355	8	reserve	reserve	NN
cord-255762-qd6fht8y	355	9	price	price	NN
cord-255762-qd6fht8y	355	10	in	in	IN
cord-255762-qd6fht8y	355	11	place	place	NN
cord-255762-qd6fht8y	355	12	of	of	IN
cord-255762-qd6fht8y	355	13	the	the	DT
cord-255762-qd6fht8y	355	14	second	second	JJ
cord-255762-qd6fht8y	355	15	lowest	low	JJS
cord-255762-qd6fht8y	355	16	bid	bid	NN
cord-255762-qd6fht8y	355	17	to	to	TO
cord-255762-qd6fht8y	355	18	control	control	VB
cord-255762-qd6fht8y	355	19	for	for	IN
cord-255762-qd6fht8y	355	20	the	the	DT
cord-255762-qd6fht8y	355	21	presence	presence	NN
cord-255762-qd6fht8y	355	22	of	of	IN
cord-255762-qd6fht8y	355	23	a	a	DT
cord-255762-qd6fht8y	355	24	deterministic	deterministic	JJ
cord-255762-qd6fht8y	355	25	common	common	JJ
cord-255762-qd6fht8y	355	26	cost	cost	NN
cord-255762-qd6fht8y	355	27	component	component	NN
cord-255762-qd6fht8y	355	28	(	(	-LRB-
cord-255762-qd6fht8y	355	29	unobservable	unobservable	JJ
cord-255762-qd6fht8y	355	30	by	by	IN
cord-255762-qd6fht8y	355	31	the	the	DT
cord-255762-qd6fht8y	355	32	econometrician	econometrician	NN
cord-255762-qd6fht8y	355	33	,	,	,
cord-255762-qd6fht8y	355	34	but	but	CC
cord-255762-qd6fht8y	355	35	observed	observe	VBN
cord-255762-qd6fht8y	355	36	by	by	IN
cord-255762-qd6fht8y	355	37	all	all	DT
cord-255762-qd6fht8y	355	38	bidders	bidder	NNS
cord-255762-qd6fht8y	355	39	)	)	-RRB-
cord-255762-qd6fht8y	355	40	.	.	.
cord-255762-qd6fht8y	356	1	Unfortunately	unfortunately	RB
cord-255762-qd6fht8y	356	2	,	,	,
cord-255762-qd6fht8y	356	3	such	such	JJ
cord-255762-qd6fht8y	356	4	information	information	NN
cord-255762-qd6fht8y	356	5	is	be	VBZ
cord-255762-qd6fht8y	356	6	not	not	RB
cord-255762-qd6fht8y	356	7	recorded	record	VBN
cord-255762-qd6fht8y	356	8	in	in	IN
cord-255762-qd6fht8y	356	9	our	-PRON-	PRP$
cord-255762-qd6fht8y	356	10	dataset	dataset	NN
cord-255762-qd6fht8y	356	11	,	,	,
cord-255762-qd6fht8y	356	12	which	which	WDT
cord-255762-qd6fht8y	356	13	has	have	VBZ
cord-255762-qd6fht8y	356	14	information	information	NN
cord-255762-qd6fht8y	356	15	on	on	IN
cord-255762-qd6fht8y	356	16	winning	win	VBG
cord-255762-qd6fht8y	356	17	bids	bid	NNS
cord-255762-qd6fht8y	356	18	only	only	RB
cord-255762-qd6fht8y	356	19	.	.	.
cord-255762-qd6fht8y	357	1	To	to	TO
cord-255762-qd6fht8y	357	2	address	address	VB
cord-255762-qd6fht8y	357	3	the	the	DT
cord-255762-qd6fht8y	357	4	issue	issue	NN
cord-255762-qd6fht8y	357	5	,	,	,
cord-255762-qd6fht8y	357	6	we	-PRON-	PRP
cord-255762-qd6fht8y	357	7	collect	collect	VBP
cord-255762-qd6fht8y	357	8	additional	additional	JJ
cord-255762-qd6fht8y	357	9	data	datum	NNS
cord-255762-qd6fht8y	357	10	on	on	IN
cord-255762-qd6fht8y	357	11	bidders	bidder	NNS
cord-255762-qd6fht8y	357	12	to	to	TO
cord-255762-qd6fht8y	357	13	identify	identify	VB
cord-255762-qd6fht8y	357	14	them	-PRON-	PRP
cord-255762-qd6fht8y	357	15	as	as	IN
cord-255762-qd6fht8y	357	16	producers	producer	NNS
cord-255762-qd6fht8y	357	17	and	and	CC
cord-255762-qd6fht8y	357	18	sellers	seller	NNS
cord-255762-qd6fht8y	357	19	or	or	CC
cord-255762-qd6fht8y	357	20	distributors	distributor	NNS
cord-255762-qd6fht8y	357	21	and	and	CC
cord-255762-qd6fht8y	357	22	sellers	seller	NNS
cord-255762-qd6fht8y	357	23	.	.	.
cord-255762-qd6fht8y	358	1	25	25	CD
cord-255762-qd6fht8y	359	1	The	the	DT
cord-255762-qd6fht8y	359	2	marginal	marginal	JJ
cord-255762-qd6fht8y	359	3	cost	cost	NN
cord-255762-qd6fht8y	359	4	estimate	estimate	NN
cord-255762-qd6fht8y	359	5	is	be	VBZ
cord-255762-qd6fht8y	359	6	then	then	RB
cord-255762-qd6fht8y	359	7	repeated	repeat	VBN
cord-255762-qd6fht8y	359	8	using	use	VBG
cord-255762-qd6fht8y	359	9	only	only	JJ
cord-255762-qd6fht8y	359	10	bidders	bidder	NNS
cord-255762-qd6fht8y	359	11	identified	identify	VBN
cord-255762-qd6fht8y	359	12	as	as	IN
cord-255762-qd6fht8y	359	13	producers	producer	NNS
cord-255762-qd6fht8y	359	14	and	and	CC
cord-255762-qd6fht8y	359	15	sellers	seller	NNS
cord-255762-qd6fht8y	359	16	.	.	.
cord-255762-qd6fht8y	360	1	Reference	reference	NN
cord-255762-qd6fht8y	360	2	price	price	NN
cord-255762-qd6fht8y	360	3	-Understanding	-understanding	NN
cord-255762-qd6fht8y	361	1	the	the	DT
cord-255762-qd6fht8y	361	2	conditions	condition	NNS
cord-255762-qd6fht8y	361	3	under	under	IN
cord-255762-qd6fht8y	361	4	which	which	WDT
cord-255762-qd6fht8y	361	5	the	the	DT
cord-255762-qd6fht8y	361	6	reference	reference	NN
cord-255762-qd6fht8y	361	7	price	price	NN
cord-255762-qd6fht8y	361	8	may	may	MD
cord-255762-qd6fht8y	361	9	affect	affect	VB
cord-255762-qd6fht8y	361	10	bidding	bidding	NN
cord-255762-qd6fht8y	361	11	decisions	decision	NNS
cord-255762-qd6fht8y	361	12	is	be	VBZ
cord-255762-qd6fht8y	361	13	relevant	relevant	JJ
cord-255762-qd6fht8y	361	14	.	.	.
cord-255762-qd6fht8y	362	1	Note	note	VB
cord-255762-qd6fht8y	362	2	that	that	IN
cord-255762-qd6fht8y	362	3	inconsistencies	inconsistency	NNS
cord-255762-qd6fht8y	362	4	in	in	IN
cord-255762-qd6fht8y	362	5	estimation	estimation	NN
cord-255762-qd6fht8y	362	6	of	of	IN
cord-255762-qd6fht8y	362	7	θ	θ	NN
cord-255762-qd6fht8y	362	8	arise	arise	VBP
cord-255762-qd6fht8y	362	9	only	only	RB
cord-255762-qd6fht8y	362	10	when	when	WRB
cord-255762-qd6fht8y	362	11	the	the	DT
cord-255762-qd6fht8y	362	12	following	follow	VBG
cord-255762-qd6fht8y	362	13	conditions	condition	NNS
cord-255762-qd6fht8y	362	14	are	be	VBP
cord-255762-qd6fht8y	362	15	both	both	DT
cord-255762-qd6fht8y	362	16	met	meet	VBN
cord-255762-qd6fht8y	362	17	:	:	:
cord-255762-qd6fht8y	362	18	(	(	-LRB-
cord-255762-qd6fht8y	362	19	i	i	NN
cord-255762-qd6fht8y	362	20	)	)	-RRB-
cord-255762-qd6fht8y	362	21	the	the	DT
cord-255762-qd6fht8y	362	22	reference	reference	NN
cord-255762-qd6fht8y	362	23	price	price	NN
cord-255762-qd6fht8y	362	24	is	be	VBZ
cord-255762-qd6fht8y	362	25	higher	high	JJR
cord-255762-qd6fht8y	362	26	than	than	IN
cord-255762-qd6fht8y	362	27	the	the	DT
cord-255762-qd6fht8y	362	28	winning	win	VBG
cord-255762-qd6fht8y	362	29	firm	firm	NN
cord-255762-qd6fht8y	362	30	's	's	POS
cord-255762-qd6fht8y	362	31	marginal	marginal	JJ
cord-255762-qd6fht8y	362	32	cost	cost	NN
cord-255762-qd6fht8y	362	33	,	,	,
cord-255762-qd6fht8y	362	34	but	but	CC
cord-255762-qd6fht8y	362	35	lower	low	JJR
cord-255762-qd6fht8y	362	36	than	than	IN
cord-255762-qd6fht8y	362	37	its	-PRON-	PRP$
cord-255762-qd6fht8y	362	38	equilibrium	equilibrium	NN
cord-255762-qd6fht8y	362	39	bid	bid	NN
cord-255762-qd6fht8y	362	40	when	when	WRB
cord-255762-qd6fht8y	362	41	the	the	DT
cord-255762-qd6fht8y	362	42	reference	reference	NN
cord-255762-qd6fht8y	362	43	price	price	NN
cord-255762-qd6fht8y	362	44	policy	policy	NN
cord-255762-qd6fht8y	362	45	is	be	VBZ
cord-255762-qd6fht8y	362	46	not	not	RB
cord-255762-qd6fht8y	362	47	adopted	adopt	VBN
cord-255762-qd6fht8y	362	48	,	,	,
cord-255762-qd6fht8y	362	49	and	and	CC
cord-255762-qd6fht8y	362	50	(	(	-LRB-
cord-255762-qd6fht8y	362	51	ii	ii	NN
cord-255762-qd6fht8y	362	52	)	)	-RRB-
cord-255762-qd6fht8y	362	53	at	at	IN
cord-255762-qd6fht8y	362	54	least	least	JJS
cord-255762-qd6fht8y	362	55	a	a	DT
cord-255762-qd6fht8y	362	56	second	second	JJ
cord-255762-qd6fht8y	362	57	firm	firm	NN
cord-255762-qd6fht8y	362	58	with	with	IN
cord-255762-qd6fht8y	362	59	marginal	marginal	JJ
cord-255762-qd6fht8y	362	60	costs	cost	NNS
cord-255762-qd6fht8y	362	61	below	below	IN
cord-255762-qd6fht8y	362	62	the	the	DT
cord-255762-qd6fht8y	362	63	reference	reference	NN
cord-255762-qd6fht8y	362	64	price	price	NN
cord-255762-qd6fht8y	362	65	took	take	VBD
cord-255762-qd6fht8y	362	66	part	part	NN
cord-255762-qd6fht8y	362	67	in	in	IN
cord-255762-qd6fht8y	362	68	the	the	DT
cord-255762-qd6fht8y	362	69	auction	auction	NN
cord-255762-qd6fht8y	362	70	.	.	.
cord-255762-qd6fht8y	363	1	As	as	IN
cord-255762-qd6fht8y	363	2	a	a	DT
cord-255762-qd6fht8y	363	3	robustness	robustness	NN
cord-255762-qd6fht8y	363	4	check	check	NN
cord-255762-qd6fht8y	363	5	,	,	,
cord-255762-qd6fht8y	363	6	we	-PRON-	PRP
cord-255762-qd6fht8y	363	7	consider	consider	VBP
cord-255762-qd6fht8y	363	8	observations	observation	NNS
cord-255762-qd6fht8y	363	9	before	before	IN
cord-255762-qd6fht8y	363	10	and	and	CC
cord-255762-qd6fht8y	363	11	after	after	IN
cord-255762-qd6fht8y	363	12	the	the	DT
cord-255762-qd6fht8y	363	13	termination	termination	NN
cord-255762-qd6fht8y	363	14	of	of	IN
cord-255762-qd6fht8y	363	15	the	the	DT
cord-255762-qd6fht8y	363	16	reference	reference	NN
cord-255762-qd6fht8y	363	17	price	price	NN
cord-255762-qd6fht8y	363	18	policy	policy	NN
cord-255762-qd6fht8y	363	19	separately	separately	RB
cord-255762-qd6fht8y	363	20	.	.	.
cord-255762-qd6fht8y	364	1	Device	device	NN
cord-255762-qd6fht8y	364	2	and	and	CC
cord-255762-qd6fht8y	364	3	public	public	JJ
cord-255762-qd6fht8y	364	4	buyers	buyer	NNS
cord-255762-qd6fht8y	364	5	'	'	POS
cord-255762-qd6fht8y	364	6	restrictions	restriction	NNS
cord-255762-qd6fht8y	364	7	-To	-to	WDT
cord-255762-qd6fht8y	364	8	prevent	prevent	VBP
cord-255762-qd6fht8y	364	9	devices	device	NNS
cord-255762-qd6fht8y	364	10	with	with	IN
cord-255762-qd6fht8y	364	11	few	few	JJ
cord-255762-qd6fht8y	364	12	observations	observation	NNS
cord-255762-qd6fht8y	364	13	leading	lead	VBG
cord-255762-qd6fht8y	364	14	to	to	IN
cord-255762-qd6fht8y	364	15	biased	biased	JJ
cord-255762-qd6fht8y	364	16	estimates	estimate	NNS
cord-255762-qd6fht8y	364	17	,	,	,
cord-255762-qd6fht8y	364	18	we	-PRON-	PRP
cord-255762-qd6fht8y	364	19	repeat	repeat	VBP
cord-255762-qd6fht8y	364	20	the	the	DT
cord-255762-qd6fht8y	364	21	estimation	estimation	NN
cord-255762-qd6fht8y	364	22	excluding	exclude	VBG
cord-255762-qd6fht8y	364	23	device	device	NN
cord-255762-qd6fht8y	364	24	classes	class	NNS
cord-255762-qd6fht8y	364	25	with	with	IN
cord-255762-qd6fht8y	364	26	fewer	few	JJR
cord-255762-qd6fht8y	364	27	than	than	IN
cord-255762-qd6fht8y	364	28	five	five	CD
cord-255762-qd6fht8y	364	29	observations	observation	NNS
cord-255762-qd6fht8y	364	30	.	.	.
cord-255762-qd6fht8y	365	1	We	-PRON-	PRP
cord-255762-qd6fht8y	365	2	carry	carry	VBP
cord-255762-qd6fht8y	365	3	out	out	RP
cord-255762-qd6fht8y	365	4	a	a	DT
cord-255762-qd6fht8y	365	5	similar	similar	JJ
cord-255762-qd6fht8y	365	6	exercise	exercise	NN
cord-255762-qd6fht8y	365	7	for	for	IN
cord-255762-qd6fht8y	365	8	PBs	pb	NNS
cord-255762-qd6fht8y	365	9	,	,	,
cord-255762-qd6fht8y	365	10	and	and	CC
cord-255762-qd6fht8y	365	11	in	in	IN
cord-255762-qd6fht8y	365	12	line	line	NN
cord-255762-qd6fht8y	365	13	with	with	IN
cord-255762-qd6fht8y	365	14	the	the	DT
cord-255762-qd6fht8y	365	15	next	next	JJ
cord-255762-qd6fht8y	365	16	section	section	NN
cord-255762-qd6fht8y	365	17	,	,	,
cord-255762-qd6fht8y	365	18	exclude	exclude	VBP
cord-255762-qd6fht8y	365	19	PBs	pb	NNS
cord-255762-qd6fht8y	365	20	with	with	IN
cord-255762-qd6fht8y	365	21	fewer	few	JJR
cord-255762-qd6fht8y	365	22	than	than	IN
cord-255762-qd6fht8y	365	23	10	10	CD
cord-255762-qd6fht8y	365	24	observations	observation	NNS
cord-255762-qd6fht8y	365	25	.	.	.
cord-255762-qd6fht8y	366	1	Table	table	NN
cord-255762-qd6fht8y	366	2	4	4	CD
cord-255762-qd6fht8y	366	3	.	.	.
cord-255762-qd6fht8y	367	1	The	the	DT
cord-255762-qd6fht8y	367	2	median	median	NN
cord-255762-qd6fht8y	367	3	θ	θ	NN
cord-255762-qd6fht8y	367	4	0	0	CD
cord-255762-qd6fht8y	367	5	in	in	IN
cord-255762-qd6fht8y	367	6	Table	Table	NNP
cord-255762-qd6fht8y	367	7	4	4	CD
cord-255762-qd6fht8y	367	8	shows	show	VBZ
cord-255762-qd6fht8y	367	9	that	that	IN
cord-255762-qd6fht8y	367	10	the	the	DT
cord-255762-qd6fht8y	367	11	largest	large	JJS
cord-255762-qd6fht8y	367	12	deviation	deviation	NN
cord-255762-qd6fht8y	367	13	from	from	IN
cord-255762-qd6fht8y	367	14	the	the	DT
cord-255762-qd6fht8y	367	15	baseline	baseline	JJ
cord-255762-qd6fht8y	367	16	estimate	estimate	NN
cord-255762-qd6fht8y	367	17	of	of	IN
cord-255762-qd6fht8y	367	18	θ	θ	NN
cord-255762-qd6fht8y	367	19	0	0	CD
cord-255762-qd6fht8y	367	20	arises	arise	VBZ
cord-255762-qd6fht8y	367	21	when	when	WRB
cord-255762-qd6fht8y	367	22	the	the	DT
cord-255762-qd6fht8y	367	23	marginal	marginal	JJ
cord-255762-qd6fht8y	367	24	cost	cost	NN
cord-255762-qd6fht8y	367	25	estimate	estimate	NN
cord-255762-qd6fht8y	367	26	is	be	VBZ
cord-255762-qd6fht8y	367	27	repeated	repeat	VBN
cord-255762-qd6fht8y	367	28	using	use	VBG
cord-255762-qd6fht8y	367	29	only	only	JJ
cord-255762-qd6fht8y	367	30	auctions	auction	NNS
cord-255762-qd6fht8y	367	31	when	when	WRB
cord-255762-qd6fht8y	367	32	the	the	DT
cord-255762-qd6fht8y	367	33	reference	reference	NN
cord-255762-qd6fht8y	367	34	price	price	NN
cord-255762-qd6fht8y	367	35	policy	policy	NN
cord-255762-qd6fht8y	367	36	was	be	VBD
cord-255762-qd6fht8y	367	37	applicable	applicable	JJ
cord-255762-qd6fht8y	367	38	.	.	.
cord-255762-qd6fht8y	368	1	However	however	RB
cord-255762-qd6fht8y	368	2	,	,	,
cord-255762-qd6fht8y	368	3	the	the	DT
cord-255762-qd6fht8y	368	4	estimate	estimate	NN
cord-255762-qd6fht8y	368	5	of	of	IN
cord-255762-qd6fht8y	368	6	θ	θ	NN
cord-255762-qd6fht8y	368	7	0	0	CD
cord-255762-qd6fht8y	368	8	is	be	VBZ
cord-255762-qd6fht8y	368	9	only	only	RB
cord-255762-qd6fht8y	368	10	5.1	5.1	CD
cord-255762-qd6fht8y	368	11	%	%	NN
cord-255762-qd6fht8y	368	12	larger	large	JJR
cord-255762-qd6fht8y	368	13	than	than	IN
cord-255762-qd6fht8y	368	14	the	the	DT
cord-255762-qd6fht8y	368	15	baseline	baseline	JJ
cord-255762-qd6fht8y	368	16	estimate	estimate	NN
cord-255762-qd6fht8y	368	17	.	.	.
cord-255762-qd6fht8y	369	1	The	the	DT
cord-255762-qd6fht8y	369	2	sample	sample	NN
cord-255762-qd6fht8y	369	3	is	be	VBZ
cord-255762-qd6fht8y	369	4	the	the	DT
cord-255762-qd6fht8y	369	5	smallest	small	JJS
cord-255762-qd6fht8y	369	6	of	of	IN
cord-255762-qd6fht8y	369	7	the	the	DT
cord-255762-qd6fht8y	369	8	robustness	robustness	NN
cord-255762-qd6fht8y	369	9	checks	check	NNS
cord-255762-qd6fht8y	369	10	considered	consider	VBN
cord-255762-qd6fht8y	369	11	,	,	,
cord-255762-qd6fht8y	369	12	and	and	CC
cord-255762-qd6fht8y	369	13	Kolmogorov	Kolmogorov	NNP
cord-255762-qd6fht8y	369	14	-	-	HYPH
cord-255762-qd6fht8y	369	15	Smirnov	Smirnov	NNP
cord-255762-qd6fht8y	369	16	finds	find	VBZ
cord-255762-qd6fht8y	369	17	no	no	DT
cord-255762-qd6fht8y	369	18	difference	difference	NN
cord-255762-qd6fht8y	369	19	between	between	IN
cord-255762-qd6fht8y	369	20	the	the	DT
cord-255762-qd6fht8y	369	21	two	two	CD
cord-255762-qd6fht8y	369	22	distributions	distribution	NNS
cord-255762-qd6fht8y	369	23	.	.	.
cord-255762-qd6fht8y	370	1	Remarkably	remarkably	RB
cord-255762-qd6fht8y	370	2	,	,	,
cord-255762-qd6fht8y	370	3	the	the	DT
cord-255762-qd6fht8y	370	4	differences	difference	NNS
cord-255762-qd6fht8y	370	5	in	in	IN
cord-255762-qd6fht8y	370	6	θ	θ	NN
cord-255762-qd6fht8y	370	7	0	0	CD
cord-255762-qd6fht8y	370	8	from	from	IN
cord-255762-qd6fht8y	370	9	the	the	DT
cord-255762-qd6fht8y	370	10	remaining	remain	VBG
cord-255762-qd6fht8y	370	11	robustness	robustness	NN
cord-255762-qd6fht8y	370	12	checks	check	NNS
cord-255762-qd6fht8y	370	13	are	be	VBP
cord-255762-qd6fht8y	370	14	tiny	tiny	JJ
cord-255762-qd6fht8y	370	15	.	.	.
cord-255762-qd6fht8y	371	1	For	for	IN
cord-255762-qd6fht8y	371	2	example	example	NN
cord-255762-qd6fht8y	371	3	,	,	,
cord-255762-qd6fht8y	371	4	the	the	DT
cord-255762-qd6fht8y	371	5	deviation	deviation	NN
cord-255762-qd6fht8y	371	6	in	in	IN
cord-255762-qd6fht8y	371	7	θ	θ	NN
cord-255762-qd6fht8y	371	8	0	0	CD
cord-255762-qd6fht8y	371	9	from	from	IN
cord-255762-qd6fht8y	371	10	the	the	DT
cord-255762-qd6fht8y	371	11	baseline	baseline	NN
cord-255762-qd6fht8y	371	12	,	,	,
cord-255762-qd6fht8y	371	13	considering	consider	VBG
cord-255762-qd6fht8y	371	14	solely	solely	RB
cord-255762-qd6fht8y	371	15	producers	producer	NNS
cord-255762-qd6fht8y	371	16	,	,	,
cord-255762-qd6fht8y	371	17	is	be	VBZ
cord-255762-qd6fht8y	371	18	equal	equal	JJ
cord-255762-qd6fht8y	371	19	to	to	IN
cord-255762-qd6fht8y	371	20	only	only	RB
cord-255762-qd6fht8y	371	21	1	1	CD
cord-255762-qd6fht8y	371	22	%	%	NN
cord-255762-qd6fht8y	371	23	.	.	.
cord-255762-qd6fht8y	372	1	This	this	DT
cord-255762-qd6fht8y	372	2	,	,	,
cord-255762-qd6fht8y	372	3	with	with	IN
cord-255762-qd6fht8y	372	4	the	the	DT
cord-255762-qd6fht8y	372	5	use	use	NN
cord-255762-qd6fht8y	372	6	of	of	IN
cord-255762-qd6fht8y	372	7	the	the	DT
cord-255762-qd6fht8y	372	8	Kolmogorov	Kolmogorov	NNP
cord-255762-qd6fht8y	372	9	-	-	HYPH
cord-255762-qd6fht8y	372	10	Smirnov	Smirnov	NNP
cord-255762-qd6fht8y	372	11	test	test	NN
cord-255762-qd6fht8y	372	12	,	,	,
cord-255762-qd6fht8y	372	13	is	be	VBZ
cord-255762-qd6fht8y	372	14	the	the	DT
cord-255762-qd6fht8y	372	15	only	only	JJ
cord-255762-qd6fht8y	372	16	distribution	distribution	NN
cord-255762-qd6fht8y	372	17	of	of	IN
cord-255762-qd6fht8y	372	18	θ	θ	NNP
cord-255762-qd6fht8y	372	19	s	s	NNS
cord-255762-qd6fht8y	372	20	found	find	VBD
cord-255762-qd6fht8y	372	21	to	to	TO
cord-255762-qd6fht8y	372	22	be	be	VB
cord-255762-qd6fht8y	372	23	significantly	significantly	RB
cord-255762-qd6fht8y	372	24	different	different	JJ
cord-255762-qd6fht8y	372	25	from	from	IN
cord-255762-qd6fht8y	372	26	the	the	DT
cord-255762-qd6fht8y	372	27	baseline	baseline	JJ
cord-255762-qd6fht8y	372	28	estimate	estimate	NN
cord-255762-qd6fht8y	372	29	.	.	.
cord-255762-qd6fht8y	373	1	However	however	RB
cord-255762-qd6fht8y	373	2	,	,	,
cord-255762-qd6fht8y	373	3	the	the	DT
cord-255762-qd6fht8y	373	4	suppliers	supplier	NNS
cord-255762-qd6fht8y	373	5	included	include	VBN
cord-255762-qd6fht8y	373	6	also	also	RB
cord-255762-qd6fht8y	373	7	differ	differ	VBP
cord-255762-qd6fht8y	373	8	,	,	,
cord-255762-qd6fht8y	373	9	with	with	IN
cord-255762-qd6fht8y	373	10	producers	producer	NNS
cord-255762-qd6fht8y	373	11	and	and	CC
cord-255762-qd6fht8y	373	12	distributors	distributor	NNS
cord-255762-qd6fht8y	373	13	in	in	IN
cord-255762-qd6fht8y	373	14	the	the	DT
cord-255762-qd6fht8y	373	15	baseline	baseline	JJ
cord-255762-qd6fht8y	373	16	distribution	distribution	NN
cord-255762-qd6fht8y	373	17	,	,	,
cord-255762-qd6fht8y	373	18	but	but	CC
cord-255762-qd6fht8y	373	19	 	 	_SP
cord-255762-qd6fht8y	373	20	We	-PRON-	PRP
cord-255762-qd6fht8y	373	21	now	now	RB
cord-255762-qd6fht8y	373	22	investigate	investigate	VBP
cord-255762-qd6fht8y	373	23	each	each	DT
cord-255762-qd6fht8y	373	24	PB	pb	NN
cord-255762-qd6fht8y	373	25	-	-	HYPH
cord-255762-qd6fht8y	373	26	specific	specific	JJ
cord-255762-qd6fht8y	373	27	fixed	fix	VBN
cord-255762-qd6fht8y	373	28	effect	effect	NN
cord-255762-qd6fht8y	373	29	in	in	IN
cord-255762-qd6fht8y	373	30	purchasing	purchase	VBG
cord-255762-qd6fht8y	373	31	standard	standard	JJ
cord-255762-qd6fht8y	373	32	medical	medical	JJ
cord-255762-qd6fht8y	373	33	devices	device	NNS
cord-255762-qd6fht8y	373	34	.	.	.
cord-255762-qd6fht8y	374	1	Considering	consider	VBG
cord-255762-qd6fht8y	374	2	the	the	DT
cord-255762-qd6fht8y	374	3	price	price	NN
cord-255762-qd6fht8y	374	4	paid	pay	VBN
cord-255762-qd6fht8y	374	5	,	,	,
cord-255762-qd6fht8y	374	6	after	after	IN
cord-255762-qd6fht8y	374	7	estimating	estimate	VBG
cord-255762-qd6fht8y	374	8	the	the	DT
cord-255762-qd6fht8y	374	9	benchmark	benchmark	JJ
cord-255762-qd6fht8y	374	10	marginal	marginal	JJ
cord-255762-qd6fht8y	374	11	cost	cost	NN
cord-255762-qd6fht8y	374	12	c	c	NN
cord-255762-qd6fht8y	374	13	d0	d0	NN
cord-255762-qd6fht8y	374	14	of	of	IN
cord-255762-qd6fht8y	374	15	each	each	DT
cord-255762-qd6fht8y	374	16	medical	medical	JJ
cord-255762-qd6fht8y	374	17	device	device	NN
cord-255762-qd6fht8y	374	18	,	,	,
cord-255762-qd6fht8y	374	19	we	-PRON-	PRP
cord-255762-qd6fht8y	374	20	obtain	obtain	VBP
cord-255762-qd6fht8y	374	21	Ψ	Ψ	NNP
cord-255762-qd6fht8y	374	22	dhs	dhs	NNP
cord-255762-qd6fht8y	374	23	=	=	SYM
cord-255762-qd6fht8y	374	24	p	p	NNP
cord-255762-qd6fht8y	374	25	dhs	dhs	NNP
cord-255762-qd6fht8y	374	26	−c	−c	NNP
cord-255762-qd6fht8y	374	27	d0	d0	NNP
cord-255762-qd6fht8y	374	28	.	.	.
cord-255762-qd6fht8y	375	1	We	-PRON-	PRP
cord-255762-qd6fht8y	375	2	then	then	RB
cord-255762-qd6fht8y	375	3	estimate	estimate	VBP
cord-255762-qd6fht8y	375	4	the	the	DT
cord-255762-qd6fht8y	375	5	PB	pb	NN
cord-255762-qd6fht8y	375	6	-	-	HYPH
cord-255762-qd6fht8y	375	7	specific	specific	JJ
cord-255762-qd6fht8y	375	8	component	component	NN
cord-255762-qd6fht8y	375	9	γ	γ	NN
cord-255762-qd6fht8y	375	10	h	h	NN
cord-255762-qd6fht8y	375	11	by	by	IN
cord-255762-qd6fht8y	375	12	using	use	VBG
cord-255762-qd6fht8y	375	13	the	the	DT
cord-255762-qd6fht8y	375	14	following	follow	VBG
cord-255762-qd6fht8y	375	15	OLS	OLS	NNP
cord-255762-qd6fht8y	375	16	regression	regression	NN
cord-255762-qd6fht8y	375	17	:	:	:
cord-255762-qd6fht8y	375	18	The	the	DT
cord-255762-qd6fht8y	375	19	specification	specification	NN
cord-255762-qd6fht8y	375	20	in	in	IN
cord-255762-qd6fht8y	375	21	Equation	equation	NN
cord-255762-qd6fht8y	375	22	(	(	-LRB-
cord-255762-qd6fht8y	375	23	12	12	CD
cord-255762-qd6fht8y	375	24	)	)	-RRB-
cord-255762-qd6fht8y	375	25	includes	include	VBZ
cord-255762-qd6fht8y	375	26	the	the	DT
cord-255762-qd6fht8y	375	27	PB	PB	NNP
cord-255762-qd6fht8y	375	28	dummies	dummy	NNS
cord-255762-qd6fht8y	375	29	A	a	DT
cord-255762-qd6fht8y	375	30	h	h	NN
cord-255762-qd6fht8y	375	31	and	and	CC
cord-255762-qd6fht8y	375	32	the	the	DT
cord-255762-qd6fht8y	375	33	dummy	dummy	JJ
cord-255762-qd6fht8y	375	34	variable	variable	NN
cord-255762-qd6fht8y	375	35	R	r	NN
cord-255762-qd6fht8y	375	36	equal	equal	JJ
cord-255762-qd6fht8y	375	37	to	to	IN
cord-255762-qd6fht8y	375	38	1	1	CD
cord-255762-qd6fht8y	375	39	when	when	WRB
cord-255762-qd6fht8y	375	40	the	the	DT
cord-255762-qd6fht8y	375	41	reference	reference	NN
cord-255762-qd6fht8y	375	42	price	price	NN
cord-255762-qd6fht8y	375	43	regulation	regulation	NN
cord-255762-qd6fht8y	375	44	was	be	VBD
cord-255762-qd6fht8y	375	45	in	in	IN
cord-255762-qd6fht8y	375	46	force	force	NN
cord-255762-qd6fht8y	375	47	and	and	CC
cord-255762-qd6fht8y	375	48	otherwise	otherwise	RB
cord-255762-qd6fht8y	375	49	0	0	CD
cord-255762-qd6fht8y	375	50	.	.	.
cord-255762-qd6fht8y	376	1	This	this	DT
cord-255762-qd6fht8y	376	2	variable	variable	NN
cord-255762-qd6fht8y	376	3	interacts	interact	VBZ
cord-255762-qd6fht8y	376	4	with	with	IN
cord-255762-qd6fht8y	376	5	the	the	DT
cord-255762-qd6fht8y	376	6	PB	PB	NNP
cord-255762-qd6fht8y	376	7	dummies	dummy	NNS
cord-255762-qd6fht8y	376	8	to	to	TO
cord-255762-qd6fht8y	376	9	capture	capture	VB
cord-255762-qd6fht8y	376	10	any	any	DT
cord-255762-qd6fht8y	376	11	change	change	NN
cord-255762-qd6fht8y	376	12	in	in	IN
cord-255762-qd6fht8y	376	13	the	the	DT
cord-255762-qd6fht8y	376	14	PB	PB	NNP
cord-255762-qd6fht8y	376	15	fixed	fix	VBN
cord-255762-qd6fht8y	376	16	effect	effect	NN
cord-255762-qd6fht8y	376	17	attributable	attributable	JJ
cord-255762-qd6fht8y	376	18	to	to	IN
cord-255762-qd6fht8y	376	19	the	the	DT
cord-255762-qd6fht8y	376	20	reference	reference	NN
cord-255762-qd6fht8y	376	21	price	price	NN
cord-255762-qd6fht8y	376	22	.	.	.
cord-255762-qd6fht8y	377	1	26	26	CD
cord-255762-qd6fht8y	378	1	Excluded	exclude	VBN
cord-255762-qd6fht8y	378	2	from	from	IN
cord-255762-qd6fht8y	378	3	this	this	DT
cord-255762-qd6fht8y	378	4	estimate	estimate	NN
cord-255762-qd6fht8y	378	5	are	be	VBP
cord-255762-qd6fht8y	378	6	PBs	pb	NNS
cord-255762-qd6fht8y	378	7	with	with	IN
cord-255762-qd6fht8y	378	8	fewer	few	JJR
cord-255762-qd6fht8y	378	9	than	than	IN
cord-255762-qd6fht8y	378	10	10	10	CD
cord-255762-qd6fht8y	378	11	observations	observation	NNS
cord-255762-qd6fht8y	378	12	,	,	,
cord-255762-qd6fht8y	378	13	i.e.	i.e.	FW
cord-255762-qd6fht8y	378	14	PBs	PBs	NNPS
cord-255762-qd6fht8y	378	15	that	that	WDT
cord-255762-qd6fht8y	378	16	managed	manage	VBD
cord-255762-qd6fht8y	378	17	under	under	IN
cord-255762-qd6fht8y	378	18	10	10	CD
cord-255762-qd6fht8y	378	19	auctions	auction	NNS
cord-255762-qd6fht8y	378	20	in	in	IN
cord-255762-qd6fht8y	378	21	the	the	DT
cord-255762-qd6fht8y	378	22	period	period	NN
cord-255762-qd6fht8y	378	23	considered	consider	VBN
cord-255762-qd6fht8y	378	24	.	.	.
cord-255762-qd6fht8y	379	1	We	-PRON-	PRP
cord-255762-qd6fht8y	379	2	obtained	obtain	VBD
cord-255762-qd6fht8y	379	3	57	57	CD
cord-255762-qd6fht8y	379	4	PBs	pb	NNS
cord-255762-qd6fht8y	379	5	and	and	CC
cord-255762-qd6fht8y	379	6	1,192	1,192	CD
cord-255762-qd6fht8y	379	7	observations	observation	NNS
cord-255762-qd6fht8y	379	8	for	for	IN
cord-255762-qd6fht8y	379	9	awarded	award	VBN
cord-255762-qd6fht8y	379	10	medical	medical	JJ
cord-255762-qd6fht8y	379	11	devices	device	NNS
cord-255762-qd6fht8y	379	12	.	.	.
cord-255762-qd6fht8y	380	1	In	in	IN
cord-255762-qd6fht8y	380	2	the	the	DT
cord-255762-qd6fht8y	380	3	analysis	analysis	NN
cord-255762-qd6fht8y	380	4	,	,	,
cord-255762-qd6fht8y	380	5	we	-PRON-	PRP
cord-255762-qd6fht8y	380	6	use	use	VBP
cord-255762-qd6fht8y	380	7	standard	standard	JJ
cord-255762-qd6fht8y	380	8	errors	error	NNS
cord-255762-qd6fht8y	380	9	clustered	cluster	VBN
cord-255762-qd6fht8y	380	10	at	at	IN
cord-255762-qd6fht8y	380	11	the	the	DT
cord-255762-qd6fht8y	380	12	level	level	NN
cord-255762-qd6fht8y	380	13	of	of	IN
cord-255762-qd6fht8y	380	14	medical	medical	JJ
cord-255762-qd6fht8y	380	15	devices	device	NNS
cord-255762-qd6fht8y	380	16	to	to	TO
cord-255762-qd6fht8y	380	17	control	control	VB
cord-255762-qd6fht8y	380	18	for	for	IN
cord-255762-qd6fht8y	380	19	potential	potential	JJ
cord-255762-qd6fht8y	380	20	serial	serial	JJ
cord-255762-qd6fht8y	380	21	correlation	correlation	NN
cord-255762-qd6fht8y	380	22	.	.	.
cord-255762-qd6fht8y	381	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	381	2	aim	aim	NN
cord-255762-qd6fht8y	381	3	is	be	VBZ
cord-255762-qd6fht8y	381	4	to	to	TO
cord-255762-qd6fht8y	381	5	provide	provide	VB
cord-255762-qd6fht8y	381	6	an	an	DT
cord-255762-qd6fht8y	381	7	estimate	estimate	NN
cord-255762-qd6fht8y	381	8	for	for	IN
cord-255762-qd6fht8y	381	9	PB	PB	NNP
cord-255762-qd6fht8y	381	10	parameters	parameter	NNS
cord-255762-qd6fht8y	381	11	γ	γ	NNP
cord-255762-qd6fht8y	381	12	h	h	NN
cord-255762-qd6fht8y	382	1	=	=	SYM
cord-255762-qd6fht8y	382	2	ln	ln	NNP
cord-255762-qd6fht8y	382	3	(	(	-LRB-
cord-255762-qd6fht8y	382	4	γ	γ	NNP
cord-255762-qd6fht8y	382	5	h	h	NNP
cord-255762-qd6fht8y	382	6	)	)	-RRB-
cord-255762-qd6fht8y	382	7	,	,	,
cord-255762-qd6fht8y	382	8	where	where	WRB
cord-255762-qd6fht8y	382	9	γ	γ	NNP
cord-255762-qd6fht8y	382	10	h	h	NN
cord-255762-qd6fht8y	382	11	is	be	VBZ
cord-255762-qd6fht8y	382	12	the	the	DT
cord-255762-qd6fht8y	382	13	PB	pb	NN
cord-255762-qd6fht8y	382	14	-	-	HYPH
cord-255762-qd6fht8y	382	15	specific	specific	JJ
cord-255762-qd6fht8y	382	16	fixed	fix	VBN
cord-255762-qd6fht8y	382	17	effect	effect	NN
cord-255762-qd6fht8y	382	18	in	in	IN
cord-255762-qd6fht8y	382	19	purchasing	purchase	VBG
cord-255762-qd6fht8y	382	20	medical	medical	JJ
cord-255762-qd6fht8y	382	21	devices	device	NNS
cord-255762-qd6fht8y	382	22	,	,	,
cord-255762-qd6fht8y	382	23	as	as	IN
cord-255762-qd6fht8y	382	24	set	set	VBN
cord-255762-qd6fht8y	382	25	out	out	RP
cord-255762-qd6fht8y	382	26	in	in	IN
cord-255762-qd6fht8y	382	27	Equation	equation	NN
cord-255762-qd6fht8y	382	28	(	(	-LRB-
cord-255762-qd6fht8y	382	29	4	4	CD
cord-255762-qd6fht8y	382	30	)	)	-RRB-
cord-255762-qd6fht8y	382	31	.	.	.
cord-255762-qd6fht8y	383	1	The	the	DT
cord-255762-qd6fht8y	383	2	higher	high	JJR
cord-255762-qd6fht8y	383	3	the	the	DT
cord-255762-qd6fht8y	383	4	coefficient	coefficient	NN
cord-255762-qd6fht8y	383	5	,	,	,
cord-255762-qd6fht8y	383	6	the	the	DT
cord-255762-qd6fht8y	383	7	lower	low	JJR
cord-255762-qd6fht8y	383	8	the	the	DT
cord-255762-qd6fht8y	383	9	competence	competence	NN
cord-255762-qd6fht8y	383	10	of	of	IN
cord-255762-qd6fht8y	383	11	the	the	DT
cord-255762-qd6fht8y	383	12	PB	PB	NNP
cord-255762-qd6fht8y	383	13	.	.	.
cord-255762-qd6fht8y	384	1	In	in	IN
cord-255762-qd6fht8y	384	2	the	the	DT
cord-255762-qd6fht8y	384	3	regression	regression	NN
cord-255762-qd6fht8y	384	4	,	,	,
cord-255762-qd6fht8y	384	5	almost	almost	RB
cord-255762-qd6fht8y	384	6	all	all	DT
cord-255762-qd6fht8y	384	7	dummies	dummy	NNS
cord-255762-qd6fht8y	384	8	are	be	VBP
cord-255762-qd6fht8y	384	9	significant	significant	JJ
cord-255762-qd6fht8y	384	10	,	,	,
cord-255762-qd6fht8y	384	11	suggesting	suggest	VBG
cord-255762-qd6fht8y	384	12	that	that	IN
cord-255762-qd6fht8y	384	13	each	each	DT
cord-255762-qd6fht8y	384	14	PB	PB	NNP
cord-255762-qd6fht8y	384	15	is	be	VBZ
cord-255762-qd6fht8y	384	16	endowed	endow	VBN
cord-255762-qd6fht8y	384	17	with	with	IN
cord-255762-qd6fht8y	384	18	its	-PRON-	PRP$
cord-255762-qd6fht8y	384	19	own	own	JJ
cord-255762-qd6fht8y	384	20	specific	specific	JJ
cord-255762-qd6fht8y	384	21	procurement	procurement	NN
cord-255762-qd6fht8y	384	22	competence	competence	NN
cord-255762-qd6fht8y	384	23	.	.	.
cord-255762-qd6fht8y	385	1	The	the	DT
cord-255762-qd6fht8y	385	2	R	r	NN
cord-255762-qd6fht8y	385	3	2	2	CD
cord-255762-qd6fht8y	385	4	of	of	IN
cord-255762-qd6fht8y	385	5	the	the	DT
cord-255762-qd6fht8y	385	6	regression	regression	NN
cord-255762-qd6fht8y	385	7	is	be	VBZ
cord-255762-qd6fht8y	385	8	0.63	0.63	CD
cord-255762-qd6fht8y	385	9	,	,	,
cord-255762-qd6fht8y	385	10	which	which	WDT
cord-255762-qd6fht8y	385	11	means	mean	VBZ
cord-255762-qd6fht8y	385	12	that	that	IN
cord-255762-qd6fht8y	385	13	about	about	RB
cord-255762-qd6fht8y	385	14	two	two	CD
cord-255762-qd6fht8y	385	15	-	-	HYPH
cord-255762-qd6fht8y	385	16	thirds	third	NNS
cord-255762-qd6fht8y	385	17	of	of	IN
cord-255762-qd6fht8y	385	18	the	the	DT
cord-255762-qd6fht8y	385	19	difference	difference	NN
cord-255762-qd6fht8y	385	20	between	between	IN
cord-255762-qd6fht8y	385	21	prices	price	NNS
cord-255762-qd6fht8y	385	22	and	and	CC
cord-255762-qd6fht8y	385	23	marginal	marginal	JJ
cord-255762-qd6fht8y	385	24	costs	cost	NNS
cord-255762-qd6fht8y	385	25	can	can	MD
cord-255762-qd6fht8y	385	26	be	be	VB
cord-255762-qd6fht8y	385	27	explained	explain	VBN
cord-255762-qd6fht8y	385	28	by	by	IN
cord-255762-qd6fht8y	385	29	PB	PB	NNP
cord-255762-qd6fht8y	385	30	fixed	fix	VBN
cord-255762-qd6fht8y	385	31	effects	effect	NNS
cord-255762-qd6fht8y	385	32	.	.	.
cord-255762-qd6fht8y	386	1	Estimates	estimate	NNS
cord-255762-qd6fht8y	386	2	are	be	VBP
cord-255762-qd6fht8y	386	3	available	available	JJ
cord-255762-qd6fht8y	386	4	on	on	IN
cord-255762-qd6fht8y	386	5	request	request	NN
cord-255762-qd6fht8y	386	6	.	.	.
cord-255762-qd6fht8y	387	1	PB	PB	NNP
cord-255762-qd6fht8y	387	2	competence	competence	NN
cord-255762-qd6fht8y	387	3	may	may	MD
cord-255762-qd6fht8y	387	4	affect	affect	VB
cord-255762-qd6fht8y	387	5	various	various	JJ
cord-255762-qd6fht8y	387	6	decisions	decision	NNS
cord-255762-qd6fht8y	387	7	in	in	IN
cord-255762-qd6fht8y	387	8	purchasing	purchase	VBG
cord-255762-qd6fht8y	387	9	procedures	procedure	NNS
cord-255762-qd6fht8y	387	10	such	such	JJ
cord-255762-qd6fht8y	387	11	as	as	IN
cord-255762-qd6fht8y	387	12	the	the	DT
cord-255762-qd6fht8y	387	13	choice	choice	NN
cord-255762-qd6fht8y	387	14	of	of	IN
cord-255762-qd6fht8y	387	15	awarding	award	VBG
cord-255762-qd6fht8y	387	16	mechanism	mechanism	NN
cord-255762-qd6fht8y	387	17	and	and	CC
cord-255762-qd6fht8y	387	18	of	of	IN
cord-255762-qd6fht8y	387	19	the	the	DT
cord-255762-qd6fht8y	387	20	reserve	reserve	NN
cord-255762-qd6fht8y	387	21	price	price	NN
cord-255762-qd6fht8y	387	22	,	,	,
cord-255762-qd6fht8y	387	23	or	or	CC
cord-255762-qd6fht8y	387	24	how	how	WRB
cord-255762-qd6fht8y	387	25	to	to	TO
cord-255762-qd6fht8y	387	26	attract	attract	VB
cord-255762-qd6fht8y	387	27	more	more	JJR
cord-255762-qd6fht8y	387	28	or	or	CC
cord-255762-qd6fht8y	387	29	better	well	JJR
cord-255762-qd6fht8y	387	30	suppliers	supplier	NNS
cord-255762-qd6fht8y	387	31	,	,	,
cord-255762-qd6fht8y	387	32	among	among	IN
cord-255762-qd6fht8y	387	33	others	other	NNS
cord-255762-qd6fht8y	387	34	.	.	.
cord-255762-qd6fht8y	388	1	Below	below	IN
cord-255762-qd6fht8y	388	2	we	-PRON-	PRP
cord-255762-qd6fht8y	388	3	study	study	VBP
cord-255762-qd6fht8y	388	4	PB	PB	NNP
cord-255762-qd6fht8y	388	5	competence	competence	NN
cord-255762-qd6fht8y	388	6	in	in	IN
cord-255762-qd6fht8y	388	7	managing	manage	VBG
cord-255762-qd6fht8y	388	8	the	the	DT
cord-255762-qd6fht8y	388	9	purchasing	purchasing	NN
cord-255762-qd6fht8y	388	10	of	of	IN
cord-255762-qd6fht8y	388	11	medical	medical	JJ
cord-255762-qd6fht8y	388	12	devices	device	NNS
cord-255762-qd6fht8y	388	13	to	to	TO
cord-255762-qd6fht8y	388	14	see	see	VB
cord-255762-qd6fht8y	388	15	if	if	IN
cord-255762-qd6fht8y	388	16	it	-PRON-	PRP
cord-255762-qd6fht8y	388	17	is	be	VBZ
cord-255762-qd6fht8y	388	18	associated	associate	VBN
cord-255762-qd6fht8y	388	19	with	with	IN
cord-255762-qd6fht8y	388	20	any	any	DT
cord-255762-qd6fht8y	388	21	observable	observable	JJ
cord-255762-qd6fht8y	388	22	characteristics	characteristic	NNS
cord-255762-qd6fht8y	388	23	.	.	.
cord-255762-qd6fht8y	389	1	Hence	hence	RB
cord-255762-qd6fht8y	389	2	,	,	,
cord-255762-qd6fht8y	389	3	we	-PRON-	PRP
cord-255762-qd6fht8y	389	4	run	run	VBP
cord-255762-qd6fht8y	389	5	the	the	DT
cord-255762-qd6fht8y	389	6	following	follow	VBG
cord-255762-qd6fht8y	389	7	regressions	regression	NNS
cord-255762-qd6fht8y	389	8	of	of	IN
cord-255762-qd6fht8y	389	9	a	a	DT
cord-255762-qd6fht8y	389	10	proxy	proxy	NN
cord-255762-qd6fht8y	389	11	for	for	IN
cord-255762-qd6fht8y	389	12	each	each	DT
cord-255762-qd6fht8y	389	13	PB	PB	NNP
cord-255762-qd6fht8y	389	14	fixed	fix	VBN
cord-255762-qd6fht8y	389	15	effect	effect	NN
cord-255762-qd6fht8y	389	16	on	on	IN
cord-255762-qd6fht8y	389	17	a	a	DT
cord-255762-qd6fht8y	389	18	set	set	NN
cord-255762-qd6fht8y	389	19	of	of	IN
cord-255762-qd6fht8y	389	20	explanatory	explanatory	JJ
cord-255762-qd6fht8y	389	21	variables	variable	NNS
cord-255762-qd6fht8y	389	22	:	:	:
cord-255762-qd6fht8y	389	23	In	in	IN
cord-255762-qd6fht8y	389	24	these	these	DT
cord-255762-qd6fht8y	389	25	regressions	regression	NNS
cord-255762-qd6fht8y	389	26	,	,	,
cord-255762-qd6fht8y	389	27	the	the	DT
cord-255762-qd6fht8y	389	28	unit	unit	NN
cord-255762-qd6fht8y	389	29	of	of	IN
cord-255762-qd6fht8y	389	30	analysis	analysis	NN
cord-255762-qd6fht8y	389	31	is	be	VBZ
cord-255762-qd6fht8y	389	32	a	a	DT
cord-255762-qd6fht8y	389	33	single	single	JJ
cord-255762-qd6fht8y	389	34	PB	pb	NN
cord-255762-qd6fht8y	389	35	.	.	.
cord-255762-qd6fht8y	390	1	We	-PRON-	PRP
cord-255762-qd6fht8y	390	2	consider	consider	VBP
cord-255762-qd6fht8y	390	3	weighted	weighted	JJ
cord-255762-qd6fht8y	390	4	regressions	regression	NNS
cord-255762-qd6fht8y	390	5	,	,	,
cord-255762-qd6fht8y	390	6	in	in	IN
cord-255762-qd6fht8y	390	7	which	which	WDT
cord-255762-qd6fht8y	390	8	the	the	DT
cord-255762-qd6fht8y	390	9	weight	weight	NN
cord-255762-qd6fht8y	390	10	is	be	VBZ
cord-255762-qd6fht8y	390	11	proportional	proportional	JJ
cord-255762-qd6fht8y	390	12	to	to	IN
cord-255762-qd6fht8y	390	13	the	the	DT
cord-255762-qd6fht8y	390	14	number	number	NN
cord-255762-qd6fht8y	390	15	of	of	IN
cord-255762-qd6fht8y	390	16	auctions	auction	NNS
cord-255762-qd6fht8y	390	17	the	the	DT
cord-255762-qd6fht8y	390	18	PB	PB	NNP
cord-255762-qd6fht8y	390	19	managed	manage	VBD
cord-255762-qd6fht8y	390	20	in	in	IN
cord-255762-qd6fht8y	390	21	our	-PRON-	PRP$
cord-255762-qd6fht8y	390	22	sample	sample	NN
cord-255762-qd6fht8y	390	23	period	period	NN
cord-255762-qd6fht8y	390	24	.	.	.
cord-255762-qd6fht8y	391	1	This	this	DT
cord-255762-qd6fht8y	391	2	way	way	NN
cord-255762-qd6fht8y	391	3	,	,	,
cord-255762-qd6fht8y	391	4	we	-PRON-	PRP
cord-255762-qd6fht8y	391	5	attribute	attribute	VBP
cord-255762-qd6fht8y	391	6	more	more	JJR
cord-255762-qd6fht8y	391	7	importance	importance	NN
cord-255762-qd6fht8y	391	8	to	to	IN
cord-255762-qd6fht8y	391	9	the	the	DT
cord-255762-qd6fht8y	391	10	PBs	PBs	NNPS
cord-255762-qd6fht8y	391	11	that	that	WDT
cord-255762-qd6fht8y	391	12	more	more	RBR
cord-255762-qd6fht8y	391	13	frequently	frequently	RB
cord-255762-qd6fht8y	391	14	organised	organise	VBN
cord-255762-qd6fht8y	391	15	tenders	tender	NNS
cord-255762-qd6fht8y	391	16	to	to	TO
cord-255762-qd6fht8y	391	17	award	award	VB
cord-255762-qd6fht8y	391	18	medical	medical	JJ
cord-255762-qd6fht8y	391	19	devices	device	NNS
cord-255762-qd6fht8y	391	20	.	.	.
cord-255762-qd6fht8y	392	1	27	27	CD
cord-255762-qd6fht8y	392	2	We	-PRON-	PRP
cord-255762-qd6fht8y	392	3	consider	consider	VBP
cord-255762-qd6fht8y	392	4	two	two	CD
cord-255762-qd6fht8y	392	5	different	different	JJ
cord-255762-qd6fht8y	392	6	measures	measure	NNS
cord-255762-qd6fht8y	392	7	for	for	IN
cord-255762-qd6fht8y	392	8	the	the	DT
cord-255762-qd6fht8y	392	9	dependent	dependent	JJ
cord-255762-qd6fht8y	392	10	variable	variable	NN
cord-255762-qd6fht8y	392	11	.	.	.
cord-255762-qd6fht8y	393	1	First	first	RB
cord-255762-qd6fht8y	393	2	,	,	,
cord-255762-qd6fht8y	393	3	we	-PRON-	PRP
cord-255762-qd6fht8y	393	4	take	take	VBP
cord-255762-qd6fht8y	393	5	PB	PB	NNP
cord-255762-qd6fht8y	393	6	competence	competence	NN
cord-255762-qd6fht8y	393	7	derived	derive	VBN
cord-255762-qd6fht8y	393	8	earlier	early	RBR
cord-255762-qd6fht8y	393	9	from	from	IN
cord-255762-qd6fht8y	393	10	Equation	equation	NN
cord-255762-qd6fht8y	393	11	(	(	-LRB-
cord-255762-qd6fht8y	393	12	12	12	CD
cord-255762-qd6fht8y	393	13	)	)	-RRB-
cord-255762-qd6fht8y	393	14	with	with	IN
cord-255762-qd6fht8y	393	15	the	the	DT
cord-255762-qd6fht8y	393	16	structural	structural	JJ
cord-255762-qd6fht8y	393	17	estimation	estimation	NN
cord-255762-qd6fht8y	393	18	of	of	IN
cord-255762-qd6fht8y	393	19	the	the	DT
cord-255762-qd6fht8y	393	20	marginal	marginal	JJ
cord-255762-qd6fht8y	393	21	costs	cost	NNS
cord-255762-qd6fht8y	393	22	.	.	.
cord-255762-qd6fht8y	394	1	Second	second	RB
cord-255762-qd6fht8y	394	2	,	,	,
cord-255762-qd6fht8y	394	3	we	-PRON-	PRP
cord-255762-qd6fht8y	394	4	take	take	VBP
cord-255762-qd6fht8y	394	5	a	a	DT
cord-255762-qd6fht8y	394	6	measure	measure	NN
cord-255762-qd6fht8y	394	7	of	of	IN
cord-255762-qd6fht8y	394	8	PB	PB	NNP
cord-255762-qd6fht8y	394	9	competence	competence	NN
cord-255762-qd6fht8y	394	10	originating	originate	VBG
cord-255762-qd6fht8y	394	11	from	from	IN
cord-255762-qd6fht8y	394	12	the	the	DT
cord-255762-qd6fht8y	394	13	following	following	JJ
cord-255762-qd6fht8y	394	14	equation	equation	NN
cord-255762-qd6fht8y	394	15	:	:	:
cord-255762-qd6fht8y	394	16	Equation	equation	NN
cord-255762-qd6fht8y	394	17	(	(	-LRB-
cord-255762-qd6fht8y	394	18	14	14	CD
cord-255762-qd6fht8y	394	19	)	)	-RRB-
cord-255762-qd6fht8y	394	20	differs	differ	VBZ
cord-255762-qd6fht8y	394	21	from	from	IN
cord-255762-qd6fht8y	394	22	Equation	equation	NN
cord-255762-qd6fht8y	394	23	(	(	-LRB-
cord-255762-qd6fht8y	394	24	12	12	CD
cord-255762-qd6fht8y	394	25	)	)	-RRB-
cord-255762-qd6fht8y	394	26	in	in	IN
cord-255762-qd6fht8y	394	27	two	two	CD
cord-255762-qd6fht8y	394	28	ways	way	NNS
cord-255762-qd6fht8y	394	29	.	.	.
cord-255762-qd6fht8y	395	1	First	first	RB
cord-255762-qd6fht8y	395	2	,	,	,
cord-255762-qd6fht8y	395	3	the	the	DT
cord-255762-qd6fht8y	395	4	dependent	dependent	JJ
cord-255762-qd6fht8y	395	5	variable	variable	NN
cord-255762-qd6fht8y	395	6	comprises	comprise	VBZ
cord-255762-qd6fht8y	395	7	prices	price	NNS
cord-255762-qd6fht8y	395	8	only	only	RB
cord-255762-qd6fht8y	395	9	and	and	CC
cord-255762-qd6fht8y	395	10	therefore	therefore	RB
cord-255762-qd6fht8y	395	11	excludes	exclude	VBZ
cord-255762-qd6fht8y	395	12	marginal	marginal	JJ
cord-255762-qd6fht8y	395	13	costs	cost	NNS
cord-255762-qd6fht8y	395	14	which	which	WDT
cord-255762-qd6fht8y	395	15	,	,	,
cord-255762-qd6fht8y	395	16	in	in	IN
cord-255762-qd6fht8y	395	17	our	-PRON-	PRP$
cord-255762-qd6fht8y	395	18	approach	approach	NN
cord-255762-qd6fht8y	395	19	,	,	,
cord-255762-qd6fht8y	395	20	are	be	VBP
cord-255762-qd6fht8y	395	21	recovered	recover	VBN
cord-255762-qd6fht8y	395	22	from	from	IN
cord-255762-qd6fht8y	395	23	prices	price	NNS
cord-255762-qd6fht8y	395	24	.	.	.
cord-255762-qd6fht8y	396	1	Second	second	RB
cord-255762-qd6fht8y	396	2	,	,	,
cord-255762-qd6fht8y	396	3	the	the	DT
cord-255762-qd6fht8y	396	4	specification	specification	NN
cord-255762-qd6fht8y	396	5	now	now	RB
cord-255762-qd6fht8y	396	6	includes	include	VBZ
cord-255762-qd6fht8y	396	7	medical	medical	JJ
cord-255762-qd6fht8y	396	8	device	device	NN
cord-255762-qd6fht8y	396	9	dummies	dummy	NNS
cord-255762-qd6fht8y	396	10	.	.	.
cord-255762-qd6fht8y	397	1	The	the	DT
cord-255762-qd6fht8y	397	2	purpose	purpose	NN
cord-255762-qd6fht8y	397	3	is	be	VBZ
cord-255762-qd6fht8y	397	4	to	to	TO
cord-255762-qd6fht8y	397	5	obtain	obtain	VB
cord-255762-qd6fht8y	397	6	estimates	estimate	NNS
cord-255762-qd6fht8y	397	7	of	of	IN
cord-255762-qd6fht8y	397	8	the	the	DT
cord-255762-qd6fht8y	397	9	PB	PB	NNP
cord-255762-qd6fht8y	397	10	fixed	fix	VBN
cord-255762-qd6fht8y	397	11	effects	effect	NNS
cord-255762-qd6fht8y	397	12	unaffected	unaffected	JJ
cord-255762-qd6fht8y	397	13	by	by	IN
cord-255762-qd6fht8y	397	14	our	-PRON-	PRP$
cord-255762-qd6fht8y	397	15	structural	structural	JJ
cord-255762-qd6fht8y	397	16	approach	approach	NN
cord-255762-qd6fht8y	397	17	to	to	TO
cord-255762-qd6fht8y	397	18	infer	infer	VB
cord-255762-qd6fht8y	397	19	the	the	DT
cord-255762-qd6fht8y	397	20	marginal	marginal	JJ
cord-255762-qd6fht8y	397	21	cost	cost	NN
cord-255762-qd6fht8y	397	22	of	of	IN
cord-255762-qd6fht8y	397	23	medical	medical	JJ
cord-255762-qd6fht8y	397	24	devices	device	NNS
cord-255762-qd6fht8y	397	25	.	.	.
cord-255762-qd6fht8y	398	1	Indeed	indeed	RB
cord-255762-qd6fht8y	398	2	,	,	,
cord-255762-qd6fht8y	398	3	the	the	DT
cord-255762-qd6fht8y	398	4	heterogeneity	heterogeneity	NN
cord-255762-qd6fht8y	398	5	of	of	IN
cord-255762-qd6fht8y	398	6	the	the	DT
cord-255762-qd6fht8y	398	7	costs	cost	NNS
cord-255762-qd6fht8y	398	8	of	of	IN
cord-255762-qd6fht8y	398	9	the	the	DT
cord-255762-qd6fht8y	398	10	devices	device	NNS
cord-255762-qd6fht8y	398	11	is	be	VBZ
cord-255762-qd6fht8y	398	12	now	now	RB
cord-255762-qd6fht8y	398	13	captured	capture	VBN
cord-255762-qd6fht8y	398	14	through	through	IN
cord-255762-qd6fht8y	398	15	the	the	DT
cord-255762-qd6fht8y	398	16	assumption	assumption	NN
cord-255762-qd6fht8y	398	17	-	-	HYPH
cord-255762-qd6fht8y	398	18	free	free	JJ
cord-255762-qd6fht8y	398	19	medical	medical	JJ
cord-255762-qd6fht8y	398	20	device	device	NN
cord-255762-qd6fht8y	398	21	dummies	dummy	NNS
cord-255762-qd6fht8y	398	22	,	,	,
cord-255762-qd6fht8y	398	23	similarly	similarly	RB
cord-255762-qd6fht8y	398	24	to	to	IN
cord-255762-qd6fht8y	398	25	Best	Best	NNP
cord-255762-qd6fht8y	398	26	et	et	FW
cord-255762-qd6fht8y	398	27	al	al	NNP
cord-255762-qd6fht8y	398	28	.	.	.
cord-255762-qd6fht8y	399	1	(	(	-LRB-
cord-255762-qd6fht8y	399	2	2017	2017	CD
cord-255762-qd6fht8y	399	3	)	)	-RRB-
cord-255762-qd6fht8y	399	4	.	.	.
cord-255762-qd6fht8y	400	1	The	the	DT
cord-255762-qd6fht8y	400	2	resulting	result	VBG
cord-255762-qd6fht8y	400	3	estimates	estimate	NNS
cord-255762-qd6fht8y	400	4	of	of	IN
cord-255762-qd6fht8y	400	5	γ	γ	NNP
cord-255762-qd6fht8y	400	6	h	h	NNP
cord-255762-qd6fht8y	400	7	are	be	VBP
cord-255762-qd6fht8y	400	8	generally	generally	RB
cord-255762-qd6fht8y	400	9	smaller	small	JJR
cord-255762-qd6fht8y	400	10	but	but	CC
cord-255762-qd6fht8y	400	11	highly	highly	RB
cord-255762-qd6fht8y	400	12	correlated	correlate	VBN
cord-255762-qd6fht8y	400	13	(	(	-LRB-
cord-255762-qd6fht8y	400	14	0.64	0.64	CD
cord-255762-qd6fht8y	400	15	)	)	-RRB-
cord-255762-qd6fht8y	400	16	with	with	IN
cord-255762-qd6fht8y	400	17	those	those	DT
cord-255762-qd6fht8y	400	18	obtained	obtain	VBN
cord-255762-qd6fht8y	400	19	from	from	IN
cord-255762-qd6fht8y	400	20	our	-PRON-	PRP$
cord-255762-qd6fht8y	400	21	benchmark	benchmark	NN
cord-255762-qd6fht8y	400	22	analysis	analysis	NN
cord-255762-qd6fht8y	400	23	.	.	.
cord-255762-qd6fht8y	401	1	The	the	DT
cord-255762-qd6fht8y	401	2	R	r	NN
cord-255762-qd6fht8y	401	3	2	2	CD
cord-255762-qd6fht8y	401	4	of	of	IN
cord-255762-qd6fht8y	401	5	the	the	DT
cord-255762-qd6fht8y	401	6	regression	regression	NN
cord-255762-qd6fht8y	401	7	in	in	IN
cord-255762-qd6fht8y	401	8	Equation	equation	NN
cord-255762-qd6fht8y	401	9	(	(	-LRB-
cord-255762-qd6fht8y	401	10	14	14	CD
cord-255762-qd6fht8y	401	11	)	)	-RRB-
cord-255762-qd6fht8y	401	12	is	be	VBZ
cord-255762-qd6fht8y	401	13	equal	equal	JJ
cord-255762-qd6fht8y	401	14	to	to	IN
cord-255762-qd6fht8y	401	15	0.94	0.94	CD
cord-255762-qd6fht8y	401	16	,	,	,
cord-255762-qd6fht8y	401	17	but	but	CC
cord-255762-qd6fht8y	401	18	falls	fall	VBZ
cord-255762-qd6fht8y	401	19	to	to	IN
cord-255762-qd6fht8y	401	20	0.49	0.49	CD
cord-255762-qd6fht8y	401	21	when	when	WRB
cord-255762-qd6fht8y	401	22	the	the	DT
cord-255762-qd6fht8y	401	23	regression	regression	NN
cord-255762-qd6fht8y	401	24	is	be	VBZ
cord-255762-qd6fht8y	401	25	repeated	repeat	VBN
cord-255762-qd6fht8y	401	26	with	with	IN
cord-255762-qd6fht8y	401	27	only	only	JJ
cord-255762-qd6fht8y	401	28	PB	PB	NNP
cord-255762-qd6fht8y	401	29	fixed	fix	VBN
cord-255762-qd6fht8y	401	30	effects	effect	NNS
cord-255762-qd6fht8y	401	31	.	.	.
cord-255762-qd6fht8y	402	1	Even	even	RB
cord-255762-qd6fht8y	402	2	after	after	IN
cord-255762-qd6fht8y	402	3	excluding	exclude	VBG
cord-255762-qd6fht8y	402	4	the	the	DT
cord-255762-qd6fht8y	402	5	structural	structural	JJ
cord-255762-qd6fht8y	402	6	analysis	analysis	NN
cord-255762-qd6fht8y	402	7	,	,	,
cord-255762-qd6fht8y	402	8	almost	almost	RB
cord-255762-qd6fht8y	402	9	half	half	NN
cord-255762-qd6fht8y	402	10	of	of	IN
cord-255762-qd6fht8y	402	11	the	the	DT
cord-255762-qd6fht8y	402	12	price	price	NN
cord-255762-qd6fht8y	402	13	disparities	disparity	NNS
cord-255762-qd6fht8y	402	14	is	be	VBZ
cord-255762-qd6fht8y	402	15	explained	explain	VBN
cord-255762-qd6fht8y	402	16	by	by	IN
cord-255762-qd6fht8y	402	17	PB	PB	NNP
cord-255762-qd6fht8y	402	18	fixed	fix	VBN
cord-255762-qd6fht8y	402	19	effects	effect	NNS
cord-255762-qd6fht8y	402	20	(	(	-LRB-
cord-255762-qd6fht8y	402	21	estimates	estimate	NNS
cord-255762-qd6fht8y	402	22	are	be	VBP
cord-255762-qd6fht8y	402	23	available	available	JJ
cord-255762-qd6fht8y	402	24	on	on	IN
cord-255762-qd6fht8y	402	25	request	request	NN
cord-255762-qd6fht8y	402	26	)	)	-RRB-
cord-255762-qd6fht8y	402	27	.	.	.
cord-255762-qd6fht8y	403	1	Note	note	VB
cord-255762-qd6fht8y	403	2	that	that	IN
cord-255762-qd6fht8y	403	3	in	in	IN
cord-255762-qd6fht8y	403	4	Equation	equation	NN
cord-255762-qd6fht8y	403	5	(	(	-LRB-
cord-255762-qd6fht8y	403	6	13	13	CD
cord-255762-qd6fht8y	403	7	)	)	-RRB-
cord-255762-qd6fht8y	403	8	,	,	,
cord-255762-qd6fht8y	403	9	the	the	DT
cord-255762-qd6fht8y	403	10	sign	sign	NN
cord-255762-qd6fht8y	403	11	of	of	IN
cord-255762-qd6fht8y	403	12	the	the	DT
cord-255762-qd6fht8y	403	13	dependent	dependent	JJ
cord-255762-qd6fht8y	403	14	variable	variable	NN
cord-255762-qd6fht8y	403	15	is	be	VBZ
cord-255762-qd6fht8y	403	16	inverted	invert	VBN
cord-255762-qd6fht8y	403	17	to	to	TO
cord-255762-qd6fht8y	403	18	ease	ease	VB
cord-255762-qd6fht8y	403	19	interpretation	interpretation	NN
cord-255762-qd6fht8y	403	20	.	.	.
cord-255762-qd6fht8y	404	1	In	in	IN
cord-255762-qd6fht8y	404	2	so	so	RB
cord-255762-qd6fht8y	404	3	doing	do	VBG
cord-255762-qd6fht8y	404	4	,	,	,
cord-255762-qd6fht8y	404	5	higher	high	JJR
cord-255762-qd6fht8y	404	6	coefficients	coefficient	NNS
cord-255762-qd6fht8y	404	7	indicate	indicate	VBP
cord-255762-qd6fht8y	404	8	higher	high	JJR
cord-255762-qd6fht8y	404	9	competence	competence	NN
cord-255762-qd6fht8y	404	10	in	in	IN
cord-255762-qd6fht8y	404	11	managing	manage	VBG
cord-255762-qd6fht8y	404	12	procurement	procurement	NN
cord-255762-qd6fht8y	404	13	.	.	.
cord-255762-qd6fht8y	405	1	As	as	IN
cord-255762-qd6fht8y	405	2	the	the	DT
cord-255762-qd6fht8y	405	3	dependent	dependent	JJ
cord-255762-qd6fht8y	405	4	variable	variable	NN
cord-255762-qd6fht8y	405	5	is	be	VBZ
cord-255762-qd6fht8y	405	6	itself	-PRON-	PRP
cord-255762-qd6fht8y	405	7	an	an	DT
cord-255762-qd6fht8y	405	8	estimate	estimate	NN
cord-255762-qd6fht8y	405	9	,	,	,
cord-255762-qd6fht8y	405	10	we	-PRON-	PRP
cord-255762-qd6fht8y	405	11	make	make	VBP
cord-255762-qd6fht8y	405	12	use	use	NN
cord-255762-qd6fht8y	405	13	of	of	IN
cord-255762-qd6fht8y	405	14	bootstrapped	bootstrappe	VBN
cord-255762-qd6fht8y	405	15	standard	standard	JJ
cord-255762-qd6fht8y	405	16	errors	error	NNS
cord-255762-qd6fht8y	405	17	based	base	VBN
cord-255762-qd6fht8y	405	18	on	on	IN
cord-255762-qd6fht8y	405	19	1,000	1,000	CD
cord-255762-qd6fht8y	405	20	iterations	iteration	NNS
cord-255762-qd6fht8y	405	21	.	.	.
cord-255762-qd6fht8y	406	1	The	the	DT
cord-255762-qd6fht8y	406	2	specification	specification	NN
cord-255762-qd6fht8y	406	3	includes	include	VBZ
cord-255762-qd6fht8y	406	4	four	four	CD
cord-255762-qd6fht8y	406	5	groups	group	NNS
cord-255762-qd6fht8y	406	6	of	of	IN
cord-255762-qd6fht8y	406	7	variables	variable	NNS
cord-255762-qd6fht8y	406	8	:	:	:
cord-255762-qd6fht8y	407	1	M	M	NNP
cord-255762-qd6fht8y	407	2	h	h	NNP
cord-255762-qd6fht8y	407	3	refers	refer	VBZ
cord-255762-qd6fht8y	407	4	to	to	IN
cord-255762-qd6fht8y	407	5	the	the	DT
cord-255762-qd6fht8y	407	6	auction	auction	NN
cord-255762-qd6fht8y	407	7	mechanism	mechanism	NN
cord-255762-qd6fht8y	407	8	applied	apply	VBN
cord-255762-qd6fht8y	407	9	(	(	-LRB-
cord-255762-qd6fht8y	407	10	the	the	DT
cord-255762-qd6fht8y	407	11	fraction	fraction	NN
cord-255762-qd6fht8y	407	12	of	of	IN
cord-255762-qd6fht8y	407	13	direct	direct	JJ
cord-255762-qd6fht8y	407	14	negotiations	negotiation	NNS
cord-255762-qd6fht8y	407	15	)	)	-RRB-
cord-255762-qd6fht8y	407	16	,	,	,
cord-255762-qd6fht8y	407	17	H	h	NN
cord-255762-qd6fht8y	407	18	h	h	NN
cord-255762-qd6fht8y	407	19	refers	refer	VBZ
cord-255762-qd6fht8y	407	20	to	to	IN
cord-255762-qd6fht8y	407	21	potential	potential	JJ
cord-255762-qd6fht8y	407	22	scale	scale	NN
cord-255762-qd6fht8y	407	23	economies	economy	NNS
cord-255762-qd6fht8y	407	24	in	in	IN
cord-255762-qd6fht8y	407	25	purchasing	purchase	VBG
cord-255762-qd6fht8y	407	26	(	(	-LRB-
cord-255762-qd6fht8y	407	27	the	the	DT
cord-255762-qd6fht8y	407	28	logarithm	logarithm	NN
cord-255762-qd6fht8y	407	29	of	of	IN
cord-255762-qd6fht8y	407	30	total	total	JJ
cord-255762-qd6fht8y	407	31	personnel	personnel	NNS
cord-255762-qd6fht8y	407	32	cost	cost	NN
cord-255762-qd6fht8y	407	33	or	or	CC
cord-255762-qd6fht8y	407	34	the	the	DT
cord-255762-qd6fht8y	407	35	logarithm	logarithm	NN
cord-255762-qd6fht8y	407	36	of	of	IN
cord-255762-qd6fht8y	407	37	healthcare	healthcare	NN
cord-255762-qd6fht8y	407	38	material	material	NN
cord-255762-qd6fht8y	407	39	purchases	purchase	NNS
cord-255762-qd6fht8y	407	40	)	)	-RRB-
cord-255762-qd6fht8y	407	41	,	,	,
cord-255762-qd6fht8y	407	42	P	p	NN
cord-255762-qd6fht8y	407	43	h	h	NN
cord-255762-qd6fht8y	407	44	refers	refer	VBZ
cord-255762-qd6fht8y	407	45	to	to	IN
cord-255762-qd6fht8y	407	46	the	the	DT
cord-255762-qd6fht8y	407	47	distribution	distribution	NN
cord-255762-qd6fht8y	407	48	of	of	IN
cord-255762-qd6fht8y	407	49	costs	cost	NNS
cord-255762-qd6fht8y	407	50	(	(	-LRB-
cord-255762-qd6fht8y	407	51	the	the	DT
cord-255762-qd6fht8y	407	52	fraction	fraction	NN
cord-255762-qd6fht8y	407	53	of	of	IN
cord-255762-qd6fht8y	407	54	non	non	JJ
cord-255762-qd6fht8y	407	55	-	-	JJ
cord-255762-qd6fht8y	407	56	health	health	JJ
cord-255762-qd6fht8y	407	57	personnel	personnel	NNS
cord-255762-qd6fht8y	407	58	over	over	IN
cord-255762-qd6fht8y	407	59	total	total	JJ
cord-255762-qd6fht8y	407	60	personnel	personnel	NNS
cord-255762-qd6fht8y	407	61	costs	cost	NNS
cord-255762-qd6fht8y	407	62	and	and	CC
cord-255762-qd6fht8y	407	63	the	the	DT
cord-255762-qd6fht8y	407	64	fraction	fraction	NN
cord-255762-qd6fht8y	407	65	of	of	IN
cord-255762-qd6fht8y	407	66	healthcare	healthcare	NN
cord-255762-qd6fht8y	407	67	material	material	NN
cord-255762-qd6fht8y	407	68	purchases	purchase	NNS
cord-255762-qd6fht8y	407	69	over	over	IN
cord-255762-qd6fht8y	407	70	total	total	JJ
cord-255762-qd6fht8y	407	71	health	health	NN
cord-255762-qd6fht8y	407	72	costs	cost	NNS
cord-255762-qd6fht8y	407	73	)	)	-RRB-
cord-255762-qd6fht8y	407	74	and	and	CC
cord-255762-qd6fht8y	407	75	the	the	DT
cord-255762-qd6fht8y	407	76	average	average	JJ
cord-255762-qd6fht8y	407	77	number	number	NN
cord-255762-qd6fht8y	407	78	of	of	IN
cord-255762-qd6fht8y	407	79	days	day	NNS
cord-255762-qd6fht8y	407	80	the	the	DT
cord-255762-qd6fht8y	407	81	PB	PB	NNP
cord-255762-qd6fht8y	407	82	takes	take	VBZ
cord-255762-qd6fht8y	407	83	to	to	TO
cord-255762-qd6fht8y	407	84	pay	pay	VB
cord-255762-qd6fht8y	407	85	its	-PRON-	PRP$
cord-255762-qd6fht8y	407	86	suppliers	supplier	NNS
cord-255762-qd6fht8y	407	87	(	(	-LRB-
cord-255762-qd6fht8y	407	88	the	the	DT
cord-255762-qd6fht8y	407	89	logarithm	logarithm	NN
cord-255762-qd6fht8y	407	90	of	of	IN
cord-255762-qd6fht8y	407	91	days	day	NNS
cord-255762-qd6fht8y	407	92	of	of	IN
cord-255762-qd6fht8y	407	93	payable	payable	JJ
cord-255762-qd6fht8y	407	94	outstanding	outstanding	JJ
cord-255762-qd6fht8y	407	95	in	in	IN
cord-255762-qd6fht8y	407	96	2012	2012	CD
cord-255762-qd6fht8y	407	97	)	)	-RRB-
cord-255762-qd6fht8y	407	98	,	,	,
cord-255762-qd6fht8y	407	99	28	28	CD
cord-255762-qd6fht8y	407	100	and	and	CC
cord-255762-qd6fht8y	407	101	C	C	NNP
cord-255762-qd6fht8y	407	102	h	h	NNP
cord-255762-qd6fht8y	407	103	refers	refer	VBZ
cord-255762-qd6fht8y	407	104	to	to	TO
cord-255762-qd6fht8y	407	105	control	control	VB
cord-255762-qd6fht8y	407	106	variables	variable	NNS
cord-255762-qd6fht8y	407	107	on	on	IN
cord-255762-qd6fht8y	407	108	the	the	DT
cord-255762-qd6fht8y	407	109	nature	nature	NN
cord-255762-qd6fht8y	407	110	of	of	IN
cord-255762-qd6fht8y	407	111	the	the	DT
cord-255762-qd6fht8y	407	112	PB	PB	NNP
cord-255762-qd6fht8y	407	113	(	(	-LRB-
cord-255762-qd6fht8y	407	114	the	the	DT
cord-255762-qd6fht8y	407	115	dummy	dummy	JJ
cord-255762-qd6fht8y	407	116	ASL	ASL	NNP
cord-255762-qd6fht8y	407	117	,	,	,
cord-255762-qd6fht8y	407	118	identifying	identify	VBG
cord-255762-qd6fht8y	407	119	local	local	JJ
cord-255762-qd6fht8y	407	120	healthcare	healthcare	NN
cord-255762-qd6fht8y	407	121	units	unit	NNS
cord-255762-qd6fht8y	407	122	,	,	,
cord-255762-qd6fht8y	407	123	other	other	JJ
cord-255762-qd6fht8y	407	124	than	than	IN
cord-255762-qd6fht8y	407	125	hospitals	hospital	NNS
cord-255762-qd6fht8y	407	126	)	)	-RRB-
cord-255762-qd6fht8y	407	127	,	,	,
cord-255762-qd6fht8y	407	128	its	-PRON-	PRP$
cord-255762-qd6fht8y	407	129	location	location	NN
cord-255762-qd6fht8y	407	130	in	in	IN
cord-255762-qd6fht8y	407	131	a	a	DT
cord-255762-qd6fht8y	407	132	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	407	133	/	/	SYM
cord-255762-qd6fht8y	407	134	rural	rural	JJ
cord-255762-qd6fht8y	407	135	area	area	NN
cord-255762-qd6fht8y	407	136	,	,	,
cord-255762-qd6fht8y	407	137	in	in	IN
cord-255762-qd6fht8y	407	138	the	the	DT
cord-255762-qd6fht8y	407	139	North	North	NNP
cord-255762-qd6fht8y	407	140	/	/	SYM
cord-255762-qd6fht8y	407	141	Center	Center	NNP
cord-255762-qd6fht8y	407	142	-	-	HYPH
cord-255762-qd6fht8y	407	143	South	South	NNP
cord-255762-qd6fht8y	407	144	of	of	IN
cord-255762-qd6fht8y	407	145	the	the	DT
cord-255762-qd6fht8y	407	146	country	country	NN
cord-255762-qd6fht8y	407	147	,	,	,
cord-255762-qd6fht8y	407	148	and	and	CC
cord-255762-qd6fht8y	407	149	per	per	IN
cord-255762-qd6fht8y	407	150	-	-	HYPH
cord-255762-qd6fht8y	407	151	capita	capita	NN
cord-255762-qd6fht8y	407	152	health	health	NN
cord-255762-qd6fht8y	407	153	expenditure	expenditure	NN
cord-255762-qd6fht8y	407	154	in	in	IN
cord-255762-qd6fht8y	407	155	the	the	DT
cord-255762-qd6fht8y	407	156	region	region	NN
cord-255762-qd6fht8y	407	157	of	of	IN
cord-255762-qd6fht8y	407	158	the	the	DT
cord-255762-qd6fht8y	407	159	PB	PB	NNP
cord-255762-qd6fht8y	407	160	.	.	.
cord-255762-qd6fht8y	408	1	The	the	DT
cord-255762-qd6fht8y	408	2	latter	latter	JJ
cord-255762-qd6fht8y	408	3	variable	variable	NN
cord-255762-qd6fht8y	408	4	interacts	interact	VBZ
cord-255762-qd6fht8y	408	5	with	with	IN
cord-255762-qd6fht8y	408	6	the	the	DT
cord-255762-qd6fht8y	408	7	Center	Center	NNP
cord-255762-qd6fht8y	408	8	-	-	HYPH
cord-255762-qd6fht8y	408	9	South	South	NNP
cord-255762-qd6fht8y	408	10	dummy	dummy	NN
cord-255762-qd6fht8y	408	11	because	because	IN
cord-255762-qd6fht8y	408	12	of	of	IN
cord-255762-qd6fht8y	408	13	countrywide	countrywide	JJ
cord-255762-qd6fht8y	408	14	disparity	disparity	NN
cord-255762-qd6fht8y	408	15	,	,	,
cord-255762-qd6fht8y	408	16	with	with	IN
cord-255762-qd6fht8y	408	17	Northern	northern	JJ
cord-255762-qd6fht8y	408	18	outspending	outspende	VBG
cord-255762-qd6fht8y	408	19	Southern	southern	JJ
cord-255762-qd6fht8y	408	20	regions	region	NNS
cord-255762-qd6fht8y	408	21	.	.	.
cord-255762-qd6fht8y	409	1	Table	table	NN
cord-255762-qd6fht8y	409	2	5	5	CD
cord-255762-qd6fht8y	409	3	shows	show	VBZ
cord-255762-qd6fht8y	409	4	the	the	DT
cord-255762-qd6fht8y	409	5	output	output	NN
cord-255762-qd6fht8y	409	6	of	of	IN
cord-255762-qd6fht8y	409	7	our	-PRON-	PRP$
cord-255762-qd6fht8y	409	8	regressions	regression	NNS
cord-255762-qd6fht8y	409	9	by	by	IN
cord-255762-qd6fht8y	409	10	using	use	VBG
cord-255762-qd6fht8y	409	11	the	the	DT
cord-255762-qd6fht8y	409	12	proxy	proxy	NN
cord-255762-qd6fht8y	409	13	of	of	IN
cord-255762-qd6fht8y	409	14	PB	PB	NNP
cord-255762-qd6fht8y	409	15	competence	competence	NN
cord-255762-qd6fht8y	409	16	obtained	obtain	VBN
cord-255762-qd6fht8y	409	17	from	from	IN
cord-255762-qd6fht8y	409	18	Equation	equation	NN
cord-255762-qd6fht8y	409	19	(	(	-LRB-
cord-255762-qd6fht8y	409	20	12	12	CD
cord-255762-qd6fht8y	409	21	)	)	-RRB-
cord-255762-qd6fht8y	409	22	in	in	IN
cord-255762-qd6fht8y	409	23	Columns	Columns	NNPS
cord-255762-qd6fht8y	409	24	(	(	-LRB-
cord-255762-qd6fht8y	409	25	1	1	CD
cord-255762-qd6fht8y	409	26	)	)	-RRB-
cord-255762-qd6fht8y	409	27	and	and	CC
cord-255762-qd6fht8y	409	28	(	(	-LRB-
cord-255762-qd6fht8y	409	29	2	2	LS
cord-255762-qd6fht8y	409	30	)	)	-RRB-
cord-255762-qd6fht8y	409	31	,	,	,
cord-255762-qd6fht8y	409	32	using	use	VBG
cord-255762-qd6fht8y	409	33	the	the	DT
cord-255762-qd6fht8y	409	34	proxy	proxy	NN
cord-255762-qd6fht8y	409	35	obtained	obtain	VBN
cord-255762-qd6fht8y	409	36	from	from	IN
cord-255762-qd6fht8y	409	37	Equation	equation	NN
cord-255762-qd6fht8y	409	38	(	(	-LRB-
cord-255762-qd6fht8y	409	39	14	14	CD
cord-255762-qd6fht8y	409	40	)	)	-RRB-
cord-255762-qd6fht8y	409	41	in	in	IN
cord-255762-qd6fht8y	409	42	Columns	column	NNS
cord-255762-qd6fht8y	409	43	(	(	-LRB-
cord-255762-qd6fht8y	409	44	3	3	CD
cord-255762-qd6fht8y	409	45	)	)	-RRB-
cord-255762-qd6fht8y	409	46	and	and	CC
cord-255762-qd6fht8y	409	47	(	(	-LRB-
cord-255762-qd6fht8y	409	48	4	4	LS
cord-255762-qd6fht8y	409	49	)	)	-RRB-
cord-255762-qd6fht8y	409	50	.	.	.
cord-255762-qd6fht8y	410	1	For	for	IN
cord-255762-qd6fht8y	410	2	each	each	DT
cord-255762-qd6fht8y	410	3	measure	measure	NN
cord-255762-qd6fht8y	410	4	,	,	,
cord-255762-qd6fht8y	410	5	we	-PRON-	PRP
cord-255762-qd6fht8y	410	6	consider	consider	VBP
cord-255762-qd6fht8y	410	7	two	two	CD
cord-255762-qd6fht8y	410	8	variants	variant	NNS
cord-255762-qd6fht8y	410	9	of	of	IN
cord-255762-qd6fht8y	410	10	the	the	DT
cord-255762-qd6fht8y	410	11	specification	specification	NN
cord-255762-qd6fht8y	410	12	,	,	,
cord-255762-qd6fht8y	410	13	depending	depend	VBG
cord-255762-qd6fht8y	410	14	on	on	IN
cord-255762-qd6fht8y	410	15	which	which	WDT
cord-255762-qd6fht8y	410	16	variable	variable	NN
cord-255762-qd6fht8y	410	17	is	be	VBZ
cord-255762-qd6fht8y	410	18	used	use	VBN
cord-255762-qd6fht8y	410	19	for	for	IN
cord-255762-qd6fht8y	410	20	H	H	NNP
cord-255762-qd6fht8y	410	21	h	h	NN
cord-255762-qd6fht8y	410	22	(	(	-LRB-
cord-255762-qd6fht8y	410	23	either	either	CC
cord-255762-qd6fht8y	410	24	total	total	JJ
cord-255762-qd6fht8y	410	25	personnel	personnel	NNS
cord-255762-qd6fht8y	410	26	costs	cost	NNS
cord-255762-qd6fht8y	410	27	or	or	CC
cord-255762-qd6fht8y	410	28	healthcare	healthcare	NN
cord-255762-qd6fht8y	410	29	material	material	NN
cord-255762-qd6fht8y	410	30	purchases	purchase	NNS
cord-255762-qd6fht8y	410	31	)	)	-RRB-
cord-255762-qd6fht8y	410	32	.	.	.
cord-255762-qd6fht8y	411	1	We	-PRON-	PRP
cord-255762-qd6fht8y	411	2	do	do	VBP
cord-255762-qd6fht8y	411	3	not	not	RB
cord-255762-qd6fht8y	411	4	include	include	VB
cord-255762-qd6fht8y	411	5	the	the	DT
cord-255762-qd6fht8y	411	6	two	two	CD
cord-255762-qd6fht8y	411	7	variables	variable	NNS
cord-255762-qd6fht8y	411	8	in	in	IN
cord-255762-qd6fht8y	411	9	the	the	DT
cord-255762-qd6fht8y	411	10	same	same	JJ
cord-255762-qd6fht8y	411	11	specification	specification	NN
cord-255762-qd6fht8y	411	12	because	because	IN
cord-255762-qd6fht8y	411	13	they	-PRON-	PRP
cord-255762-qd6fht8y	411	14	both	both	DT
cord-255762-qd6fht8y	411	15	proxy	proxy	VBP
cord-255762-qd6fht8y	411	16	for	for	IN
cord-255762-qd6fht8y	411	17	the	the	DT
cord-255762-qd6fht8y	411	18	size	size	NN
cord-255762-qd6fht8y	411	19	of	of	IN
cord-255762-qd6fht8y	411	20	the	the	DT
cord-255762-qd6fht8y	411	21	PB	PB	NNP
cord-255762-qd6fht8y	411	22	,	,	,
cord-255762-qd6fht8y	411	23	and	and	CC
cord-255762-qd6fht8y	411	24	are	be	VBP
cord-255762-qd6fht8y	411	25	highly	highly	RB
cord-255762-qd6fht8y	411	26	correlated	correlate	VBN
cord-255762-qd6fht8y	411	27	(	(	-LRB-
cord-255762-qd6fht8y	411	28	the	the	DT
cord-255762-qd6fht8y	411	29	correlation	correlation	NN
cord-255762-qd6fht8y	411	30	is	be	VBZ
cord-255762-qd6fht8y	411	31	0.79	0.79	CD
cord-255762-qd6fht8y	411	32	)	)	-RRB-
cord-255762-qd6fht8y	411	33	.	.	.
cord-255762-qd6fht8y	412	1	A	a	DT
cord-255762-qd6fht8y	412	2	regression	regression	NN
cord-255762-qd6fht8y	412	3	equation	equation	NN
cord-255762-qd6fht8y	412	4	using	use	VBG
cord-255762-qd6fht8y	412	5	both	both	DT
cord-255762-qd6fht8y	412	6	variables	variable	NNS
cord-255762-qd6fht8y	412	7	would	would	MD
cord-255762-qd6fht8y	412	8	not	not	RB
cord-255762-qd6fht8y	412	9	precisely	precisely	RB
cord-255762-qd6fht8y	412	10	identify	identify	VB
cord-255762-qd6fht8y	412	11	the	the	DT
cord-255762-qd6fht8y	412	12	contribution	contribution	NN
cord-255762-qd6fht8y	412	13	of	of	IN
cord-255762-qd6fht8y	412	14	each	each	DT
cord-255762-qd6fht8y	412	15	.	.	.
cord-255762-qd6fht8y	413	1	Since	since	IN
cord-255762-qd6fht8y	413	2	,	,	,
cord-255762-qd6fht8y	413	3	a	a	FW
cord-255762-qd6fht8y	413	4	priori	priori	FW
cord-255762-qd6fht8y	413	5	we	-PRON-	PRP
cord-255762-qd6fht8y	413	6	have	have	VBP
cord-255762-qd6fht8y	413	7	no	no	DT
cord-255762-qd6fht8y	413	8	preference	preference	NN
cord-255762-qd6fht8y	413	9	for	for	IN
cord-255762-qd6fht8y	413	10	either	either	DT
cord-255762-qd6fht8y	413	11	variable	variable	NN
cord-255762-qd6fht8y	413	12	,	,	,
cord-255762-qd6fht8y	413	13	we	-PRON-	PRP
cord-255762-qd6fht8y	413	14	look	look	VBP
cord-255762-qd6fht8y	413	15	at	at	IN
cord-255762-qd6fht8y	413	16	them	-PRON-	PRP
cord-255762-qd6fht8y	413	17	in	in	IN
cord-255762-qd6fht8y	413	18	two	two	CD
cord-255762-qd6fht8y	413	19	separate	separate	JJ
cord-255762-qd6fht8y	413	20	models	model	NNS
cord-255762-qd6fht8y	413	21	.	.	.
cord-255762-qd6fht8y	414	1	Table	table	NN
cord-255762-qd6fht8y	414	2	5	5	CD
cord-255762-qd6fht8y	414	3	shows	show	VBZ
cord-255762-qd6fht8y	414	4	the	the	DT
cord-255762-qd6fht8y	414	5	output	output	NN
cord-255762-qd6fht8y	414	6	of	of	IN
cord-255762-qd6fht8y	414	7	IV	IV	NNP
cord-255762-qd6fht8y	414	8	rather	rather	RB
cord-255762-qd6fht8y	414	9	than	than	IN
cord-255762-qd6fht8y	414	10	standard	standard	JJ
cord-255762-qd6fht8y	414	11	OLS	OLS	NNP
cord-255762-qd6fht8y	414	12	regressions	regression	NNS
cord-255762-qd6fht8y	414	13	(	(	-LRB-
cord-255762-qd6fht8y	414	14	shown	show	VBN
cord-255762-qd6fht8y	414	15	in	in	IN
cord-255762-qd6fht8y	414	16	Appendix	Appendix	NNP
cord-255762-qd6fht8y	414	17	A.7.1	A.7.1	NNP
cord-255762-qd6fht8y	414	18	)	)	-RRB-
cord-255762-qd6fht8y	414	19	.	.	.
cord-255762-qd6fht8y	415	1	This	this	DT
cord-255762-qd6fht8y	415	2	is	be	VBZ
cord-255762-qd6fht8y	415	3	due	due	JJ
cord-255762-qd6fht8y	415	4	to	to	IN
cord-255762-qd6fht8y	415	5	concern	concern	NN
cord-255762-qd6fht8y	415	6	that	that	IN
cord-255762-qd6fht8y	415	7	there	there	EX
cord-255762-qd6fht8y	415	8	may	may	MD
cord-255762-qd6fht8y	415	9	be	be	VB
cord-255762-qd6fht8y	415	10	simultaneity	simultaneity	NN
cord-255762-qd6fht8y	415	11	for	for	IN
cord-255762-qd6fht8y	415	12	the	the	DT
cord-255762-qd6fht8y	415	13	mechanism	mechanism	NN
cord-255762-qd6fht8y	415	14	variable	variable	NN
cord-255762-qd6fht8y	415	15	M	M	NNP
cord-255762-qd6fht8y	415	16	h	h	NN
cord-255762-qd6fht8y	415	17	.	.	.
cord-255762-qd6fht8y	416	1	The	the	DT
cord-255762-qd6fht8y	416	2	PB	PB	NNP
cord-255762-qd6fht8y	416	3	decision	decision	NN
cord-255762-qd6fht8y	416	4	about	about	IN
cord-255762-qd6fht8y	416	5	which	which	WDT
cord-255762-qd6fht8y	416	6	auction	auction	NN
cord-255762-qd6fht8y	416	7	mechanism	mechanism	NN
cord-255762-qd6fht8y	416	8	to	to	TO
cord-255762-qd6fht8y	416	9	implement	implement	VB
cord-255762-qd6fht8y	416	10	may	may	MD
cord-255762-qd6fht8y	416	11	influence	influence	VB
cord-255762-qd6fht8y	416	12	and	and	CC
cord-255762-qd6fht8y	416	13	,	,	,
cord-255762-qd6fht8y	416	14	at	at	IN
cord-255762-qd6fht8y	416	15	the	the	DT
cord-255762-qd6fht8y	416	16	same	same	JJ
cord-255762-qd6fht8y	416	17	time	time	NN
cord-255762-qd6fht8y	416	18	,	,	,
cord-255762-qd6fht8y	416	19	be	be	VB
cord-255762-qd6fht8y	416	20	influenced	influence	VBN
cord-255762-qd6fht8y	416	21	by	by	IN
cord-255762-qd6fht8y	416	22	PB	PB	NNP
cord-255762-qd6fht8y	416	23	competence	competence	NN
cord-255762-qd6fht8y	416	24	itself	-PRON-	PRP
cord-255762-qd6fht8y	416	25	.	.	.
cord-255762-qd6fht8y	417	1	This	this	DT
cord-255762-qd6fht8y	417	2	could	could	MD
cord-255762-qd6fht8y	417	3	create	create	VB
cord-255762-qd6fht8y	417	4	endogeneity	endogeneity	NN
cord-255762-qd6fht8y	417	5	,	,	,
cord-255762-qd6fht8y	417	6	yielding	yield	VBG
cord-255762-qd6fht8y	417	7	inconsistent	inconsistent	JJ
cord-255762-qd6fht8y	417	8	estimates	estimate	NNS
cord-255762-qd6fht8y	417	9	.	.	.
cord-255762-qd6fht8y	418	1	In	in	IN
cord-255762-qd6fht8y	418	2	all	all	DT
cord-255762-qd6fht8y	418	3	columns	column	NNS
cord-255762-qd6fht8y	418	4	,	,	,
cord-255762-qd6fht8y	418	5	we	-PRON-	PRP
cord-255762-qd6fht8y	418	6	therefore	therefore	RB
cord-255762-qd6fht8y	418	7	instrument	instrument	VBP
cord-255762-qd6fht8y	418	8	the	the	DT
cord-255762-qd6fht8y	418	9	mechanism	mechanism	NN
cord-255762-qd6fht8y	418	10	variable	variable	NN
cord-255762-qd6fht8y	418	11	(	(	-LRB-
cord-255762-qd6fht8y	418	12	the	the	DT
cord-255762-qd6fht8y	418	13	fraction	fraction	NN
cord-255762-qd6fht8y	418	14	of	of	IN
cord-255762-qd6fht8y	418	15	direct	direct	JJ
cord-255762-qd6fht8y	418	16	negotiations	negotiation	NNS
cord-255762-qd6fht8y	418	17	)	)	-RRB-
cord-255762-qd6fht8y	418	18	with	with	IN
cord-255762-qd6fht8y	418	19	two	two	CD
cord-255762-qd6fht8y	418	20	variables	variable	NNS
cord-255762-qd6fht8y	418	21	,	,	,
cord-255762-qd6fht8y	418	22	the	the	DT
cord-255762-qd6fht8y	418	23	fraction	fraction	NN
cord-255762-qd6fht8y	418	24	of	of	IN
cord-255762-qd6fht8y	418	25	multi	multi	JJ
cord-255762-qd6fht8y	418	26	-	-	JJ
cord-255762-qd6fht8y	418	27	device	device	JJ
cord-255762-qd6fht8y	418	28	auctions	auction	NNS
cord-255762-qd6fht8y	418	29	and	and	CC
cord-255762-qd6fht8y	418	30	the	the	DT
cord-255762-qd6fht8y	418	31	PB	pb	NN
cord-255762-qd6fht8y	418	32	-	-	HYPH
cord-255762-qd6fht8y	418	33	specific	specific	JJ
cord-255762-qd6fht8y	418	34	average	average	JJ
cord-255762-qd6fht8y	418	35	quantity	quantity	NN
cord-255762-qd6fht8y	418	36	of	of	IN
cord-255762-qd6fht8y	418	37	devices	device	NNS
cord-255762-qd6fht8y	418	38	auctioned	auction	VBN
cord-255762-qd6fht8y	418	39	.	.	.
cord-255762-qd6fht8y	419	1	Both	both	DT
cord-255762-qd6fht8y	419	2	instruments	instrument	NNS
cord-255762-qd6fht8y	419	3	inform	inform	VBP
cord-255762-qd6fht8y	419	4	on	on	IN
cord-255762-qd6fht8y	419	5	the	the	DT
cord-255762-qd6fht8y	419	6	size	size	NN
cord-255762-qd6fht8y	419	7	of	of	IN
cord-255762-qd6fht8y	419	8	the	the	DT
cord-255762-qd6fht8y	419	9	auction	auction	NN
cord-255762-qd6fht8y	419	10	.	.	.
cord-255762-qd6fht8y	420	1	This	this	DT
cord-255762-qd6fht8y	420	2	is	be	VBZ
cord-255762-qd6fht8y	420	3	important	important	JJ
cord-255762-qd6fht8y	420	4	,	,	,
cord-255762-qd6fht8y	420	5	as	as	IN
cord-255762-qd6fht8y	420	6	smaller	small	JJR
cord-255762-qd6fht8y	420	7	auctions	auction	NNS
cord-255762-qd6fht8y	420	8	face	face	VBP
cord-255762-qd6fht8y	420	9	fewer	few	JJR
cord-255762-qd6fht8y	420	10	legislative	legislative	JJ
cord-255762-qd6fht8y	420	11	constraints	constraint	NNS
cord-255762-qd6fht8y	420	12	in	in	IN
cord-255762-qd6fht8y	420	13	using	use	VBG
cord-255762-qd6fht8y	420	14	direct	direct	JJ
cord-255762-qd6fht8y	420	15	negotiation	negotiation	NN
cord-255762-qd6fht8y	420	16	.	.	.
cord-255762-qd6fht8y	421	1	The	the	DT
cord-255762-qd6fht8y	421	2	two	two	CD
cord-255762-qd6fht8y	421	3	instruments	instrument	NNS
cord-255762-qd6fht8y	421	4	should	should	MD
cord-255762-qd6fht8y	421	5	be	be	VB
cord-255762-qd6fht8y	421	6	directly	directly	RB
cord-255762-qd6fht8y	421	7	correlated	correlate	VBN
cord-255762-qd6fht8y	421	8	with	with	IN
cord-255762-qd6fht8y	421	9	the	the	DT
cord-255762-qd6fht8y	421	10	procurement	procurement	NN
cord-255762-qd6fht8y	421	11	mechanism	mechanism	NN
cord-255762-qd6fht8y	421	12	(	(	-LRB-
cord-255762-qd6fht8y	421	13	i.e.	i.e.	FW
cord-255762-qd6fht8y	421	14	they	-PRON-	PRP
cord-255762-qd6fht8y	421	15	should	should	MD
cord-255762-qd6fht8y	421	16	be	be	VB
cord-255762-qd6fht8y	421	17	relevant	relevant	JJ
cord-255762-qd6fht8y	421	18	)	)	-RRB-
cord-255762-qd6fht8y	421	19	but	but	CC
cord-255762-qd6fht8y	421	20	not	not	RB
cord-255762-qd6fht8y	421	21	with	with	IN
cord-255762-qd6fht8y	421	22	PB	PB	NNP
cord-255762-qd6fht8y	421	23	competence	competence	NN
cord-255762-qd6fht8y	422	1	(	(	-LRB-
cord-255762-qd6fht8y	422	2	i.e.	i.e.	FW
cord-255762-qd6fht8y	422	3	they	-PRON-	PRP
cord-255762-qd6fht8y	422	4	should	should	MD
cord-255762-qd6fht8y	422	5	be	be	VB
cord-255762-qd6fht8y	422	6	exogenous	exogenous	JJ
cord-255762-qd6fht8y	422	7	)	)	-RRB-
cord-255762-qd6fht8y	422	8	.	.	.
cord-255762-qd6fht8y	423	1	This	this	DT
cord-255762-qd6fht8y	423	2	set	set	NN
cord-255762-qd6fht8y	423	3	of	of	IN
cord-255762-qd6fht8y	423	4	instruments	instrument	NNS
cord-255762-qd6fht8y	423	5	is	be	VBZ
cord-255762-qd6fht8y	423	6	found	find	VBN
cord-255762-qd6fht8y	423	7	to	to	TO
cord-255762-qd6fht8y	423	8	be	be	VB
cord-255762-qd6fht8y	423	9	relevant	relevant	JJ
cord-255762-qd6fht8y	423	10	and	and	CC
cord-255762-qd6fht8y	423	11	exogenous	exogenous	JJ
cord-255762-qd6fht8y	423	12	according	accord	VBG
cord-255762-qd6fht8y	423	13	to	to	IN
cord-255762-qd6fht8y	423	14	the	the	DT
cord-255762-qd6fht8y	423	15	standard	standard	JJ
cord-255762-qd6fht8y	423	16	tests	test	NNS
cord-255762-qd6fht8y	423	17	,	,	,
cord-255762-qd6fht8y	423	18	as	as	IN
cord-255762-qd6fht8y	423	19	it	-PRON-	PRP
cord-255762-qd6fht8y	423	20	rejects	reject	VBZ
cord-255762-qd6fht8y	423	21	the	the	DT
cord-255762-qd6fht8y	423	22	null	null	JJ
cord-255762-qd6fht8y	423	23	hypothesis	hypothesis	NN
cord-255762-qd6fht8y	423	24	of	of	IN
cord-255762-qd6fht8y	423	25	the	the	DT
cord-255762-qd6fht8y	423	26	Kleibergen	Kleibergen	NNP
cord-255762-qd6fht8y	423	27	-	-	HYPH
cord-255762-qd6fht8y	423	28	Paap	Paap	NNP
cord-255762-qd6fht8y	423	29	test	test	NN
cord-255762-qd6fht8y	423	30	of	of	IN
cord-255762-qd6fht8y	423	31	relevance	relevance	NN
cord-255762-qd6fht8y	423	32	,	,	,
cord-255762-qd6fht8y	423	33	and	and	CC
cord-255762-qd6fht8y	423	34	accepts	accept	VBZ
cord-255762-qd6fht8y	423	35	the	the	DT
cord-255762-qd6fht8y	423	36	null	null	JJ
cord-255762-qd6fht8y	423	37	hypothesis	hypothesis	NN
cord-255762-qd6fht8y	423	38	of	of	IN
cord-255762-qd6fht8y	423	39	the	the	DT
cord-255762-qd6fht8y	423	40	Sargan	Sargan	NNP
cord-255762-qd6fht8y	423	41	test	test	NN
cord-255762-qd6fht8y	423	42	for	for	IN
cord-255762-qd6fht8y	423	43	over	over	RB
cord-255762-qd6fht8y	423	44	-	-	HYPH
cord-255762-qd6fht8y	423	45	identifying	identify	VBG
cord-255762-qd6fht8y	423	46	restrictions	restriction	NNS
cord-255762-qd6fht8y	423	47	(	(	-LRB-
cord-255762-qd6fht8y	423	48	p	p	NN
cord-255762-qd6fht8y	423	49	-	-	HYPH
cord-255762-qd6fht8y	423	50	values	value	NNS
cord-255762-qd6fht8y	423	51	at	at	IN
cord-255762-qd6fht8y	423	52	the	the	DT
cord-255762-qd6fht8y	423	53	bottom	bottom	NN
cord-255762-qd6fht8y	423	54	of	of	IN
cord-255762-qd6fht8y	423	55	the	the	DT
cord-255762-qd6fht8y	423	56	table	table	NN
cord-255762-qd6fht8y	423	57	;	;	:
cord-255762-qd6fht8y	423	58	see	see	VB
cord-255762-qd6fht8y	423	59	also	also	RB
cord-255762-qd6fht8y	423	60	the	the	DT
cord-255762-qd6fht8y	423	61	output	output	NN
cord-255762-qd6fht8y	423	62	of	of	IN
cord-255762-qd6fht8y	423	63	first	first	JJ
cord-255762-qd6fht8y	423	64	-	-	HYPH
cord-255762-qd6fht8y	423	65	stage	stage	NN
cord-255762-qd6fht8y	423	66	and	and	CC
cord-255762-qd6fht8y	423	67	reduced	reduce	VBN
cord-255762-qd6fht8y	423	68	-	-	HYPH
cord-255762-qd6fht8y	423	69	form	form	NN
cord-255762-qd6fht8y	423	70	regressions	regression	NNS
cord-255762-qd6fht8y	423	71	in	in	IN
cord-255762-qd6fht8y	423	72	Appendix	Appendix	NNP
cord-255762-qd6fht8y	423	73	A.7.2	A.7.2	NNP
cord-255762-qd6fht8y	423	74	)	)	-RRB-
cord-255762-qd6fht8y	423	75	.	.	.
cord-255762-qd6fht8y	424	1	Moreover	moreover	RB
cord-255762-qd6fht8y	424	2	,	,	,
cord-255762-qd6fht8y	424	3	the	the	DT
cord-255762-qd6fht8y	424	4	Hausman	Hausman	NNP
cord-255762-qd6fht8y	424	5	-	-	HYPH
cord-255762-qd6fht8y	424	6	Wu	Wu	NNP
cord-255762-qd6fht8y	424	7	test	test	NN
cord-255762-qd6fht8y	424	8	suggests	suggest	VBZ
cord-255762-qd6fht8y	424	9	that	that	IN
cord-255762-qd6fht8y	424	10	endogeneity	endogeneity	NN
cord-255762-qd6fht8y	424	11	is	be	VBZ
cord-255762-qd6fht8y	424	12	indeed	indeed	RB
cord-255762-qd6fht8y	424	13	present	present	JJ
cord-255762-qd6fht8y	424	14	,	,	,
cord-255762-qd6fht8y	424	15	at	at	IN
cord-255762-qd6fht8y	424	16	least	least	JJS
cord-255762-qd6fht8y	424	17	in	in	IN
cord-255762-qd6fht8y	424	18	Columns	Columns	NNPS
cord-255762-qd6fht8y	424	19	(	(	-LRB-
cord-255762-qd6fht8y	424	20	1	1	CD
cord-255762-qd6fht8y	424	21	)	)	-RRB-
cord-255762-qd6fht8y	424	22	and	and	CC
cord-255762-qd6fht8y	424	23	(	(	-LRB-
cord-255762-qd6fht8y	424	24	2	2	LS
cord-255762-qd6fht8y	424	25	)	)	-RRB-
cord-255762-qd6fht8y	424	26	,	,	,
cord-255762-qd6fht8y	424	27	and	and	CC
cord-255762-qd6fht8y	424	28	IV	IV	NNP
cord-255762-qd6fht8y	424	29	models	model	NNS
cord-255762-qd6fht8y	424	30	(	(	-LRB-
cord-255762-qd6fht8y	424	31	p	p	NN
cord-255762-qd6fht8y	424	32	-	-	HYPH
cord-255762-qd6fht8y	424	33	values	value	NNS
cord-255762-qd6fht8y	424	34	at	at	IN
cord-255762-qd6fht8y	424	35	the	the	DT
cord-255762-qd6fht8y	424	36	bottom	bottom	NN
cord-255762-qd6fht8y	424	37	of	of	IN
cord-255762-qd6fht8y	424	38	Table	table	NN
cord-255762-qd6fht8y	424	39	5	5	CD
cord-255762-qd6fht8y	424	40	)	)	-RRB-
cord-255762-qd6fht8y	424	41	are	be	VBP
cord-255762-qd6fht8y	424	42	therefore	therefore	RB
cord-255762-qd6fht8y	424	43	advisable	advisable	JJ
cord-255762-qd6fht8y	424	44	.	.	.
cord-255762-qd6fht8y	425	1	Below	below	RB
cord-255762-qd6fht8y	425	2	,	,	,
cord-255762-qd6fht8y	425	3	we	-PRON-	PRP
cord-255762-qd6fht8y	425	4	comment	comment	VBP
cord-255762-qd6fht8y	425	5	only	only	RB
cord-255762-qd6fht8y	425	6	on	on	IN
cord-255762-qd6fht8y	425	7	coefficients	coefficient	NNS
cord-255762-qd6fht8y	425	8	that	that	WDT
cord-255762-qd6fht8y	425	9	are	be	VBP
cord-255762-qd6fht8y	425	10	significant	significant	JJ
cord-255762-qd6fht8y	425	11	at	at	IN
cord-255762-qd6fht8y	425	12	least	least	JJS
cord-255762-qd6fht8y	425	13	at	at	IN
cord-255762-qd6fht8y	425	14	a	a	DT
cord-255762-qd6fht8y	425	15	5	5	CD
cord-255762-qd6fht8y	425	16	%	%	NN
cord-255762-qd6fht8y	425	17	level	level	NN
cord-255762-qd6fht8y	425	18	.	.	.
cord-255762-qd6fht8y	426	1	Importantly	importantly	RB
cord-255762-qd6fht8y	426	2	,	,	,
cord-255762-qd6fht8y	426	3	IV	IV	NNP
cord-255762-qd6fht8y	426	4	estimates	estimate	NNS
cord-255762-qd6fht8y	426	5	in	in	IN
cord-255762-qd6fht8y	426	6	Table	Table	NNP
cord-255762-qd6fht8y	426	7	5	5	CD
cord-255762-qd6fht8y	426	8	and	and	CC
cord-255762-qd6fht8y	426	9	OLS	OLS	NNP
cord-255762-qd6fht8y	426	10	estimates	estimate	NNS
cord-255762-qd6fht8y	426	11	in	in	IN
cord-255762-qd6fht8y	426	12	Appendix	Appendix	NNP
cord-255762-qd6fht8y	426	13	A.7.1	A.7.1	NNP
cord-255762-qd6fht8y	426	14	produce	produce	VBP
cord-255762-qd6fht8y	426	15	similar	similar	JJ
cord-255762-qd6fht8y	426	16	results	result	NNS
cord-255762-qd6fht8y	426	17	,	,	,
cord-255762-qd6fht8y	426	18	with	with	IN
cord-255762-qd6fht8y	426	19	the	the	DT
cord-255762-qd6fht8y	426	20	main	main	JJ
cord-255762-qd6fht8y	426	21	exception	exception	NN
cord-255762-qd6fht8y	426	22	of	of	IN
cord-255762-qd6fht8y	426	23	the	the	DT
cord-255762-qd6fht8y	426	24	fraction	fraction	NN
cord-255762-qd6fht8y	426	25	of	of	IN
cord-255762-qd6fht8y	426	26	direct	direct	JJ
cord-255762-qd6fht8y	426	27	negotiations	negotiation	NNS
cord-255762-qd6fht8y	426	28	,	,	,
cord-255762-qd6fht8y	426	29	that	that	DT
cord-255762-qd6fht8y	426	30	is	be	VBZ
cord-255762-qd6fht8y	426	31	the	the	DT
cord-255762-qd6fht8y	426	32	endogeneous	endogeneous	JJ
cord-255762-qd6fht8y	426	33	explanatory	explanatory	JJ
cord-255762-qd6fht8y	426	34	variable	variable	NN
cord-255762-qd6fht8y	426	35	.	.	.
cord-255762-qd6fht8y	427	1	The	the	DT
cord-255762-qd6fht8y	427	2	key	key	JJ
cord-255762-qd6fht8y	427	3	findings	finding	NNS
cord-255762-qd6fht8y	427	4	from	from	IN
cord-255762-qd6fht8y	427	5	all	all	PDT
cord-255762-qd6fht8y	427	6	the	the	DT
cord-255762-qd6fht8y	427	7	models	model	NNS
cord-255762-qd6fht8y	427	8	in	in	IN
cord-255762-qd6fht8y	427	9	Table	Table	NNP
cord-255762-qd6fht8y	427	10	5	5	CD
cord-255762-qd6fht8y	427	11	are	be	VBP
cord-255762-qd6fht8y	427	12	qualitatively	qualitatively	RB
cord-255762-qd6fht8y	427	13	the	the	DT
cord-255762-qd6fht8y	427	14	same	same	JJ
cord-255762-qd6fht8y	427	15	.	.	.
cord-255762-qd6fht8y	428	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	428	2	analysis	analysis	NN
cord-255762-qd6fht8y	428	3	shows	show	VBZ
cord-255762-qd6fht8y	428	4	that	that	IN
cord-255762-qd6fht8y	428	5	direct	direct	JJ
cord-255762-qd6fht8y	428	6	negotiations	negotiation	NNS
cord-255762-qd6fht8y	428	7	have	have	VBP
cord-255762-qd6fht8y	428	8	a	a	DT
cord-255762-qd6fht8y	428	9	negative	negative	JJ
cord-255762-qd6fht8y	428	10	impact	impact	NN
cord-255762-qd6fht8y	428	11	on	on	IN
cord-255762-qd6fht8y	428	12	PB	PB	NNP
cord-255762-qd6fht8y	428	13	competence	competence	NN
cord-255762-qd6fht8y	428	14	.	.	.
cord-255762-qd6fht8y	429	1	According	accord	VBG
cord-255762-qd6fht8y	429	2	to	to	IN
cord-255762-qd6fht8y	429	3	Column	column	NN
cord-255762-qd6fht8y	429	4	(	(	-LRB-
cord-255762-qd6fht8y	429	5	2	2	CD
cord-255762-qd6fht8y	429	6	)	)	-RRB-
cord-255762-qd6fht8y	429	7	,	,	,
cord-255762-qd6fht8y	429	8	a	a	DT
cord-255762-qd6fht8y	429	9	10	10	CD
cord-255762-qd6fht8y	429	10	%	%	NN
cord-255762-qd6fht8y	429	11	increase	increase	NN
cord-255762-qd6fht8y	429	12	in	in	IN
cord-255762-qd6fht8y	429	13	the	the	DT
cord-255762-qd6fht8y	429	14	fraction	fraction	NN
cord-255762-qd6fht8y	429	15	of	of	IN
cord-255762-qd6fht8y	429	16	direct	direct	JJ
cord-255762-qd6fht8y	429	17	negotiations	negotiation	NNS
cord-255762-qd6fht8y	429	18	decreases	decrease	VBZ
cord-255762-qd6fht8y	429	19	PB	PB	NNP
cord-255762-qd6fht8y	429	20	fixed	fix	VBN
cord-255762-qd6fht8y	429	21	effects	effect	NNS
cord-255762-qd6fht8y	429	22	by	by	IN
cord-255762-qd6fht8y	429	23	0.19	0.19	CD
cord-255762-qd6fht8y	429	24	or	or	CC
cord-255762-qd6fht8y	429	25	9.22	9.22	CD
cord-255762-qd6fht8y	429	26	%	%	NN
cord-255762-qd6fht8y	429	27	(	(	-LRB-
cord-255762-qd6fht8y	429	28	-0.19	-0.19	CD
cord-255762-qd6fht8y	429	29	divided	divide	VBN
cord-255762-qd6fht8y	429	30	by	by	IN
cord-255762-qd6fht8y	429	31	the	the	DT
cord-255762-qd6fht8y	429	32	average	average	NN
cord-255762-qd6fht8y	429	33	of	of	IN
cord-255762-qd6fht8y	429	34	the	the	DT
cord-255762-qd6fht8y	429	35	dependent	dependent	JJ
cord-255762-qd6fht8y	429	36	variable	variable	NN
cord-255762-qd6fht8y	429	37	,	,	,
cord-255762-qd6fht8y	429	38	2.060	2.060	CD
cord-255762-qd6fht8y	429	39	)	)	-RRB-
cord-255762-qd6fht8y	429	40	;	;	:
cord-255762-qd6fht8y	429	41	according	accord	VBG
cord-255762-qd6fht8y	429	42	to	to	IN
cord-255762-qd6fht8y	429	43	Column	column	NN
cord-255762-qd6fht8y	429	44	(	(	-LRB-
cord-255762-qd6fht8y	429	45	4	4	CD
cord-255762-qd6fht8y	429	46	)	)	-RRB-
cord-255762-qd6fht8y	429	47	,	,	,
cord-255762-qd6fht8y	429	48	the	the	DT
cord-255762-qd6fht8y	429	49	same	same	JJ
cord-255762-qd6fht8y	429	50	change	change	NN
cord-255762-qd6fht8y	429	51	has	have	VBZ
cord-255762-qd6fht8y	429	52	an	an	DT
cord-255762-qd6fht8y	429	53	effect	effect	NN
cord-255762-qd6fht8y	429	54	of	of	IN
cord-255762-qd6fht8y	429	55	-0.05	-0.05	CD
cord-255762-qd6fht8y	429	56	or	or	CC
cord-255762-qd6fht8y	429	57	-14.66	-14.66	.
cord-255762-qd6fht8y	429	58	%	%	NN
cord-255762-qd6fht8y	429	59	(	(	-LRB-
cord-255762-qd6fht8y	429	60	-0.05/0.341	-0.05/0.341	CD
cord-255762-qd6fht8y	429	61	)	)	-RRB-
cord-255762-qd6fht8y	429	62	.	.	.
cord-255762-qd6fht8y	430	1	The	the	DT
cord-255762-qd6fht8y	430	2	reason	reason	NN
cord-255762-qd6fht8y	430	3	could	could	MD
cord-255762-qd6fht8y	430	4	be	be	VB
cord-255762-qd6fht8y	430	5	that	that	IN
cord-255762-qd6fht8y	430	6	,	,	,
cord-255762-qd6fht8y	430	7	in	in	IN
cord-255762-qd6fht8y	430	8	line	line	NN
cord-255762-qd6fht8y	430	9	with	with	IN
cord-255762-qd6fht8y	430	10	Italian	italian	JJ
cord-255762-qd6fht8y	430	11	public	public	JJ
cord-255762-qd6fht8y	430	12	procurement	procurement	NN
cord-255762-qd6fht8y	430	13	law	law	NN
cord-255762-qd6fht8y	430	14	,	,	,
cord-255762-qd6fht8y	430	15	direct	direct	JJ
cord-255762-qd6fht8y	430	16	negotiations	negotiation	NNS
cord-255762-qd6fht8y	430	17	are	be	VBP
cord-255762-qd6fht8y	430	18	used	use	VBN
cord-255762-qd6fht8y	430	19	when	when	WRB
cord-255762-qd6fht8y	430	20	the	the	DT
cord-255762-qd6fht8y	430	21	purchased	purchase	VBN
cord-255762-qd6fht8y	430	22	item	item	NN
cord-255762-qd6fht8y	430	23	has	have	VBZ
cord-255762-qd6fht8y	430	24	specific	specific	JJ
cord-255762-qd6fht8y	430	25	characteristics	characteristic	NNS
cord-255762-qd6fht8y	430	26	a	a	DT
cord-255762-qd6fht8y	430	27	competition	competition	NN
cord-255762-qd6fht8y	430	28	would	would	MD
cord-255762-qd6fht8y	430	29	neglect	neglect	VB
cord-255762-qd6fht8y	430	30	.	.	.
cord-255762-qd6fht8y	431	1	This	this	DT
cord-255762-qd6fht8y	431	2	explains	explain	VBZ
cord-255762-qd6fht8y	431	3	the	the	DT
cord-255762-qd6fht8y	431	4	higher	high	JJR
cord-255762-qd6fht8y	431	5	prices	price	NNS
cord-255762-qd6fht8y	431	6	paid	pay	VBN
cord-255762-qd6fht8y	431	7	by	by	IN
cord-255762-qd6fht8y	431	8	the	the	DT
cord-255762-qd6fht8y	431	9	PB	PB	NNP
cord-255762-qd6fht8y	431	10	,	,	,
cord-255762-qd6fht8y	431	11	and	and	CC
cord-255762-qd6fht8y	431	12	thus	thus	RB
cord-255762-qd6fht8y	431	13	a	a	DT
cord-255762-qd6fht8y	431	14	negative	negative	JJ
cord-255762-qd6fht8y	431	15	impact	impact	NN
cord-255762-qd6fht8y	431	16	on	on	IN
cord-255762-qd6fht8y	431	17	PB	PB	NNP
cord-255762-qd6fht8y	431	18	competence	competence	NN
cord-255762-qd6fht8y	431	19	.	.	.
cord-255762-qd6fht8y	432	1	We	-PRON-	PRP
cord-255762-qd6fht8y	432	2	also	also	RB
cord-255762-qd6fht8y	432	3	find	find	VBP
cord-255762-qd6fht8y	432	4	that	that	IN
cord-255762-qd6fht8y	432	5	the	the	DT
cord-255762-qd6fht8y	432	6	PB	PB	NNP
cord-255762-qd6fht8y	432	7	size	size	NN
cord-255762-qd6fht8y	432	8	effect	effect	NN
cord-255762-qd6fht8y	432	9	,	,	,
cord-255762-qd6fht8y	432	10	measured	measure	VBN
cord-255762-qd6fht8y	432	11	using	use	VBG
cord-255762-qd6fht8y	432	12	either	either	CC
cord-255762-qd6fht8y	432	13	total	total	JJ
cord-255762-qd6fht8y	432	14	personnel	personnel	NNS
cord-255762-qd6fht8y	432	15	cost	cost	NN
cord-255762-qd6fht8y	432	16	or	or	CC
cord-255762-qd6fht8y	432	17	healthcare	healthcare	NN
cord-255762-qd6fht8y	432	18	purchases	purchase	NNS
cord-255762-qd6fht8y	432	19	,	,	,
cord-255762-qd6fht8y	432	20	is	be	VBZ
cord-255762-qd6fht8y	432	21	positive	positive	JJ
cord-255762-qd6fht8y	432	22	and	and	CC
cord-255762-qd6fht8y	432	23	significant	significant	JJ
cord-255762-qd6fht8y	432	24	.	.	.
cord-255762-qd6fht8y	433	1	Considering	consider	VBG
cord-255762-qd6fht8y	433	2	the	the	DT
cord-255762-qd6fht8y	433	3	variables	variable	NNS
cord-255762-qd6fht8y	433	4	on	on	IN
cord-255762-qd6fht8y	433	5	costs	cost	NNS
cord-255762-qd6fht8y	433	6	,	,	,
cord-255762-qd6fht8y	433	7	we	-PRON-	PRP
cord-255762-qd6fht8y	433	8	find	find	VBP
cord-255762-qd6fht8y	433	9	a	a	DT
cord-255762-qd6fht8y	433	10	positive	positive	JJ
cord-255762-qd6fht8y	433	11	and	and	CC
cord-255762-qd6fht8y	433	12	highly	highly	RB
cord-255762-qd6fht8y	433	13	significant	significant	JJ
cord-255762-qd6fht8y	433	14	effect	effect	NN
cord-255762-qd6fht8y	433	15	for	for	IN
cord-255762-qd6fht8y	433	16	the	the	DT
cord-255762-qd6fht8y	433	17	ratio	ratio	NN
cord-255762-qd6fht8y	433	18	of	of	IN
cord-255762-qd6fht8y	433	19	non	non	JJ
cord-255762-qd6fht8y	433	20	-	-	JJ
cord-255762-qd6fht8y	433	21	health	health	JJ
cord-255762-qd6fht8y	433	22	personnel	personnel	NNS
cord-255762-qd6fht8y	433	23	to	to	IN
cord-255762-qd6fht8y	433	24	total	total	JJ
cord-255762-qd6fht8y	433	25	personnel	personnel	NNS
cord-255762-qd6fht8y	433	26	costs	cost	NNS
cord-255762-qd6fht8y	433	27	.	.	.
cord-255762-qd6fht8y	434	1	When	when	WRB
cord-255762-qd6fht8y	434	2	two	two	CD
cord-255762-qd6fht8y	434	3	PBs	pb	NNS
cord-255762-qd6fht8y	434	4	of	of	IN
cord-255762-qd6fht8y	434	5	the	the	DT
cord-255762-qd6fht8y	434	6	same	same	JJ
cord-255762-qd6fht8y	434	7	size	size	NN
cord-255762-qd6fht8y	434	8	are	be	VBP
cord-255762-qd6fht8y	434	9	compared	compare	VBN
cord-255762-qd6fht8y	434	10	,	,	,
cord-255762-qd6fht8y	434	11	the	the	DT
cord-255762-qd6fht8y	434	12	PB	PB	NNP
cord-255762-qd6fht8y	434	13	with	with	IN
cord-255762-qd6fht8y	434	14	higher	high	JJR
cord-255762-qd6fht8y	434	15	costs	cost	NNS
cord-255762-qd6fht8y	434	16	for	for	IN
cord-255762-qd6fht8y	434	17	non	non	JJ
cord-255762-qd6fht8y	434	18	-	-	JJ
cord-255762-qd6fht8y	434	19	healthcare	healthcare	JJ
cord-255762-qd6fht8y	434	20	personnel	personnel	NNS
cord-255762-qd6fht8y	434	21	is	be	VBZ
cord-255762-qd6fht8y	434	22	more	more	RBR
cord-255762-qd6fht8y	434	23	competent	competent	JJ
cord-255762-qd6fht8y	434	24	in	in	IN
cord-255762-qd6fht8y	434	25	procuring	procure	VBG
cord-255762-qd6fht8y	434	26	medical	medical	JJ
cord-255762-qd6fht8y	434	27	devices	device	NNS
cord-255762-qd6fht8y	434	28	.	.	.
cord-255762-qd6fht8y	435	1	We	-PRON-	PRP
cord-255762-qd6fht8y	435	2	also	also	RB
cord-255762-qd6fht8y	435	3	find	find	VBP
cord-255762-qd6fht8y	435	4	a	a	DT
cord-255762-qd6fht8y	435	5	generally	generally	RB
cord-255762-qd6fht8y	435	6	negative	negative	JJ
cord-255762-qd6fht8y	435	7	effect	effect	NN
cord-255762-qd6fht8y	435	8	of	of	IN
cord-255762-qd6fht8y	435	9	healthcare	healthcare	NN
cord-255762-qd6fht8y	435	10	purchases	purchase	NNS
cord-255762-qd6fht8y	435	11	over	over	IN
cord-255762-qd6fht8y	435	12	total	total	JJ
cord-255762-qd6fht8y	435	13	healthcare	healthcare	NN
cord-255762-qd6fht8y	435	14	expenditure	expenditure	NN
cord-255762-qd6fht8y	435	15	,	,	,
cord-255762-qd6fht8y	435	16	in	in	IN
cord-255762-qd6fht8y	435	17	line	line	NN
cord-255762-qd6fht8y	435	18	with	with	IN
cord-255762-qd6fht8y	435	19	the	the	DT
cord-255762-qd6fht8y	435	20	definition	definition	NN
cord-255762-qd6fht8y	435	21	of	of	IN
cord-255762-qd6fht8y	435	22	PB	PB	NNP
cord-255762-qd6fht8y	435	23	competence	competence	NN
cord-255762-qd6fht8y	435	24	.	.	.
cord-255762-qd6fht8y	436	1	Once	once	IN
cord-255762-qd6fht8y	436	2	we	-PRON-	PRP
cord-255762-qd6fht8y	436	3	focus	focus	VBP
cord-255762-qd6fht8y	436	4	on	on	IN
cord-255762-qd6fht8y	436	5	the	the	DT
cord-255762-qd6fht8y	436	6	type	type	NN
cord-255762-qd6fht8y	436	7	of	of	IN
cord-255762-qd6fht8y	436	8	PB	PB	NNP
cord-255762-qd6fht8y	436	9	,	,	,
cord-255762-qd6fht8y	436	10	we	-PRON-	PRP
cord-255762-qd6fht8y	436	11	find	find	VBP
cord-255762-qd6fht8y	436	12	that	that	IN
cord-255762-qd6fht8y	436	13	local	local	JJ
cord-255762-qd6fht8y	436	14	healthcare	healthcare	NN
cord-255762-qd6fht8y	436	15	units	unit	NNS
cord-255762-qd6fht8y	436	16	(	(	-LRB-
cord-255762-qd6fht8y	436	17	measured	measure	VBN
cord-255762-qd6fht8y	436	18	by	by	IN
cord-255762-qd6fht8y	436	19	the	the	DT
cord-255762-qd6fht8y	436	20	coefficient	coefficient	NN
cord-255762-qd6fht8y	436	21	on	on	IN
cord-255762-qd6fht8y	436	22	the	the	DT
cord-255762-qd6fht8y	436	23	ASL	ASL	NNP
cord-255762-qd6fht8y	436	24	dummy	dummy	NN
cord-255762-qd6fht8y	436	25	)	)	-RRB-
cord-255762-qd6fht8y	436	26	are	be	VBP
cord-255762-qd6fht8y	436	27	less	less	RBR
cord-255762-qd6fht8y	436	28	competent	competent	JJ
cord-255762-qd6fht8y	436	29	than	than	IN
cord-255762-qd6fht8y	436	30	hospitals	hospital	NNS
cord-255762-qd6fht8y	436	31	.	.	.
cord-255762-qd6fht8y	437	1	These	these	DT
cord-255762-qd6fht8y	437	2	two	two	CD
cord-255762-qd6fht8y	437	3	types	type	NNS
cord-255762-qd6fht8y	437	4	of	of	IN
cord-255762-qd6fht8y	437	5	PB	PB	NNP
cord-255762-qd6fht8y	437	6	differ	differ	VBP
cord-255762-qd6fht8y	437	7	in	in	IN
cord-255762-qd6fht8y	437	8	their	-PRON-	PRP$
cord-255762-qd6fht8y	437	9	form	form	NN
cord-255762-qd6fht8y	437	10	of	of	IN
cord-255762-qd6fht8y	437	11	territorial	territorial	JJ
cord-255762-qd6fht8y	437	12	organization	organization	NN
cord-255762-qd6fht8y	437	13	:	:	:
cord-255762-qd6fht8y	437	14	local	local	JJ
cord-255762-qd6fht8y	437	15	healthcare	healthcare	NN
cord-255762-qd6fht8y	437	16	units	unit	NNS
cord-255762-qd6fht8y	437	17	provide	provide	VBP
cord-255762-qd6fht8y	437	18	services	service	NNS
cord-255762-qd6fht8y	437	19	-typically	-typically	RB
cord-255762-qd6fht8y	437	20	,	,	,
cord-255762-qd6fht8y	437	21	in	in	IN
cord-255762-qd6fht8y	437	22	a	a	DT
cord-255762-qd6fht8y	437	23	county	county	NN
cord-255762-qd6fht8y	437	24	-with	-with	.
cord-255762-qd6fht8y	438	1	several	several	JJ
cord-255762-qd6fht8y	438	2	offices	office	NNS
cord-255762-qd6fht8y	438	3	,	,	,
cord-255762-qd6fht8y	438	4	outpatient	outpatient	NN
cord-255762-qd6fht8y	438	5	clinics	clinic	NNS
cord-255762-qd6fht8y	438	6	and	and	CC
cord-255762-qd6fht8y	438	7	services	service	NNS
cord-255762-qd6fht8y	438	8	spread	spread	VBN
cord-255762-qd6fht8y	438	9	over	over	IN
cord-255762-qd6fht8y	438	10	the	the	DT
cord-255762-qd6fht8y	438	11	territory	territory	NN
cord-255762-qd6fht8y	438	12	.	.	.
cord-255762-qd6fht8y	439	1	Hospitals	hospital	NNS
cord-255762-qd6fht8y	439	2	generally	generally	RB
cord-255762-qd6fht8y	439	3	comprise	comprise	VBP
cord-255762-qd6fht8y	439	4	numerous	numerous	JJ
cord-255762-qd6fht8y	439	5	departments	department	NNS
cord-255762-qd6fht8y	439	6	all	all	RB
cord-255762-qd6fht8y	439	7	in	in	IN
cord-255762-qd6fht8y	439	8	one	one	CD
cord-255762-qd6fht8y	439	9	location	location	NN
cord-255762-qd6fht8y	439	10	and	and	CC
cord-255762-qd6fht8y	439	11	,	,	,
cord-255762-qd6fht8y	439	12	accordingly	accordingly	RB
cord-255762-qd6fht8y	439	13	,	,	,
cord-255762-qd6fht8y	439	14	are	be	VBP
cord-255762-qd6fht8y	439	15	more	more	RBR
cord-255762-qd6fht8y	439	16	sensitive	sensitive	JJ
cord-255762-qd6fht8y	439	17	to	to	IN
cord-255762-qd6fht8y	439	18	size	size	NN
cord-255762-qd6fht8y	439	19	-	-	HYPH
cord-255762-qd6fht8y	439	20	related	relate	VBN
cord-255762-qd6fht8y	439	21	economies	economy	NNS
cord-255762-qd6fht8y	439	22	of	of	IN
cord-255762-qd6fht8y	439	23	scale	scale	NN
cord-255762-qd6fht8y	439	24	.	.	.
cord-255762-qd6fht8y	440	1	Hence	hence	RB
cord-255762-qd6fht8y	440	2	,	,	,
cord-255762-qd6fht8y	440	3	we	-PRON-	PRP
cord-255762-qd6fht8y	440	4	repeat	repeat	VBP
cord-255762-qd6fht8y	440	5	the	the	DT
cord-255762-qd6fht8y	440	6	analysis	analysis	NN
cord-255762-qd6fht8y	440	7	adding	add	VBG
cord-255762-qd6fht8y	440	8	to	to	IN
cord-255762-qd6fht8y	440	9	the	the	DT
cord-255762-qd6fht8y	440	10	specification	specification	NN
cord-255762-qd6fht8y	440	11	the	the	DT
cord-255762-qd6fht8y	440	12	interaction	interaction	NN
cord-255762-qd6fht8y	440	13	of	of	IN
cord-255762-qd6fht8y	440	14	the	the	DT
cord-255762-qd6fht8y	440	15	ASL	ASL	NNP
cord-255762-qd6fht8y	440	16	dummy	dummy	NN
cord-255762-qd6fht8y	440	17	with	with	IN
cord-255762-qd6fht8y	440	18	PB	PB	NNP
cord-255762-qd6fht8y	440	19	size	size	NN
cord-255762-qd6fht8y	440	20	(	(	-LRB-
cord-255762-qd6fht8y	440	21	measured	measure	VBN
cord-255762-qd6fht8y	440	22	either	either	CC
cord-255762-qd6fht8y	440	23	by	by	IN
cord-255762-qd6fht8y	440	24	personnel	personnel	NNS
cord-255762-qd6fht8y	440	25	costs	cost	NNS
cord-255762-qd6fht8y	440	26	or	or	CC
cord-255762-qd6fht8y	440	27	healthcare	healthcare	NN
cord-255762-qd6fht8y	440	28	purchases	purchase	NNS
cord-255762-qd6fht8y	440	29	)	)	-RRB-
cord-255762-qd6fht8y	440	30	.	.	.
cord-255762-qd6fht8y	441	1	The	the	DT
cord-255762-qd6fht8y	441	2	results	result	NNS
cord-255762-qd6fht8y	441	3	(	(	-LRB-
cord-255762-qd6fht8y	441	4	available	available	JJ
cord-255762-qd6fht8y	441	5	on	on	IN
cord-255762-qd6fht8y	441	6	request	request	NN
cord-255762-qd6fht8y	441	7	)	)	-RRB-
cord-255762-qd6fht8y	441	8	show	show	VBP
cord-255762-qd6fht8y	441	9	that	that	IN
cord-255762-qd6fht8y	441	10	the	the	DT
cord-255762-qd6fht8y	441	11	negative	negative	JJ
cord-255762-qd6fht8y	441	12	effect	effect	NN
cord-255762-qd6fht8y	441	13	of	of	IN
cord-255762-qd6fht8y	441	14	local	local	JJ
cord-255762-qd6fht8y	441	15	healthcare	healthcare	NN
cord-255762-qd6fht8y	441	16	units	unit	NNS
cord-255762-qd6fht8y	441	17	disappears	disappear	VBZ
cord-255762-qd6fht8y	441	18	for	for	IN
cord-255762-qd6fht8y	441	19	small	small	JJ
cord-255762-qd6fht8y	441	20	PBs	pb	NNS
cord-255762-qd6fht8y	441	21	,	,	,
cord-255762-qd6fht8y	441	22	but	but	CC
cord-255762-qd6fht8y	441	23	remains	remain	VBZ
cord-255762-qd6fht8y	441	24	negative	negative	JJ
cord-255762-qd6fht8y	441	25	(	(	-LRB-
cord-255762-qd6fht8y	441	26	increasingly	increasingly	RB
cord-255762-qd6fht8y	441	27	by	by	IN
cord-255762-qd6fht8y	441	28	size	size	NN
cord-255762-qd6fht8y	441	29	)	)	-RRB-
cord-255762-qd6fht8y	441	30	for	for	IN
cord-255762-qd6fht8y	441	31	all	all	PDT
cord-255762-qd6fht8y	441	32	the	the	DT
cord-255762-qd6fht8y	441	33	others	other	NNS
cord-255762-qd6fht8y	441	34	.	.	.
cord-255762-qd6fht8y	442	1	PB	PB	NNP
cord-255762-qd6fht8y	442	2	type	type	NN
cord-255762-qd6fht8y	442	3	does	do	VBZ
cord-255762-qd6fht8y	442	4	not	not	RB
cord-255762-qd6fht8y	442	5	only	only	RB
cord-255762-qd6fht8y	442	6	influence	influence	VB
cord-255762-qd6fht8y	442	7	the	the	DT
cord-255762-qd6fht8y	442	8	effect	effect	NN
cord-255762-qd6fht8y	442	9	of	of	IN
cord-255762-qd6fht8y	442	10	size	size	NN
cord-255762-qd6fht8y	442	11	on	on	IN
cord-255762-qd6fht8y	442	12	competence	competence	NN
cord-255762-qd6fht8y	442	13	.	.	.
cord-255762-qd6fht8y	443	1	The	the	DT
cord-255762-qd6fht8y	443	2	negative	negative	JJ
cord-255762-qd6fht8y	443	3	effect	effect	NN
cord-255762-qd6fht8y	443	4	of	of	IN
cord-255762-qd6fht8y	443	5	location	location	NN
cord-255762-qd6fht8y	443	6	in	in	IN
cord-255762-qd6fht8y	443	7	a	a	DT
cord-255762-qd6fht8y	443	8	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	443	9	area	area	NN
cord-255762-qd6fht8y	443	10	disappears	disappear	VBZ
cord-255762-qd6fht8y	443	11	when	when	WRB
cord-255762-qd6fht8y	443	12	the	the	DT
cord-255762-qd6fht8y	443	13	interaction	interaction	NN
cord-255762-qd6fht8y	443	14	between	between	IN
cord-255762-qd6fht8y	443	15	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	443	16	area	area	NN
cord-255762-qd6fht8y	443	17	and	and	CC
cord-255762-qd6fht8y	443	18	ASL	ASL	NNP
cord-255762-qd6fht8y	443	19	is	be	VBZ
cord-255762-qd6fht8y	443	20	added	add	VBN
cord-255762-qd6fht8y	443	21	to	to	IN
cord-255762-qd6fht8y	443	22	the	the	DT
cord-255762-qd6fht8y	443	23	specification	specification	NN
cord-255762-qd6fht8y	443	24	,	,	,
cord-255762-qd6fht8y	443	25	and	and	CC
cord-255762-qd6fht8y	443	26	only	only	RB
cord-255762-qd6fht8y	443	27	that	that	DT
cord-255762-qd6fht8y	443	28	interaction	interaction	NN
cord-255762-qd6fht8y	443	29	is	be	VBZ
cord-255762-qd6fht8y	443	30	negative	negative	JJ
cord-255762-qd6fht8y	443	31	and	and	CC
cord-255762-qd6fht8y	443	32	highly	highly	RB
cord-255762-qd6fht8y	443	33	significant	significant	JJ
cord-255762-qd6fht8y	443	34	(	(	-LRB-
cord-255762-qd6fht8y	443	35	results	result	NNS
cord-255762-qd6fht8y	443	36	available	available	JJ
cord-255762-qd6fht8y	443	37	on	on	IN
cord-255762-qd6fht8y	443	38	request	request	NN
cord-255762-qd6fht8y	443	39	)	)	-RRB-
cord-255762-qd6fht8y	443	40	.	.	.
cord-255762-qd6fht8y	444	1	Moving	move	VBG
cord-255762-qd6fht8y	444	2	on	on	RP
cord-255762-qd6fht8y	444	3	to	to	IN
cord-255762-qd6fht8y	444	4	the	the	DT
cord-255762-qd6fht8y	444	5	control	control	NN
cord-255762-qd6fht8y	444	6	variables	variable	NNS
cord-255762-qd6fht8y	444	7	,	,	,
cord-255762-qd6fht8y	444	8	there	there	EX
cord-255762-qd6fht8y	444	9	is	be	VBZ
cord-255762-qd6fht8y	444	10	a	a	DT
cord-255762-qd6fht8y	444	11	negative	negative	JJ
cord-255762-qd6fht8y	444	12	overall	overall	JJ
cord-255762-qd6fht8y	444	13	effect	effect	NN
cord-255762-qd6fht8y	444	14	for	for	IN
cord-255762-qd6fht8y	444	15	the	the	DT
cord-255762-qd6fht8y	444	16	number	number	NN
cord-255762-qd6fht8y	444	17	of	of	IN
cord-255762-qd6fht8y	444	18	outstanding	outstanding	JJ
cord-255762-qd6fht8y	444	19	days	day	NNS
cord-255762-qd6fht8y	444	20	for	for	IN
cord-255762-qd6fht8y	444	21	payment	payment	NN
cord-255762-qd6fht8y	444	22	.	.	.
cord-255762-qd6fht8y	445	1	The	the	DT
cord-255762-qd6fht8y	445	2	expectation	expectation	NN
cord-255762-qd6fht8y	445	3	of	of	IN
cord-255762-qd6fht8y	445	4	delayed	delay	VBN
cord-255762-qd6fht8y	445	5	payments	payment	NNS
cord-255762-qd6fht8y	445	6	from	from	IN
cord-255762-qd6fht8y	445	7	a	a	DT
cord-255762-qd6fht8y	445	8	PB	PB	NNP
cord-255762-qd6fht8y	445	9	is	be	VBZ
cord-255762-qd6fht8y	445	10	built	build	VBN
cord-255762-qd6fht8y	445	11	into	into	IN
cord-255762-qd6fht8y	445	12	supplier	supplier	NN
cord-255762-qd6fht8y	445	13	offers	offer	NNS
cord-255762-qd6fht8y	445	14	,	,	,
cord-255762-qd6fht8y	445	15	i.e.	i.e.	FW
cord-255762-qd6fht8y	445	16	they	-PRON-	PRP
cord-255762-qd6fht8y	445	17	submit	submit	VBP
cord-255762-qd6fht8y	445	18	higher	high	JJR
cord-255762-qd6fht8y	445	19	prices	price	NNS
cord-255762-qd6fht8y	445	20	because	because	IN
cord-255762-qd6fht8y	445	21	they	-PRON-	PRP
cord-255762-qd6fht8y	445	22	expect	expect	VBP
cord-255762-qd6fht8y	445	23	to	to	TO
cord-255762-qd6fht8y	445	24	be	be	VB
cord-255762-qd6fht8y	445	25	paid	pay	VBN
cord-255762-qd6fht8y	445	26	late	late	RB
cord-255762-qd6fht8y	445	27	.	.	.
cord-255762-qd6fht8y	446	1	Column	column	NN
cord-255762-qd6fht8y	446	2	(	(	-LRB-
cord-255762-qd6fht8y	446	3	4	4	CD
cord-255762-qd6fht8y	446	4	)	)	-RRB-
cord-255762-qd6fht8y	446	5	shows	show	VBZ
cord-255762-qd6fht8y	446	6	a	a	DT
cord-255762-qd6fht8y	446	7	significant	significant	JJ
cord-255762-qd6fht8y	446	8	and	and	CC
cord-255762-qd6fht8y	446	9	negative	negative	JJ
cord-255762-qd6fht8y	446	10	effect	effect	NN
cord-255762-qd6fht8y	446	11	for	for	IN
cord-255762-qd6fht8y	446	12	PBs	pb	NNS
cord-255762-qd6fht8y	446	13	located	locate	VBN
cord-255762-qd6fht8y	446	14	in	in	IN
cord-255762-qd6fht8y	446	15	the	the	DT
cord-255762-qd6fht8y	446	16	Center	Center	NNP
cord-255762-qd6fht8y	446	17	-	-	HYPH
cord-255762-qd6fht8y	446	18	South	South	NNP
cord-255762-qd6fht8y	446	19	.	.	.
cord-255762-qd6fht8y	447	1	This	this	DT
cord-255762-qd6fht8y	447	2	geographical	geographical	JJ
cord-255762-qd6fht8y	447	3	effect	effect	NN
cord-255762-qd6fht8y	447	4	is	be	VBZ
cord-255762-qd6fht8y	447	5	in	in	IN
cord-255762-qd6fht8y	447	6	line	line	NN
cord-255762-qd6fht8y	447	7	with	with	IN
cord-255762-qd6fht8y	447	8	the	the	DT
cord-255762-qd6fht8y	447	9	well	well	RB
cord-255762-qd6fht8y	447	10	-	-	HYPH
cord-255762-qd6fht8y	447	11	known	know	VBN
cord-255762-qd6fht8y	447	12	North	North	NNP
cord-255762-qd6fht8y	447	13	-	-	HYPH
cord-255762-qd6fht8y	447	14	South	South	NNP
cord-255762-qd6fht8y	447	15	divide	divide	NN
cord-255762-qd6fht8y	447	16	in	in	IN
cord-255762-qd6fht8y	447	17	Italy	Italy	NNP
cord-255762-qd6fht8y	448	1	(	(	-LRB-
cord-255762-qd6fht8y	448	2	Federico	Federico	NNP
cord-255762-qd6fht8y	448	3	et	et	NNP
cord-255762-qd6fht8y	448	4	al	al	NNP
cord-255762-qd6fht8y	448	5	.	.	.
cord-255762-qd6fht8y	448	6	2017	2017	CD
cord-255762-qd6fht8y	448	7	)	)	-RRB-
cord-255762-qd6fht8y	448	8	.	.	.
cord-255762-qd6fht8y	449	1	With	with	IN
cord-255762-qd6fht8y	449	2	a	a	DT
cord-255762-qd6fht8y	449	3	focus	focus	NN
cord-255762-qd6fht8y	449	4	on	on	IN
cord-255762-qd6fht8y	449	5	local	local	JJ
cord-255762-qd6fht8y	449	6	public	public	JJ
cord-255762-qd6fht8y	449	7	institutions	institution	NNS
cord-255762-qd6fht8y	449	8	and	and	CC
cord-255762-qd6fht8y	449	9	procurement	procurement	NN
cord-255762-qd6fht8y	449	10	in	in	IN
cord-255762-qd6fht8y	449	11	Italy	Italy	NNP
cord-255762-qd6fht8y	449	12	,	,	,
cord-255762-qd6fht8y	449	13	show	show	VBP
cord-255762-qd6fht8y	449	14	that	that	IN
cord-255762-qd6fht8y	449	15	court	court	NN
cord-255762-qd6fht8y	449	16	and	and	CC
cord-255762-qd6fht8y	449	17	public	public	JJ
cord-255762-qd6fht8y	449	18	works	work	NNS
cord-255762-qd6fht8y	449	19	inefficiencies	inefficiency	NNS
cord-255762-qd6fht8y	449	20	are	be	VBP
cord-255762-qd6fht8y	449	21	more	more	RBR
cord-255762-qd6fht8y	449	22	severe	severe	JJ
cord-255762-qd6fht8y	449	23	Note	note	NN
cord-255762-qd6fht8y	449	24	.	.	.
cord-255762-qd6fht8y	450	1	Bootstrapped	bootstrappe	VBN
cord-255762-qd6fht8y	450	2	standard	standard	JJ
cord-255762-qd6fht8y	450	3	errors	error	NNS
cord-255762-qd6fht8y	450	4	(	(	-LRB-
cord-255762-qd6fht8y	450	5	1,000	1,000	CD
cord-255762-qd6fht8y	450	6	repetitions	repetition	NNS
cord-255762-qd6fht8y	450	7	)	)	-RRB-
cord-255762-qd6fht8y	450	8	in	in	IN
cord-255762-qd6fht8y	450	9	parentheses	parenthesis	NNS
cord-255762-qd6fht8y	450	10	;	;	:
cord-255762-qd6fht8y	451	1	*	*	NFP
cord-255762-qd6fht8y	451	2	*	*	NFP
cord-255762-qd6fht8y	451	3	*	*	NFP
cord-255762-qd6fht8y	451	4	p	p	XX
cord-255762-qd6fht8y	451	5	<	<	XX
cord-255762-qd6fht8y	451	6	0.01	0.01	CD
cord-255762-qd6fht8y	451	7	,	,	,
cord-255762-qd6fht8y	452	1	*	*	NFP
cord-255762-qd6fht8y	452	2	*	*	NFP
cord-255762-qd6fht8y	452	3	<	<	XX
cord-255762-qd6fht8y	452	4	0.05	0.05	CD
cord-255762-qd6fht8y	452	5	,	,	.
cord-255762-qd6fht8y	453	1	*	*	NFP
cord-255762-qd6fht8y	453	2	p	p	XX
cord-255762-qd6fht8y	453	3	<	<	XX
cord-255762-qd6fht8y	453	4	0.1	0.1	CD
cord-255762-qd6fht8y	453	5	.	.	.
cord-255762-qd6fht8y	454	1	in	in	IN
cord-255762-qd6fht8y	454	2	Southern	southern	JJ
cord-255762-qd6fht8y	454	3	regions	region	NNS
cord-255762-qd6fht8y	454	4	.	.	.
cord-255762-qd6fht8y	455	1	29	29	CD
cord-255762-qd6fht8y	456	1	Similarly	similarly	RB
cord-255762-qd6fht8y	456	2	,	,	,
cord-255762-qd6fht8y	456	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	456	4	analysis	analysis	NN
cord-255762-qd6fht8y	456	5	provides	provide	VBZ
cord-255762-qd6fht8y	456	6	further	further	JJ
cord-255762-qd6fht8y	456	7	evidence	evidence	NN
cord-255762-qd6fht8y	456	8	of	of	IN
cord-255762-qd6fht8y	456	9	institutional	institutional	JJ
cord-255762-qd6fht8y	456	10	inefficiency	inefficiency	NN
cord-255762-qd6fht8y	456	11	-for	-for	ADD
cord-255762-qd6fht8y	456	12	PBs	pb	NNS
cord-255762-qd6fht8y	456	13	in	in	IN
cord-255762-qd6fht8y	456	14	the	the	DT
cord-255762-qd6fht8y	456	15	healthcare	healthcare	NN
cord-255762-qd6fht8y	456	16	sector	sector	NN
cord-255762-qd6fht8y	456	17	-located	-locate	VBN
cord-255762-qd6fht8y	456	18	in	in	IN
cord-255762-qd6fht8y	456	19	the	the	DT
cord-255762-qd6fht8y	456	20	Center	Center	NNP
cord-255762-qd6fht8y	456	21	-	-	HYPH
cord-255762-qd6fht8y	456	22	South	South	NNP
cord-255762-qd6fht8y	456	23	of	of	IN
cord-255762-qd6fht8y	456	24	Italy	Italy	NNP
cord-255762-qd6fht8y	456	25	as	as	IN
cord-255762-qd6fht8y	456	26	compared	compare	VBN
cord-255762-qd6fht8y	456	27	to	to	IN
cord-255762-qd6fht8y	456	28	PBs	pb	NNS
cord-255762-qd6fht8y	456	29	in	in	IN
cord-255762-qd6fht8y	456	30	the	the	DT
cord-255762-qd6fht8y	456	31	North	North	NNP
cord-255762-qd6fht8y	456	32	.	.	.
cord-255762-qd6fht8y	457	1	Significant	significant	JJ
cord-255762-qd6fht8y	457	2	effects	effect	NNS
cord-255762-qd6fht8y	457	3	can	can	MD
cord-255762-qd6fht8y	457	4	also	also	RB
cord-255762-qd6fht8y	457	5	be	be	VB
cord-255762-qd6fht8y	457	6	seen	see	VBN
cord-255762-qd6fht8y	457	7	,	,	,
cord-255762-qd6fht8y	457	8	in	in	IN
cord-255762-qd6fht8y	457	9	Columns	column	NNS
cord-255762-qd6fht8y	457	10	(	(	-LRB-
cord-255762-qd6fht8y	457	11	3	3	CD
cord-255762-qd6fht8y	457	12	)	)	-RRB-
cord-255762-qd6fht8y	457	13	and	and	CC
cord-255762-qd6fht8y	457	14	(	(	-LRB-
cord-255762-qd6fht8y	457	15	4	4	LS
cord-255762-qd6fht8y	457	16	)	)	-RRB-
cord-255762-qd6fht8y	457	17	,	,	,
cord-255762-qd6fht8y	457	18	for	for	IN
cord-255762-qd6fht8y	457	19	the	the	DT
cord-255762-qd6fht8y	457	20	size	size	NN
cord-255762-qd6fht8y	457	21	of	of	IN
cord-255762-qd6fht8y	457	22	per	per	IN
cord-255762-qd6fht8y	457	23	capita	capita	FW
cord-255762-qd6fht8y	457	24	health	health	NN
cord-255762-qd6fht8y	457	25	expenditures	expenditure	NNS
cord-255762-qd6fht8y	457	26	(	(	-LRB-
cord-255762-qd6fht8y	457	27	positive	positive	JJ
cord-255762-qd6fht8y	457	28	)	)	-RRB-
cord-255762-qd6fht8y	457	29	and	and	CC
cord-255762-qd6fht8y	457	30	the	the	DT
cord-255762-qd6fht8y	457	31	interaction	interaction	NN
cord-255762-qd6fht8y	457	32	between	between	IN
cord-255762-qd6fht8y	457	33	the	the	DT
cord-255762-qd6fht8y	457	34	latter	latter	JJ
cord-255762-qd6fht8y	457	35	and	and	CC
cord-255762-qd6fht8y	457	36	the	the	DT
cord-255762-qd6fht8y	457	37	geographical	geographical	JJ
cord-255762-qd6fht8y	457	38	variable	variable	NN
cord-255762-qd6fht8y	457	39	(	(	-LRB-
cord-255762-qd6fht8y	457	40	positive	positive	JJ
cord-255762-qd6fht8y	457	41	)	)	-RRB-
cord-255762-qd6fht8y	457	42	.	.	.
cord-255762-qd6fht8y	458	1	No	no	DT
cord-255762-qd6fht8y	458	2	other	other	JJ
cord-255762-qd6fht8y	458	3	variable	variable	NN
cord-255762-qd6fht8y	458	4	in	in	IN
cord-255762-qd6fht8y	458	5	the	the	DT
cord-255762-qd6fht8y	458	6	specification	specification	NN
cord-255762-qd6fht8y	458	7	turns	turn	VBZ
cord-255762-qd6fht8y	458	8	out	out	RP
cord-255762-qd6fht8y	458	9	to	to	TO
cord-255762-qd6fht8y	458	10	be	be	VB
cord-255762-qd6fht8y	458	11	significant	significant	JJ
cord-255762-qd6fht8y	458	12	.	.	.
cord-255762-qd6fht8y	459	1	30	30	CD
cord-255762-qd6fht8y	460	1	Appendix	Appendix	NNP
cord-255762-qd6fht8y	460	2	A.7.3	A.7.3	NNP
cord-255762-qd6fht8y	460	3	shows	show	VBZ
cord-255762-qd6fht8y	460	4	,	,	,
cord-255762-qd6fht8y	460	5	among	among	IN
cord-255762-qd6fht8y	460	6	others	other	NNS
cord-255762-qd6fht8y	460	7	,	,	,
cord-255762-qd6fht8y	460	8	the	the	DT
cord-255762-qd6fht8y	460	9	output	output	NN
cord-255762-qd6fht8y	460	10	of	of	IN
cord-255762-qd6fht8y	460	11	Columns	column	NNS
cord-255762-qd6fht8y	460	12	(	(	-LRB-
cord-255762-qd6fht8y	460	13	1)-(2	1)-(2	CD
cord-255762-qd6fht8y	460	14	)	)	-RRB-
cord-255762-qd6fht8y	460	15	in	in	IN
cord-255762-qd6fht8y	460	16	Table	Table	NNP
cord-255762-qd6fht8y	460	17	5	5	CD
cord-255762-qd6fht8y	460	18	using	use	VBG
cord-255762-qd6fht8y	460	19	,	,	,
cord-255762-qd6fht8y	460	20	for	for	IN
cord-255762-qd6fht8y	460	21	the	the	DT
cord-255762-qd6fht8y	460	22	estimate	estimate	NN
cord-255762-qd6fht8y	460	23	of	of	IN
cord-255762-qd6fht8y	460	24	PB	PB	NNP
cord-255762-qd6fht8y	460	25	fixed	fix	VBN
cord-255762-qd6fht8y	460	26	effects	effect	NNS
cord-255762-qd6fht8y	460	27	,	,	,
cord-255762-qd6fht8y	460	28	the	the	DT
cord-255762-qd6fht8y	460	29	33rd	33rd	JJ
cord-255762-qd6fht8y	460	30	and	and	CC
cord-255762-qd6fht8y	460	31	67th	67th	JJ
cord-255762-qd6fht8y	460	32	percentiles	percentile	NNS
cord-255762-qd6fht8y	460	33	(	(	-LRB-
cord-255762-qd6fht8y	460	34	rather	rather	RB
cord-255762-qd6fht8y	460	35	than	than	IN
cord-255762-qd6fht8y	460	36	the	the	DT
cord-255762-qd6fht8y	460	37	median	median	NN
cord-255762-qd6fht8y	460	38	)	)	-RRB-
cord-255762-qd6fht8y	460	39	of	of	IN
cord-255762-qd6fht8y	460	40	the	the	DT
cord-255762-qd6fht8y	460	41	private	private	JJ
cord-255762-qd6fht8y	460	42	values	value	NNS
cord-255762-qd6fht8y	460	43	.	.	.
cord-255762-qd6fht8y	461	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	461	2	main	main	JJ
cord-255762-qd6fht8y	461	3	findings	finding	NNS
cord-255762-qd6fht8y	461	4	are	be	VBP
cord-255762-qd6fht8y	461	5	unaltered	unaltered	JJ
cord-255762-qd6fht8y	461	6	,	,	,
cord-255762-qd6fht8y	461	7	with	with	IN
cord-255762-qd6fht8y	461	8	the	the	DT
cord-255762-qd6fht8y	461	9	exception	exception	NN
cord-255762-qd6fht8y	461	10	of	of	IN
cord-255762-qd6fht8y	461	11	the	the	DT
cord-255762-qd6fht8y	461	12	fraction	fraction	NN
cord-255762-qd6fht8y	461	13	of	of	IN
cord-255762-qd6fht8y	461	14	direct	direct	JJ
cord-255762-qd6fht8y	461	15	negotiations	negotiation	NNS
cord-255762-qd6fht8y	461	16	,	,	,
cord-255762-qd6fht8y	461	17	which	which	WDT
cord-255762-qd6fht8y	461	18	is	be	VBZ
cord-255762-qd6fht8y	461	19	never	never	RB
cord-255762-qd6fht8y	461	20	significant	significant	JJ
cord-255762-qd6fht8y	461	21	in	in	IN
cord-255762-qd6fht8y	461	22	the	the	DT
cord-255762-qd6fht8y	461	23	new	new	JJ
cord-255762-qd6fht8y	461	24	estimates	estimate	NNS
cord-255762-qd6fht8y	461	25	using	use	VBG
cord-255762-qd6fht8y	461	26	the	the	DT
cord-255762-qd6fht8y	461	27	67th	67th	JJ
cord-255762-qd6fht8y	461	28	percentile	percentile	NN
cord-255762-qd6fht8y	461	29	.	.	.
cord-255762-qd6fht8y	462	1	5	5	CD
cord-255762-qd6fht8y	462	2	Reference	reference	NN
cord-255762-qd6fht8y	462	3	prices	price	NNS
cord-255762-qd6fht8y	462	4	and	and	CC
cord-255762-qd6fht8y	462	5	public	public	JJ
cord-255762-qd6fht8y	462	6	buyer	buyer	NN
cord-255762-qd6fht8y	462	7	competence	competence	NN
cord-255762-qd6fht8y	463	1	This	this	DT
cord-255762-qd6fht8y	463	2	section	section	NN
cord-255762-qd6fht8y	463	3	empirically	empirically	RB
cord-255762-qd6fht8y	463	4	investigates	investigate	VBZ
cord-255762-qd6fht8y	463	5	the	the	DT
cord-255762-qd6fht8y	463	6	effect	effect	NN
cord-255762-qd6fht8y	463	7	of	of	IN
cord-255762-qd6fht8y	463	8	the	the	DT
cord-255762-qd6fht8y	463	9	reference	reference	NN
cord-255762-qd6fht8y	463	10	price	price	NN
cord-255762-qd6fht8y	463	11	policy	policy	NN
cord-255762-qd6fht8y	463	12	(	(	-LRB-
cord-255762-qd6fht8y	463	13	for	for	IN
cord-255762-qd6fht8y	463	14	classes	class	NNS
cord-255762-qd6fht8y	463	15	of	of	IN
cord-255762-qd6fht8y	463	16	medical	medical	JJ
cord-255762-qd6fht8y	463	17	device	device	NN
cord-255762-qd6fht8y	463	18	)	)	-RRB-
cord-255762-qd6fht8y	463	19	on	on	IN
cord-255762-qd6fht8y	463	20	PB	PB	NNP
cord-255762-qd6fht8y	463	21	competence	competence	NN
cord-255762-qd6fht8y	463	22	.	.	.
cord-255762-qd6fht8y	464	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	464	2	dataset	dataset	NN
cord-255762-qd6fht8y	464	3	covers	cover	VBZ
cord-255762-qd6fht8y	464	4	the	the	DT
cord-255762-qd6fht8y	464	5	period	period	NN
cord-255762-qd6fht8y	464	6	from	from	IN
cord-255762-qd6fht8y	464	7	January	January	NNP
cord-255762-qd6fht8y	464	8	1	1	CD
cord-255762-qd6fht8y	464	9	,	,	,
cord-255762-qd6fht8y	464	10	2013	2013	CD
cord-255762-qd6fht8y	464	11	to	to	IN
cord-255762-qd6fht8y	464	12	December	December	NNP
cord-255762-qd6fht8y	464	13	31	31	CD
cord-255762-qd6fht8y	464	14	,	,	,
cord-255762-qd6fht8y	464	15	2013	2013	CD
cord-255762-qd6fht8y	464	16	.	.	.
cord-255762-qd6fht8y	465	1	Until	until	IN
cord-255762-qd6fht8y	465	2	May	May	NNP
cord-255762-qd6fht8y	465	3	2	2	CD
cord-255762-qd6fht8y	465	4	,	,	,
cord-255762-qd6fht8y	465	5	2013	2013	CD
cord-255762-qd6fht8y	465	6	,	,	,
cord-255762-qd6fht8y	465	7	PBs	PBs	NNPS
cord-255762-qd6fht8y	465	8	were	be	VBD
cord-255762-qd6fht8y	465	9	forced	force	VBN
cord-255762-qd6fht8y	465	10	by	by	IN
cord-255762-qd6fht8y	465	11	law	law	NN
cord-255762-qd6fht8y	465	12	to	to	TO
cord-255762-qd6fht8y	465	13	apply	apply	VB
cord-255762-qd6fht8y	465	14	the	the	DT
cord-255762-qd6fht8y	465	15	reference	reference	NN
cord-255762-qd6fht8y	465	16	price	price	NN
cord-255762-qd6fht8y	465	17	established	establish	VBN
cord-255762-qd6fht8y	465	18	by	by	IN
cord-255762-qd6fht8y	465	19	the	the	DT
cord-255762-qd6fht8y	465	20	AVCP	avcp	NN
cord-255762-qd6fht8y	465	21	for	for	IN
cord-255762-qd6fht8y	465	22	each	each	DT
cord-255762-qd6fht8y	465	23	class	class	NN
cord-255762-qd6fht8y	465	24	of	of	IN
cord-255762-qd6fht8y	465	25	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	465	26	medical	medical	JJ
cord-255762-qd6fht8y	465	27	device	device	NN
cord-255762-qd6fht8y	465	28	.	.	.
cord-255762-qd6fht8y	466	1	First	first	RB
cord-255762-qd6fht8y	466	2	,	,	,
cord-255762-qd6fht8y	466	3	we	-PRON-	PRP
cord-255762-qd6fht8y	466	4	replicated	replicate	VBD
cord-255762-qd6fht8y	466	5	the	the	DT
cord-255762-qd6fht8y	466	6	regression	regression	NN
cord-255762-qd6fht8y	466	7	in	in	IN
cord-255762-qd6fht8y	466	8	Equation	equation	NN
cord-255762-qd6fht8y	466	9	(	(	-LRB-
cord-255762-qd6fht8y	466	10	12	12	CD
cord-255762-qd6fht8y	466	11	)	)	-RRB-
cord-255762-qd6fht8y	466	12	,	,	,
cord-255762-qd6fht8y	466	13	but	but	CC
cord-255762-qd6fht8y	466	14	only	only	RB
cord-255762-qd6fht8y	466	15	on	on	IN
cord-255762-qd6fht8y	466	16	the	the	DT
cord-255762-qd6fht8y	466	17	subset	subset	NN
cord-255762-qd6fht8y	466	18	of	of	IN
cord-255762-qd6fht8y	466	19	40	40	CD
cord-255762-qd6fht8y	466	20	PBs	pb	NNS
cord-255762-qd6fht8y	466	21	that	that	WDT
cord-255762-qd6fht8y	466	22	managed	manage	VBD
cord-255762-qd6fht8y	466	23	awarding	award	VBG
cord-255762-qd6fht8y	466	24	procedures	procedure	NNS
cord-255762-qd6fht8y	466	25	both	both	CC
cord-255762-qd6fht8y	466	26	before	before	IN
cord-255762-qd6fht8y	466	27	and	and	CC
cord-255762-qd6fht8y	466	28	after	after	IN
cord-255762-qd6fht8y	466	29	the	the	DT
cord-255762-qd6fht8y	466	30	termination	termination	NN
cord-255762-qd6fht8y	466	31	of	of	IN
cord-255762-qd6fht8y	466	32	the	the	DT
cord-255762-qd6fht8y	466	33	reference	reference	NN
cord-255762-qd6fht8y	466	34	price	price	NN
cord-255762-qd6fht8y	466	35	policy	policy	NN
cord-255762-qd6fht8y	466	36	.	.	.
cord-255762-qd6fht8y	467	1	This	this	DT
cord-255762-qd6fht8y	467	2	leads	lead	VBZ
cord-255762-qd6fht8y	467	3	to	to	IN
cord-255762-qd6fht8y	467	4	a	a	DT
cord-255762-qd6fht8y	467	5	dataset	dataset	NN
cord-255762-qd6fht8y	467	6	of	of	IN
cord-255762-qd6fht8y	467	7	902	902	CD
cord-255762-qd6fht8y	467	8	observations	observation	NNS
cord-255762-qd6fht8y	467	9	,	,	,
cord-255762-qd6fht8y	467	10	with	with	IN
cord-255762-qd6fht8y	467	11	prices	price	NNS
cord-255762-qd6fht8y	467	12	paid	pay	VBN
cord-255762-qd6fht8y	467	13	by	by	IN
cord-255762-qd6fht8y	467	14	PBs	pb	NNS
cord-255762-qd6fht8y	467	15	both	both	CC
cord-255762-qd6fht8y	467	16	before	before	IN
cord-255762-qd6fht8y	467	17	and	and	CC
cord-255762-qd6fht8y	467	18	after	after	IN
cord-255762-qd6fht8y	467	19	the	the	DT
cord-255762-qd6fht8y	467	20	abolition	abolition	NN
cord-255762-qd6fht8y	467	21	of	of	IN
cord-255762-qd6fht8y	467	22	the	the	DT
cord-255762-qd6fht8y	467	23	reference	reference	NN
cord-255762-qd6fht8y	467	24	price	price	NN
cord-255762-qd6fht8y	467	25	.	.	.
cord-255762-qd6fht8y	468	1	Figure	figure	NN
cord-255762-qd6fht8y	468	2	4	4	CD
cord-255762-qd6fht8y	468	3	compares	compare	VBZ
cord-255762-qd6fht8y	468	4	the	the	DT
cord-255762-qd6fht8y	468	5	distribution	distribution	NN
cord-255762-qd6fht8y	468	6	of	of	IN
cord-255762-qd6fht8y	468	7	PB	PB	NNP
cord-255762-qd6fht8y	468	8	FEs	FEs	NNP
cord-255762-qd6fht8y	468	9	,	,	,
cord-255762-qd6fht8y	468	10	as	as	IN
cord-255762-qd6fht8y	468	11	measured	measure	VBN
cord-255762-qd6fht8y	468	12	by	by	IN
cord-255762-qd6fht8y	468	13	γ	γ	NNP
cord-255762-qd6fht8y	468	14	h	h	NNP
cord-255762-qd6fht8y	468	15	,	,	,
cord-255762-qd6fht8y	468	16	with	with	IN
cord-255762-qd6fht8y	468	17	PB	PB	NNP
cord-255762-qd6fht8y	468	18	FEs	FEs	NNP
cord-255762-qd6fht8y	468	19	under	under	IN
cord-255762-qd6fht8y	468	20	the	the	DT
cord-255762-qd6fht8y	468	21	reference	reference	NN
cord-255762-qd6fht8y	468	22	price	price	NN
cord-255762-qd6fht8y	468	23	regime	regime	NN
cord-255762-qd6fht8y	468	24	,	,	,
cord-255762-qd6fht8y	468	25	given	give	VBN
cord-255762-qd6fht8y	468	26	by	by	IN
cord-255762-qd6fht8y	468	27	γ	γ	NNP
cord-255762-qd6fht8y	468	28	h	h	NN
cord-255762-qd6fht8y	468	29	+	+	CC
cord-255762-qd6fht8y	468	30	φ	φ	NN
cord-255762-qd6fht8y	468	31	h	h	NN
cord-255762-qd6fht8y	468	32	.	.	.
cord-255762-qd6fht8y	469	1	With	with	IN
cord-255762-qd6fht8y	469	2	the	the	DT
cord-255762-qd6fht8y	469	3	reference	reference	NN
cord-255762-qd6fht8y	469	4	price	price	NN
cord-255762-qd6fht8y	469	5	policy	policy	NN
cord-255762-qd6fht8y	469	6	,	,	,
cord-255762-qd6fht8y	469	7	the	the	DT
cord-255762-qd6fht8y	469	8	distribution	distribution	NN
cord-255762-qd6fht8y	469	9	of	of	IN
cord-255762-qd6fht8y	469	10	FEs	FEs	NNP
cord-255762-qd6fht8y	469	11	is	be	VBZ
cord-255762-qd6fht8y	469	12	more	more	RBR
cord-255762-qd6fht8y	469	13	concentrated	concentrated	JJ
cord-255762-qd6fht8y	469	14	around	around	IN
cord-255762-qd6fht8y	469	15	central	central	JJ
cord-255762-qd6fht8y	469	16	values	value	NNS
cord-255762-qd6fht8y	469	17	of	of	IN
cord-255762-qd6fht8y	469	18	the	the	DT
cord-255762-qd6fht8y	469	19	distribution	distribution	NN
cord-255762-qd6fht8y	469	20	.	.	.
cord-255762-qd6fht8y	470	1	This	this	DT
cord-255762-qd6fht8y	470	2	is	be	VBZ
cord-255762-qd6fht8y	470	3	not	not	RB
cord-255762-qd6fht8y	470	4	surprising	surprising	JJ
cord-255762-qd6fht8y	470	5	,	,	,
cord-255762-qd6fht8y	470	6	since	since	IN
cord-255762-qd6fht8y	470	7	the	the	DT
cord-255762-qd6fht8y	470	8	reference	reference	NN
cord-255762-qd6fht8y	470	9	price	price	NN
cord-255762-qd6fht8y	470	10	policy	policy	NN
cord-255762-qd6fht8y	470	11	reduced	reduce	VBN
cord-255762-qd6fht8y	470	12	PB	PB	NNP
cord-255762-qd6fht8y	470	13	discretion	discretion	NN
cord-255762-qd6fht8y	470	14	and	and	CC
cord-255762-qd6fht8y	470	15	hence	hence	RB
cord-255762-qd6fht8y	470	16	removed	remove	VBD
cord-255762-qd6fht8y	470	17	a	a	DT
cord-255762-qd6fht8y	470	18	degree	degree	NN
cord-255762-qd6fht8y	470	19	of	of	IN
cord-255762-qd6fht8y	470	20	competence	competence	NN
cord-255762-qd6fht8y	470	21	.	.	.
cord-255762-qd6fht8y	471	1	To	to	TO
cord-255762-qd6fht8y	471	2	further	further	RB
cord-255762-qd6fht8y	471	3	clarify	clarify	VB
cord-255762-qd6fht8y	471	4	what	what	WP
cord-255762-qd6fht8y	471	5	is	be	VBZ
cord-255762-qd6fht8y	471	6	going	go	VBG
cord-255762-qd6fht8y	471	7	on	on	RP
cord-255762-qd6fht8y	471	8	,	,	,
cord-255762-qd6fht8y	471	9	we	-PRON-	PRP
cord-255762-qd6fht8y	471	10	divided	divide	VBD
cord-255762-qd6fht8y	471	11	the	the	DT
cord-255762-qd6fht8y	471	12	sample	sample	NN
cord-255762-qd6fht8y	471	13	of	of	IN
cord-255762-qd6fht8y	471	14	PBs	PBs	NNPS
cord-255762-qd6fht8y	471	15	into	into	IN
cord-255762-qd6fht8y	471	16	four	four	CD
cord-255762-qd6fht8y	471	17	groups	group	NNS
cord-255762-qd6fht8y	471	18	,	,	,
cord-255762-qd6fht8y	471	19	depending	depend	VBG
cord-255762-qd6fht8y	471	20	on	on	IN
cord-255762-qd6fht8y	471	21	whether	whether	IN
cord-255762-qd6fht8y	471	22	their	-PRON-	PRP$
cord-255762-qd6fht8y	471	23	competence	competence	NN
cord-255762-qd6fht8y	471	24	falls	fall	VBZ
cord-255762-qd6fht8y	471	25	below	below	IN
cord-255762-qd6fht8y	471	26	any	any	DT
cord-255762-qd6fht8y	471	27	of	of	IN
cord-255762-qd6fht8y	471	28	the	the	DT
cord-255762-qd6fht8y	471	29	quartiles	quartile	NNS
cord-255762-qd6fht8y	471	30	of	of	IN
cord-255762-qd6fht8y	471	31	the	the	DT
cord-255762-qd6fht8y	471	32	distribution	distribution	NN
cord-255762-qd6fht8y	471	33	.	.	.
cord-255762-qd6fht8y	472	1	Ranking	Ranking	NNP
cord-255762-qd6fht8y	472	2	PBs	PBs	NNP
cord-255762-qd6fht8y	472	3	h	h	NN
cord-255762-qd6fht8y	472	4	=	=	SYM
cord-255762-qd6fht8y	472	5	1	1	CD
cord-255762-qd6fht8y	473	1	,	,	,
cord-255762-qd6fht8y	473	2	...	...	NFP
cord-255762-qd6fht8y	473	3	,	,	,
cord-255762-qd6fht8y	473	4	H	h	NN
cord-255762-qd6fht8y	473	5	from	from	IN
cord-255762-qd6fht8y	473	6	the	the	DT
cord-255762-qd6fht8y	473	7	lowest	low	JJS
cord-255762-qd6fht8y	473	8	to	to	IN
cord-255762-qd6fht8y	473	9	the	the	DT
cord-255762-qd6fht8y	473	10	highest	high	JJS
cord-255762-qd6fht8y	473	11	competence	competence	NN
cord-255762-qd6fht8y	473	12	,	,	,
cord-255762-qd6fht8y	473	13	we	-PRON-	PRP
cord-255762-qd6fht8y	473	14	can	can	MD
cord-255762-qd6fht8y	473	15	create	create	VB
cord-255762-qd6fht8y	473	16	four	four	CD
cord-255762-qd6fht8y	473	17	groups	group	NNS
cord-255762-qd6fht8y	473	18	of	of	IN
cord-255762-qd6fht8y	473	19	similar	similar	JJ
cord-255762-qd6fht8y	473	20	size	size	NN
cord-255762-qd6fht8y	473	21	(	(	-LRB-
cord-255762-qd6fht8y	473	22	from	from	IN
cord-255762-qd6fht8y	473	23	observation	observation	NN
cord-255762-qd6fht8y	473	24	H	h	NN
cord-255762-qd6fht8y	473	25	i−1	i−1	VBZ
cord-255762-qd6fht8y	473	26	to	to	IN
cord-255762-qd6fht8y	473	27	observation	observation	NN
cord-255762-qd6fht8y	473	28	H	h	NN
cord-255762-qd6fht8y	473	29	i	i	NN
cord-255762-qd6fht8y	473	30	for	for	IN
cord-255762-qd6fht8y	473	31	i	i	PRP
cord-255762-qd6fht8y	473	32	=	=	SYM
cord-255762-qd6fht8y	473	33	1	1	CD
cord-255762-qd6fht8y	473	34	,	,	,
cord-255762-qd6fht8y	473	35	...	...	:
cord-255762-qd6fht8y	473	36	,	,	,
cord-255762-qd6fht8y	473	37	4	4	CD
cord-255762-qd6fht8y	473	38	;	;	:
cord-255762-qd6fht8y	473	39	H	h	NN
cord-255762-qd6fht8y	473	40	0	0	CD
cord-255762-qd6fht8y	473	41	=	=	SYM
cord-255762-qd6fht8y	473	42	1	1	CD
cord-255762-qd6fht8y	473	43	and	and	CC
cord-255762-qd6fht8y	473	44	H	h	NN
cord-255762-qd6fht8y	473	45	4	4	CD
cord-255762-qd6fht8y	473	46	=	=	SYM
cord-255762-qd6fht8y	473	47	H	h	NN
cord-255762-qd6fht8y	473	48	)	)	-RRB-
cord-255762-qd6fht8y	473	49	.	.	.
cord-255762-qd6fht8y	474	1	For	for	IN
cord-255762-qd6fht8y	474	2	each	each	DT
cord-255762-qd6fht8y	474	3	group	group	NN
cord-255762-qd6fht8y	474	4	i	i	PRP
cord-255762-qd6fht8y	474	5	we	-PRON-	PRP
cord-255762-qd6fht8y	474	6	then	then	RB
cord-255762-qd6fht8y	474	7	ran	run	VBD
cord-255762-qd6fht8y	474	8	the	the	DT
cord-255762-qd6fht8y	474	9	following	following	JJ
cord-255762-qd6fht8y	474	10	regression	regression	NN
cord-255762-qd6fht8y	474	11	:	:	:
cord-255762-qd6fht8y	474	12	29	29	CD
cord-255762-qd6fht8y	475	1	The	the	DT
cord-255762-qd6fht8y	475	2	authors	author	NNS
cord-255762-qd6fht8y	475	3	show	show	VBP
cord-255762-qd6fht8y	475	4	that	that	IN
cord-255762-qd6fht8y	475	5	-in	-in	:
cord-255762-qd6fht8y	475	6	areas	area	NNS
cord-255762-qd6fht8y	475	7	with	with	IN
cord-255762-qd6fht8y	475	8	inefficient	inefficient	JJ
cord-255762-qd6fht8y	475	9	local	local	JJ
cord-255762-qd6fht8y	475	10	courts	court	NNS
cord-255762-qd6fht8y	475	11	-public	-public	JJ
cord-255762-qd6fht8y	475	12	works	work	NNS
cord-255762-qd6fht8y	475	13	are	be	VBP
cord-255762-qd6fht8y	475	14	delivered	deliver	VBN
cord-255762-qd6fht8y	475	15	with	with	IN
cord-255762-qd6fht8y	475	16	longer	long	JJR
cord-255762-qd6fht8y	475	17	delays	delay	NNS
cord-255762-qd6fht8y	475	18	and	and	CC
cord-255762-qd6fht8y	475	19	the	the	DT
cord-255762-qd6fht8y	475	20	larger	large	JJR
cord-255762-qd6fht8y	475	21	the	the	DT
cord-255762-qd6fht8y	475	22	contract	contract	NN
cord-255762-qd6fht8y	475	23	,	,	,
cord-255762-qd6fht8y	475	24	the	the	DT
cord-255762-qd6fht8y	475	25	longer	long	RBR
cord-255762-qd6fht8y	475	26	the	the	DT
cord-255762-qd6fht8y	475	27	delay	delay	NN
cord-255762-qd6fht8y	475	28	.	.	.
cord-255762-qd6fht8y	476	1	Specifically	specifically	RB
cord-255762-qd6fht8y	476	2	,	,	,
cord-255762-qd6fht8y	476	3	since	since	IN
cord-255762-qd6fht8y	476	4	local	local	JJ
cord-255762-qd6fht8y	476	5	courts	court	NNS
cord-255762-qd6fht8y	476	6	enforce	enforce	VBP
cord-255762-qd6fht8y	476	7	procurement	procurement	NN
cord-255762-qd6fht8y	476	8	contracts	contract	NNS
cord-255762-qd6fht8y	476	9	managed	manage	VBN
cord-255762-qd6fht8y	476	10	by	by	IN
cord-255762-qd6fht8y	476	11	local	local	JJ
cord-255762-qd6fht8y	476	12	PBs	PBs	NNPS
cord-255762-qd6fht8y	476	13	,	,	,
cord-255762-qd6fht8y	476	14	their	-PRON-	PRP$
cord-255762-qd6fht8y	476	15	inefficiency	inefficiency	NN
cord-255762-qd6fht8y	476	16	weakens	weaken	VBZ
cord-255762-qd6fht8y	476	17	the	the	DT
cord-255762-qd6fht8y	476	18	PB	PB	NNP
cord-255762-qd6fht8y	476	19	,	,	,
cord-255762-qd6fht8y	476	20	making	make	VBG
cord-255762-qd6fht8y	476	21	it	-PRON-	PRP
cord-255762-qd6fht8y	476	22	less	less	RBR
cord-255762-qd6fht8y	476	23	able	able	JJ
cord-255762-qd6fht8y	476	24	in	in	IN
cord-255762-qd6fht8y	476	25	managing	manage	VBG
cord-255762-qd6fht8y	476	26	the	the	DT
cord-255762-qd6fht8y	476	27	overall	overall	JJ
cord-255762-qd6fht8y	476	28	purchasing	purchasing	NN
cord-255762-qd6fht8y	476	29	process	process	NN
cord-255762-qd6fht8y	476	30	.	.	.
cord-255762-qd6fht8y	477	1	30	30	CD
cord-255762-qd6fht8y	478	1	One	one	CD
cord-255762-qd6fht8y	478	2	limitation	limitation	NN
cord-255762-qd6fht8y	478	3	of	of	IN
cord-255762-qd6fht8y	478	4	our	-PRON-	PRP$
cord-255762-qd6fht8y	478	5	study	study	NN
cord-255762-qd6fht8y	478	6	may	may	MD
cord-255762-qd6fht8y	478	7	be	be	VB
cord-255762-qd6fht8y	478	8	the	the	DT
cord-255762-qd6fht8y	478	9	treatment	treatment	NN
cord-255762-qd6fht8y	478	10	of	of	IN
cord-255762-qd6fht8y	478	11	endogenous	endogenous	JJ
cord-255762-qd6fht8y	478	12	entry	entry	NN
cord-255762-qd6fht8y	478	13	in	in	IN
cord-255762-qd6fht8y	478	14	awarding	award	VBG
cord-255762-qd6fht8y	478	15	procedures	procedure	NNS
cord-255762-qd6fht8y	478	16	.	.	.
cord-255762-qd6fht8y	479	1	Such	such	JJ
cord-255762-qd6fht8y	479	2	entry	entry	NN
cord-255762-qd6fht8y	479	3	can	can	MD
cord-255762-qd6fht8y	479	4	be	be	VB
cord-255762-qd6fht8y	479	5	affected	affect	VBN
cord-255762-qd6fht8y	479	6	both	both	CC
cord-255762-qd6fht8y	479	7	by	by	IN
cord-255762-qd6fht8y	479	8	the	the	DT
cord-255762-qd6fht8y	479	9	buyer	buyer	NN
cord-255762-qd6fht8y	479	10	choice	choice	NN
cord-255762-qd6fht8y	479	11	about	about	IN
cord-255762-qd6fht8y	479	12	which	which	WDT
cord-255762-qd6fht8y	479	13	awarding	award	VBG
cord-255762-qd6fht8y	479	14	procedure	procedure	NN
cord-255762-qd6fht8y	479	15	to	to	TO
cord-255762-qd6fht8y	479	16	implement	implement	VB
cord-255762-qd6fht8y	479	17	(	(	-LRB-
cord-255762-qd6fht8y	479	18	i.e.	i.e.	FW
cord-255762-qd6fht8y	479	19	FPA	fpa	NN
cord-255762-qd6fht8y	479	20	or	or	CC
cord-255762-qd6fht8y	479	21	direct	direct	JJ
cord-255762-qd6fht8y	479	22	negotiation	negotiation	NN
cord-255762-qd6fht8y	479	23	)	)	-RRB-
cord-255762-qd6fht8y	479	24	and	and	CC
cord-255762-qd6fht8y	479	25	by	by	IN
cord-255762-qd6fht8y	479	26	the	the	DT
cord-255762-qd6fht8y	479	27	supplier	supplier	NN
cord-255762-qd6fht8y	479	28	decision	decision	NN
cord-255762-qd6fht8y	479	29	to	to	TO
cord-255762-qd6fht8y	479	30	enter	enter	VB
cord-255762-qd6fht8y	479	31	the	the	DT
cord-255762-qd6fht8y	479	32	procedure	procedure	NN
cord-255762-qd6fht8y	479	33	.	.	.
cord-255762-qd6fht8y	480	1	Explicitly	explicitly	RB
cord-255762-qd6fht8y	480	2	incorporating	incorporate	VBG
cord-255762-qd6fht8y	480	3	these	these	DT
cord-255762-qd6fht8y	480	4	types	type	NNS
cord-255762-qd6fht8y	480	5	of	of	IN
cord-255762-qd6fht8y	480	6	endogeneity	endogeneity	NN
cord-255762-qd6fht8y	480	7	would	would	MD
cord-255762-qd6fht8y	480	8	have	have	VB
cord-255762-qd6fht8y	480	9	required	require	VBN
cord-255762-qd6fht8y	480	10	a	a	DT
cord-255762-qd6fht8y	480	11	multiple	multiple	JJ
cord-255762-qd6fht8y	480	12	-	-	HYPH
cord-255762-qd6fht8y	480	13	stage	stage	NN
cord-255762-qd6fht8y	480	14	model	model	NN
cord-255762-qd6fht8y	480	15	,	,	,
cord-255762-qd6fht8y	480	16	which	which	WDT
cord-255762-qd6fht8y	480	17	we	-PRON-	PRP
cord-255762-qd6fht8y	480	18	leave	leave	VBP
cord-255762-qd6fht8y	480	19	for	for	IN
cord-255762-qd6fht8y	480	20	future	future	JJ
cord-255762-qd6fht8y	480	21	research	research	NN
cord-255762-qd6fht8y	480	22	.	.	.
cord-255762-qd6fht8y	481	1	However	however	RB
cord-255762-qd6fht8y	481	2	,	,	,
cord-255762-qd6fht8y	481	3	it	-PRON-	PRP
cord-255762-qd6fht8y	481	4	is	be	VBZ
cord-255762-qd6fht8y	481	5	reassuring	reassuring	JJ
cord-255762-qd6fht8y	481	6	that	that	IN
cord-255762-qd6fht8y	481	7	both	both	CC
cord-255762-qd6fht8y	481	8	the	the	DT
cord-255762-qd6fht8y	481	9	semi	semi	JJ
cord-255762-qd6fht8y	481	10	-	-	JJ
cord-255762-qd6fht8y	481	11	parametric	parametric	JJ
cord-255762-qd6fht8y	481	12	and	and	CC
cord-255762-qd6fht8y	481	13	parametric	parametric	JJ
cord-255762-qd6fht8y	481	14	estimates	estimate	NNS
cord-255762-qd6fht8y	481	15	provide	provide	VBP
cord-255762-qd6fht8y	481	16	similar	similar	JJ
cord-255762-qd6fht8y	481	17	conclusions	conclusion	NNS
cord-255762-qd6fht8y	481	18	.	.	.
cord-255762-qd6fht8y	482	1	J	J	NNP
cord-255762-qd6fht8y	482	2	o	o	NNP
cord-255762-qd6fht8y	483	1	u	u	NNP
cord-255762-qd6fht8y	483	2	r	r	NNP
cord-255762-qd6fht8y	483	3	n	n	NN
cord-255762-qd6fht8y	483	4	a	a	DT
cord-255762-qd6fht8y	483	5	l	l	NN
cord-255762-qd6fht8y	483	6	P	p	NN
cord-255762-qd6fht8y	483	7	r	r	NN
cord-255762-qd6fht8y	483	8	e	e	NN
cord-255762-qd6fht8y	483	9	-p	-p	NN
cord-255762-qd6fht8y	483	10	r	r	NN
cord-255762-qd6fht8y	483	11	o	o	NN
cord-255762-qd6fht8y	483	12	o	o	NN
cord-255762-qd6fht8y	483	13	f	f	NN
cord-255762-qd6fht8y	483	14	 	 	_SP
cord-255762-qd6fht8y	483	15	Equation	Equation	NNP
cord-255762-qd6fht8y	483	16	(	(	-LRB-
cord-255762-qd6fht8y	483	17	15	15	CD
cord-255762-qd6fht8y	483	18	)	)	-RRB-
cord-255762-qd6fht8y	483	19	differs	differ	VBZ
cord-255762-qd6fht8y	483	20	from	from	IN
cord-255762-qd6fht8y	483	21	Equation	equation	NN
cord-255762-qd6fht8y	483	22	(	(	-LRB-
cord-255762-qd6fht8y	483	23	12	12	CD
cord-255762-qd6fht8y	483	24	)	)	-RRB-
cord-255762-qd6fht8y	483	25	for	for	IN
cord-255762-qd6fht8y	483	26	the	the	DT
cord-255762-qd6fht8y	483	27	inclusion	inclusion	NN
cord-255762-qd6fht8y	483	28	of	of	IN
cord-255762-qd6fht8y	483	29	a	a	DT
cord-255762-qd6fht8y	483	30	common	common	JJ
cord-255762-qd6fht8y	483	31	rather	rather	RB
cord-255762-qd6fht8y	483	32	than	than	IN
cord-255762-qd6fht8y	483	33	PB	pb	NN
cord-255762-qd6fht8y	483	34	-	-	HYPH
cord-255762-qd6fht8y	483	35	specific	specific	JJ
cord-255762-qd6fht8y	483	36	effect	effect	NN
cord-255762-qd6fht8y	483	37	on	on	IN
cord-255762-qd6fht8y	483	38	the	the	DT
cord-255762-qd6fht8y	483	39	reference	reference	NN
cord-255762-qd6fht8y	483	40	prices	price	NNS
cord-255762-qd6fht8y	483	41	.	.	.
cord-255762-qd6fht8y	484	1	The	the	DT
cord-255762-qd6fht8y	484	2	results	result	NNS
cord-255762-qd6fht8y	484	3	are	be	VBP
cord-255762-qd6fht8y	484	4	shown	show	VBN
cord-255762-qd6fht8y	484	5	in	in	IN
cord-255762-qd6fht8y	484	6	Table	Table	NNP
cord-255762-qd6fht8y	484	7	6	6	CD
cord-255762-qd6fht8y	484	8	separately	separately	RB
cord-255762-qd6fht8y	484	9	for	for	IN
cord-255762-qd6fht8y	484	10	the	the	DT
cord-255762-qd6fht8y	484	11	models	model	NNS
cord-255762-qd6fht8y	484	12	with	with	IN
cord-255762-qd6fht8y	484	13	and	and	CC
cord-255762-qd6fht8y	484	14	without	without	IN
cord-255762-qd6fht8y	484	15	a	a	DT
cord-255762-qd6fht8y	484	16	structural	structural	JJ
cord-255762-qd6fht8y	484	17	estimation	estimation	NN
cord-255762-qd6fht8y	484	18	of	of	IN
cord-255762-qd6fht8y	484	19	the	the	DT
cord-255762-qd6fht8y	484	20	costs	cost	NNS
cord-255762-qd6fht8y	484	21	(	(	-LRB-
cord-255762-qd6fht8y	484	22	panel	panel	NN
cord-255762-qd6fht8y	484	23	a	a	DT
cord-255762-qd6fht8y	484	24	and	and	CC
cord-255762-qd6fht8y	484	25	panel	panel	NN
cord-255762-qd6fht8y	484	26	b	b	NN
cord-255762-qd6fht8y	484	27	respectively	respectively	RB
cord-255762-qd6fht8y	484	28	)	)	-RRB-
cord-255762-qd6fht8y	484	29	,	,	,
cord-255762-qd6fht8y	484	30	following	follow	VBG
cord-255762-qd6fht8y	484	31	the	the	DT
cord-255762-qd6fht8y	484	32	approach	approach	NN
cord-255762-qd6fht8y	484	33	of	of	IN
cord-255762-qd6fht8y	484	34	Section	section	NN
cord-255762-qd6fht8y	484	35	4	4	CD
cord-255762-qd6fht8y	484	36	.	.	.
cord-255762-qd6fht8y	484	37	31	31	CD
cord-255762-qd6fht8y	485	1	Although	although	IN
cord-255762-qd6fht8y	485	2	reference	reference	NN
cord-255762-qd6fht8y	485	3	prices	price	NNS
cord-255762-qd6fht8y	485	4	overall	overall	RB
cord-255762-qd6fht8y	485	5	have	have	VBP
cord-255762-qd6fht8y	485	6	a	a	DT
cord-255762-qd6fht8y	485	7	negative	negative	JJ
cord-255762-qd6fht8y	485	8	impact	impact	NN
cord-255762-qd6fht8y	485	9	on	on	IN
cord-255762-qd6fht8y	485	10	the	the	DT
cord-255762-qd6fht8y	485	11	final	final	JJ
cord-255762-qd6fht8y	485	12	price	price	NN
cord-255762-qd6fht8y	485	13	net	net	NN
cord-255762-qd6fht8y	485	14	of	of	IN
cord-255762-qd6fht8y	485	15	the	the	DT
cord-255762-qd6fht8y	485	16	marginal	marginal	JJ
cord-255762-qd6fht8y	485	17	cost	cost	NN
cord-255762-qd6fht8y	485	18	(	(	-LRB-
cord-255762-qd6fht8y	485	19	with	with	IN
cord-255762-qd6fht8y	485	20	a	a	DT
cord-255762-qd6fht8y	485	21	magnitude	magnitude	NN
cord-255762-qd6fht8y	485	22	of	of	IN
cord-255762-qd6fht8y	485	23	around	around	IN
cord-255762-qd6fht8y	485	24	-45	-45	NNP
cord-255762-qd6fht8y	485	25	%	%	NN
cord-255762-qd6fht8y	485	26	)	)	-RRB-
cord-255762-qd6fht8y	485	27	,	,	,
cord-255762-qd6fht8y	485	28	their	-PRON-	PRP$
cord-255762-qd6fht8y	485	29	effect	effect	NN
cord-255762-qd6fht8y	485	30	varies	vary	VBZ
cord-255762-qd6fht8y	485	31	widely	widely	RB
cord-255762-qd6fht8y	485	32	depending	depend	VBG
cord-255762-qd6fht8y	485	33	on	on	IN
cord-255762-qd6fht8y	485	34	the	the	DT
cord-255762-qd6fht8y	485	35	initial	initial	JJ
cord-255762-qd6fht8y	485	36	level	level	NN
cord-255762-qd6fht8y	485	37	of	of	IN
cord-255762-qd6fht8y	485	38	competence	competence	NN
cord-255762-qd6fht8y	485	39	of	of	IN
cord-255762-qd6fht8y	485	40	the	the	DT
cord-255762-qd6fht8y	485	41	PB	PB	NNP
cord-255762-qd6fht8y	485	42	.	.	.
cord-255762-qd6fht8y	486	1	In	in	IN
cord-255762-qd6fht8y	486	2	fact	fact	NN
cord-255762-qd6fht8y	486	3	,	,	,
cord-255762-qd6fht8y	486	4	reference	reference	NN
cord-255762-qd6fht8y	486	5	prices	price	NNS
cord-255762-qd6fht8y	486	6	have	have	VBP
cord-255762-qd6fht8y	486	7	a	a	DT
cord-255762-qd6fht8y	486	8	strong	strong	JJ
cord-255762-qd6fht8y	486	9	and	and	CC
cord-255762-qd6fht8y	486	10	negative	negative	JJ
cord-255762-qd6fht8y	486	11	impact	impact	NN
cord-255762-qd6fht8y	486	12	on	on	IN
cord-255762-qd6fht8y	486	13	low	low	JJ
cord-255762-qd6fht8y	486	14	-	-	HYPH
cord-255762-qd6fht8y	486	15	competence	competence	NN
cord-255762-qd6fht8y	486	16	PBs	PBs	NNPS
cord-255762-qd6fht8y	486	17	(	(	-LRB-
cord-255762-qd6fht8y	486	18	first	first	JJ
cord-255762-qd6fht8y	486	19	quartile	quartile	NNP
cord-255762-qd6fht8y	486	20	)	)	-RRB-
cord-255762-qd6fht8y	486	21	and	and	CC
cord-255762-qd6fht8y	486	22	a	a	DT
cord-255762-qd6fht8y	486	23	strong	strong	JJ
cord-255762-qd6fht8y	486	24	positive	positive	JJ
cord-255762-qd6fht8y	486	25	impact	impact	NN
cord-255762-qd6fht8y	486	26	on	on	IN
cord-255762-qd6fht8y	486	27	high	high	JJ
cord-255762-qd6fht8y	486	28	-	-	HYPH
cord-255762-qd6fht8y	486	29	competence	competence	NN
cord-255762-qd6fht8y	486	30	PBs	pb	NNS
cord-255762-qd6fht8y	486	31	(	(	-LRB-
cord-255762-qd6fht8y	486	32	fourth	fourth	JJ
cord-255762-qd6fht8y	486	33	quartile	quartile	NNP
cord-255762-qd6fht8y	486	34	)	)	-RRB-
cord-255762-qd6fht8y	486	35	,	,	,
cord-255762-qd6fht8y	486	36	and	and	CC
cord-255762-qd6fht8y	486	37	have	have	VBP
cord-255762-qd6fht8y	486	38	no	no	DT
cord-255762-qd6fht8y	486	39	impact	impact	NN
cord-255762-qd6fht8y	486	40	on	on	IN
cord-255762-qd6fht8y	486	41	average	average	JJ
cord-255762-qd6fht8y	486	42	-	-	HYPH
cord-255762-qd6fht8y	486	43	competence	competence	NN
cord-255762-qd6fht8y	486	44	PBs	pb	NNS
cord-255762-qd6fht8y	486	45	(	(	-LRB-
cord-255762-qd6fht8y	486	46	second	second	JJ
cord-255762-qd6fht8y	486	47	and	and	CC
cord-255762-qd6fht8y	486	48	third	third	JJ
cord-255762-qd6fht8y	486	49	quartiles	quartile	NNS
cord-255762-qd6fht8y	486	50	)	)	-RRB-
cord-255762-qd6fht8y	486	51	.	.	.
cord-255762-qd6fht8y	487	1	With	with	IN
cord-255762-qd6fht8y	487	2	the	the	DT
cord-255762-qd6fht8y	487	3	reference	reference	NN
cord-255762-qd6fht8y	487	4	price	price	NN
cord-255762-qd6fht8y	487	5	,	,	,
cord-255762-qd6fht8y	487	6	the	the	DT
cord-255762-qd6fht8y	487	7	distance	distance	NN
cord-255762-qd6fht8y	487	8	between	between	IN
cord-255762-qd6fht8y	487	9	prices	price	NNS
cord-255762-qd6fht8y	487	10	and	and	CC
cord-255762-qd6fht8y	487	11	marginal	marginal	JJ
cord-255762-qd6fht8y	487	12	costs	cost	NNS
cord-255762-qd6fht8y	487	13	shrinks	shrink	VBZ
cord-255762-qd6fht8y	487	14	for	for	IN
cord-255762-qd6fht8y	487	15	low	low	JJ
cord-255762-qd6fht8y	487	16	-	-	HYPH
cord-255762-qd6fht8y	487	17	competence	competence	NN
cord-255762-qd6fht8y	487	18	and	and	CC
cord-255762-qd6fht8y	487	19	increases	increase	NNS
cord-255762-qd6fht8y	487	20	for	for	IN
cord-255762-qd6fht8y	487	21	high	high	JJ
cord-255762-qd6fht8y	487	22	-	-	HYPH
cord-255762-qd6fht8y	487	23	competence	competence	NN
cord-255762-qd6fht8y	487	24	PBs	pb	NNS
cord-255762-qd6fht8y	487	25	.	.	.
cord-255762-qd6fht8y	488	1	Changes	change	NNS
cord-255762-qd6fht8y	488	2	are	be	VBP
cord-255762-qd6fht8y	488	3	non	non	JJ
cord-255762-qd6fht8y	488	4	-	-	JJ
cord-255762-qd6fht8y	488	5	negligible	negligible	JJ
cord-255762-qd6fht8y	488	6	(	(	-LRB-
cord-255762-qd6fht8y	488	7	-137.9	-137.9	NN
cord-255762-qd6fht8y	488	8	%	%	NN
cord-255762-qd6fht8y	488	9	in	in	IN
cord-255762-qd6fht8y	488	10	the	the	DT
cord-255762-qd6fht8y	488	11	lowcompetence	lowcompetence	NNP
cord-255762-qd6fht8y	488	12	sample	sample	NN
cord-255762-qd6fht8y	488	13	and	and	CC
cord-255762-qd6fht8y	488	14	89.1	89.1	CD
cord-255762-qd6fht8y	488	15	%	%	NN
cord-255762-qd6fht8y	488	16	in	in	IN
cord-255762-qd6fht8y	488	17	the	the	DT
cord-255762-qd6fht8y	488	18	high	high	JJ
cord-255762-qd6fht8y	488	19	-	-	HYPH
cord-255762-qd6fht8y	488	20	competence	competence	NN
cord-255762-qd6fht8y	488	21	sample	sample	NN
cord-255762-qd6fht8y	488	22	)	)	-RRB-
cord-255762-qd6fht8y	488	23	.	.	.
cord-255762-qd6fht8y	489	1	The	the	DT
cord-255762-qd6fht8y	489	2	findings	finding	NNS
cord-255762-qd6fht8y	489	3	are	be	VBP
cord-255762-qd6fht8y	489	4	similar	similar	JJ
cord-255762-qd6fht8y	489	5	in	in	IN
cord-255762-qd6fht8y	489	6	panel	panel	NN
cord-255762-qd6fht8y	489	7	b	b	NN
cord-255762-qd6fht8y	489	8	)	)	-RRB-
cord-255762-qd6fht8y	489	9	,	,	,
cord-255762-qd6fht8y	489	10	except	except	IN
cord-255762-qd6fht8y	489	11	that	that	IN
cord-255762-qd6fht8y	489	12	there	there	EX
cord-255762-qd6fht8y	489	13	is	be	VBZ
cord-255762-qd6fht8y	489	14	no	no	RB
cord-255762-qd6fht8y	489	15	longer	long	RBR
cord-255762-qd6fht8y	489	16	a	a	DT
cord-255762-qd6fht8y	489	17	significantly	significantly	RB
cord-255762-qd6fht8y	489	18	negative	negative	JJ
cord-255762-qd6fht8y	489	19	effect	effect	NN
cord-255762-qd6fht8y	489	20	of	of	IN
cord-255762-qd6fht8y	489	21	the	the	DT
cord-255762-qd6fht8y	489	22	reference	reference	NN
cord-255762-qd6fht8y	489	23	price	price	NN
cord-255762-qd6fht8y	489	24	in	in	IN
cord-255762-qd6fht8y	489	25	the	the	DT
cord-255762-qd6fht8y	489	26	full	full	JJ
cord-255762-qd6fht8y	489	27	sample	sample	NN
cord-255762-qd6fht8y	489	28	.	.	.
cord-255762-qd6fht8y	490	1	The	the	DT
cord-255762-qd6fht8y	490	2	R	r	NN
cord-255762-qd6fht8y	490	3	2	2	CD
cord-255762-qd6fht8y	490	4	statistics	statistic	NNS
cord-255762-qd6fht8y	490	5	in	in	IN
cord-255762-qd6fht8y	490	6	panel	panel	NN
cord-255762-qd6fht8y	490	7	b	b	NN
cord-255762-qd6fht8y	490	8	)	)	-RRB-
cord-255762-qd6fht8y	490	9	are	be	VBP
cord-255762-qd6fht8y	490	10	much	much	RB
cord-255762-qd6fht8y	490	11	higher	high	JJR
cord-255762-qd6fht8y	490	12	than	than	IN
cord-255762-qd6fht8y	490	13	in	in	IN
cord-255762-qd6fht8y	490	14	panel	panel	NN
cord-255762-qd6fht8y	490	15	a	a	DT
cord-255762-qd6fht8y	490	16	)	)	-RRB-
cord-255762-qd6fht8y	490	17	due	due	IN
cord-255762-qd6fht8y	490	18	to	to	IN
cord-255762-qd6fht8y	490	19	the	the	DT
cord-255762-qd6fht8y	490	20	inclusion	inclusion	NN
cord-255762-qd6fht8y	490	21	in	in	IN
cord-255762-qd6fht8y	490	22	the	the	DT
cord-255762-qd6fht8y	490	23	specification	specification	NN
cord-255762-qd6fht8y	490	24	of	of	IN
cord-255762-qd6fht8y	490	25	device	device	NN
cord-255762-qd6fht8y	490	26	FEs	FEs	NNP
cord-255762-qd6fht8y	490	27	accounting	account	VBG
cord-255762-qd6fht8y	490	28	alone	alone	RB
cord-255762-qd6fht8y	490	29	for	for	IN
cord-255762-qd6fht8y	490	30	about	about	RB
cord-255762-qd6fht8y	490	31	40	40	CD
cord-255762-qd6fht8y	490	32	%	%	NN
cord-255762-qd6fht8y	490	33	of	of	IN
cord-255762-qd6fht8y	490	34	the	the	DT
cord-255762-qd6fht8y	490	35	fit	fit	NN
cord-255762-qd6fht8y	490	36	.	.	.
cord-255762-qd6fht8y	491	1	We	-PRON-	PRP
cord-255762-qd6fht8y	491	2	interpret	interpret	VBP
cord-255762-qd6fht8y	491	3	this	this	DT
cord-255762-qd6fht8y	491	4	non	non	JJ
cord-255762-qd6fht8y	491	5	-	-	JJ
cord-255762-qd6fht8y	491	6	linear	linear	JJ
cord-255762-qd6fht8y	491	7	effect	effect	NN
cord-255762-qd6fht8y	491	8	of	of	IN
cord-255762-qd6fht8y	491	9	the	the	DT
cord-255762-qd6fht8y	491	10	reference	reference	NN
cord-255762-qd6fht8y	491	11	price	price	NN
cord-255762-qd6fht8y	491	12	policy	policy	NN
cord-255762-qd6fht8y	491	13	on	on	IN
cord-255762-qd6fht8y	491	14	awarding	award	VBG
cord-255762-qd6fht8y	491	15	prices	price	NNS
cord-255762-qd6fht8y	491	16	as	as	RB
cord-255762-qd6fht8y	491	17	directly	directly	RB
cord-255762-qd6fht8y	491	18	related	relate	VBN
cord-255762-qd6fht8y	491	19	to	to	IN
cord-255762-qd6fht8y	491	20	PB	PB	NNP
cord-255762-qd6fht8y	491	21	discretion	discretion	NN
cord-255762-qd6fht8y	491	22	in	in	IN
cord-255762-qd6fht8y	491	23	determining	determine	VBG
cord-255762-qd6fht8y	491	24	the	the	DT
cord-255762-qd6fht8y	491	25	reserve	reserve	NN
cord-255762-qd6fht8y	491	26	price	price	NN
cord-255762-qd6fht8y	491	27	,	,	,
cord-255762-qd6fht8y	491	28	distinguishing	distinguish	VBG
cord-255762-qd6fht8y	491	29	high	high	JJ
cord-255762-qd6fht8y	491	30	-	-	HYPH
cord-255762-qd6fht8y	491	31	competence	competence	NN
cord-255762-qd6fht8y	491	32	from	from	IN
cord-255762-qd6fht8y	491	33	low	low	JJ
cord-255762-qd6fht8y	491	34	-	-	HYPH
cord-255762-qd6fht8y	491	35	competence	competence	NN
cord-255762-qd6fht8y	491	36	PBs	pb	NNS
cord-255762-qd6fht8y	491	37	.	.	.
cord-255762-qd6fht8y	492	1	Indeed	indeed	RB
cord-255762-qd6fht8y	492	2	,	,	,
cord-255762-qd6fht8y	492	3	in	in	IN
cord-255762-qd6fht8y	492	4	the	the	DT
cord-255762-qd6fht8y	492	5	absence	absence	NN
cord-255762-qd6fht8y	492	6	of	of	IN
cord-255762-qd6fht8y	492	7	mandatory	mandatory	JJ
cord-255762-qd6fht8y	492	8	reference	reference	NN
cord-255762-qd6fht8y	492	9	prices	price	NNS
cord-255762-qd6fht8y	492	10	,	,	,
cord-255762-qd6fht8y	492	11	high	high	JJ
cord-255762-qd6fht8y	492	12	-	-	HYPH
cord-255762-qd6fht8y	492	13	competence	competence	NN
cord-255762-qd6fht8y	492	14	PBs	pb	NNS
cord-255762-qd6fht8y	492	15	can	can	MD
cord-255762-qd6fht8y	492	16	freely	freely	RB
cord-255762-qd6fht8y	492	17	determine	determine	VB
cord-255762-qd6fht8y	492	18	the	the	DT
cord-255762-qd6fht8y	492	19	reserve	reserve	NN
cord-255762-qd6fht8y	492	20	price	price	NN
cord-255762-qd6fht8y	492	21	(	(	-LRB-
cord-255762-qd6fht8y	492	22	the	the	DT
cord-255762-qd6fht8y	492	23	maximum	maximum	JJ
cord-255762-qd6fht8y	492	24	price	price	NN
cord-255762-qd6fht8y	492	25	the	the	DT
cord-255762-qd6fht8y	492	26	PB	PB	NNP
cord-255762-qd6fht8y	492	27	is	be	VBZ
cord-255762-qd6fht8y	492	28	willing	willing	JJ
cord-255762-qd6fht8y	492	29	to	to	TO
cord-255762-qd6fht8y	492	30	pay	pay	VB
cord-255762-qd6fht8y	492	31	)	)	-RRB-
cord-255762-qd6fht8y	492	32	so	so	IN
cord-255762-qd6fht8y	492	33	as	as	IN
cord-255762-qd6fht8y	492	34	to	to	TO
cord-255762-qd6fht8y	492	35	maximise	maximise	VB
cord-255762-qd6fht8y	492	36	savings	saving	NNS
cord-255762-qd6fht8y	492	37	via	via	IN
cord-255762-qd6fht8y	492	38	the	the	DT
cord-255762-qd6fht8y	492	39	most	most	RBS
cord-255762-qd6fht8y	492	40	efficient	efficient	JJ
cord-255762-qd6fht8y	492	41	supplier	supplier	NN
cord-255762-qd6fht8y	492	42	,	,	,
cord-255762-qd6fht8y	492	43	while	while	IN
cord-255762-qd6fht8y	492	44	low	low	JJ
cord-255762-qd6fht8y	492	45	-	-	HYPH
cord-255762-qd6fht8y	492	46	competence	competence	NN
cord-255762-qd6fht8y	492	47	PBs	pb	NNS
cord-255762-qd6fht8y	492	48	are	be	VBP
cord-255762-qd6fht8y	492	49	very	very	RB
cord-255762-qd6fht8y	492	50	far	far	RB
cord-255762-qd6fht8y	492	51	from	from	IN
cord-255762-qd6fht8y	492	52	obtaining	obtain	VBG
cord-255762-qd6fht8y	492	53	a	a	DT
cord-255762-qd6fht8y	492	54	price	price	NN
cord-255762-qd6fht8y	492	55	close	close	JJ
cord-255762-qd6fht8y	492	56	to	to	IN
cord-255762-qd6fht8y	492	57	the	the	DT
cord-255762-qd6fht8y	492	58	most	most	RBS
cord-255762-qd6fht8y	492	59	efficient	efficient	JJ
cord-255762-qd6fht8y	492	60	supplier	supplier	NN
cord-255762-qd6fht8y	492	61	's	's	POS
cord-255762-qd6fht8y	492	62	marginal	marginal	JJ
cord-255762-qd6fht8y	492	63	cost	cost	NN
cord-255762-qd6fht8y	492	64	.	.	.
cord-255762-qd6fht8y	493	1	Note	note	VB
cord-255762-qd6fht8y	493	2	.	.	.
cord-255762-qd6fht8y	494	1	Standard	standard	JJ
cord-255762-qd6fht8y	494	2	errors	error	NNS
cord-255762-qd6fht8y	494	3	clustered	cluster	VBN
cord-255762-qd6fht8y	494	4	by	by	IN
cord-255762-qd6fht8y	494	5	medical	medical	JJ
cord-255762-qd6fht8y	494	6	device	device	NN
cord-255762-qd6fht8y	494	7	in	in	IN
cord-255762-qd6fht8y	494	8	parentheses	parenthesis	NNS
cord-255762-qd6fht8y	494	9	;	;	:
cord-255762-qd6fht8y	495	1	*	*	NFP
cord-255762-qd6fht8y	495	2	*	*	NFP
cord-255762-qd6fht8y	495	3	*	*	NFP
cord-255762-qd6fht8y	495	4	p	p	XX
cord-255762-qd6fht8y	495	5	<	<	XX
cord-255762-qd6fht8y	495	6	0.01	0.01	CD
cord-255762-qd6fht8y	495	7	,	,	,
cord-255762-qd6fht8y	496	1	*	*	NFP
cord-255762-qd6fht8y	496	2	*	*	NFP
cord-255762-qd6fht8y	496	3	<	<	XX
cord-255762-qd6fht8y	496	4	0.05	0.05	CD
cord-255762-qd6fht8y	496	5	,	,	.
cord-255762-qd6fht8y	497	1	*	*	NFP
cord-255762-qd6fht8y	497	2	p	p	XX
cord-255762-qd6fht8y	497	3	<	<	XX
cord-255762-qd6fht8y	497	4	0.1	0.1	CD
cord-255762-qd6fht8y	497	5	.	.	.
cord-255762-qd6fht8y	498	1	When	when	WRB
cord-255762-qd6fht8y	498	2	mandatory	mandatory	JJ
cord-255762-qd6fht8y	498	3	reference	reference	NN
cord-255762-qd6fht8y	498	4	prices	price	NNS
cord-255762-qd6fht8y	498	5	are	be	VBP
cord-255762-qd6fht8y	498	6	at	at	IN
cord-255762-qd6fht8y	498	7	work	work	NN
cord-255762-qd6fht8y	498	8	,	,	,
cord-255762-qd6fht8y	498	9	high	high	JJ
cord-255762-qd6fht8y	498	10	-	-	HYPH
cord-255762-qd6fht8y	498	11	competence	competence	NN
cord-255762-qd6fht8y	498	12	PBs	pb	NNS
cord-255762-qd6fht8y	498	13	have	have	VBP
cord-255762-qd6fht8y	498	14	less	less	JJR
cord-255762-qd6fht8y	498	15	discretion	discretion	NN
cord-255762-qd6fht8y	498	16	in	in	IN
cord-255762-qd6fht8y	498	17	each	each	DT
cord-255762-qd6fht8y	498	18	awarding	awarding	NN
cord-255762-qd6fht8y	498	19	procedure	procedure	NN
cord-255762-qd6fht8y	498	20	,	,	,
cord-255762-qd6fht8y	498	21	and	and	CC
cord-255762-qd6fht8y	498	22	this	this	DT
cord-255762-qd6fht8y	498	23	decreases	decrease	VBZ
cord-255762-qd6fht8y	498	24	their	-PRON-	PRP$
cord-255762-qd6fht8y	498	25	competence	competence	NN
cord-255762-qd6fht8y	498	26	in	in	IN
cord-255762-qd6fht8y	498	27	obtaining	obtain	VBG
cord-255762-qd6fht8y	498	28	the	the	DT
cord-255762-qd6fht8y	498	29	best	good	JJS
cord-255762-qd6fht8y	498	30	final	final	JJ
cord-255762-qd6fht8y	498	31	price	price	NN
cord-255762-qd6fht8y	498	32	.	.	.
cord-255762-qd6fht8y	499	1	By	by	IN
cord-255762-qd6fht8y	499	2	contrast	contrast	NN
cord-255762-qd6fht8y	499	3	,	,	,
cord-255762-qd6fht8y	499	4	low	low	JJ
cord-255762-qd6fht8y	499	5	-	-	HYPH
cord-255762-qd6fht8y	499	6	competence	competence	NN
cord-255762-qd6fht8y	499	7	PBs	pb	NNS
cord-255762-qd6fht8y	499	8	may	may	MD
cord-255762-qd6fht8y	499	9	benefit	benefit	VB
cord-255762-qd6fht8y	499	10	from	from	IN
cord-255762-qd6fht8y	499	11	reference	reference	NN
cord-255762-qd6fht8y	499	12	prices	price	NNS
cord-255762-qd6fht8y	499	13	,	,	,
cord-255762-qd6fht8y	499	14	as	as	IN
cord-255762-qd6fht8y	499	15	they	-PRON-	PRP
cord-255762-qd6fht8y	499	16	can	can	MD
cord-255762-qd6fht8y	499	17	be	be	VB
cord-255762-qd6fht8y	499	18	lower	low	JJR
cord-255762-qd6fht8y	499	19	than	than	IN
cord-255762-qd6fht8y	499	20	the	the	DT
cord-255762-qd6fht8y	499	21	reserve	reserve	NN
cord-255762-qd6fht8y	499	22	price	price	NN
cord-255762-qd6fht8y	499	23	they	-PRON-	PRP
cord-255762-qd6fht8y	499	24	would	would	MD
cord-255762-qd6fht8y	499	25	have	have	VB
cord-255762-qd6fht8y	499	26	adopted	adopt	VBN
cord-255762-qd6fht8y	499	27	in	in	IN
cord-255762-qd6fht8y	499	28	the	the	DT
cord-255762-qd6fht8y	499	29	absence	absence	NN
cord-255762-qd6fht8y	499	30	of	of	IN
cord-255762-qd6fht8y	499	31	a	a	DT
cord-255762-qd6fht8y	499	32	reference	reference	NN
cord-255762-qd6fht8y	499	33	price	price	NN
cord-255762-qd6fht8y	499	34	,	,	,
cord-255762-qd6fht8y	499	35	thus	thus	RB
cord-255762-qd6fht8y	499	36	allowing	allow	VBG
cord-255762-qd6fht8y	499	37	PBs	pb	NNS
cord-255762-qd6fht8y	499	38	to	to	TO
cord-255762-qd6fht8y	499	39	pay	pay	VB
cord-255762-qd6fht8y	499	40	lower	low	JJR
cord-255762-qd6fht8y	499	41	final	final	JJ
cord-255762-qd6fht8y	499	42	prices	price	NNS
cord-255762-qd6fht8y	499	43	.	.	.
cord-255762-qd6fht8y	500	1	We	-PRON-	PRP
cord-255762-qd6fht8y	500	2	perform	perform	VBP
cord-255762-qd6fht8y	500	3	three	three	CD
cord-255762-qd6fht8y	500	4	robustness	robustness	NN
cord-255762-qd6fht8y	500	5	check	check	NN
cord-255762-qd6fht8y	500	6	on	on	IN
cord-255762-qd6fht8y	500	7	the	the	DT
cord-255762-qd6fht8y	500	8	regressions	regression	NNS
cord-255762-qd6fht8y	500	9	in	in	IN
cord-255762-qd6fht8y	500	10	Table	Table	NNP
cord-255762-qd6fht8y	500	11	6	6	CD
cord-255762-qd6fht8y	500	12	.	.	.
cord-255762-qd6fht8y	501	1	First	first	RB
cord-255762-qd6fht8y	501	2	,	,	,
cord-255762-qd6fht8y	501	3	we	-PRON-	PRP
cord-255762-qd6fht8y	501	4	are	be	VBP
cord-255762-qd6fht8y	501	5	aware	aware	JJ
cord-255762-qd6fht8y	501	6	that	that	IN
cord-255762-qd6fht8y	501	7	our	-PRON-	PRP$
cord-255762-qd6fht8y	501	8	results	result	NNS
cord-255762-qd6fht8y	501	9	originate	originate	VBP
cord-255762-qd6fht8y	501	10	from	from	IN
cord-255762-qd6fht8y	501	11	a	a	DT
cord-255762-qd6fht8y	501	12	before	before	NN
cord-255762-qd6fht8y	501	13	-	-	HYPH
cord-255762-qd6fht8y	501	14	after	after	IN
cord-255762-qd6fht8y	501	15	setting	set	VBG
cord-255762-qd6fht8y	501	16	with	with	IN
cord-255762-qd6fht8y	501	17	no	no	DT
cord-255762-qd6fht8y	501	18	control	control	NN
cord-255762-qd6fht8y	501	19	groups	group	NNS
cord-255762-qd6fht8y	501	20	,	,	,
cord-255762-qd6fht8y	501	21	which	which	WDT
cord-255762-qd6fht8y	501	22	does	do	VBZ
cord-255762-qd6fht8y	501	23	not	not	RB
cord-255762-qd6fht8y	501	24	allow	allow	VB
cord-255762-qd6fht8y	501	25	the	the	DT
cord-255762-qd6fht8y	501	26	effect	effect	NN
cord-255762-qd6fht8y	501	27	of	of	IN
cord-255762-qd6fht8y	501	28	the	the	DT
cord-255762-qd6fht8y	501	29	reference	reference	NN
cord-255762-qd6fht8y	501	30	price	price	NN
cord-255762-qd6fht8y	501	31	to	to	TO
cord-255762-qd6fht8y	501	32	be	be	VB
cord-255762-qd6fht8y	501	33	distinguished	distinguish	VBN
cord-255762-qd6fht8y	501	34	from	from	IN
cord-255762-qd6fht8y	501	35	the	the	DT
cord-255762-qd6fht8y	501	36	effect	effect	NN
cord-255762-qd6fht8y	501	37	of	of	IN
cord-255762-qd6fht8y	501	38	time	time	NN
cord-255762-qd6fht8y	501	39	.	.	.
cord-255762-qd6fht8y	502	1	In	in	IN
cord-255762-qd6fht8y	502	2	order	order	NN
cord-255762-qd6fht8y	502	3	to	to	TO
cord-255762-qd6fht8y	502	4	disentangle	disentangle	VB
cord-255762-qd6fht8y	502	5	the	the	DT
cord-255762-qd6fht8y	502	6	two	two	CD
cord-255762-qd6fht8y	502	7	effects	effect	NNS
cord-255762-qd6fht8y	502	8	we	-PRON-	PRP
cord-255762-qd6fht8y	502	9	would	would	MD
cord-255762-qd6fht8y	502	10	need	need	VB
cord-255762-qd6fht8y	502	11	a	a	DT
cord-255762-qd6fht8y	502	12	setting	setting	NN
cord-255762-qd6fht8y	502	13	with	with	IN
cord-255762-qd6fht8y	502	14	both	both	DT
cord-255762-qd6fht8y	502	15	treatment	treatment	NN
cord-255762-qd6fht8y	502	16	and	and	CC
cord-255762-qd6fht8y	502	17	control	control	NN
cord-255762-qd6fht8y	502	18	groups	group	NNS
cord-255762-qd6fht8y	502	19	,	,	,
cord-255762-qd6fht8y	502	20	where	where	WRB
cord-255762-qd6fht8y	502	21	we	-PRON-	PRP
cord-255762-qd6fht8y	502	22	could	could	MD
cord-255762-qd6fht8y	502	23	compare	compare	VB
cord-255762-qd6fht8y	502	24	our	-PRON-	PRP$
cord-255762-qd6fht8y	502	25	medical	medical	JJ
cord-255762-qd6fht8y	502	26	devices	device	NNS
cord-255762-qd6fht8y	502	27	with	with	IN
cord-255762-qd6fht8y	502	28	other	other	JJ
cord-255762-qd6fht8y	502	29	goods	good	NNS
cord-255762-qd6fht8y	502	30	for	for	IN
cord-255762-qd6fht8y	502	31	which	which	WDT
cord-255762-qd6fht8y	502	32	the	the	DT
cord-255762-qd6fht8y	502	33	reference	reference	NN
cord-255762-qd6fht8y	502	34	price	price	NN
cord-255762-qd6fht8y	502	35	remained	remain	VBD
cord-255762-qd6fht8y	502	36	in	in	IN
cord-255762-qd6fht8y	502	37	force	force	NN
cord-255762-qd6fht8y	502	38	throughout	throughout	IN
cord-255762-qd6fht8y	502	39	2013	2013	CD
cord-255762-qd6fht8y	502	40	.	.	.
cord-255762-qd6fht8y	503	1	Hence	hence	RB
cord-255762-qd6fht8y	503	2	,	,	,
cord-255762-qd6fht8y	503	3	in	in	IN
cord-255762-qd6fht8y	503	4	Appendix	Appendix	NNP
cord-255762-qd6fht8y	503	5	A.5	A.5	NNP
cord-255762-qd6fht8y	503	6	we	-PRON-	PRP
cord-255762-qd6fht8y	503	7	comment	comment	VBP
cord-255762-qd6fht8y	503	8	on	on	IN
cord-255762-qd6fht8y	503	9	an	an	DT
cord-255762-qd6fht8y	503	10	exercise	exercise	NN
cord-255762-qd6fht8y	503	11	obtained	obtain	VBN
cord-255762-qd6fht8y	503	12	from	from	IN
cord-255762-qd6fht8y	503	13	a	a	DT
cord-255762-qd6fht8y	503	14	dataset	dataset	NN
cord-255762-qd6fht8y	503	15	including	include	VBG
cord-255762-qd6fht8y	503	16	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	503	17	drugs	drug	NNS
cord-255762-qd6fht8y	503	18	no	no	RB
cord-255762-qd6fht8y	503	19	longer	long	RBR
cord-255762-qd6fht8y	503	20	covered	cover	VBN
cord-255762-qd6fht8y	503	21	by	by	IN
cord-255762-qd6fht8y	503	22	patent	patent	NN
cord-255762-qd6fht8y	503	23	.	.	.
cord-255762-qd6fht8y	504	1	Unfortunately	unfortunately	RB
cord-255762-qd6fht8y	504	2	,	,	,
cord-255762-qd6fht8y	504	3	the	the	DT
cord-255762-qd6fht8y	504	4	new	new	JJ
cord-255762-qd6fht8y	504	5	data	datum	NNS
cord-255762-qd6fht8y	504	6	can	can	MD
cord-255762-qd6fht8y	504	7	be	be	VB
cord-255762-qd6fht8y	504	8	used	use	VBN
cord-255762-qd6fht8y	504	9	to	to	TO
cord-255762-qd6fht8y	504	10	replicate	replicate	VB
cord-255762-qd6fht8y	504	11	only	only	RB
cord-255762-qd6fht8y	504	12	the	the	DT
cord-255762-qd6fht8y	504	13	analysis	analysis	NN
cord-255762-qd6fht8y	504	14	without	without	IN
cord-255762-qd6fht8y	504	15	structural	structural	JJ
cord-255762-qd6fht8y	504	16	estimation	estimation	NN
cord-255762-qd6fht8y	504	17	of	of	IN
cord-255762-qd6fht8y	504	18	the	the	DT
cord-255762-qd6fht8y	504	19	costs	cost	NNS
cord-255762-qd6fht8y	504	20	.	.	.
cord-255762-qd6fht8y	505	1	The	the	DT
cord-255762-qd6fht8y	505	2	results	result	NNS
cord-255762-qd6fht8y	505	3	of	of	IN
cord-255762-qd6fht8y	505	4	the	the	DT
cord-255762-qd6fht8y	505	5	diff	diff	NN
cord-255762-qd6fht8y	505	6	-	-	HYPH
cord-255762-qd6fht8y	505	7	in	in	IN
cord-255762-qd6fht8y	505	8	-	-	HYPH
cord-255762-qd6fht8y	505	9	diff	diff	NN
cord-255762-qd6fht8y	505	10	analysis	analysis	NN
cord-255762-qd6fht8y	505	11	are	be	VBP
cord-255762-qd6fht8y	505	12	consistent	consistent	JJ
cord-255762-qd6fht8y	505	13	with	with	IN
cord-255762-qd6fht8y	505	14	those	those	DT
cord-255762-qd6fht8y	505	15	in	in	IN
cord-255762-qd6fht8y	505	16	Table	Table	NNP
cord-255762-qd6fht8y	505	17	6	6	CD
cord-255762-qd6fht8y	505	18	panel	panel	NN
cord-255762-qd6fht8y	505	19	b	b	NN
cord-255762-qd6fht8y	505	20	)	)	-RRB-
cord-255762-qd6fht8y	505	21	.	.	.
cord-255762-qd6fht8y	506	1	Second	second	RB
cord-255762-qd6fht8y	506	2	,	,	,
cord-255762-qd6fht8y	506	3	from	from	IN
cord-255762-qd6fht8y	506	4	panel	panel	NN
cord-255762-qd6fht8y	506	5	a	a	DT
cord-255762-qd6fht8y	506	6	)	)	-RRB-
cord-255762-qd6fht8y	506	7	we	-PRON-	PRP
cord-255762-qd6fht8y	506	8	take	take	VBP
cord-255762-qd6fht8y	506	9	the	the	DT
cord-255762-qd6fht8y	506	10	median	median	NN
cord-255762-qd6fht8y	506	11	in	in	IN
cord-255762-qd6fht8y	506	12	the	the	DT
cord-255762-qd6fht8y	506	13	distribution	distribution	NN
cord-255762-qd6fht8y	506	14	of	of	IN
cord-255762-qd6fht8y	506	15	private	private	JJ
cord-255762-qd6fht8y	506	16	values	value	NNS
cord-255762-qd6fht8y	506	17	.	.	.
cord-255762-qd6fht8y	507	1	In	in	IN
cord-255762-qd6fht8y	507	2	Appendix	Appendix	NNP
cord-255762-qd6fht8y	507	3	A.7.4	A.7.4	NNP
cord-255762-qd6fht8y	507	4	we	-PRON-	PRP
cord-255762-qd6fht8y	507	5	repeat	repeat	VBP
cord-255762-qd6fht8y	507	6	the	the	DT
cord-255762-qd6fht8y	507	7	analysis	analysis	NN
cord-255762-qd6fht8y	507	8	using	use	VBG
cord-255762-qd6fht8y	507	9	the	the	DT
cord-255762-qd6fht8y	507	10	33rd	33rd	JJ
cord-255762-qd6fht8y	507	11	and	and	CC
cord-255762-qd6fht8y	507	12	67th	67th	JJ
cord-255762-qd6fht8y	507	13	percentiles	percentile	NNS
cord-255762-qd6fht8y	507	14	rather	rather	RB
cord-255762-qd6fht8y	507	15	than	than	IN
cord-255762-qd6fht8y	507	16	the	the	DT
cord-255762-qd6fht8y	507	17	median	median	NN
cord-255762-qd6fht8y	507	18	of	of	IN
cord-255762-qd6fht8y	507	19	the	the	DT
cord-255762-qd6fht8y	507	20	private	private	JJ
cord-255762-qd6fht8y	507	21	values	value	NNS
cord-255762-qd6fht8y	507	22	.	.	.
cord-255762-qd6fht8y	508	1	Although	although	IN
cord-255762-qd6fht8y	508	2	the	the	DT
cord-255762-qd6fht8y	508	3	estimates	estimate	NNS
cord-255762-qd6fht8y	508	4	for	for	IN
cord-255762-qd6fht8y	508	5	each	each	DT
cord-255762-qd6fht8y	508	6	column	column	NN
cord-255762-qd6fht8y	508	7	may	may	MD
cord-255762-qd6fht8y	508	8	differ	differ	VB
cord-255762-qd6fht8y	508	9	from	from	IN
cord-255762-qd6fht8y	508	10	Table	Table	NNP
cord-255762-qd6fht8y	508	11	6	6	CD
cord-255762-qd6fht8y	508	12	,	,	,
cord-255762-qd6fht8y	508	13	the	the	DT
cord-255762-qd6fht8y	508	14	general	general	JJ
cord-255762-qd6fht8y	508	15	pattern	pattern	NN
cord-255762-qd6fht8y	508	16	is	be	VBZ
cord-255762-qd6fht8y	508	17	clear	clear	JJ
cord-255762-qd6fht8y	508	18	and	and	CC
cord-255762-qd6fht8y	508	19	shows	show	VBZ
cord-255762-qd6fht8y	508	20	that	that	IN
cord-255762-qd6fht8y	508	21	the	the	DT
cord-255762-qd6fht8y	508	22	effect	effect	NN
cord-255762-qd6fht8y	508	23	of	of	IN
cord-255762-qd6fht8y	508	24	reference	reference	NN
cord-255762-qd6fht8y	508	25	prices	price	NNS
cord-255762-qd6fht8y	508	26	is	be	VBZ
cord-255762-qd6fht8y	508	27	negative	negative	JJ
cord-255762-qd6fht8y	508	28	(	(	-LRB-
cord-255762-qd6fht8y	508	29	positive	positive	JJ
cord-255762-qd6fht8y	508	30	)	)	-RRB-
cord-255762-qd6fht8y	508	31	for	for	IN
cord-255762-qd6fht8y	508	32	low-(high-	low-(high-	NNP
cord-255762-qd6fht8y	508	33	)	)	-RRB-
cord-255762-qd6fht8y	508	34	competence	competence	NN
cord-255762-qd6fht8y	508	35	PBs	PBs	NNP
cord-255762-qd6fht8y	508	36	.	.	.
cord-255762-qd6fht8y	509	1	Third	third	RB
cord-255762-qd6fht8y	509	2	,	,	,
cord-255762-qd6fht8y	509	3	some	some	DT
cord-255762-qd6fht8y	509	4	results	result	NNS
cord-255762-qd6fht8y	509	5	might	may	MD
cord-255762-qd6fht8y	509	6	be	be	VB
cord-255762-qd6fht8y	509	7	driven	drive	VBN
cord-255762-qd6fht8y	509	8	by	by	IN
cord-255762-qd6fht8y	509	9	devices	device	NNS
cord-255762-qd6fht8y	509	10	for	for	IN
cord-255762-qd6fht8y	509	11	which	which	WDT
cord-255762-qd6fht8y	509	12	we	-PRON-	PRP
cord-255762-qd6fht8y	509	13	have	have	VBP
cord-255762-qd6fht8y	509	14	only	only	RB
cord-255762-qd6fht8y	509	15	a	a	DT
cord-255762-qd6fht8y	509	16	few	few	JJ
cord-255762-qd6fht8y	509	17	observations	observation	NNS
cord-255762-qd6fht8y	509	18	.	.	.
cord-255762-qd6fht8y	510	1	Removing	remove	VBG
cord-255762-qd6fht8y	510	2	sparsely	sparsely	RB
cord-255762-qd6fht8y	510	3	observed	observe	VBN
cord-255762-qd6fht8y	510	4	devices	device	NNS
cord-255762-qd6fht8y	510	5	is	be	VBZ
cord-255762-qd6fht8y	510	6	challenging	challenging	JJ
cord-255762-qd6fht8y	510	7	,	,	,
cord-255762-qd6fht8y	510	8	as	as	IN
cord-255762-qd6fht8y	510	9	we	-PRON-	PRP
cord-255762-qd6fht8y	510	10	want	want	VBP
cord-255762-qd6fht8y	510	11	to	to	TO
cord-255762-qd6fht8y	510	12	preserve	preserve	VB
cord-255762-qd6fht8y	510	13	the	the	DT
cord-255762-qd6fht8y	510	14	threshold	threshold	NN
cord-255762-qd6fht8y	510	15	of	of	IN
cord-255762-qd6fht8y	510	16	at	at	RB
cord-255762-qd6fht8y	510	17	least	least	RBS
cord-255762-qd6fht8y	510	18	10	10	CD
cord-255762-qd6fht8y	510	19	observations	observation	NNS
cord-255762-qd6fht8y	510	20	for	for	IN
cord-255762-qd6fht8y	510	21	each	each	DT
cord-255762-qd6fht8y	510	22	PB	PB	NNP
cord-255762-qd6fht8y	510	23	.	.	.
cord-255762-qd6fht8y	511	1	We	-PRON-	PRP
cord-255762-qd6fht8y	511	2	repeated	repeat	VBD
cord-255762-qd6fht8y	511	3	the	the	DT
cord-255762-qd6fht8y	511	4	analysis	analysis	NN
cord-255762-qd6fht8y	511	5	excluding	exclude	VBG
cord-255762-qd6fht8y	511	6	devices	device	NNS
cord-255762-qd6fht8y	511	7	with	with	IN
cord-255762-qd6fht8y	511	8	only	only	RB
cord-255762-qd6fht8y	511	9	5	5	CD
cord-255762-qd6fht8y	511	10	or	or	CC
cord-255762-qd6fht8y	511	11	fewer	few	JJR
cord-255762-qd6fht8y	511	12	observations	observation	NNS
cord-255762-qd6fht8y	511	13	.	.	.
cord-255762-qd6fht8y	512	1	The	the	DT
cord-255762-qd6fht8y	512	2	results	result	NNS
cord-255762-qd6fht8y	512	3	are	be	VBP
cord-255762-qd6fht8y	512	4	set	set	VBN
cord-255762-qd6fht8y	512	5	out	out	RP
cord-255762-qd6fht8y	512	6	in	in	IN
cord-255762-qd6fht8y	512	7	Appendix	Appendix	NNP
cord-255762-qd6fht8y	512	8	A.7.5	A.7.5	NNP
cord-255762-qd6fht8y	512	9	.	.	.
cord-255762-qd6fht8y	513	1	We	-PRON-	PRP
cord-255762-qd6fht8y	513	2	found	find	VBD
cord-255762-qd6fht8y	513	3	that	that	IN
cord-255762-qd6fht8y	513	4	the	the	DT
cord-255762-qd6fht8y	513	5	reference	reference	NN
cord-255762-qd6fht8y	513	6	price	price	NN
cord-255762-qd6fht8y	513	7	significantly	significantly	RB
cord-255762-qd6fht8y	513	8	reduces	reduce	VBZ
cord-255762-qd6fht8y	513	9	the	the	DT
cord-255762-qd6fht8y	513	10	difference	difference	NN
cord-255762-qd6fht8y	513	11	between	between	IN
cord-255762-qd6fht8y	513	12	prices	price	NNS
cord-255762-qd6fht8y	513	13	and	and	CC
cord-255762-qd6fht8y	513	14	marginal	marginal	JJ
cord-255762-qd6fht8y	513	15	costs	cost	NNS
cord-255762-qd6fht8y	513	16	for	for	IN
cord-255762-qd6fht8y	513	17	PBs	pb	NNS
cord-255762-qd6fht8y	513	18	with	with	IN
cord-255762-qd6fht8y	513	19	lower	low	JJR
cord-255762-qd6fht8y	513	20	competence	competence	NN
cord-255762-qd6fht8y	513	21	.	.	.
cord-255762-qd6fht8y	514	1	Additionally	additionally	RB
cord-255762-qd6fht8y	514	2	,	,	,
cord-255762-qd6fht8y	514	3	the	the	DT
cord-255762-qd6fht8y	514	4	effect	effect	NN
cord-255762-qd6fht8y	514	5	of	of	IN
cord-255762-qd6fht8y	514	6	reference	reference	NN
cord-255762-qd6fht8y	514	7	price	price	NN
cord-255762-qd6fht8y	514	8	on	on	IN
cord-255762-qd6fht8y	514	9	PBs	PBs	NNPS
cord-255762-qd6fht8y	514	10	endowed	endow	VBN
cord-255762-qd6fht8y	514	11	with	with	IN
cord-255762-qd6fht8y	514	12	high	high	JJ
cord-255762-qd6fht8y	514	13	competence	competence	NN
cord-255762-qd6fht8y	514	14	(	(	-LRB-
cord-255762-qd6fht8y	514	15	in	in	IN
cord-255762-qd6fht8y	514	16	the	the	DT
cord-255762-qd6fht8y	514	17	fourth	fourth	JJ
cord-255762-qd6fht8y	514	18	quartile	quartile	NN
cord-255762-qd6fht8y	514	19	)	)	-RRB-
cord-255762-qd6fht8y	514	20	is	be	VBZ
cord-255762-qd6fht8y	514	21	significantly	significantly	RB
cord-255762-qd6fht8y	514	22	different	different	JJ
cord-255762-qd6fht8y	514	23	from	from	IN
cord-255762-qd6fht8y	514	24	the	the	DT
cord-255762-qd6fht8y	514	25	effect	effect	NN
cord-255762-qd6fht8y	514	26	on	on	IN
cord-255762-qd6fht8y	514	27	PBs	PBs	NNPS
cord-255762-qd6fht8y	514	28	endowed	endow	VBN
cord-255762-qd6fht8y	514	29	with	with	IN
cord-255762-qd6fht8y	514	30	low	low	JJ
cord-255762-qd6fht8y	514	31	competence	competence	NN
cord-255762-qd6fht8y	514	32	(	(	-LRB-
cord-255762-qd6fht8y	514	33	in	in	IN
cord-255762-qd6fht8y	514	34	the	the	DT
cord-255762-qd6fht8y	514	35	first	first	JJ
cord-255762-qd6fht8y	514	36	quartile	quartile	NN
cord-255762-qd6fht8y	514	37	)	)	-RRB-
cord-255762-qd6fht8y	514	38	.	.	.
cord-255762-qd6fht8y	515	1	32	32	CD
cord-255762-qd6fht8y	515	2	 	 	_SP
cord-255762-qd6fht8y	516	1	We	-PRON-	PRP
cord-255762-qd6fht8y	516	2	conclude	conclude	VBP
cord-255762-qd6fht8y	516	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	516	4	analysis	analysis	NN
cord-255762-qd6fht8y	516	5	by	by	IN
cord-255762-qd6fht8y	516	6	repeating	repeat	VBG
cord-255762-qd6fht8y	516	7	the	the	DT
cord-255762-qd6fht8y	516	8	IV	IV	NNP
cord-255762-qd6fht8y	516	9	regression	regression	NN
cord-255762-qd6fht8y	516	10	in	in	IN
cord-255762-qd6fht8y	516	11	Equation	equation	NN
cord-255762-qd6fht8y	516	12	(	(	-LRB-
cord-255762-qd6fht8y	516	13	13	13	CD
cord-255762-qd6fht8y	516	14	)	)	-RRB-
cord-255762-qd6fht8y	516	15	where	where	WRB
cord-255762-qd6fht8y	516	16	the	the	DT
cord-255762-qd6fht8y	516	17	unit	unit	NN
cord-255762-qd6fht8y	516	18	of	of	IN
cord-255762-qd6fht8y	516	19	analysis	analysis	NN
cord-255762-qd6fht8y	516	20	is	be	VBZ
cord-255762-qd6fht8y	516	21	an	an	DT
cord-255762-qd6fht8y	516	22	individual	individual	JJ
cord-255762-qd6fht8y	516	23	PB	pb	NN
cord-255762-qd6fht8y	516	24	but	but	CC
cord-255762-qd6fht8y	516	25	now	now	RB
cord-255762-qd6fht8y	516	26	using	use	VBG
cord-255762-qd6fht8y	516	27	,	,	,
cord-255762-qd6fht8y	516	28	as	as	IN
cord-255762-qd6fht8y	516	29	a	a	DT
cord-255762-qd6fht8y	516	30	dependent	dependent	JJ
cord-255762-qd6fht8y	516	31	variable	variable	NN
cord-255762-qd6fht8y	516	32	,	,	,
cord-255762-qd6fht8y	516	33	a	a	DT
cord-255762-qd6fht8y	516	34	proxy	proxy	NN
cord-255762-qd6fht8y	516	35	for	for	IN
cord-255762-qd6fht8y	516	36	PB	PB	NNP
cord-255762-qd6fht8y	516	37	competence	competence	NN
cord-255762-qd6fht8y	516	38	in	in	IN
cord-255762-qd6fht8y	516	39	the	the	DT
cord-255762-qd6fht8y	516	40	reference	reference	NN
cord-255762-qd6fht8y	516	41	price	price	NN
cord-255762-qd6fht8y	516	42	regime	regime	NN
cord-255762-qd6fht8y	516	43	:	:	:
cord-255762-qd6fht8y	516	44	Our	-PRON-	PRP$
cord-255762-qd6fht8y	516	45	aim	aim	NN
cord-255762-qd6fht8y	516	46	here	here	RB
cord-255762-qd6fht8y	516	47	is	be	VBZ
cord-255762-qd6fht8y	516	48	to	to	TO
cord-255762-qd6fht8y	516	49	determine	determine	VB
cord-255762-qd6fht8y	516	50	if	if	IN
cord-255762-qd6fht8y	516	51	PB	PB	NNP
cord-255762-qd6fht8y	516	52	competence	competence	NN
cord-255762-qd6fht8y	516	53	correlates	correlate	VBZ
cord-255762-qd6fht8y	516	54	with	with	IN
cord-255762-qd6fht8y	516	55	different	different	JJ
cord-255762-qd6fht8y	516	56	variables	variable	NNS
cord-255762-qd6fht8y	516	57	when	when	WRB
cord-255762-qd6fht8y	516	58	the	the	DT
cord-255762-qd6fht8y	516	59	reference	reference	NN
cord-255762-qd6fht8y	516	60	price	price	NN
cord-255762-qd6fht8y	516	61	is	be	VBZ
cord-255762-qd6fht8y	516	62	in	in	IN
cord-255762-qd6fht8y	516	63	play	play	NN
cord-255762-qd6fht8y	516	64	.	.	.
cord-255762-qd6fht8y	517	1	Table	table	NN
cord-255762-qd6fht8y	517	2	7	7	CD
cord-255762-qd6fht8y	517	3	shows	show	VBZ
cord-255762-qd6fht8y	517	4	the	the	DT
cord-255762-qd6fht8y	517	5	relevant	relevant	JJ
cord-255762-qd6fht8y	517	6	outputs	output	NNS
cord-255762-qd6fht8y	517	7	,	,	,
cord-255762-qd6fht8y	517	8	comparing	compare	VBG
cord-255762-qd6fht8y	517	9	estimates	estimate	NNS
cord-255762-qd6fht8y	517	10	of	of	IN
cord-255762-qd6fht8y	517	11	competence	competence	NN
cord-255762-qd6fht8y	517	12	under	under	IN
cord-255762-qd6fht8y	517	13	the	the	DT
cord-255762-qd6fht8y	517	14	reference	reference	NN
cord-255762-qd6fht8y	517	15	price	price	NN
cord-255762-qd6fht8y	517	16	(	(	-LRB-
cord-255762-qd6fht8y	517	17	−	−	NN
cord-255762-qd6fht8y	518	1	(	(	-LRB-
cord-255762-qd6fht8y	518	2	γ	γ	NNP
cord-255762-qd6fht8y	518	3	h	h	NN
cord-255762-qd6fht8y	518	4	+	+	CC
cord-255762-qd6fht8y	518	5	φ	φ	NN
cord-255762-qd6fht8y	518	6	h	h	NN
cord-255762-qd6fht8y	518	7	)	)	-RRB-
cord-255762-qd6fht8y	518	8	)	)	-RRB-
cord-255762-qd6fht8y	518	9	with	with	IN
cord-255762-qd6fht8y	518	10	those	those	DT
cord-255762-qd6fht8y	518	11	without	without	IN
cord-255762-qd6fht8y	518	12	(	(	-LRB-
cord-255762-qd6fht8y	518	13	−	−	NN
cord-255762-qd6fht8y	518	14	γ	γ	NN
cord-255762-qd6fht8y	518	15	h	h	NN
cord-255762-qd6fht8y	518	16	)	)	-RRB-
cord-255762-qd6fht8y	518	17	.	.	.
cord-255762-qd6fht8y	519	1	The	the	DT
cord-255762-qd6fht8y	519	2	latter	latter	JJ
cord-255762-qd6fht8y	519	3	scenario	scenario	NN
cord-255762-qd6fht8y	519	4	stems	stem	VBZ
cord-255762-qd6fht8y	519	5	from	from	IN
cord-255762-qd6fht8y	519	6	Equation	equation	NN
cord-255762-qd6fht8y	519	7	(	(	-LRB-
cord-255762-qd6fht8y	519	8	13	13	CD
cord-255762-qd6fht8y	519	9	)	)	-RRB-
cord-255762-qd6fht8y	519	10	,	,	,
cord-255762-qd6fht8y	519	11	but	but	CC
cord-255762-qd6fht8y	519	12	the	the	DT
cord-255762-qd6fht8y	519	13	output	output	NN
cord-255762-qd6fht8y	519	14	differs	differ	VBZ
cord-255762-qd6fht8y	519	15	from	from	IN
cord-255762-qd6fht8y	519	16	Table	Table	NNP
cord-255762-qd6fht8y	519	17	6	6	CD
cord-255762-qd6fht8y	519	18	because	because	IN
cord-255762-qd6fht8y	519	19	here	here	RB
cord-255762-qd6fht8y	519	20	,	,	,
cord-255762-qd6fht8y	519	21	we	-PRON-	PRP
cord-255762-qd6fht8y	519	22	only	only	RB
cord-255762-qd6fht8y	519	23	consider	consider	VBP
cord-255762-qd6fht8y	519	24	PBs	PBs	NNP
cord-255762-qd6fht8y	519	25	facing	face	VBG
cord-255762-qd6fht8y	519	26	at	at	RB
cord-255762-qd6fht8y	519	27	least	least	RBS
cord-255762-qd6fht8y	519	28	one	one	CD
cord-255762-qd6fht8y	519	29	auction	auction	NN
cord-255762-qd6fht8y	519	30	with	with	IN
cord-255762-qd6fht8y	519	31	a	a	DT
cord-255762-qd6fht8y	519	32	reference	reference	NN
cord-255762-qd6fht8y	519	33	price	price	NN
cord-255762-qd6fht8y	519	34	and	and	CC
cord-255762-qd6fht8y	519	35	one	one	CD
cord-255762-qd6fht8y	519	36	auction	auction	NN
cord-255762-qd6fht8y	519	37	without	without	IN
cord-255762-qd6fht8y	519	38	a	a	DT
cord-255762-qd6fht8y	519	39	reference	reference	NN
cord-255762-qd6fht8y	519	40	price	price	NN
cord-255762-qd6fht8y	519	41	.	.	.
cord-255762-qd6fht8y	520	1	Appendix	Appendix	NNP
cord-255762-qd6fht8y	521	1	A.7.6	A.7.6	NNP
cord-255762-qd6fht8y	521	2	shows	show	VBZ
cord-255762-qd6fht8y	521	3	the	the	DT
cord-255762-qd6fht8y	521	4	corresponding	correspond	VBG
cord-255762-qd6fht8y	521	5	estimates	estimate	NNS
cord-255762-qd6fht8y	521	6	based	base	VBN
cord-255762-qd6fht8y	521	7	on	on	IN
cord-255762-qd6fht8y	521	8	OLS	OLS	NNP
cord-255762-qd6fht8y	521	9	regressions	regression	NNS
cord-255762-qd6fht8y	521	10	.	.	.
cord-255762-qd6fht8y	522	1	The	the	DT
cord-255762-qd6fht8y	522	2	comparison	comparison	NN
cord-255762-qd6fht8y	522	3	of	of	IN
cord-255762-qd6fht8y	522	4	Column	column	NN
cord-255762-qd6fht8y	522	5	(	(	-LRB-
cord-255762-qd6fht8y	522	6	1	1	CD
cord-255762-qd6fht8y	522	7	)	)	-RRB-
cord-255762-qd6fht8y	522	8	with	with	IN
cord-255762-qd6fht8y	522	9	Column	column	NN
cord-255762-qd6fht8y	522	10	(	(	-LRB-
cord-255762-qd6fht8y	522	11	3	3	CD
cord-255762-qd6fht8y	522	12	)	)	-RRB-
cord-255762-qd6fht8y	522	13	,	,	,
cord-255762-qd6fht8y	522	14	and	and	CC
cord-255762-qd6fht8y	522	15	Column	column	NN
cord-255762-qd6fht8y	522	16	(	(	-LRB-
cord-255762-qd6fht8y	522	17	2	2	CD
cord-255762-qd6fht8y	522	18	)	)	-RRB-
cord-255762-qd6fht8y	522	19	with	with	IN
cord-255762-qd6fht8y	522	20	Column	column	NN
cord-255762-qd6fht8y	522	21	(	(	-LRB-
cord-255762-qd6fht8y	522	22	4	4	CD
cord-255762-qd6fht8y	522	23	)	)	-RRB-
cord-255762-qd6fht8y	522	24	provides	provide	VBZ
cord-255762-qd6fht8y	522	25	systematic	systematic	JJ
cord-255762-qd6fht8y	522	26	evidence	evidence	NN
cord-255762-qd6fht8y	522	27	that	that	IN
cord-255762-qd6fht8y	522	28	under	under	IN
cord-255762-qd6fht8y	522	29	the	the	DT
cord-255762-qd6fht8y	522	30	reference	reference	NN
cord-255762-qd6fht8y	522	31	price	price	NN
cord-255762-qd6fht8y	522	32	policy	policy	NN
cord-255762-qd6fht8y	522	33	,	,	,
cord-255762-qd6fht8y	522	34	key	key	JJ
cord-255762-qd6fht8y	522	35	effects	effect	NNS
cord-255762-qd6fht8y	522	36	(	(	-LRB-
cord-255762-qd6fht8y	522	37	of	of	IN
cord-255762-qd6fht8y	522	38	the	the	DT
cord-255762-qd6fht8y	522	39	fraction	fraction	NN
cord-255762-qd6fht8y	522	40	of	of	IN
cord-255762-qd6fht8y	522	41	direct	direct	JJ
cord-255762-qd6fht8y	522	42	negotiations	negotiation	NNS
cord-255762-qd6fht8y	522	43	,	,	,
cord-255762-qd6fht8y	522	44	healthcare	healthcare	NN
cord-255762-qd6fht8y	522	45	personnel	personnel	NNS
cord-255762-qd6fht8y	522	46	cost	cost	NN
cord-255762-qd6fht8y	522	47	,	,	,
cord-255762-qd6fht8y	522	48	healthcare	healthcare	NN
cord-255762-qd6fht8y	522	49	purchases	purchase	NNS
cord-255762-qd6fht8y	522	50	and	and	CC
cord-255762-qd6fht8y	522	51	non	non	JJ
cord-255762-qd6fht8y	522	52	-	-	JJ
cord-255762-qd6fht8y	522	53	healthcare	healthcare	JJ
cord-255762-qd6fht8y	522	54	personnel	personnel	NNS
cord-255762-qd6fht8y	522	55	over	over	IN
cord-255762-qd6fht8y	522	56	the	the	DT
cord-255762-qd6fht8y	522	57	total	total	JJ
cord-255762-qd6fht8y	522	58	personnel	personnel	NNS
cord-255762-qd6fht8y	522	59	cost	cost	NN
cord-255762-qd6fht8y	522	60	)	)	-RRB-
cord-255762-qd6fht8y	522	61	are	be	VBP
cord-255762-qd6fht8y	522	62	generally	generally	RB
cord-255762-qd6fht8y	522	63	smaller	small	JJR
cord-255762-qd6fht8y	522	64	.	.	.
cord-255762-qd6fht8y	523	1	These	these	DT
cord-255762-qd6fht8y	523	2	coefficients	coefficient	NNS
cord-255762-qd6fht8y	523	3	generally	generally	RB
cord-255762-qd6fht8y	523	4	become	become	VBP
cord-255762-qd6fht8y	523	5	closer	close	JJR
cord-255762-qd6fht8y	523	6	to	to	IN
cord-255762-qd6fht8y	523	7	zero	zero	CD
cord-255762-qd6fht8y	523	8	.	.	.
cord-255762-qd6fht8y	524	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	524	2	explanation	explanation	NN
cord-255762-qd6fht8y	524	3	is	be	VBZ
cord-255762-qd6fht8y	524	4	that	that	IN
cord-255762-qd6fht8y	524	5	the	the	DT
cord-255762-qd6fht8y	524	6	reference	reference	NN
cord-255762-qd6fht8y	524	7	price	price	NN
cord-255762-qd6fht8y	524	8	policy	policy	NN
cord-255762-qd6fht8y	524	9	limits	limit	VBZ
cord-255762-qd6fht8y	524	10	the	the	DT
cord-255762-qd6fht8y	524	11	discretion	discretion	NN
cord-255762-qd6fht8y	524	12	of	of	IN
cord-255762-qd6fht8y	524	13	PBs	PBs	NNPS
cord-255762-qd6fht8y	524	14	in	in	IN
cord-255762-qd6fht8y	524	15	designing	design	VBG
cord-255762-qd6fht8y	524	16	the	the	DT
cord-255762-qd6fht8y	524	17	awarding	awarding	NN
cord-255762-qd6fht8y	524	18	process	process	NN
cord-255762-qd6fht8y	524	19	,	,	,
cord-255762-qd6fht8y	524	20	so	so	CC
cord-255762-qd6fht8y	524	21	each	each	DT
cord-255762-qd6fht8y	524	22	PB	pb	NN
cord-255762-qd6fht8y	524	23	-	-	HYPH
cord-255762-qd6fht8y	524	24	specific	specific	JJ
cord-255762-qd6fht8y	524	25	competence	competence	NN
cord-255762-qd6fht8y	524	26	(	(	-LRB-
cord-255762-qd6fht8y	524	27	or	or	CC
cord-255762-qd6fht8y	524	28	incompetence	incompetence	NN
cord-255762-qd6fht8y	524	29	)	)	-RRB-
cord-255762-qd6fht8y	525	1	no	no	RB
cord-255762-qd6fht8y	525	2	longer	long	RBR
cord-255762-qd6fht8y	525	3	significantly	significantly	RB
cord-255762-qd6fht8y	525	4	affects	affect	VBZ
cord-255762-qd6fht8y	525	5	the	the	DT
cord-255762-qd6fht8y	525	6	outcome	outcome	NN
cord-255762-qd6fht8y	525	7	.	.	.
cord-255762-qd6fht8y	526	1	The	the	DT
cord-255762-qd6fht8y	526	2	only	only	JJ
cord-255762-qd6fht8y	526	3	exception	exception	NN
cord-255762-qd6fht8y	526	4	is	be	VBZ
cord-255762-qd6fht8y	526	5	the	the	DT
cord-255762-qd6fht8y	526	6	dummy	dummy	JJ
cord-255762-qd6fht8y	526	7	variable	variable	NN
cord-255762-qd6fht8y	526	8	related	relate	VBN
cord-255762-qd6fht8y	526	9	to	to	IN
cord-255762-qd6fht8y	526	10	the	the	DT
cord-255762-qd6fht8y	526	11	metropolitan	metropolitan	JJ
cord-255762-qd6fht8y	526	12	area	area	NN
cord-255762-qd6fht8y	526	13	,	,	,
cord-255762-qd6fht8y	526	14	which	which	WDT
cord-255762-qd6fht8y	526	15	switches	switch	VBZ
cord-255762-qd6fht8y	526	16	from	from	IN
cord-255762-qd6fht8y	526	17	a	a	DT
cord-255762-qd6fht8y	526	18	negative	negative	JJ
cord-255762-qd6fht8y	526	19	and	and	CC
cord-255762-qd6fht8y	526	20	significant	significant	JJ
cord-255762-qd6fht8y	526	21	to	to	IN
cord-255762-qd6fht8y	526	22	a	a	DT
cord-255762-qd6fht8y	526	23	positive	positive	JJ
cord-255762-qd6fht8y	526	24	value	value	NN
cord-255762-qd6fht8y	526	25	,	,	,
cord-255762-qd6fht8y	526	26	suggesting	suggest	VBG
cord-255762-qd6fht8y	526	27	that	that	IN
cord-255762-qd6fht8y	526	28	PBs	PBs	NNP
cord-255762-qd6fht8y	526	29	located	locate	VBN
cord-255762-qd6fht8y	526	30	in	in	IN
cord-255762-qd6fht8y	526	31	those	those	DT
cord-255762-qd6fht8y	526	32	areas	area	NNS
cord-255762-qd6fht8y	526	33	benefited	benefit	VBD
cord-255762-qd6fht8y	526	34	most	most	RBS
cord-255762-qd6fht8y	526	35	from	from	IN
cord-255762-qd6fht8y	526	36	reference	reference	NN
cord-255762-qd6fht8y	526	37	prices	price	NNS
cord-255762-qd6fht8y	526	38	.	.	.
cord-255762-qd6fht8y	527	1	Focusing	focus	VBG
cord-255762-qd6fht8y	527	2	on	on	IN
cord-255762-qd6fht8y	527	3	the	the	DT
cord-255762-qd6fht8y	527	4	geographic	geographic	JJ
cord-255762-qd6fht8y	527	5	dimensions	dimension	NNS
cord-255762-qd6fht8y	527	6	in	in	IN
cord-255762-qd6fht8y	527	7	Table	Table	NNP
cord-255762-qd6fht8y	527	8	7	7	CD
cord-255762-qd6fht8y	527	9	,	,	,
cord-255762-qd6fht8y	527	10	an	an	DT
cord-255762-qd6fht8y	527	11	interesting	interesting	JJ
cord-255762-qd6fht8y	527	12	pattern	pattern	NN
cord-255762-qd6fht8y	527	13	emerges	emerge	VBZ
cord-255762-qd6fht8y	527	14	.	.	.
cord-255762-qd6fht8y	528	1	Without	without	IN
cord-255762-qd6fht8y	528	2	the	the	DT
cord-255762-qd6fht8y	528	3	reference	reference	NN
cord-255762-qd6fht8y	528	4	price	price	NN
cord-255762-qd6fht8y	528	5	,	,	,
cord-255762-qd6fht8y	528	6	PB	PB	NNP
cord-255762-qd6fht8y	528	7	competence	competence	NN
cord-255762-qd6fht8y	528	8	was	be	VBD
cord-255762-qd6fht8y	528	9	much	much	RB
cord-255762-qd6fht8y	528	10	lower	low	JJR
cord-255762-qd6fht8y	528	11	in	in	IN
cord-255762-qd6fht8y	528	12	the	the	DT
cord-255762-qd6fht8y	528	13	Center	Center	NNP
cord-255762-qd6fht8y	528	14	-	-	HYPH
cord-255762-qd6fht8y	528	15	South	South	NNP
cord-255762-qd6fht8y	528	16	of	of	IN
cord-255762-qd6fht8y	528	17	32	32	CD
cord-255762-qd6fht8y	529	1	The	the	DT
cord-255762-qd6fht8y	529	2	confidence	confidence	NN
cord-255762-qd6fht8y	529	3	intervals	interval	NNS
cord-255762-qd6fht8y	529	4	of	of	IN
cord-255762-qd6fht8y	529	5	the	the	DT
cord-255762-qd6fht8y	529	6	reference	reference	NN
cord-255762-qd6fht8y	529	7	price	price	NN
cord-255762-qd6fht8y	529	8	estimated	estimate	VBN
cord-255762-qd6fht8y	529	9	in	in	IN
cord-255762-qd6fht8y	529	10	the	the	DT
cord-255762-qd6fht8y	529	11	first	first	JJ
cord-255762-qd6fht8y	529	12	and	and	CC
cord-255762-qd6fht8y	529	13	the	the	DT
cord-255762-qd6fht8y	529	14	fourth	fourth	JJ
cord-255762-qd6fht8y	529	15	quartiles	quartile	NNS
cord-255762-qd6fht8y	529	16	(	(	-LRB-
cord-255762-qd6fht8y	529	17	at	at	IN
cord-255762-qd6fht8y	529	18	95	95	CD
cord-255762-qd6fht8y	529	19	%	%	NN
cord-255762-qd6fht8y	529	20	with	with	IN
cord-255762-qd6fht8y	529	21	costs	cost	NNS
cord-255762-qd6fht8y	529	22	,	,	,
cord-255762-qd6fht8y	529	23	at	at	IN
cord-255762-qd6fht8y	529	24	90	90	CD
cord-255762-qd6fht8y	529	25	%	%	NN
cord-255762-qd6fht8y	529	26	without	without	IN
cord-255762-qd6fht8y	529	27	costs	cost	NNS
cord-255762-qd6fht8y	529	28	)	)	-RRB-
cord-255762-qd6fht8y	529	29	do	do	VBP
cord-255762-qd6fht8y	529	30	not	not	RB
cord-255762-qd6fht8y	529	31	overlap	overlap	VB
cord-255762-qd6fht8y	529	32	.	.	.
cord-255762-qd6fht8y	530	1	Italy	Italy	NNP
cord-255762-qd6fht8y	530	2	;	;	:
cord-255762-qd6fht8y	530	3	with	with	IN
cord-255762-qd6fht8y	530	4	reference	reference	NN
cord-255762-qd6fht8y	530	5	price	price	NN
cord-255762-qd6fht8y	530	6	,	,	,
cord-255762-qd6fht8y	530	7	PB	PB	NNP
cord-255762-qd6fht8y	530	8	competence	competence	NN
cord-255762-qd6fht8y	530	9	was	be	VBD
cord-255762-qd6fht8y	530	10	still	still	RB
cord-255762-qd6fht8y	530	11	lower	low	JJR
cord-255762-qd6fht8y	530	12	in	in	IN
cord-255762-qd6fht8y	530	13	the	the	DT
cord-255762-qd6fht8y	530	14	Center	Center	NNP
cord-255762-qd6fht8y	530	15	-	-	HYPH
cord-255762-qd6fht8y	530	16	South	South	NNP
cord-255762-qd6fht8y	530	17	,	,	,
cord-255762-qd6fht8y	530	18	but	but	CC
cord-255762-qd6fht8y	530	19	not	not	RB
cord-255762-qd6fht8y	530	20	as	as	RB
cord-255762-qd6fht8y	530	21	low	low	JJ
cord-255762-qd6fht8y	530	22	as	as	IN
cord-255762-qd6fht8y	530	23	without	without	IN
cord-255762-qd6fht8y	530	24	.	.	.
cord-255762-qd6fht8y	531	1	One	one	CD
cord-255762-qd6fht8y	531	2	possible	possible	JJ
cord-255762-qd6fht8y	531	3	explanation	explanation	NN
cord-255762-qd6fht8y	531	4	for	for	IN
cord-255762-qd6fht8y	531	5	the	the	DT
cord-255762-qd6fht8y	531	6	negative	negative	JJ
cord-255762-qd6fht8y	531	7	effect	effect	NN
cord-255762-qd6fht8y	531	8	is	be	VBZ
cord-255762-qd6fht8y	531	9	the	the	DT
cord-255762-qd6fht8y	531	10	inefficiency	inefficiency	NN
cord-255762-qd6fht8y	531	11	of	of	IN
cord-255762-qd6fht8y	531	12	institutions	institution	NNS
cord-255762-qd6fht8y	531	13	in	in	IN
cord-255762-qd6fht8y	531	14	the	the	DT
cord-255762-qd6fht8y	531	15	Center	Center	NNP
cord-255762-qd6fht8y	531	16	-	-	HYPH
cord-255762-qd6fht8y	531	17	South	South	NNP
cord-255762-qd6fht8y	531	18	of	of	IN
cord-255762-qd6fht8y	531	19	Italy	Italy	NNP
cord-255762-qd6fht8y	531	20	,	,	,
cord-255762-qd6fht8y	531	21	as	as	IN
cord-255762-qd6fht8y	531	22	mentioned	mention	VBN
cord-255762-qd6fht8y	531	23	in	in	IN
cord-255762-qd6fht8y	531	24	the	the	DT
cord-255762-qd6fht8y	531	25	comments	comment	NNS
cord-255762-qd6fht8y	531	26	on	on	IN
cord-255762-qd6fht8y	531	27	Table	Table	NNP
cord-255762-qd6fht8y	531	28	5	5	CD
cord-255762-qd6fht8y	531	29	results	result	NNS
cord-255762-qd6fht8y	531	30	.	.	.
cord-255762-qd6fht8y	532	1	Based	base	VBN
cord-255762-qd6fht8y	532	2	on	on	IN
cord-255762-qd6fht8y	532	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	532	4	findings	finding	NNS
cord-255762-qd6fht8y	532	5	,	,	,
cord-255762-qd6fht8y	532	6	inefficiency	inefficiency	NN
cord-255762-qd6fht8y	532	7	is	be	VBZ
cord-255762-qd6fht8y	532	8	mitigated	mitigate	VBN
cord-255762-qd6fht8y	532	9	under	under	IN
cord-255762-qd6fht8y	532	10	mandatory	mandatory	JJ
cord-255762-qd6fht8y	532	11	reference	reference	NN
cord-255762-qd6fht8y	532	12	prices	price	NNS
cord-255762-qd6fht8y	532	13	,	,	,
cord-255762-qd6fht8y	532	14	possibly	possibly	RB
cord-255762-qd6fht8y	532	15	because	because	IN
cord-255762-qd6fht8y	532	16	PB	PB	NNP
cord-255762-qd6fht8y	532	17	discretion	discretion	NN
cord-255762-qd6fht8y	532	18	is	be	VBZ
cord-255762-qd6fht8y	532	19	more	more	RBR
cord-255762-qd6fht8y	532	20	limited	limited	JJ
cord-255762-qd6fht8y	532	21	.	.	.
cord-255762-qd6fht8y	533	1	By	by	IN
cord-255762-qd6fht8y	533	2	using	use	VBG
cord-255762-qd6fht8y	533	3	the	the	DT
cord-255762-qd6fht8y	533	4	dependent	dependent	JJ
cord-255762-qd6fht8y	533	5	variable	variable	NN
cord-255762-qd6fht8y	533	6	obtained	obtain	VBN
cord-255762-qd6fht8y	533	7	without	without	IN
cord-255762-qd6fht8y	533	8	structural	structural	JJ
cord-255762-qd6fht8y	533	9	estimation	estimation	NN
cord-255762-qd6fht8y	533	10	of	of	IN
cord-255762-qd6fht8y	533	11	the	the	DT
cord-255762-qd6fht8y	533	12	costs	cost	NNS
cord-255762-qd6fht8y	533	13	,	,	,
cord-255762-qd6fht8y	533	14	we	-PRON-	PRP
cord-255762-qd6fht8y	533	15	obtain	obtain	VBP
cord-255762-qd6fht8y	533	16	similar	similar	JJ
cord-255762-qd6fht8y	533	17	findings	finding	NNS
cord-255762-qd6fht8y	533	18	.	.	.
cord-255762-qd6fht8y	534	1	However	however	RB
cord-255762-qd6fht8y	534	2	,	,	,
cord-255762-qd6fht8y	534	3	this	this	DT
cord-255762-qd6fht8y	534	4	estimation	estimation	NN
cord-255762-qd6fht8y	534	5	does	do	VBZ
cord-255762-qd6fht8y	534	6	not	not	RB
cord-255762-qd6fht8y	534	7	pass	pass	VB
cord-255762-qd6fht8y	534	8	the	the	DT
cord-255762-qd6fht8y	534	9	Sargan	Sargan	NNP
cord-255762-qd6fht8y	534	10	test	test	NN
cord-255762-qd6fht8y	534	11	for	for	IN
cord-255762-qd6fht8y	534	12	the	the	DT
cord-255762-qd6fht8y	534	13	exogeneity	exogeneity	NN
cord-255762-qd6fht8y	534	14	of	of	IN
cord-255762-qd6fht8y	534	15	the	the	DT
cord-255762-qd6fht8y	534	16	over	over	RB
cord-255762-qd6fht8y	534	17	-	-	HYPH
cord-255762-qd6fht8y	534	18	identifying	identify	VBG
cord-255762-qd6fht8y	534	19	restrictions	restriction	NNS
cord-255762-qd6fht8y	534	20	.	.	.
cord-255762-qd6fht8y	535	1	The	the	DT
cord-255762-qd6fht8y	535	2	output	output	NN
cord-255762-qd6fht8y	535	3	is	be	VBZ
cord-255762-qd6fht8y	535	4	available	available	JJ
cord-255762-qd6fht8y	535	5	on	on	IN
cord-255762-qd6fht8y	535	6	request	request	NN
cord-255762-qd6fht8y	535	7	.	.	.
cord-255762-qd6fht8y	536	1	In	in	IN
cord-255762-qd6fht8y	536	2	European	european	JJ
cord-255762-qd6fht8y	536	3	countries	country	NNS
cord-255762-qd6fht8y	536	4	,	,	,
cord-255762-qd6fht8y	536	5	the	the	DT
cord-255762-qd6fht8y	536	6	procurement	procurement	NN
cord-255762-qd6fht8y	536	7	of	of	IN
cord-255762-qd6fht8y	536	8	medical	medical	JJ
cord-255762-qd6fht8y	536	9	devices	device	NNS
cord-255762-qd6fht8y	536	10	by	by	IN
cord-255762-qd6fht8y	536	11	hospitals	hospital	NNS
cord-255762-qd6fht8y	536	12	and	and	CC
cord-255762-qd6fht8y	536	13	local	local	JJ
cord-255762-qd6fht8y	536	14	health	health	NN
cord-255762-qd6fht8y	536	15	units	unit	NNS
cord-255762-qd6fht8y	536	16	(	(	-LRB-
cord-255762-qd6fht8y	536	17	PBs	PBs	NNP
cord-255762-qd6fht8y	536	18	)	)	-RRB-
cord-255762-qd6fht8y	536	19	takes	take	VBZ
cord-255762-qd6fht8y	536	20	up	up	RP
cord-255762-qd6fht8y	536	21	a	a	DT
cord-255762-qd6fht8y	536	22	large	large	JJ
cord-255762-qd6fht8y	536	23	share	share	NN
cord-255762-qd6fht8y	536	24	of	of	IN
cord-255762-qd6fht8y	536	25	national	national	JJ
cord-255762-qd6fht8y	536	26	budgets	budget	NNS
cord-255762-qd6fht8y	536	27	.	.	.
cord-255762-qd6fht8y	537	1	In	in	IN
cord-255762-qd6fht8y	537	2	the	the	DT
cord-255762-qd6fht8y	537	3	US	US	NNP
cord-255762-qd6fht8y	537	4	,	,	,
cord-255762-qd6fht8y	537	5	healthcare	healthcare	NN
cord-255762-qd6fht8y	537	6	expenditure	expenditure	NN
cord-255762-qd6fht8y	537	7	is	be	VBZ
cord-255762-qd6fht8y	537	8	rising	rise	VBG
cord-255762-qd6fht8y	537	9	.	.	.
cord-255762-qd6fht8y	538	1	Anecdotal	anecdotal	JJ
cord-255762-qd6fht8y	538	2	and	and	CC
cord-255762-qd6fht8y	538	3	empirical	empirical	JJ
cord-255762-qd6fht8y	538	4	evidence	evidence	NN
cord-255762-qd6fht8y	538	5	of	of	IN
cord-255762-qd6fht8y	538	6	huge	huge	JJ
cord-255762-qd6fht8y	538	7	variations	variation	NNS
cord-255762-qd6fht8y	538	8	in	in	IN
cord-255762-qd6fht8y	538	9	the	the	DT
cord-255762-qd6fht8y	538	10	prices	price	NNS
cord-255762-qd6fht8y	538	11	of	of	IN
cord-255762-qd6fht8y	538	12	medical	medical	JJ
cord-255762-qd6fht8y	538	13	devices	device	NNS
cord-255762-qd6fht8y	538	14	-among	-among	.
cord-255762-qd6fht8y	539	1	and	and	CC
cord-255762-qd6fht8y	539	2	within	within	IN
cord-255762-qd6fht8y	539	3	countries	country	NNS
cord-255762-qd6fht8y	539	4	-makes	-make	VBZ
cord-255762-qd6fht8y	539	5	procurement	procurement	NN
cord-255762-qd6fht8y	539	6	efficiency	efficiency	NN
cord-255762-qd6fht8y	539	7	a	a	DT
cord-255762-qd6fht8y	539	8	relevant	relevant	JJ
cord-255762-qd6fht8y	539	9	issue	issue	NN
cord-255762-qd6fht8y	539	10	.	.	.
cord-255762-qd6fht8y	540	1	33	33	CD
cord-255762-qd6fht8y	541	1	This	this	DT
cord-255762-qd6fht8y	541	2	study	study	NN
cord-255762-qd6fht8y	541	3	empirically	empirically	RB
cord-255762-qd6fht8y	541	4	investigates	investigate	VBZ
cord-255762-qd6fht8y	541	5	the	the	DT
cord-255762-qd6fht8y	541	6	price	price	NN
cord-255762-qd6fht8y	541	7	differences	difference	NNS
cord-255762-qd6fht8y	541	8	in	in	IN
cord-255762-qd6fht8y	541	9	the	the	DT
cord-255762-qd6fht8y	541	10	purchasing	purchasing	NN
cord-255762-qd6fht8y	541	11	of	of	IN
cord-255762-qd6fht8y	541	12	standard	standard	JJ
cord-255762-qd6fht8y	541	13	medical	medical	JJ
cord-255762-qd6fht8y	541	14	devices	device	NNS
cord-255762-qd6fht8y	541	15	by	by	IN
cord-255762-qd6fht8y	541	16	Italian	italian	JJ
cord-255762-qd6fht8y	541	17	PBs	PBs	NNPS
cord-255762-qd6fht8y	541	18	,	,	,
cord-255762-qd6fht8y	541	19	with	with	IN
cord-255762-qd6fht8y	541	20	a	a	DT
cord-255762-qd6fht8y	541	21	focus	focus	NN
cord-255762-qd6fht8y	541	22	on	on	IN
cord-255762-qd6fht8y	541	23	PB	PB	NNP
cord-255762-qd6fht8y	541	24	competence	competence	NN
cord-255762-qd6fht8y	541	25	in	in	IN
cord-255762-qd6fht8y	541	26	managing	manage	VBG
cord-255762-qd6fht8y	541	27	procurement	procurement	NN
cord-255762-qd6fht8y	541	28	during	during	IN
cord-255762-qd6fht8y	541	29	the	the	DT
cord-255762-qd6fht8y	541	30	period	period	NN
cord-255762-qd6fht8y	541	31	from	from	IN
cord-255762-qd6fht8y	541	32	January	January	NNP
cord-255762-qd6fht8y	541	33	1	1	CD
cord-255762-qd6fht8y	541	34	to	to	IN
cord-255762-qd6fht8y	541	35	December	December	NNP
cord-255762-qd6fht8y	541	36	31	31	CD
cord-255762-qd6fht8y	541	37	,	,	,
cord-255762-qd6fht8y	541	38	2013	2013	CD
cord-255762-qd6fht8y	541	39	.	.	.
cord-255762-qd6fht8y	542	1	It	-PRON-	PRP
cord-255762-qd6fht8y	542	2	also	also	RB
cord-255762-qd6fht8y	542	3	studies	study	VBZ
cord-255762-qd6fht8y	542	4	the	the	DT
cord-255762-qd6fht8y	542	5	effects	effect	NNS
cord-255762-qd6fht8y	542	6	of	of	IN
cord-255762-qd6fht8y	542	7	the	the	DT
cord-255762-qd6fht8y	542	8	mandatory	mandatory	JJ
cord-255762-qd6fht8y	542	9	reference	reference	NN
cord-255762-qd6fht8y	542	10	price	price	NN
cord-255762-qd6fht8y	542	11	on	on	IN
cord-255762-qd6fht8y	542	12	the	the	DT
cord-255762-qd6fht8y	542	13	prices	price	NNS
cord-255762-qd6fht8y	542	14	paid	pay	VBN
cord-255762-qd6fht8y	542	15	by	by	IN
cord-255762-qd6fht8y	542	16	PBs	PBs	NNP
cord-255762-qd6fht8y	542	17	,	,	,
cord-255762-qd6fht8y	542	18	a	a	DT
cord-255762-qd6fht8y	542	19	nationwide	nationwide	JJ
cord-255762-qd6fht8y	542	20	policy	policy	NN
cord-255762-qd6fht8y	542	21	adopted	adopt	VBN
cord-255762-qd6fht8y	542	22	until	until	IN
cord-255762-qd6fht8y	542	23	May	May	NNP
cord-255762-qd6fht8y	542	24	2	2	CD
cord-255762-qd6fht8y	542	25	,	,	,
cord-255762-qd6fht8y	542	26	2013	2013	CD
cord-255762-qd6fht8y	542	27	to	to	TO
cord-255762-qd6fht8y	542	28	increase	increase	VB
cord-255762-qd6fht8y	542	29	public	public	JJ
cord-255762-qd6fht8y	542	30	spending	spending	NN
cord-255762-qd6fht8y	542	31	efficiency	efficiency	NN
cord-255762-qd6fht8y	542	32	.	.	.
cord-255762-qd6fht8y	543	1	For	for	IN
cord-255762-qd6fht8y	543	2	each	each	DT
cord-255762-qd6fht8y	543	3	purchase	purchase	NN
cord-255762-qd6fht8y	543	4	,	,	,
cord-255762-qd6fht8y	543	5	we	-PRON-	PRP
cord-255762-qd6fht8y	543	6	measured	measure	VBD
cord-255762-qd6fht8y	543	7	the	the	DT
cord-255762-qd6fht8y	543	8	difference	difference	NN
cord-255762-qd6fht8y	543	9	between	between	IN
cord-255762-qd6fht8y	543	10	the	the	DT
cord-255762-qd6fht8y	543	11	price	price	NN
cord-255762-qd6fht8y	543	12	of	of	IN
cord-255762-qd6fht8y	543	13	a	a	DT
cord-255762-qd6fht8y	543	14	medical	medical	JJ
cord-255762-qd6fht8y	543	15	device	device	NN
cord-255762-qd6fht8y	543	16	(	(	-LRB-
cord-255762-qd6fht8y	543	17	resulting	result	VBG
cord-255762-qd6fht8y	543	18	from	from	IN
cord-255762-qd6fht8y	543	19	the	the	DT
cord-255762-qd6fht8y	543	20	procurement	procurement	NN
cord-255762-qd6fht8y	543	21	procedure	procedure	NN
cord-255762-qd6fht8y	543	22	)	)	-RRB-
cord-255762-qd6fht8y	543	23	and	and	CC
cord-255762-qd6fht8y	543	24	its	-PRON-	PRP$
cord-255762-qd6fht8y	543	25	benchmark	benchmark	JJ
cord-255762-qd6fht8y	543	26	marginal	marginal	JJ
cord-255762-qd6fht8y	543	27	production	production	NN
cord-255762-qd6fht8y	543	28	cost	cost	NN
cord-255762-qd6fht8y	543	29	(	(	-LRB-
cord-255762-qd6fht8y	543	30	resulting	result	VBG
cord-255762-qd6fht8y	543	31	from	from	IN
cord-255762-qd6fht8y	543	32	our	-PRON-	PRP$
cord-255762-qd6fht8y	543	33	structural	structural	JJ
cord-255762-qd6fht8y	543	34	estimation	estimation	NN
cord-255762-qd6fht8y	543	35	)	)	-RRB-
cord-255762-qd6fht8y	543	36	.	.	.
cord-255762-qd6fht8y	544	1	We	-PRON-	PRP
cord-255762-qd6fht8y	544	2	defined	define	VBD
cord-255762-qd6fht8y	544	3	PB	PB	NNP
cord-255762-qd6fht8y	544	4	competence	competence	NN
cord-255762-qd6fht8y	544	5	as	as	IN
cord-255762-qd6fht8y	544	6	PB	PB	NNP
cord-255762-qd6fht8y	544	7	fixed	fix	VBN
cord-255762-qd6fht8y	544	8	effects	effect	NNS
cord-255762-qd6fht8y	544	9	on	on	IN
cord-255762-qd6fht8y	544	10	this	this	DT
cord-255762-qd6fht8y	544	11	difference	difference	NN
cord-255762-qd6fht8y	544	12	for	for	IN
cord-255762-qd6fht8y	544	13	each	each	DT
cord-255762-qd6fht8y	544	14	item	item	NN
cord-255762-qd6fht8y	544	15	purchased	purchase	VBN
cord-255762-qd6fht8y	544	16	.	.	.
cord-255762-qd6fht8y	545	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	545	2	results	result	NNS
cord-255762-qd6fht8y	545	3	show	show	VBP
cord-255762-qd6fht8y	545	4	that	that	IN
cord-255762-qd6fht8y	545	5	Italian	italian	JJ
cord-255762-qd6fht8y	545	6	PBs	pb	NNS
cord-255762-qd6fht8y	545	7	pay	pay	VBP
cord-255762-qd6fht8y	545	8	substantially	substantially	RB
cord-255762-qd6fht8y	545	9	different	different	JJ
cord-255762-qd6fht8y	545	10	prices	price	NNS
cord-255762-qd6fht8y	545	11	for	for	IN
cord-255762-qd6fht8y	545	12	standard	standard	JJ
cord-255762-qd6fht8y	545	13	medical	medical	JJ
cord-255762-qd6fht8y	545	14	devices	device	NNS
cord-255762-qd6fht8y	545	15	.	.	.
cord-255762-qd6fht8y	546	1	In	in	IN
cord-255762-qd6fht8y	546	2	particular	particular	JJ
cord-255762-qd6fht8y	546	3	,	,	,
cord-255762-qd6fht8y	546	4	the	the	DT
cord-255762-qd6fht8y	546	5	quartile	quartile	NN
cord-255762-qd6fht8y	546	6	-	-	HYPH
cord-255762-qd6fht8y	546	7	based	base	VBN
cord-255762-qd6fht8y	546	8	coefficient	coefficient	NN
cord-255762-qd6fht8y	546	9	of	of	IN
cord-255762-qd6fht8y	546	10	variation	variation	NN
cord-255762-qd6fht8y	546	11	of	of	IN
cord-255762-qd6fht8y	546	12	the	the	DT
cord-255762-qd6fht8y	546	13	prices	price	NNS
cord-255762-qd6fht8y	546	14	paid	pay	VBN
cord-255762-qd6fht8y	546	15	is	be	VBZ
cord-255762-qd6fht8y	546	16	25.8	25.8	CD
cord-255762-qd6fht8y	546	17	.	.	.
cord-255762-qd6fht8y	547	1	34	34	CD
cord-255762-qd6fht8y	548	1	This	this	DT
cord-255762-qd6fht8y	548	2	difference	difference	NN
cord-255762-qd6fht8y	548	3	between	between	IN
cord-255762-qd6fht8y	548	4	purchasing	purchase	VBG
cord-255762-qd6fht8y	548	5	prices	price	NNS
cord-255762-qd6fht8y	548	6	can	can	MD
cord-255762-qd6fht8y	548	7	be	be	VB
cord-255762-qd6fht8y	548	8	explained	explain	VBN
cord-255762-qd6fht8y	548	9	by	by	IN
cord-255762-qd6fht8y	548	10	PB	PB	NNP
cord-255762-qd6fht8y	548	11	fixed	fix	VBN
cord-255762-qd6fht8y	548	12	effects	effect	NNS
cord-255762-qd6fht8y	548	13	,	,	,
cord-255762-qd6fht8y	548	14	which	which	WDT
cord-255762-qd6fht8y	548	15	we	-PRON-	PRP
cord-255762-qd6fht8y	548	16	investigated	investigate	VBD
cord-255762-qd6fht8y	548	17	as	as	RB
cord-255762-qd6fht8y	548	18	related	relate	VBN
cord-255762-qd6fht8y	548	19	to	to	IN
cord-255762-qd6fht8y	548	20	institutional	institutional	JJ
cord-255762-qd6fht8y	548	21	characteristics	characteristic	NNS
cord-255762-qd6fht8y	548	22	,	,	,
cord-255762-qd6fht8y	548	23	geography	geography	NN
cord-255762-qd6fht8y	548	24	and	and	CC
cord-255762-qd6fht8y	548	25	size	size	NN
cord-255762-qd6fht8y	548	26	.	.	.
cord-255762-qd6fht8y	549	1	We	-PRON-	PRP
cord-255762-qd6fht8y	549	2	found	find	VBD
cord-255762-qd6fht8y	549	3	that	that	IN
cord-255762-qd6fht8y	549	4	PB	PB	NNP
cord-255762-qd6fht8y	549	5	size	size	NN
cord-255762-qd6fht8y	549	6	(	(	-LRB-
cord-255762-qd6fht8y	549	7	measured	measure	VBN
cord-255762-qd6fht8y	549	8	by	by	IN
cord-255762-qd6fht8y	549	9	overall	overall	JJ
cord-255762-qd6fht8y	549	10	personnel	personnel	NNS
cord-255762-qd6fht8y	549	11	costs	cost	NNS
cord-255762-qd6fht8y	549	12	,	,	,
cord-255762-qd6fht8y	549	13	corresponding	correspond	VBG
cord-255762-qd6fht8y	549	14	to	to	IN
cord-255762-qd6fht8y	549	15	the	the	DT
cord-255762-qd6fht8y	549	16	sum	sum	NN
cord-255762-qd6fht8y	549	17	of	of	IN
cord-255762-qd6fht8y	549	18	healthcare	healthcare	NN
cord-255762-qd6fht8y	549	19	personnel	personnel	NNS
cord-255762-qd6fht8y	549	20	and	and	CC
cord-255762-qd6fht8y	549	21	non	non	JJ
cord-255762-qd6fht8y	549	22	-	-	JJ
cord-255762-qd6fht8y	549	23	healthcare	healthcare	JJ
cord-255762-qd6fht8y	549	24	personnel	personnel	NNS
cord-255762-qd6fht8y	549	25	costs	cost	NNS
cord-255762-qd6fht8y	549	26	or	or	CC
cord-255762-qd6fht8y	549	27	by	by	IN
cord-255762-qd6fht8y	549	28	the	the	DT
cord-255762-qd6fht8y	549	29	size	size	NN
cord-255762-qd6fht8y	549	30	of	of	IN
cord-255762-qd6fht8y	549	31	healthcare	healthcare	NN
cord-255762-qd6fht8y	549	32	-	-	HYPH
cord-255762-qd6fht8y	549	33	related	relate	VBN
cord-255762-qd6fht8y	549	34	procurement	procurement	NN
cord-255762-qd6fht8y	549	35	)	)	-RRB-
cord-255762-qd6fht8y	549	36	has	have	VBZ
cord-255762-qd6fht8y	549	37	a	a	DT
cord-255762-qd6fht8y	549	38	generally	generally	RB
cord-255762-qd6fht8y	549	39	positive	positive	JJ
cord-255762-qd6fht8y	549	40	and	and	CC
cord-255762-qd6fht8y	549	41	significant	significant	JJ
cord-255762-qd6fht8y	549	42	effect	effect	NN
cord-255762-qd6fht8y	549	43	on	on	IN
cord-255762-qd6fht8y	549	44	PB	PB	NNP
cord-255762-qd6fht8y	549	45	competence	competence	NN
cord-255762-qd6fht8y	549	46	in	in	IN
cord-255762-qd6fht8y	549	47	relation	relation	NN
cord-255762-qd6fht8y	549	48	to	to	IN
cord-255762-qd6fht8y	549	49	the	the	DT
cord-255762-qd6fht8y	549	50	procurement	procurement	NN
cord-255762-qd6fht8y	549	51	of	of	IN
cord-255762-qd6fht8y	549	52	medical	medical	JJ
cord-255762-qd6fht8y	549	53	devices	device	NNS
cord-255762-qd6fht8y	549	54	.	.	.
cord-255762-qd6fht8y	550	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	550	2	empirical	empirical	JJ
cord-255762-qd6fht8y	550	3	analysis	analysis	NN
cord-255762-qd6fht8y	550	4	showed	show	VBD
cord-255762-qd6fht8y	550	5	that	that	IN
cord-255762-qd6fht8y	550	6	non	non	JJ
cord-255762-qd6fht8y	550	7	-	-	JJ
cord-255762-qd6fht8y	550	8	healthcare	healthcare	JJ
cord-255762-qd6fht8y	550	9	personnel	personnel	NNS
cord-255762-qd6fht8y	550	10	costs	cost	NNS
cord-255762-qd6fht8y	550	11	drive	drive	VBP
cord-255762-qd6fht8y	550	12	the	the	DT
cord-255762-qd6fht8y	550	13	overall	overall	JJ
cord-255762-qd6fht8y	550	14	positive	positive	JJ
cord-255762-qd6fht8y	550	15	and	and	CC
cord-255762-qd6fht8y	550	16	significant	significant	JJ
cord-255762-qd6fht8y	550	17	effect	effect	NN
cord-255762-qd6fht8y	550	18	on	on	IN
cord-255762-qd6fht8y	550	19	PBs	pb	NNS
cord-255762-qd6fht8y	550	20	'	'	POS
cord-255762-qd6fht8y	550	21	competence	competence	NN
cord-255762-qd6fht8y	550	22	.	.	.
cord-255762-qd6fht8y	551	1	This	this	DT
cord-255762-qd6fht8y	551	2	result	result	NN
cord-255762-qd6fht8y	551	3	supports	support	VBZ
cord-255762-qd6fht8y	551	4	the	the	DT
cord-255762-qd6fht8y	551	5	centralisation	centralisation	NN
cord-255762-qd6fht8y	551	6	of	of	IN
cord-255762-qd6fht8y	551	7	purchasing	purchase	VBG
cord-255762-qd6fht8y	551	8	for	for	IN
cord-255762-qd6fht8y	551	9	medical	medical	JJ
cord-255762-qd6fht8y	551	10	devices	device	NNS
cord-255762-qd6fht8y	551	11	,	,	,
cord-255762-qd6fht8y	551	12	i.e.	i.e.	FW
cord-255762-qd6fht8y	551	13	a	a	DT
cord-255762-qd6fht8y	551	14	few	few	JJ
cord-255762-qd6fht8y	551	15	large	large	JJ
cord-255762-qd6fht8y	551	16	PBs	pb	NNS
cord-255762-qd6fht8y	551	17	in	in	IN
cord-255762-qd6fht8y	551	18	the	the	DT
cord-255762-qd6fht8y	551	19	country	country	NN
cord-255762-qd6fht8y	551	20	with	with	IN
cord-255762-qd6fht8y	551	21	non	non	JJ
cord-255762-qd6fht8y	551	22	-	-	JJ
cord-255762-qd6fht8y	551	23	healthcare	healthcare	JJ
cord-255762-qd6fht8y	551	24	personnel	personnel	NNS
cord-255762-qd6fht8y	551	25	addressing	address	VBG
cord-255762-qd6fht8y	551	26	(	(	-LRB-
cord-255762-qd6fht8y	551	27	possibly	possibly	RB
cord-255762-qd6fht8y	551	28	skilled	skilled	JJ
cord-255762-qd6fht8y	551	29	)	)	-RRB-
cord-255762-qd6fht8y	551	30	efforts	effort	NNS
cord-255762-qd6fht8y	551	31	in	in	IN
cord-255762-qd6fht8y	551	32	the	the	DT
cord-255762-qd6fht8y	551	33	procurement	procurement	NN
cord-255762-qd6fht8y	551	34	activities	activity	NNS
cord-255762-qd6fht8y	551	35	.	.	.
cord-255762-qd6fht8y	552	1	A	a	DT
cord-255762-qd6fht8y	552	2	centralised	centralised	JJ
cord-255762-qd6fht8y	552	3	33	33	CD
cord-255762-qd6fht8y	552	4	For	for	IN
cord-255762-qd6fht8y	552	5	variations	variation	NNS
cord-255762-qd6fht8y	552	6	in	in	IN
cord-255762-qd6fht8y	552	7	these	these	DT
cord-255762-qd6fht8y	552	8	prices	price	NNS
cord-255762-qd6fht8y	552	9	,	,	,
cord-255762-qd6fht8y	552	10	see	see	VB
cord-255762-qd6fht8y	552	11	MedTech	MedTech	NNP
cord-255762-qd6fht8y	552	12	Europe	Europe	NNP
cord-255762-qd6fht8y	552	13	(	(	-LRB-
cord-255762-qd6fht8y	552	14	2019	2019	CD
cord-255762-qd6fht8y	552	15	)	)	-RRB-
cord-255762-qd6fht8y	552	16	;	;	:
cord-255762-qd6fht8y	552	17	Henschke	Henschke	NNP
cord-255762-qd6fht8y	552	18	,	,	,
cord-255762-qd6fht8y	552	19	C.	C.	NNP
cord-255762-qd6fht8y	552	20	and	and	CC
cord-255762-qd6fht8y	552	21	Redberg	Redberg	NNP
cord-255762-qd6fht8y	552	22	(	(	-LRB-
cord-255762-qd6fht8y	552	23	2018	2018	CD
cord-255762-qd6fht8y	552	24	)	)	-RRB-
cord-255762-qd6fht8y	552	25	;	;	:
cord-255762-qd6fht8y	552	26	den	den	NNP
cord-255762-qd6fht8y	552	27	Ambtman	Ambtman	NNP
cord-255762-qd6fht8y	552	28	et	et	NNP
cord-255762-qd6fht8y	552	29	al	al	NNP
cord-255762-qd6fht8y	552	30	.	.	.
cord-255762-qd6fht8y	553	1	(	(	-LRB-
cord-255762-qd6fht8y	553	2	2020	2020	CD
cord-255762-qd6fht8y	553	3	)	)	-RRB-
cord-255762-qd6fht8y	553	4	.	.	.
cord-255762-qd6fht8y	554	1	Analysing	analyse	VBG
cord-255762-qd6fht8y	554	2	hospital	hospital	NN
cord-255762-qd6fht8y	554	3	surveys	survey	NNS
cord-255762-qd6fht8y	554	4	carried	carry	VBN
cord-255762-qd6fht8y	554	5	out	out	RP
cord-255762-qd6fht8y	554	6	by	by	IN
cord-255762-qd6fht8y	554	7	the	the	DT
cord-255762-qd6fht8y	554	8	Millennium	Millennium	NNP
cord-255762-qd6fht8y	554	9	Research	Research	NNP
cord-255762-qd6fht8y	554	10	Group	Group	NNP
cord-255762-qd6fht8y	554	11	,	,	,
cord-255762-qd6fht8y	554	12	Wenzl	Wenzl	NNP
cord-255762-qd6fht8y	554	13	and	and	CC
cord-255762-qd6fht8y	554	14	Mossialos	Mossialos	NNP
cord-255762-qd6fht8y	554	15	(	(	-LRB-
cord-255762-qd6fht8y	554	16	2018	2018	CD
cord-255762-qd6fht8y	554	17	)	)	-RRB-
cord-255762-qd6fht8y	554	18	provide	provide	VB
cord-255762-qd6fht8y	554	19	evidence	evidence	NN
cord-255762-qd6fht8y	554	20	of	of	IN
cord-255762-qd6fht8y	554	21	large	large	JJ
cord-255762-qd6fht8y	554	22	price	price	NN
cord-255762-qd6fht8y	554	23	differences	difference	NNS
cord-255762-qd6fht8y	554	24	between	between	IN
cord-255762-qd6fht8y	554	25	the	the	DT
cord-255762-qd6fht8y	554	26	US	US	NNP
cord-255762-qd6fht8y	554	27	and	and	CC
cord-255762-qd6fht8y	554	28	Germany	Germany	NNP
cord-255762-qd6fht8y	554	29	for	for	IN
cord-255762-qd6fht8y	554	30	cardiovascular	cardiovascular	JJ
cord-255762-qd6fht8y	554	31	technologies	technology	NNS
cord-255762-qd6fht8y	554	32	.	.	.
cord-255762-qd6fht8y	555	1	For	for	IN
cord-255762-qd6fht8y	555	2	example	example	NN
cord-255762-qd6fht8y	555	3	,	,	,
cord-255762-qd6fht8y	555	4	in	in	IN
cord-255762-qd6fht8y	555	5	2014	2014	CD
cord-255762-qd6fht8y	555	6	,	,	,
cord-255762-qd6fht8y	555	7	prices	price	NNS
cord-255762-qd6fht8y	555	8	for	for	IN
cord-255762-qd6fht8y	555	9	bare	bare	JJ
cord-255762-qd6fht8y	555	10	-	-	HYPH
cord-255762-qd6fht8y	555	11	metal	metal	NN
cord-255762-qd6fht8y	555	12	stents	stent	NNS
cord-255762-qd6fht8y	555	13	and	and	CC
cord-255762-qd6fht8y	555	14	pacemakers	pacemaker	NNS
cord-255762-qd6fht8y	555	15	were	be	VBD
cord-255762-qd6fht8y	555	16	five	five	CD
cord-255762-qd6fht8y	555	17	times	time	NNS
cord-255762-qd6fht8y	555	18	higher	high	JJR
cord-255762-qd6fht8y	555	19	in	in	IN
cord-255762-qd6fht8y	555	20	the	the	DT
cord-255762-qd6fht8y	555	21	US	US	NNP
cord-255762-qd6fht8y	555	22	compared	compare	VBN
cord-255762-qd6fht8y	555	23	to	to	IN
cord-255762-qd6fht8y	555	24	Germany	Germany	NNP
cord-255762-qd6fht8y	555	25	and	and	CC
cord-255762-qd6fht8y	555	26	significant	significant	JJ
cord-255762-qd6fht8y	555	27	price	price	NN
cord-255762-qd6fht8y	555	28	differences	difference	NNS
cord-255762-qd6fht8y	555	29	were	be	VBD
cord-255762-qd6fht8y	555	30	recorded	record	VBN
cord-255762-qd6fht8y	555	31	even	even	RB
cord-255762-qd6fht8y	555	32	within	within	IN
cord-255762-qd6fht8y	555	33	EU	EU	NNP
cord-255762-qd6fht8y	555	34	countries	country	NNS
cord-255762-qd6fht8y	555	35	.	.	.
cord-255762-qd6fht8y	556	1	34	34	CD
cord-255762-qd6fht8y	557	1	To	to	TO
cord-255762-qd6fht8y	557	2	make	make	VB
cord-255762-qd6fht8y	557	3	all	all	DT
cord-255762-qd6fht8y	557	4	observations	observation	NNS
cord-255762-qd6fht8y	557	5	comparable	comparable	JJ
cord-255762-qd6fht8y	557	6	,	,	,
cord-255762-qd6fht8y	557	7	the	the	DT
cord-255762-qd6fht8y	557	8	quartile	quartile	NN
cord-255762-qd6fht8y	557	9	-	-	HYPH
cord-255762-qd6fht8y	557	10	based	base	VBN
cord-255762-qd6fht8y	557	11	coefficient	coefficient	NN
cord-255762-qd6fht8y	557	12	of	of	IN
cord-255762-qd6fht8y	557	13	variation	variation	NN
cord-255762-qd6fht8y	557	14	is	be	VBZ
cord-255762-qd6fht8y	557	15	calculated	calculate	VBN
cord-255762-qd6fht8y	557	16	using	use	VBG
cord-255762-qd6fht8y	557	17	homogeneous	homogeneous	JJ
cord-255762-qd6fht8y	557	18	prices	price	NNS
cord-255762-qd6fht8y	557	19	,	,	,
cord-255762-qd6fht8y	557	20	as	as	IN
cord-255762-qd6fht8y	557	21	defined	define	VBN
cord-255762-qd6fht8y	557	22	by	by	IN
cord-255762-qd6fht8y	557	23	Equation	equation	NN
cord-255762-qd6fht8y	557	24	(	(	-LRB-
cord-255762-qd6fht8y	557	25	8)	8)	NNP
cord-255762-qd6fht8y	557	26	,	,	,
cord-255762-qd6fht8y	557	27	applied	apply	VBN
cord-255762-qd6fht8y	557	28	to	to	IN
cord-255762-qd6fht8y	557	29	the	the	DT
cord-255762-qd6fht8y	557	30	entire	entire	JJ
cord-255762-qd6fht8y	557	31	dataset	dataset	NN
cord-255762-qd6fht8y	557	32	.	.	.
cord-255762-qd6fht8y	558	1	Note	note	VB
cord-255762-qd6fht8y	558	2	.	.	.
cord-255762-qd6fht8y	559	1	Bootstrapped	bootstrappe	VBN
cord-255762-qd6fht8y	559	2	standard	standard	JJ
cord-255762-qd6fht8y	559	3	errors	error	NNS
cord-255762-qd6fht8y	559	4	(	(	-LRB-
cord-255762-qd6fht8y	559	5	1,000	1,000	CD
cord-255762-qd6fht8y	559	6	repetitions	repetition	NNS
cord-255762-qd6fht8y	559	7	)	)	-RRB-
cord-255762-qd6fht8y	559	8	in	in	IN
cord-255762-qd6fht8y	559	9	parentheses	parenthesis	NNS
cord-255762-qd6fht8y	559	10	;	;	:
cord-255762-qd6fht8y	560	1	*	*	NFP
cord-255762-qd6fht8y	560	2	*	*	NFP
cord-255762-qd6fht8y	560	3	*	*	NFP
cord-255762-qd6fht8y	560	4	p	p	XX
cord-255762-qd6fht8y	560	5	<	<	XX
cord-255762-qd6fht8y	560	6	0.01	0.01	CD
cord-255762-qd6fht8y	560	7	,	,	,
cord-255762-qd6fht8y	561	1	*	*	NFP
cord-255762-qd6fht8y	561	2	*	*	NFP
cord-255762-qd6fht8y	561	3	<	<	XX
cord-255762-qd6fht8y	561	4	0.05	0.05	CD
cord-255762-qd6fht8y	561	5	,	,	.
cord-255762-qd6fht8y	562	1	*	*	NFP
cord-255762-qd6fht8y	562	2	p	p	XX
cord-255762-qd6fht8y	562	3	<	<	XX
cord-255762-qd6fht8y	562	4	0.1	0.1	CD
cord-255762-qd6fht8y	562	5	.	.	.
cord-255762-qd6fht8y	563	1	system	system	NN
cord-255762-qd6fht8y	563	2	for	for	IN
cord-255762-qd6fht8y	563	3	procurement	procurement	NN
cord-255762-qd6fht8y	563	4	-whatever	-whatever	.
cord-255762-qd6fht8y	564	1	the	the	DT
cord-255762-qd6fht8y	564	2	design	design	NN
cord-255762-qd6fht8y	564	3	of	of	IN
cord-255762-qd6fht8y	564	4	the	the	DT
cord-255762-qd6fht8y	564	5	national	national	JJ
cord-255762-qd6fht8y	564	6	health	health	NN
cord-255762-qd6fht8y	564	7	sector	sector	NN
cord-255762-qd6fht8y	564	8	considered	consider	VBN
cord-255762-qd6fht8y	564	9	-would	-would	:
cord-255762-qd6fht8y	564	10	also	also	RB
cord-255762-qd6fht8y	564	11	better	better	RB
cord-255762-qd6fht8y	564	12	enable	enable	VB
cord-255762-qd6fht8y	564	13	policymakers	policymaker	NNS
cord-255762-qd6fht8y	564	14	to	to	TO
cord-255762-qd6fht8y	564	15	implement	implement	VB
cord-255762-qd6fht8y	564	16	measures	measure	NNS
cord-255762-qd6fht8y	564	17	to	to	TO
cord-255762-qd6fht8y	564	18	control	control	VB
cord-255762-qd6fht8y	564	19	prices	price	NNS
cord-255762-qd6fht8y	564	20	while	while	IN
cord-255762-qd6fht8y	564	21	accounting	account	VBG
cord-255762-qd6fht8y	564	22	for	for	IN
cord-255762-qd6fht8y	564	23	the	the	DT
cord-255762-qd6fht8y	564	24	value	value	NN
cord-255762-qd6fht8y	564	25	of	of	IN
cord-255762-qd6fht8y	564	26	the	the	DT
cord-255762-qd6fht8y	564	27	medical	medical	JJ
cord-255762-qd6fht8y	564	28	devices	device	NNS
cord-255762-qd6fht8y	564	29	procured	procure	VBD
cord-255762-qd6fht8y	564	30	.	.	.
cord-255762-qd6fht8y	565	1	35	35	CD
cord-255762-qd6fht8y	566	1	We	-PRON-	PRP
cord-255762-qd6fht8y	566	2	then	then	RB
cord-255762-qd6fht8y	566	3	investigated	investigate	VBD
cord-255762-qd6fht8y	566	4	the	the	DT
cord-255762-qd6fht8y	566	5	effect	effect	NN
cord-255762-qd6fht8y	566	6	of	of	IN
cord-255762-qd6fht8y	566	7	mandatory	mandatory	JJ
cord-255762-qd6fht8y	566	8	reference	reference	NN
cord-255762-qd6fht8y	566	9	prices	price	NNS
cord-255762-qd6fht8y	566	10	as	as	IN
cord-255762-qd6fht8y	566	11	a	a	DT
cord-255762-qd6fht8y	566	12	cap	cap	NN
cord-255762-qd6fht8y	566	13	on	on	IN
cord-255762-qd6fht8y	566	14	the	the	DT
cord-255762-qd6fht8y	566	15	winning	win	VBG
cord-255762-qd6fht8y	566	16	price	price	NN
cord-255762-qd6fht8y	566	17	.	.	.
cord-255762-qd6fht8y	567	1	This	this	DT
cord-255762-qd6fht8y	567	2	policy	policy	NN
cord-255762-qd6fht8y	567	3	seems	seem	VBZ
cord-255762-qd6fht8y	567	4	to	to	TO
cord-255762-qd6fht8y	567	5	have	have	VB
cord-255762-qd6fht8y	567	6	a	a	DT
cord-255762-qd6fht8y	567	7	weak	weak	JJ
cord-255762-qd6fht8y	567	8	effect	effect	NN
cord-255762-qd6fht8y	567	9	in	in	IN
cord-255762-qd6fht8y	567	10	fostering	foster	VBG
cord-255762-qd6fht8y	567	11	the	the	DT
cord-255762-qd6fht8y	567	12	efficiency	efficiency	NN
cord-255762-qd6fht8y	567	13	of	of	IN
cord-255762-qd6fht8y	567	14	purchasing	purchase	VBG
cord-255762-qd6fht8y	567	15	medical	medical	JJ
cord-255762-qd6fht8y	567	16	devices	device	NNS
cord-255762-qd6fht8y	567	17	.	.	.
cord-255762-qd6fht8y	568	1	Considering	consider	VBG
cord-255762-qd6fht8y	568	2	an	an	DT
cord-255762-qd6fht8y	568	3	average	average	JJ
cord-255762-qd6fht8y	568	4	price	price	NN
cord-255762-qd6fht8y	568	5	of	of	IN
cord-255762-qd6fht8y	568	6	e1.37	e1.37	NNP
cord-255762-qd6fht8y	568	7	,	,	,
cord-255762-qd6fht8y	568	8	our	-PRON-	PRP$
cord-255762-qd6fht8y	568	9	back	back	JJ
cord-255762-qd6fht8y	568	10	-	-	HYPH
cord-255762-qd6fht8y	568	11	of	of	IN
cord-255762-qd6fht8y	568	12	-	-	HYPH
cord-255762-qd6fht8y	568	13	the	the	DT
cord-255762-qd6fht8y	568	14	-	-	HYPH
cord-255762-qd6fht8y	568	15	envelope	envelope	NN
cord-255762-qd6fht8y	568	16	calculation	calculation	NN
cord-255762-qd6fht8y	568	17	shows	show	VBZ
cord-255762-qd6fht8y	568	18	that	that	IN
cord-255762-qd6fht8y	568	19	the	the	DT
cord-255762-qd6fht8y	568	20	average	average	JJ
cord-255762-qd6fht8y	568	21	price	price	NN
cord-255762-qd6fht8y	568	22	decreased	decrease	VBN
cord-255762-qd6fht8y	568	23	by	by	IN
cord-255762-qd6fht8y	568	24	e0.05	e0.05	NNP
cord-255762-qd6fht8y	568	25	,	,	,
cord-255762-qd6fht8y	568	26	or	or	CC
cord-255762-qd6fht8y	568	27	4	4	CD
cord-255762-qd6fht8y	568	28	%	%	NN
cord-255762-qd6fht8y	568	29	.	.	.
cord-255762-qd6fht8y	569	1	36	36	CD
cord-255762-qd6fht8y	570	1	This	this	DT
cord-255762-qd6fht8y	570	2	translates	translate	VBZ
cord-255762-qd6fht8y	570	3	into	into	IN
cord-255762-qd6fht8y	570	4	a	a	DT
cord-255762-qd6fht8y	570	5	reduction	reduction	NN
cord-255762-qd6fht8y	570	6	of	of	IN
cord-255762-qd6fht8y	570	7	e800	e800	NN
cord-255762-qd6fht8y	570	8	in	in	IN
cord-255762-qd6fht8y	570	9	a	a	DT
cord-255762-qd6fht8y	570	10	median	median	JJ
cord-255762-qd6fht8y	570	11	auction	auction	NN
cord-255762-qd6fht8y	570	12	with	with	IN
cord-255762-qd6fht8y	570	13	a	a	DT
cord-255762-qd6fht8y	570	14	total	total	JJ
cord-255762-qd6fht8y	570	15	cost	cost	NN
cord-255762-qd6fht8y	570	16	of	of	IN
cord-255762-qd6fht8y	570	17	e20,000	e20,000	NN
cord-255762-qd6fht8y	570	18	.	.	.
cord-255762-qd6fht8y	571	1	Particularly	particularly	RB
cord-255762-qd6fht8y	571	2	noteworthy	noteworthy	JJ
cord-255762-qd6fht8y	571	3	,	,	,
cord-255762-qd6fht8y	571	4	this	this	DT
cord-255762-qd6fht8y	571	5	overall	overall	JJ
cord-255762-qd6fht8y	571	6	result	result	NN
cord-255762-qd6fht8y	571	7	masks	mask	VBZ
cord-255762-qd6fht8y	571	8	a	a	DT
cord-255762-qd6fht8y	571	9	non	non	JJ
cord-255762-qd6fht8y	571	10	-	-	JJ
cord-255762-qd6fht8y	571	11	linear	linear	JJ
cord-255762-qd6fht8y	571	12	effect	effect	NN
cord-255762-qd6fht8y	571	13	of	of	IN
cord-255762-qd6fht8y	571	14	the	the	DT
cord-255762-qd6fht8y	571	15	reference	reference	NN
cord-255762-qd6fht8y	571	16	price	price	NN
cord-255762-qd6fht8y	571	17	on	on	IN
cord-255762-qd6fht8y	571	18	PBs	pb	NNS
cord-255762-qd6fht8y	571	19	with	with	IN
cord-255762-qd6fht8y	571	20	different	different	JJ
cord-255762-qd6fht8y	571	21	abilities	ability	NNS
cord-255762-qd6fht8y	572	1	:	:	:
cord-255762-qd6fht8y	572	2	we	-PRON-	PRP
cord-255762-qd6fht8y	572	3	found	find	VBD
cord-255762-qd6fht8y	572	4	that	that	IN
cord-255762-qd6fht8y	572	5	reference	reference	NN
cord-255762-qd6fht8y	572	6	prices	price	NNS
cord-255762-qd6fht8y	572	7	have	have	VBP
cord-255762-qd6fht8y	572	8	a	a	DT
cord-255762-qd6fht8y	572	9	significant	significant	JJ
cord-255762-qd6fht8y	572	10	negative	negative	JJ
cord-255762-qd6fht8y	572	11	effect	effect	NN
cord-255762-qd6fht8y	572	12	on	on	IN
cord-255762-qd6fht8y	572	13	high	high	JJ
cord-255762-qd6fht8y	572	14	-	-	HYPH
cord-255762-qd6fht8y	572	15	competence	competence	NN
cord-255762-qd6fht8y	572	16	PB	PB	NNP
cord-255762-qd6fht8y	572	17	purchasing	purchasing	NN
cord-255762-qd6fht8y	572	18	and	and	CC
cord-255762-qd6fht8y	572	19	a	a	DT
cord-255762-qd6fht8y	572	20	significant	significant	JJ
cord-255762-qd6fht8y	572	21	positive	positive	JJ
cord-255762-qd6fht8y	572	22	effect	effect	NN
cord-255762-qd6fht8y	572	23	on	on	IN
cord-255762-qd6fht8y	572	24	low	low	JJ
cord-255762-qd6fht8y	572	25	-	-	HYPH
cord-255762-qd6fht8y	572	26	competence	competence	NN
cord-255762-qd6fht8y	572	27	PB	PB	NNP
cord-255762-qd6fht8y	572	28	purchasing	purchasing	NN
cord-255762-qd6fht8y	572	29	.	.	.
cord-255762-qd6fht8y	573	1	According	accord	VBG
cord-255762-qd6fht8y	573	2	to	to	IN
cord-255762-qd6fht8y	573	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	573	4	back	back	JJ
cord-255762-qd6fht8y	573	5	-	-	HYPH
cord-255762-qd6fht8y	573	6	of	of	IN
cord-255762-qd6fht8y	573	7	-	-	HYPH
cord-255762-qd6fht8y	573	8	the	the	DT
cord-255762-qd6fht8y	573	9	-	-	HYPH
cord-255762-qd6fht8y	573	10	envelope	envelope	NN
cord-255762-qd6fht8y	573	11	calculation	calculation	NN
cord-255762-qd6fht8y	573	12	,	,	,
cord-255762-qd6fht8y	573	13	the	the	DT
cord-255762-qd6fht8y	573	14	effect	effect	NN
cord-255762-qd6fht8y	573	15	of	of	IN
cord-255762-qd6fht8y	573	16	the	the	DT
cord-255762-qd6fht8y	573	17	reference	reference	NN
cord-255762-qd6fht8y	573	18	price	price	NN
cord-255762-qd6fht8y	573	19	ranges	range	VBZ
cord-255762-qd6fht8y	573	20	from	from	IN
cord-255762-qd6fht8y	573	21	a	a	DT
cord-255762-qd6fht8y	573	22	e0.25	e0.25	NN
cord-255762-qd6fht8y	573	23	(	(	-LRB-
cord-255762-qd6fht8y	573	24	18.12	18.12	CD
cord-255762-qd6fht8y	573	25	%	%	NN
cord-255762-qd6fht8y	573	26	)	)	-RRB-
cord-255762-qd6fht8y	573	27	average	average	JJ
cord-255762-qd6fht8y	573	28	price	price	NN
cord-255762-qd6fht8y	573	29	decrease	decrease	NN
cord-255762-qd6fht8y	573	30	for	for	IN
cord-255762-qd6fht8y	573	31	low	low	JJ
cord-255762-qd6fht8y	573	32	-	-	HYPH
cord-255762-qd6fht8y	573	33	competence	competence	NN
cord-255762-qd6fht8y	573	34	PBs	pb	NNS
cord-255762-qd6fht8y	573	35	to	to	IN
cord-255762-qd6fht8y	573	36	a	a	DT
cord-255762-qd6fht8y	573	37	e0.12	e0.12	NN
cord-255762-qd6fht8y	573	38	(	(	-LRB-
cord-255762-qd6fht8y	573	39	8.48	8.48	CD
cord-255762-qd6fht8y	573	40	%	%	NN
cord-255762-qd6fht8y	573	41	)	)	-RRB-
cord-255762-qd6fht8y	573	42	average	average	JJ
cord-255762-qd6fht8y	573	43	price	price	NN
cord-255762-qd6fht8y	573	44	increase	increase	NN
cord-255762-qd6fht8y	573	45	for	for	IN
cord-255762-qd6fht8y	573	46	high	high	JJ
cord-255762-qd6fht8y	573	47	-	-	HYPH
cord-255762-qd6fht8y	573	48	competence	competence	NN
cord-255762-qd6fht8y	573	49	PBs	pb	NNS
cord-255762-qd6fht8y	573	50	.	.	.
cord-255762-qd6fht8y	574	1	37	37	CD
cord-255762-qd6fht8y	575	1	This	this	DT
cord-255762-qd6fht8y	575	2	finding	finding	NN
cord-255762-qd6fht8y	575	3	regarding	regard	VBG
cord-255762-qd6fht8y	575	4	the	the	DT
cord-255762-qd6fht8y	575	5	effect	effect	NN
cord-255762-qd6fht8y	575	6	of	of	IN
cord-255762-qd6fht8y	575	7	reference	reference	NN
cord-255762-qd6fht8y	575	8	prices	price	NNS
cord-255762-qd6fht8y	575	9	is	be	VBZ
cord-255762-qd6fht8y	575	10	not	not	RB
cord-255762-qd6fht8y	575	11	free	free	JJ
cord-255762-qd6fht8y	575	12	of	of	IN
cord-255762-qd6fht8y	575	13	limitations	limitation	NNS
cord-255762-qd6fht8y	575	14	.	.	.
cord-255762-qd6fht8y	576	1	Indeed	indeed	RB
cord-255762-qd6fht8y	576	2	,	,	,
cord-255762-qd6fht8y	576	3	it	-PRON-	PRP
cord-255762-qd6fht8y	576	4	relies	rely	VBZ
cord-255762-qd6fht8y	576	5	on	on	IN
cord-255762-qd6fht8y	576	6	a	a	DT
cord-255762-qd6fht8y	576	7	before	before	IN
cord-255762-qd6fht8y	576	8	-	-	HYPH
cord-255762-qd6fht8y	576	9	andafter	andafter	NN
cord-255762-qd6fht8y	576	10	analysis	analysis	NN
cord-255762-qd6fht8y	576	11	which	which	WDT
cord-255762-qd6fht8y	576	12	compares	compare	VBZ
cord-255762-qd6fht8y	576	13	medical	medical	JJ
cord-255762-qd6fht8y	576	14	device	device	NN
cord-255762-qd6fht8y	576	15	purchases	purchase	NNS
cord-255762-qd6fht8y	576	16	in	in	IN
cord-255762-qd6fht8y	576	17	two	two	CD
cord-255762-qd6fht8y	576	18	periods	period	NNS
cord-255762-qd6fht8y	576	19	,	,	,
cord-255762-qd6fht8y	576	20	with	with	IN
cord-255762-qd6fht8y	576	21	and	and	CC
cord-255762-qd6fht8y	576	22	without	without	IN
cord-255762-qd6fht8y	576	23	reference	reference	NN
cord-255762-qd6fht8y	576	24	prices	price	NNS
cord-255762-qd6fht8y	576	25	.	.	.
cord-255762-qd6fht8y	577	1	Hence	hence	RB
cord-255762-qd6fht8y	577	2	bias	bias	NN
cord-255762-qd6fht8y	577	3	may	may	MD
cord-255762-qd6fht8y	577	4	arise	arise	VB
cord-255762-qd6fht8y	577	5	if	if	IN
cord-255762-qd6fht8y	577	6	events	event	NNS
cord-255762-qd6fht8y	577	7	not	not	RB
cord-255762-qd6fht8y	577	8	controlled	control	VBN
cord-255762-qd6fht8y	577	9	for	for	IN
cord-255762-qd6fht8y	577	10	in	in	IN
cord-255762-qd6fht8y	577	11	the	the	DT
cord-255762-qd6fht8y	577	12	regression	regression	NN
cord-255762-qd6fht8y	577	13	analysis	analysis	NN
cord-255762-qd6fht8y	577	14	take	take	VBP
cord-255762-qd6fht8y	577	15	place	place	NN
cord-255762-qd6fht8y	577	16	in	in	IN
cord-255762-qd6fht8y	577	17	one	one	CD
cord-255762-qd6fht8y	577	18	only	only	RB
cord-255762-qd6fht8y	577	19	of	of	IN
cord-255762-qd6fht8y	577	20	the	the	DT
cord-255762-qd6fht8y	577	21	two	two	CD
cord-255762-qd6fht8y	577	22	periods	period	NNS
cord-255762-qd6fht8y	577	23	.	.	.
cord-255762-qd6fht8y	578	1	To	to	TO
cord-255762-qd6fht8y	578	2	remove	remove	VB
cord-255762-qd6fht8y	578	3	any	any	DT
cord-255762-qd6fht8y	578	4	bias	bias	NN
cord-255762-qd6fht8y	578	5	,	,	,
cord-255762-qd6fht8y	578	6	in	in	IN
cord-255762-qd6fht8y	578	7	Appendix	Appendix	NNP
cord-255762-qd6fht8y	578	8	A.5	A.5	NNP
cord-255762-qd6fht8y	578	9	we	-PRON-	PRP
cord-255762-qd6fht8y	578	10	compare	compare	VBP
cord-255762-qd6fht8y	578	11	our	-PRON-	PRP$
cord-255762-qd6fht8y	578	12	findings	finding	NNS
cord-255762-qd6fht8y	578	13	for	for	IN
cord-255762-qd6fht8y	578	14	medical	medical	JJ
cord-255762-qd6fht8y	578	15	devices	device	NNS
cord-255762-qd6fht8y	578	16	with	with	IN
cord-255762-qd6fht8y	578	17	those	those	DT
cord-255762-qd6fht8y	578	18	from	from	IN
cord-255762-qd6fht8y	578	19	a	a	DT
cord-255762-qd6fht8y	578	20	control	control	NN
cord-255762-qd6fht8y	578	21	group	group	NN
cord-255762-qd6fht8y	578	22	of	of	IN
cord-255762-qd6fht8y	578	23	drugs	drug	NNS
cord-255762-qd6fht8y	578	24	(	(	-LRB-
cord-255762-qd6fht8y	578	25	no	no	RB
cord-255762-qd6fht8y	578	26	longer	long	RBR
cord-255762-qd6fht8y	578	27	covered	cover	VBN
cord-255762-qd6fht8y	578	28	by	by	IN
cord-255762-qd6fht8y	578	29	patent	patent	NN
cord-255762-qd6fht8y	578	30	)	)	-RRB-
cord-255762-qd6fht8y	578	31	for	for	IN
cord-255762-qd6fht8y	578	32	which	which	WDT
cord-255762-qd6fht8y	578	33	reference	reference	NN
cord-255762-qd6fht8y	578	34	prices	price	NNS
cord-255762-qd6fht8y	578	35	were	be	VBD
cord-255762-qd6fht8y	578	36	not	not	RB
cord-255762-qd6fht8y	578	37	abolished	abolish	VBN
cord-255762-qd6fht8y	578	38	in	in	IN
cord-255762-qd6fht8y	578	39	the	the	DT
cord-255762-qd6fht8y	578	40	period	period	NN
cord-255762-qd6fht8y	578	41	considered	consider	VBN
cord-255762-qd6fht8y	578	42	.	.	.
cord-255762-qd6fht8y	579	1	Our	-PRON-	PRP$
cord-255762-qd6fht8y	579	2	benchmark	benchmark	NN
cord-255762-qd6fht8y	579	3	finding	finding	NN
cord-255762-qd6fht8y	579	4	was	be	VBD
cord-255762-qd6fht8y	579	5	supported	support	VBN
cord-255762-qd6fht8y	579	6	by	by	IN
cord-255762-qd6fht8y	579	7	these	these	DT
cord-255762-qd6fht8y	579	8	further	further	JJ
cord-255762-qd6fht8y	579	9	results	result	NNS
cord-255762-qd6fht8y	579	10	.	.	.
cord-255762-qd6fht8y	580	1	38	38	CD
cord-255762-qd6fht8y	581	1	In	in	IN
cord-255762-qd6fht8y	581	2	a	a	DT
cord-255762-qd6fht8y	581	3	period	period	NN
cord-255762-qd6fht8y	581	4	in	in	IN
cord-255762-qd6fht8y	581	5	which	which	WDT
cord-255762-qd6fht8y	581	6	,	,	,
cord-255762-qd6fht8y	581	7	both	both	DT
cord-255762-qd6fht8y	581	8	in	in	IN
cord-255762-qd6fht8y	581	9	Europe	Europe	NNP
cord-255762-qd6fht8y	581	10	and	and	CC
cord-255762-qd6fht8y	581	11	the	the	DT
cord-255762-qd6fht8y	581	12	US	US	NNP
cord-255762-qd6fht8y	581	13	,	,	,
cord-255762-qd6fht8y	581	14	policymakers	policymaker	NNS
cord-255762-qd6fht8y	581	15	are	be	VBP
cord-255762-qd6fht8y	581	16	increasingly	increasingly	RB
cord-255762-qd6fht8y	581	17	relying	rely	VBG
cord-255762-qd6fht8y	581	18	on	on	IN
cord-255762-qd6fht8y	581	19	regulatory	regulatory	JJ
cord-255762-qd6fht8y	581	20	policies	policy	NNS
cord-255762-qd6fht8y	581	21	for	for	IN
cord-255762-qd6fht8y	581	22	medical	medical	JJ
cord-255762-qd6fht8y	581	23	devices	device	NNS
cord-255762-qd6fht8y	581	24	to	to	TO
cord-255762-qd6fht8y	581	25	improve	improve	VB
cord-255762-qd6fht8y	581	26	procurement	procurement	NN
cord-255762-qd6fht8y	581	27	efficiency	efficiency	NN
cord-255762-qd6fht8y	581	28	,	,	,
cord-255762-qd6fht8y	581	29	our	-PRON-	PRP$
cord-255762-qd6fht8y	581	30	results	result	NNS
cord-255762-qd6fht8y	581	31	show	show	VBP
cord-255762-qd6fht8y	581	32	that	that	IN
cord-255762-qd6fht8y	581	33	PB	PB	NNP
cord-255762-qd6fht8y	581	34	discretion	discretion	NN
cord-255762-qd6fht8y	581	35	should	should	MD
cord-255762-qd6fht8y	581	36	be	be	VB
cord-255762-qd6fht8y	581	37	considered	consider	VBN
cord-255762-qd6fht8y	581	38	along	along	IN
cord-255762-qd6fht8y	581	39	with	with	IN
cord-255762-qd6fht8y	581	40	each	each	DT
cord-255762-qd6fht8y	581	41	PB	PB	NNP
cord-255762-qd6fht8y	581	42	competence	competence	NN
cord-255762-qd6fht8y	581	43	in	in	IN
cord-255762-qd6fht8y	581	44	managing	manage	VBG
cord-255762-qd6fht8y	581	45	the	the	DT
cord-255762-qd6fht8y	581	46	process	process	NN
cord-255762-qd6fht8y	581	47	.	.	.
cord-255762-qd6fht8y	582	1	Specifically	specifically	RB
cord-255762-qd6fht8y	582	2	referring	refer	VBG
cord-255762-qd6fht8y	582	3	to	to	IN
cord-255762-qd6fht8y	582	4	the	the	DT
cord-255762-qd6fht8y	582	5	impacts	impact	NNS
cord-255762-qd6fht8y	582	6	of	of	IN
cord-255762-qd6fht8y	582	7	mandatory	mandatory	JJ
cord-255762-qd6fht8y	582	8	reference	reference	NN
cord-255762-qd6fht8y	582	9	prices	price	NNS
cord-255762-qd6fht8y	582	10	on	on	IN
cord-255762-qd6fht8y	582	11	PB	PB	NNP
cord-255762-qd6fht8y	582	12	competence	competence	NN
cord-255762-qd6fht8y	582	13	,	,	,
cord-255762-qd6fht8y	582	14	our	-PRON-	PRP$
cord-255762-qd6fht8y	582	15	results	result	NNS
cord-255762-qd6fht8y	582	16	suggest	suggest	VBP
cord-255762-qd6fht8y	582	17	a	a	DT
cord-255762-qd6fht8y	582	18	move	move	NN
cord-255762-qd6fht8y	582	19	towards	towards	IN
cord-255762-qd6fht8y	582	20	a	a	DT
cord-255762-qd6fht8y	582	21	discriminatory	discriminatory	JJ
cord-255762-qd6fht8y	582	22	approach	approach	NN
cord-255762-qd6fht8y	583	1	-implementing	-implemente	VBG
cord-255762-qd6fht8y	583	2	mandatory	mandatory	JJ
cord-255762-qd6fht8y	583	3	requirements	requirement	NNS
cord-255762-qd6fht8y	583	4	only	only	RB
cord-255762-qd6fht8y	583	5	for	for	IN
cord-255762-qd6fht8y	583	6	PBs	pb	NNS
cord-255762-qd6fht8y	583	7	performing	perform	VBG
cord-255762-qd6fht8y	583	8	below	below	IN
cord-255762-qd6fht8y	583	9	a	a	DT
cord-255762-qd6fht8y	583	10	given	give	VBN
cord-255762-qd6fht8y	583	11	benchmark	benchmark	NN
cord-255762-qd6fht8y	583	12	.	.	.
cord-255762-qd6fht8y	584	1	Note	note	VB
cord-255762-qd6fht8y	584	2	that	that	IN
cord-255762-qd6fht8y	584	3	our	-PRON-	PRP$
cord-255762-qd6fht8y	584	4	results	result	NNS
cord-255762-qd6fht8y	584	5	were	be	VBD
cord-255762-qd6fht8y	584	6	obtained	obtain	VBN
cord-255762-qd6fht8y	584	7	in	in	IN
cord-255762-qd6fht8y	584	8	a	a	DT
cord-255762-qd6fht8y	584	9	procurement	procurement	NN
cord-255762-qd6fht8y	584	10	setting	set	VBG
cord-255762-qd6fht8y	584	11	with	with	IN
cord-255762-qd6fht8y	584	12	standardised	standardised	JJ
cord-255762-qd6fht8y	584	13	and	and	CC
cord-255762-qd6fht8y	584	14	simple	simple	JJ
cord-255762-qd6fht8y	584	15	items	item	NNS
cord-255762-qd6fht8y	584	16	.	.	.
cord-255762-qd6fht8y	585	1	Considerations	consideration	NNS
cord-255762-qd6fht8y	585	2	of	of	IN
cord-255762-qd6fht8y	585	3	PB	PB	NNP
cord-255762-qd6fht8y	585	4	competence	competence	NN
cord-255762-qd6fht8y	585	5	and	and	CC
cord-255762-qd6fht8y	585	6	discretion	discretion	NN
cord-255762-qd6fht8y	585	7	would	would	MD
cord-255762-qd6fht8y	585	8	be	be	VB
cord-255762-qd6fht8y	585	9	even	even	RB
cord-255762-qd6fht8y	585	10	more	more	RBR
cord-255762-qd6fht8y	585	11	relevant	relevant	JJ
cord-255762-qd6fht8y	585	12	regarding	regard	VBG
cord-255762-qd6fht8y	585	13	policies	policy	NNS
cord-255762-qd6fht8y	585	14	designed	design	VBN
cord-255762-qd6fht8y	585	15	for	for	IN
cord-255762-qd6fht8y	585	16	the	the	DT
cord-255762-qd6fht8y	585	17	procurement	procurement	NN
cord-255762-qd6fht8y	585	18	of	of	IN
cord-255762-qd6fht8y	585	19	more	more	JJR
cord-255762-qd6fht8y	585	20	complex	complex	JJ
cord-255762-qd6fht8y	585	21	items	item	NNS
cord-255762-qd6fht8y	585	22	(	(	-LRB-
cord-255762-qd6fht8y	585	23	Kelmann	Kelmann	NNP
cord-255762-qd6fht8y	585	24	,	,	,
cord-255762-qd6fht8y	585	25	1990	1990	CD
cord-255762-qd6fht8y	585	26	)	)	-RRB-
cord-255762-qd6fht8y	585	27	.	.	.
cord-255762-qd6fht8y	586	1	35	35	CD
cord-255762-qd6fht8y	586	2	Note	note	VB
cord-255762-qd6fht8y	586	3	that	that	IN
cord-255762-qd6fht8y	586	4	the	the	DT
cord-255762-qd6fht8y	586	5	centralisation	centralisation	NN
cord-255762-qd6fht8y	586	6	of	of	IN
cord-255762-qd6fht8y	586	7	purchasing	purchase	VBG
cord-255762-qd6fht8y	586	8	for	for	IN
cord-255762-qd6fht8y	586	9	medical	medical	JJ
cord-255762-qd6fht8y	586	10	devices	device	NNS
cord-255762-qd6fht8y	586	11	might	may	MD
cord-255762-qd6fht8y	586	12	be	be	VB
cord-255762-qd6fht8y	586	13	life	life	NN
cord-255762-qd6fht8y	586	14	-	-	HYPH
cord-255762-qd6fht8y	586	15	saving	save	VBG
cord-255762-qd6fht8y	586	16	in	in	IN
cord-255762-qd6fht8y	586	17	some	some	DT
cord-255762-qd6fht8y	586	18	countries	country	NNS
cord-255762-qd6fht8y	586	19	during	during	IN
cord-255762-qd6fht8y	586	20	crises	crisis	NNS
cord-255762-qd6fht8y	586	21	such	such	JJ
cord-255762-qd6fht8y	586	22	as	as	IN
cord-255762-qd6fht8y	586	23	the	the	DT
cord-255762-qd6fht8y	586	24	recent	recent	JJ
cord-255762-qd6fht8y	586	25	Covid-19	covid-19	NN
cord-255762-qd6fht8y	586	26	pandemic	pandemic	NN
cord-255762-qd6fht8y	586	27	.	.	.
cord-255762-qd6fht8y	587	1	Espitia	Espitia	NNP
cord-255762-qd6fht8y	587	2	et	et	NNP
cord-255762-qd6fht8y	587	3	al	al	NNP
cord-255762-qd6fht8y	587	4	.	.	.
cord-255762-qd6fht8y	588	1	(	(	-LRB-
cord-255762-qd6fht8y	588	2	2020	2020	CD
cord-255762-qd6fht8y	588	3	)	)	-RRB-
cord-255762-qd6fht8y	588	4	estimate	estimate	NN
cord-255762-qd6fht8y	588	5	that	that	WDT
cord-255762-qd6fht8y	588	6	surges	surge	VBZ
cord-255762-qd6fht8y	588	7	in	in	IN
cord-255762-qd6fht8y	588	8	demand	demand	NN
cord-255762-qd6fht8y	588	9	for	for	IN
cord-255762-qd6fht8y	588	10	critical	critical	JJ
cord-255762-qd6fht8y	588	11	Covid-19	covid-19	NN
cord-255762-qd6fht8y	588	12	products	product	NNS
cord-255762-qd6fht8y	588	13	(	(	-LRB-
cord-255762-qd6fht8y	588	14	e.g.	e.g.	IN
cord-255762-qd6fht8y	588	15	masks	mask	NNS
cord-255762-qd6fht8y	588	16	,	,	,
cord-255762-qd6fht8y	588	17	gloves	glove	NNS
cord-255762-qd6fht8y	588	18	,	,	,
cord-255762-qd6fht8y	588	19	aprons	apron	NNS
cord-255762-qd6fht8y	588	20	,	,	,
cord-255762-qd6fht8y	588	21	suits	suit	NNS
cord-255762-qd6fht8y	588	22	,	,	,
cord-255762-qd6fht8y	588	23	ventilators	ventilator	NNS
cord-255762-qd6fht8y	588	24	,	,	,
cord-255762-qd6fht8y	588	25	etc	etc	FW
cord-255762-qd6fht8y	588	26	.	.	.
cord-255762-qd6fht8y	588	27	)	)	-RRB-
cord-255762-qd6fht8y	588	28	and	and	CC
cord-255762-qd6fht8y	588	29	export	export	NN
cord-255762-qd6fht8y	588	30	restrictions	restriction	NNS
cord-255762-qd6fht8y	588	31	on	on	IN
cord-255762-qd6fht8y	588	32	leading	lead	VBG
cord-255762-qd6fht8y	588	33	producers	producer	NNS
cord-255762-qd6fht8y	588	34	will	will	MD
cord-255762-qd6fht8y	588	35	drive	drive	VB
cord-255762-qd6fht8y	588	36	up	up	RP
cord-255762-qd6fht8y	588	37	prices	price	NNS
cord-255762-qd6fht8y	588	38	by	by	IN
cord-255762-qd6fht8y	588	39	23	23	CD
cord-255762-qd6fht8y	588	40	%	%	NN
cord-255762-qd6fht8y	588	41	on	on	IN
cord-255762-qd6fht8y	588	42	average	average	JJ
cord-255762-qd6fht8y	588	43	(	(	-LRB-
cord-255762-qd6fht8y	588	44	aprons	apron	NNS
cord-255762-qd6fht8y	588	45	and	and	CC
cord-255762-qd6fht8y	588	46	masks	mask	NNS
cord-255762-qd6fht8y	588	47	recording	record	VBG
cord-255762-qd6fht8y	588	48	52	52	CD
cord-255762-qd6fht8y	588	49	%	%	NN
cord-255762-qd6fht8y	588	50	and	and	CC
cord-255762-qd6fht8y	588	51	40	40	CD
cord-255762-qd6fht8y	588	52	%	%	NN
cord-255762-qd6fht8y	588	53	increase	increase	NN
cord-255762-qd6fht8y	588	54	,	,	,
cord-255762-qd6fht8y	588	55	respectively	respectively	RB
cord-255762-qd6fht8y	588	56	)	)	-RRB-
cord-255762-qd6fht8y	588	57	,	,	,
cord-255762-qd6fht8y	588	58	with	with	IN
cord-255762-qd6fht8y	588	59	critical	critical	JJ
cord-255762-qd6fht8y	588	60	effects	effect	NNS
cord-255762-qd6fht8y	588	61	(	(	-LRB-
cord-255762-qd6fht8y	588	62	very	very	RB
cord-255762-qd6fht8y	588	63	limited	limited	JJ
cord-255762-qd6fht8y	588	64	or	or	CC
cord-255762-qd6fht8y	588	65	no	no	DT
cord-255762-qd6fht8y	588	66	access	access	NN
cord-255762-qd6fht8y	588	67	to	to	IN
cord-255762-qd6fht8y	588	68	medical	medical	JJ
cord-255762-qd6fht8y	588	69	devices	device	NNS
cord-255762-qd6fht8y	588	70	)	)	-RRB-
cord-255762-qd6fht8y	588	71	in	in	IN
cord-255762-qd6fht8y	588	72	developing	develop	VBG
cord-255762-qd6fht8y	588	73	countries	country	NNS
cord-255762-qd6fht8y	588	74	.	.	.
cord-255762-qd6fht8y	589	1	There	there	RB
cord-255762-qd6fht8y	589	2	,	,	,
cord-255762-qd6fht8y	589	3	the	the	DT
cord-255762-qd6fht8y	589	4	centralisation	centralisation	NN
cord-255762-qd6fht8y	589	5	of	of	IN
cord-255762-qd6fht8y	589	6	procurement	procurement	NN
cord-255762-qd6fht8y	589	7	for	for	IN
cord-255762-qd6fht8y	589	8	medical	medical	JJ
cord-255762-qd6fht8y	589	9	devices	device	NNS
cord-255762-qd6fht8y	589	10	could	could	MD
cord-255762-qd6fht8y	589	11	also	also	RB
cord-255762-qd6fht8y	589	12	address	address	VB
cord-255762-qd6fht8y	589	13	-in	-in	IN
cord-255762-qd6fht8y	589	14	addition	addition	NN
cord-255762-qd6fht8y	589	15	to	to	TO
cord-255762-qd6fht8y	589	16	price	price	NN
cord-255762-qd6fht8y	589	17	control	control	NN
cord-255762-qd6fht8y	589	18	-the	-the	DT
cord-255762-qd6fht8y	589	19	issue	issue	NN
cord-255762-qd6fht8y	589	20	of	of	IN
cord-255762-qd6fht8y	589	21	coordinating	coordinate	VBG
cord-255762-qd6fht8y	589	22	international	international	JJ
cord-255762-qd6fht8y	589	23	trade	trade	NN
cord-255762-qd6fht8y	589	24	policy	policy	NN
cord-255762-qd6fht8y	589	25	for	for	IN
cord-255762-qd6fht8y	589	26	these	these	DT
cord-255762-qd6fht8y	589	27	products	product	NNS
cord-255762-qd6fht8y	589	28	.	.	.
cord-255762-qd6fht8y	590	1	36	36	CD
cord-255762-qd6fht8y	591	1	This	this	DT
cord-255762-qd6fht8y	591	2	calculation	calculation	NN
cord-255762-qd6fht8y	591	3	is	be	VBZ
cord-255762-qd6fht8y	591	4	based	base	VBN
cord-255762-qd6fht8y	591	5	on	on	IN
cord-255762-qd6fht8y	591	6	predictions	prediction	NNS
cord-255762-qd6fht8y	591	7	of	of	IN
cord-255762-qd6fht8y	591	8	the	the	DT
cord-255762-qd6fht8y	591	9	price	price	NN
cord-255762-qd6fht8y	591	10	/	/	SYM
cord-255762-qd6fht8y	591	11	cost	cost	NN
cord-255762-qd6fht8y	591	12	difference	difference	NN
cord-255762-qd6fht8y	591	13	from	from	IN
cord-255762-qd6fht8y	591	14	Column	column	NN
cord-255762-qd6fht8y	591	15	(	(	-LRB-
cord-255762-qd6fht8y	591	16	1	1	CD
cord-255762-qd6fht8y	591	17	)	)	-RRB-
cord-255762-qd6fht8y	591	18	,	,	,
cord-255762-qd6fht8y	591	19	Table	Table	NNP
cord-255762-qd6fht8y	591	20	6	6	CD
cord-255762-qd6fht8y	591	21	.	.	.
cord-255762-qd6fht8y	592	1	We	-PRON-	PRP
cord-255762-qd6fht8y	592	2	obtain	obtain	VBP
cord-255762-qd6fht8y	592	3	:	:	:
cord-255762-qd6fht8y	592	4	(	(	-LRB-
cord-255762-qd6fht8y	592	5	exp	exp	NN
cord-255762-qd6fht8y	592	6	(	(	-LRB-
cord-255762-qd6fht8y	592	7	−1.894	−1.894	NNP
cord-255762-qd6fht8y	592	8	−	−	NNP
cord-255762-qd6fht8y	592	9	0.450	0.450	CD
cord-255762-qd6fht8y	592	10	)	)	-RRB-
cord-255762-qd6fht8y	593	1	−	−	NNP
cord-255762-qd6fht8y	593	2	exp	exp	NN
cord-255762-qd6fht8y	593	3	(	(	-LRB-
cord-255762-qd6fht8y	593	4	−1.894	−1.894	NNP
cord-255762-qd6fht8y	593	5	)	)	-RRB-
cord-255762-qd6fht8y	593	6	)	)	-RRB-
cord-255762-qd6fht8y	594	1	/1.37	/1.37	.
cord-255762-qd6fht8y	595	1	=	=	NFP
cord-255762-qd6fht8y	596	1	−0.040	−0.040	ADD
cord-255762-qd6fht8y	596	2	.	.	.
cord-255762-qd6fht8y	597	1	37	37	CD
cord-255762-qd6fht8y	598	1	These	these	DT
cord-255762-qd6fht8y	598	2	calculations	calculation	NNS
cord-255762-qd6fht8y	598	3	are	be	VBP
cord-255762-qd6fht8y	598	4	based	base	VBN
cord-255762-qd6fht8y	598	5	on	on	IN
cord-255762-qd6fht8y	598	6	predictions	prediction	NNS
cord-255762-qd6fht8y	598	7	of	of	IN
cord-255762-qd6fht8y	598	8	the	the	DT
cord-255762-qd6fht8y	598	9	price	price	NN
cord-255762-qd6fht8y	598	10	/	/	SYM
cord-255762-qd6fht8y	598	11	cost	cost	NN
cord-255762-qd6fht8y	598	12	difference	difference	NN
cord-255762-qd6fht8y	598	13	from	from	IN
cord-255762-qd6fht8y	598	14	Column	column	NN
cord-255762-qd6fht8y	598	15	(	(	-LRB-
cord-255762-qd6fht8y	598	16	2	2	CD
cord-255762-qd6fht8y	598	17	)	)	-RRB-
cord-255762-qd6fht8y	598	18	and	and	CC
cord-255762-qd6fht8y	598	19	(	(	-LRB-
cord-255762-qd6fht8y	598	20	5	5	LS
cord-255762-qd6fht8y	598	21	)	)	-RRB-
cord-255762-qd6fht8y	598	22	,	,	,
cord-255762-qd6fht8y	598	23	Table	Table	NNP
cord-255762-qd6fht8y	598	24	6	6	CD
cord-255762-qd6fht8y	598	25	.	.	.
cord-255762-qd6fht8y	599	1	Low	low	JJ
cord-255762-qd6fht8y	599	2	-	-	HYPH
cord-255762-qd6fht8y	599	3	and	and	CC
cord-255762-qd6fht8y	599	4	high	high	JJ
cord-255762-qd6fht8y	599	5	-	-	HYPH
cord-255762-qd6fht8y	599	6	competence	competence	NN
cord-255762-qd6fht8y	599	7	PBs	pb	NNS
cord-255762-qd6fht8y	599	8	are	be	VBP
cord-255762-qd6fht8y	599	9	defined	define	VBN
cord-255762-qd6fht8y	599	10	in	in	IN
cord-255762-qd6fht8y	599	11	−	−	NNP
cord-255762-qd6fht8y	599	12	respectively	respectively	RB
cord-255762-qd6fht8y	599	13	−	−	NNP
cord-255762-qd6fht8y	599	14	as	as	IN
cord-255762-qd6fht8y	599	15	the	the	DT
cord-255762-qd6fht8y	599	16	1st	1st	NN
cord-255762-qd6fht8y	599	17	and	and	CC
cord-255762-qd6fht8y	599	18	the	the	DT
cord-255762-qd6fht8y	599	19	4st	4st	JJ
cord-255762-qd6fht8y	599	20	quartile	quartile	NN
cord-255762-qd6fht8y	599	21	of	of	IN
cord-255762-qd6fht8y	599	22	the	the	DT
cord-255762-qd6fht8y	599	23	overall	overall	JJ
cord-255762-qd6fht8y	599	24	PB	PB	NNP
cord-255762-qd6fht8y	599	25	competence	competence	NN
cord-255762-qd6fht8y	599	26	.	.	.
cord-255762-qd6fht8y	600	1	38	38	CD
cord-255762-qd6fht8y	601	1	We	-PRON-	PRP
cord-255762-qd6fht8y	601	2	are	be	VBP
cord-255762-qd6fht8y	601	3	grateful	grateful	JJ
cord-255762-qd6fht8y	601	4	to	to	IN
cord-255762-qd6fht8y	601	5	the	the	DT
cord-255762-qd6fht8y	601	6	Editor	Editor	NNP
cord-255762-qd6fht8y	601	7	,	,	,
cord-255762-qd6fht8y	601	8	Prof.	Prof.	NNP
cord-255762-qd6fht8y	601	9	Owen	Owen	NNP
cord-255762-qd6fht8y	601	10	O'Donnell	O'Donnell	NNP
cord-255762-qd6fht8y	601	11	,	,	,
cord-255762-qd6fht8y	601	12	for	for	IN
cord-255762-qd6fht8y	601	13	suggesting	suggest	VBG
cord-255762-qd6fht8y	601	14	this	this	DT
cord-255762-qd6fht8y	601	15	test	test	NN
cord-255762-qd6fht8y	601	16	.	.	.
cord-255762-qd6fht8y	602	1	Note	note	VB
cord-255762-qd6fht8y	602	2	that	that	IN
cord-255762-qd6fht8y	602	3	drug	drug	NN
cord-255762-qd6fht8y	602	4	data	datum	NNS
cord-255762-qd6fht8y	602	5	do	do	VBP
cord-255762-qd6fht8y	602	6	not	not	RB
cord-255762-qd6fht8y	602	7	give	give	VB
cord-255762-qd6fht8y	602	8	rise	rise	NN
cord-255762-qd6fht8y	602	9	to	to	IN
cord-255762-qd6fht8y	602	10	the	the	DT
cord-255762-qd6fht8y	602	11	structural	structural	JJ
cord-255762-qd6fht8y	602	12	estimation	estimation	NN
cord-255762-qd6fht8y	602	13	of	of	IN
cord-255762-qd6fht8y	602	14	marginal	marginal	JJ
cord-255762-qd6fht8y	602	15	costs	cost	NNS
cord-255762-qd6fht8y	602	16	.	.	.
cord-255762-qd6fht8y	603	1	Future	future	JJ
cord-255762-qd6fht8y	603	2	research	research	NN
cord-255762-qd6fht8y	603	3	may	may	MD
cord-255762-qd6fht8y	603	4	replicate	replicate	VB
cord-255762-qd6fht8y	603	5	our	-PRON-	PRP$
cord-255762-qd6fht8y	603	6	benchmark	benchmark	JJ
cord-255762-qd6fht8y	603	7	analysis	analysis	NN
cord-255762-qd6fht8y	603	8	with	with	IN
cord-255762-qd6fht8y	603	9	a	a	DT
cord-255762-qd6fht8y	603	10	richer	rich	JJR
cord-255762-qd6fht8y	603	11	dataset	dataset	NN
cord-255762-qd6fht8y	603	12	.	.	.
cord-255762-qd6fht8y	604	1	Given	give	VBN
cord-255762-qd6fht8y	604	2	the	the	DT
cord-255762-qd6fht8y	604	3	high	high	JJ
cord-255762-qd6fht8y	604	4	value	value	NN
cord-255762-qd6fht8y	604	5	of	of	IN
cord-255762-qd6fht8y	604	6	European	european	JJ
cord-255762-qd6fht8y	604	7	public	public	JJ
cord-255762-qd6fht8y	604	8	procurement	procurement	NN
cord-255762-qd6fht8y	604	9	in	in	IN
cord-255762-qd6fht8y	604	10	the	the	DT
cord-255762-qd6fht8y	604	11	healthcare	healthcare	NN
cord-255762-qd6fht8y	604	12	sector	sector	NN
cord-255762-qd6fht8y	604	13	(	(	-LRB-
cord-255762-qd6fht8y	604	14	both	both	DT
cord-255762-qd6fht8y	604	15	for	for	IN
cord-255762-qd6fht8y	604	16	standard	standard	JJ
cord-255762-qd6fht8y	604	17	and	and	CC
cord-255762-qd6fht8y	604	18	non	non	JJ
cord-255762-qd6fht8y	604	19	-	-	JJ
cord-255762-qd6fht8y	604	20	standard	standard	JJ
cord-255762-qd6fht8y	604	21	items	item	NNS
cord-255762-qd6fht8y	604	22	)	)	-RRB-
cord-255762-qd6fht8y	604	23	and	and	CC
cord-255762-qd6fht8y	604	24	the	the	DT
cord-255762-qd6fht8y	604	25	core	core	NN
cord-255762-qd6fht8y	604	26	relevance	relevance	NN
cord-255762-qd6fht8y	604	27	of	of	IN
cord-255762-qd6fht8y	604	28	the	the	DT
cord-255762-qd6fht8y	604	29	sector	sector	NN
cord-255762-qd6fht8y	604	30	in	in	IN
cord-255762-qd6fht8y	604	31	the	the	DT
cord-255762-qd6fht8y	604	32	Europe	Europe	NNP
cord-255762-qd6fht8y	604	33	2020	2020	CD
cord-255762-qd6fht8y	604	34	strategy	strategy	NN
cord-255762-qd6fht8y	604	35	and	and	CC
cord-255762-qd6fht8y	604	36	forthcoming	forthcoming	JJ
cord-255762-qd6fht8y	604	37	policies	policy	NNS
cord-255762-qd6fht8y	604	38	,	,	,
cord-255762-qd6fht8y	604	39	new	new	JJ
cord-255762-qd6fht8y	604	40	empirical	empirical	JJ
cord-255762-qd6fht8y	604	41	investigations	investigation	NNS
cord-255762-qd6fht8y	604	42	are	be	VBP
cord-255762-qd6fht8y	604	43	expected	expect	VBN
cord-255762-qd6fht8y	604	44	to	to	TO
cord-255762-qd6fht8y	604	45	shed	shed	VB
cord-255762-qd6fht8y	604	46	light	light	NN
cord-255762-qd6fht8y	604	47	on	on	IN
cord-255762-qd6fht8y	604	48	further	further	JJ
cord-255762-qd6fht8y	604	49	improvements	improvement	NNS
cord-255762-qd6fht8y	604	50	in	in	IN
cord-255762-qd6fht8y	604	51	spending	spend	VBG
cord-255762-qd6fht8y	604	52	efficiencies	efficiency	NNS
cord-255762-qd6fht8y	604	53	in	in	IN
cord-255762-qd6fht8y	604	54	the	the	DT
cord-255762-qd6fht8y	604	55	sector	sector	NN
cord-255762-qd6fht8y	604	56	.	.	.
cord-255762-qd6fht8y	605	1	They	-PRON-	PRP
cord-255762-qd6fht8y	605	2	are	be	VBP
cord-255762-qd6fht8y	605	3	also	also	RB
cord-255762-qd6fht8y	605	4	expected	expect	VBN
cord-255762-qd6fht8y	605	5	to	to	TO
cord-255762-qd6fht8y	605	6	address	address	VB
cord-255762-qd6fht8y	605	7	the	the	DT
cord-255762-qd6fht8y	605	8	effect	effect	NN
cord-255762-qd6fht8y	605	9	of	of	IN
cord-255762-qd6fht8y	605	10	the	the	DT
cord-255762-qd6fht8y	605	11	recent	recent	JJ
cord-255762-qd6fht8y	605	12	policy	policy	NN
cord-255762-qd6fht8y	605	13	by	by	IN
cord-255762-qd6fht8y	605	14	the	the	DT
cord-255762-qd6fht8y	605	15	Trump	Trump	NNP
cord-255762-qd6fht8y	605	16	administration	administration	NN
cord-255762-qd6fht8y	605	17	regarding	regard	VBG
cord-255762-qd6fht8y	605	18	the	the	DT
cord-255762-qd6fht8y	605	19	transparency	transparency	NN
cord-255762-qd6fht8y	605	20	of	of	IN
cord-255762-qd6fht8y	605	21	"	"	``
cord-255762-qd6fht8y	605	22	price	price	NN
cord-255762-qd6fht8y	605	23	and	and	CC
cord-255762-qd6fht8y	605	24	quality	quality	NN
cord-255762-qd6fht8y	605	25	information	information	NN
cord-255762-qd6fht8y	605	26	"	"	''
cord-255762-qd6fht8y	605	27	in	in	IN
cord-255762-qd6fht8y	605	28	the	the	DT
cord-255762-qd6fht8y	605	29	healthcare	healthcare	NN
cord-255762-qd6fht8y	605	30	industry	industry	NN
cord-255762-qd6fht8y	605	31	.	.	.
cord-255762-qd6fht8y	606	1	39	39	CD
cord-255762-qd6fht8y	607	1	The	the	DT
cord-255762-qd6fht8y	607	2	search	search	NN
cord-255762-qd6fht8y	607	3	for	for	IN
cord-255762-qd6fht8y	607	4	spending	spend	VBG
cord-255762-qd6fht8y	607	5	efficiency	efficiency	NN
cord-255762-qd6fht8y	607	6	in	in	IN
cord-255762-qd6fht8y	607	7	this	this	DT
cord-255762-qd6fht8y	607	8	industry	industry	NN
cord-255762-qd6fht8y	607	9	seems	seem	VBZ
cord-255762-qd6fht8y	607	10	-both	-both	JJ
cord-255762-qd6fht8y	607	11	in	in	IN
cord-255762-qd6fht8y	607	12	the	the	DT
cord-255762-qd6fht8y	607	13	US	US	NNP
cord-255762-qd6fht8y	607	14	and	and	CC
cord-255762-qd6fht8y	607	15	in	in	IN
cord-255762-qd6fht8y	607	16	Europeto	Europeto	NNP
cord-255762-qd6fht8y	607	17	encourage	encourage	VBP
cord-255762-qd6fht8y	607	18	the	the	DT
cord-255762-qd6fht8y	607	19	spread	spread	NN
cord-255762-qd6fht8y	607	20	of	of	IN
cord-255762-qd6fht8y	607	21	information	information	NN
cord-255762-qd6fht8y	607	22	on	on	IN
cord-255762-qd6fht8y	607	23	prices	price	NNS
cord-255762-qd6fht8y	607	24	,	,	,
cord-255762-qd6fht8y	607	25	but	but	CC
cord-255762-qd6fht8y	607	26	more	more	RBR
cord-255762-qd6fht8y	607	27	empirical	empirical	JJ
cord-255762-qd6fht8y	607	28	work	work	NN
cord-255762-qd6fht8y	607	29	is	be	VBZ
cord-255762-qd6fht8y	607	30	necessary	necessary	JJ
cord-255762-qd6fht8y	607	31	to	to	TO
cord-255762-qd6fht8y	607	32	explore	explore	VB
cord-255762-qd6fht8y	607	33	the	the	DT
cord-255762-qd6fht8y	607	34	costs	cost	NNS
cord-255762-qd6fht8y	607	35	and	and	CC
cord-255762-qd6fht8y	607	36	benefits	benefit	NNS
cord-255762-qd6fht8y	607	37	of	of	IN
cord-255762-qd6fht8y	607	38	the	the	DT
cord-255762-qd6fht8y	607	39	mechanisms	mechanism	NNS
cord-255762-qd6fht8y	607	40	adopted	adopt	VBN
cord-255762-qd6fht8y	607	41	and	and	CC
cord-255762-qd6fht8y	607	42	to	to	TO
cord-255762-qd6fht8y	607	43	assess	assess	VB
cord-255762-qd6fht8y	607	44	their	-PRON-	PRP$
cord-255762-qd6fht8y	607	45	policy	policy	NN
cord-255762-qd6fht8y	607	46	implications	implication	NNS
cord-255762-qd6fht8y	607	47	.	.	.
cord-255762-qd6fht8y	608	1	Relational	Relational	NNP
cord-255762-qd6fht8y	608	2	Contracts	Contracts	NNPS
cord-255762-qd6fht8y	608	3	and	and	CC
cord-255762-qd6fht8y	608	4	the	the	DT
cord-255762-qd6fht8y	608	5	Theory	Theory	NNP
cord-255762-qd6fht8y	608	6	of	of	IN
cord-255762-qd6fht8y	608	7	the	the	DT
cord-255762-qd6fht8y	608	8	Firm	Firm	NNP
cord-255762-qd6fht8y	608	9	Identification	Identification	NNP
cord-255762-qd6fht8y	608	10	of	of	IN
cord-255762-qd6fht8y	608	11	Standard	Standard	NNP
cord-255762-qd6fht8y	608	12	Auction	Auction	NNP
cord-255762-qd6fht8y	608	13	Models	Models	NNPS
cord-255762-qd6fht8y	608	14	Bidding	bid	VBG
cord-255762-qd6fht8y	608	15	for	for	IN
cord-255762-qd6fht8y	608	16	Incomplete	Incomplete	NNP
cord-255762-qd6fht8y	608	17	Contracts	contract	NNS
cord-255762-qd6fht8y	608	18	:	:	:
cord-255762-qd6fht8y	609	1	An	an	DT
cord-255762-qd6fht8y	609	2	Empirical	Empirical	NNP
cord-255762-qd6fht8y	609	3	Analysis	Analysis	NNP
cord-255762-qd6fht8y	609	4	of	of	IN
cord-255762-qd6fht8y	609	5	Adaptation	Adaptation	NNP
cord-255762-qd6fht8y	609	6	Costs	Costs	NNPS
cord-255762-qd6fht8y	609	7	Discretion	Discretion	NNP
cord-255762-qd6fht8y	609	8	and	and	CC
cord-255762-qd6fht8y	609	9	Supplier	Supplier	NNP
cord-255762-qd6fht8y	609	10	Selection	Selection	NNP
cord-255762-qd6fht8y	609	11	in	in	IN
cord-255762-qd6fht8y	609	12	Public	Public	NNP
cord-255762-qd6fht8y	609	13	Procurement	Procurement	NNP
cord-255762-qd6fht8y	609	14	Law	Law	NNP
cord-255762-qd6fht8y	609	15	Enforcement	Enforcement	NNP
cord-255762-qd6fht8y	609	16	,	,	,
cord-255762-qd6fht8y	609	17	Malfeasance	Malfeasance	NNP
cord-255762-qd6fht8y	609	18	,	,	,
cord-255762-qd6fht8y	609	19	and	and	CC
cord-255762-qd6fht8y	609	20	the	the	DT
cord-255762-qd6fht8y	609	21	Compensation	Compensation	NNP
cord-255762-qd6fht8y	609	22	of	of	IN
cord-255762-qd6fht8y	609	23	Enforcers	Enforcers	NNPS
cord-255762-qd6fht8y	609	24	Privatization	Privatization	NNP
cord-255762-qd6fht8y	609	25	and	and	CC
cord-255762-qd6fht8y	609	26	Quality	quality	NN
cord-255762-qd6fht8y	609	27	:	:	:
cord-255762-qd6fht8y	609	28	Evidence	evidence	NN
cord-255762-qd6fht8y	609	29	from	from	IN
cord-255762-qd6fht8y	609	30	Elderly	elderly	JJ
cord-255762-qd6fht8y	609	31	care	care	NN
cord-255762-qd6fht8y	609	32	in	in	IN
cord-255762-qd6fht8y	609	33	Sweden	Sweden	NNP
cord-255762-qd6fht8y	609	34	Individuals	Individuals	NNPS
cord-255762-qd6fht8y	609	35	and	and	CC
cord-255762-qd6fht8y	609	36	Organizations	Organizations	NNPS
cord-255762-qd6fht8y	609	37	as	as	IN
cord-255762-qd6fht8y	609	38	Sources	source	NNS
cord-255762-qd6fht8y	609	39	of	of	IN
cord-255762-qd6fht8y	609	40	State	State	NNP
cord-255762-qd6fht8y	609	41	Effectiveness	Effectiveness	NNP
cord-255762-qd6fht8y	609	42	,	,	,
cord-255762-qd6fht8y	609	43	and	and	CC
cord-255762-qd6fht8y	609	44	Consequences	consequence	NNS
cord-255762-qd6fht8y	609	45	for	for	IN
cord-255762-qd6fht8y	609	46	Policy	Policy	NNP
cord-255762-qd6fht8y	609	47	Relational	Relational	NNP
cord-255762-qd6fht8y	609	48	Contract	Contract	NNP
cord-255762-qd6fht8y	609	49	and	and	CC
cord-255762-qd6fht8y	609	50	Competitive	Competitive	NNP
cord-255762-qd6fht8y	609	51	Screening	Screening	NNP
cord-255762-qd6fht8y	610	1	The	the	DT
cord-255762-qd6fht8y	610	2	Effects	effect	NNS
cord-255762-qd6fht8y	610	3	of	of	IN
cord-255762-qd6fht8y	610	4	Discretion	Discretion	NNP
cord-255762-qd6fht8y	610	5	in	in	IN
cord-255762-qd6fht8y	610	6	Procurement	Procurement	NNP
cord-255762-qd6fht8y	610	7	Performance	Performance	NNP
cord-255762-qd6fht8y	610	8	Public	Public	NNP
cord-255762-qd6fht8y	610	9	Requirements	Requirements	NNPS
cord-255762-qd6fht8y	610	10	in	in	IN
cord-255762-qd6fht8y	610	11	Public	Public	NNP
cord-255762-qd6fht8y	610	12	Procurement	Procurement	NNP
cord-255762-qd6fht8y	610	13	:	:	:
cord-255762-qd6fht8y	610	14	Evidence	evidence	NN
cord-255762-qd6fht8y	610	15	from	from	IN
cord-255762-qd6fht8y	610	16	a	a	DT
cord-255762-qd6fht8y	610	17	Regression	regression	NN
cord-255762-qd6fht8y	610	18	Discontinuity	discontinuity	NN
cord-255762-qd6fht8y	610	19	Design	Design	NNP
cord-255762-qd6fht8y	610	20	Court	Court	NNP
cord-255762-qd6fht8y	610	21	Efficiency	Efficiency	NNP
cord-255762-qd6fht8y	610	22	and	and	CC
cord-255762-qd6fht8y	610	23	Procurement	Procurement	NNP
cord-255762-qd6fht8y	610	24	Performance	Performance	NNP
cord-255762-qd6fht8y	610	25	Buyer	Buyer	NNP
cord-255762-qd6fht8y	610	26	Competence	Competence	NNP
cord-255762-qd6fht8y	610	27	in	in	IN
cord-255762-qd6fht8y	610	28	Procurement	procurement	NN
cord-255762-qd6fht8y	610	29	:	:	:
cord-255762-qd6fht8y	610	30	Evidence	evidence	NN
cord-255762-qd6fht8y	610	31	on	on	IN
cord-255762-qd6fht8y	610	32	Cooperation	Cooperation	NNP
cord-255762-qd6fht8y	610	33	,	,	,
cord-255762-qd6fht8y	610	34	Incentives	Incentives	NNP
cord-255762-qd6fht8y	610	35	and	and	CC
cord-255762-qd6fht8y	610	36	Skills	Skills	NNPS
cord-255762-qd6fht8y	610	37	Comparing	compare	VBG
cord-255762-qd6fht8y	610	38	Public	Public	NNP
cord-255762-qd6fht8y	610	39	Procurement	Procurement	NNP
cord-255762-qd6fht8y	610	40	Auctions	Auctions	NNPS
cord-255762-qd6fht8y	610	41	Analysing	analyse	VBG
cord-255762-qd6fht8y	610	42	Actual	actual	JJ
cord-255762-qd6fht8y	610	43	Prices	price	NNS
cord-255762-qd6fht8y	610	44	of	of	IN
cord-255762-qd6fht8y	610	45	Medical	Medical	NNP
cord-255762-qd6fht8y	610	46	Products	Products	NNPS
cord-255762-qd6fht8y	610	47	:	:	:
cord-255762-qd6fht8y	611	1	A	a	DT
cord-255762-qd6fht8y	611	2	Cross	Cross	NNP
cord-255762-qd6fht8y	611	3	-	-	JJ
cord-255762-qd6fht8y	611	4	sectional	sectional	JJ
cord-255762-qd6fht8y	611	5	Survey	Survey	NNP
cord-255762-qd6fht8y	611	6	of	of	IN
cord-255762-qd6fht8y	611	7	Dutch	Dutch	NNP
cord-255762-qd6fht8y	611	8	Hospitals	hospital	NNS
cord-255762-qd6fht8y	612	1	The	the	DT
cord-255762-qd6fht8y	612	2	Role	role	NN
cord-255762-qd6fht8y	612	3	of	of	IN
cord-255762-qd6fht8y	612	4	Wages	Wages	NNPS
cord-255762-qd6fht8y	612	5	and	and	CC
cord-255762-qd6fht8y	612	6	Auditing	Auditing	NNP
cord-255762-qd6fht8y	612	7	during	during	IN
cord-255762-qd6fht8y	612	8	a	a	DT
cord-255762-qd6fht8y	612	9	Crackdown	Crackdown	NNP
cord-255762-qd6fht8y	612	10	on	on	IN
cord-255762-qd6fht8y	612	11	Corruption	corruption	NN
cord-255762-qd6fht8y	612	12	in	in	IN
cord-255762-qd6fht8y	612	13	the	the	DT
cord-255762-qd6fht8y	612	14	City	City	NNP
cord-255762-qd6fht8y	612	15	of	of	IN
cord-255762-qd6fht8y	612	16	Buenos	Buenos	NNP
cord-255762-qd6fht8y	612	17	Aires	Aires	NNP
cord-255762-qd6fht8y	612	18	Trade	Trade	NNP
cord-255762-qd6fht8y	612	19	and	and	CC
cord-255762-qd6fht8y	612	20	the	the	DT
cord-255762-qd6fht8y	612	21	COVID-19	COVID-19	NNP
cord-255762-qd6fht8y	612	22	Crisis	Crisis	NNP
cord-255762-qd6fht8y	612	23	in	in	IN
cord-255762-qd6fht8y	612	24	Developing	Developing	NNP
cord-255762-qd6fht8y	612	25	Countries	country	NNS
cord-255762-qd6fht8y	613	1	The	the	DT
cord-255762-qd6fht8y	613	2	Origins	Origins	NNPS
cord-255762-qd6fht8y	613	3	of	of	IN
cord-255762-qd6fht8y	613	4	the	the	DT
cord-255762-qd6fht8y	613	5	Italian	Italian	NNP
cord-255762-qd6fht8y	613	6	Regional	Regional	NNP
cord-255762-qd6fht8y	613	7	Divide	Divide	NNP
cord-255762-qd6fht8y	613	8	:	:	:
cord-255762-qd6fht8y	613	9	Evidence	evidence	NN
cord-255762-qd6fht8y	613	10	from	from	IN
cord-255762-qd6fht8y	613	11	Real	real	JJ
cord-255762-qd6fht8y	613	12	Wages	Wages	NNPS
cord-255762-qd6fht8y	614	1	Self	self	NN
cord-255762-qd6fht8y	614	2	-	-	HYPH
cord-255762-qd6fht8y	614	3	Enforcing	enforce	VBG
cord-255762-qd6fht8y	614	4	Agreements	Agreements	NNPS
cord-255762-qd6fht8y	614	5	and	and	CC
cord-255762-qd6fht8y	614	6	Relational	Relational	NNP
cord-255762-qd6fht8y	614	7	Contracting	Contracting	NNP
cord-255762-qd6fht8y	614	8	:	:	:
cord-255762-qd6fht8y	614	9	Evidence	evidence	NN
cord-255762-qd6fht8y	614	10	from	from	IN
cord-255762-qd6fht8y	614	11	California	California	NNP
cord-255762-qd6fht8y	614	12	Highway	Highway	NNP
cord-255762-qd6fht8y	614	13	Procurement	Procurement	NNP
cord-255762-qd6fht8y	614	14	Price	Price	NNP
cord-255762-qd6fht8y	614	15	Discrimination	Discrimination	NNP
cord-255762-qd6fht8y	614	16	and	and	CC
cord-255762-qd6fht8y	614	17	Bargaining	bargaining	NN
cord-255762-qd6fht8y	614	18	:	:	:
cord-255762-qd6fht8y	615	1	Empirical	empirical	JJ
cord-255762-qd6fht8y	615	2	Evidence	evidence	NN
cord-255762-qd6fht8y	615	3	from	from	IN
cord-255762-qd6fht8y	615	4	Medical	medical	JJ
cord-255762-qd6fht8y	615	5	devices	device	NNS
cord-255762-qd6fht8y	615	6	Bargaining	bargain	VBG
cord-255762-qd6fht8y	615	7	Ability	Ability	NNP
cord-255762-qd6fht8y	615	8	and	and	CC
cord-255762-qd6fht8y	615	9	Competitive	Competitive	NNP
cord-255762-qd6fht8y	615	10	Advantage	Advantage	NNP
cord-255762-qd6fht8y	615	11	:	:	:
cord-255762-qd6fht8y	615	12	Empirical	empirical	JJ
cord-255762-qd6fht8y	615	13	Evidence	evidence	NN
cord-255762-qd6fht8y	615	14	from	from	IN
cord-255762-qd6fht8y	615	15	Medical	Medical	NNP
cord-255762-qd6fht8y	615	16	Devices	Devices	NNPS
cord-255762-qd6fht8y	615	17	Transparency	Transparency	NNP
cord-255762-qd6fht8y	615	18	and	and	CC
cord-255762-qd6fht8y	615	19	Negotiated	negotiate	VBN
cord-255762-qd6fht8y	615	20	Prices	price	NNS
cord-255762-qd6fht8y	615	21	:	:	:
cord-255762-qd6fht8y	615	22	The	the	DT
cord-255762-qd6fht8y	615	23	Value	Value	NNP
cord-255762-qd6fht8y	615	24	of	of	IN
cord-255762-qd6fht8y	615	25	Information	Information	NNP
cord-255762-qd6fht8y	615	26	in	in	IN
cord-255762-qd6fht8y	615	27	Hospital	Hospital	NNP
cord-255762-qd6fht8y	615	28	-	-	HYPH
cord-255762-qd6fht8y	615	29	Supplier	Supplier	NNP
cord-255762-qd6fht8y	615	30	Bargaining	Bargaining	NNP
cord-255762-qd6fht8y	615	31	Regulating	Regulating	NNP
cord-255762-qd6fht8y	615	32	Innovation	Innovation	NNP
cord-255762-qd6fht8y	615	33	with	with	IN
cord-255762-qd6fht8y	615	34	Uncertain	Uncertain	NNP
cord-255762-qd6fht8y	615	35	Quality	Quality	NNP
cord-255762-qd6fht8y	615	36	:	:	:
cord-255762-qd6fht8y	615	37	Information	information	NN
cord-255762-qd6fht8y	615	38	,	,	,
cord-255762-qd6fht8y	615	39	Risk	risk	NN
cord-255762-qd6fht8y	615	40	,	,	,
cord-255762-qd6fht8y	615	41	and	and	CC
cord-255762-qd6fht8y	615	42	Access	Access	NNP
cord-255762-qd6fht8y	615	43	in	in	IN
cord-255762-qd6fht8y	616	1	Medical	Medical	NNP
cord-255762-qd6fht8y	616	2	Devices	Devices	NNPS
cord-255762-qd6fht8y	616	3	Optimal	Optimal	NNP
cord-255762-qd6fht8y	616	4	Nonparametric	Nonparametric	NNP
cord-255762-qd6fht8y	616	5	Estimation	estimation	NN
cord-255762-qd6fht8y	616	6	of	of	IN
cord-255762-qd6fht8y	616	7	First	First	NNP
cord-255762-qd6fht8y	616	8	-	-	HYPH
cord-255762-qd6fht8y	616	9	Price	Price	NNP
cord-255762-qd6fht8y	616	10	Auctions	Auctions	NNPS
cord-255762-qd6fht8y	616	11	Average	Average	NNP
cord-255762-qd6fht8y	616	12	Payment	Payment	NNP
cord-255762-qd6fht8y	616	13	Time	time	NN
cord-255762-qd6fht8y	616	14	for	for	IN
cord-255762-qd6fht8y	616	15	Private	Private	NNP
cord-255762-qd6fht8y	616	16	and	and	CC
cord-255762-qd6fht8y	616	17	Public	Public	NNP
cord-255762-qd6fht8y	616	18	Health	Health	NNP
cord-255762-qd6fht8y	616	19	Organizations	Organizations	NNPS
cord-255762-qd6fht8y	617	1	Nonparametric	Nonparametric	NNP
cord-255762-qd6fht8y	617	2	Tests	test	NNS
cord-255762-qd6fht8y	617	3	for	for	IN
cord-255762-qd6fht8y	617	4	Common	common	JJ
cord-255762-qd6fht8y	617	5	Values	value	NNS
cord-255762-qd6fht8y	617	6	in	in	IN
cord-255762-qd6fht8y	617	7	First	first	JJ
cord-255762-qd6fht8y	617	8	-	-	HYPH
cord-255762-qd6fht8y	617	9	Price	price	NN
cord-255762-qd6fht8y	617	10	Sealed	seal	VBN
cord-255762-qd6fht8y	617	11	Bid	Bid	NNP
cord-255762-qd6fht8y	617	12	Auctions	Auctions	NNP
cord-255762-qd6fht8y	617	13	Medical	Medical	NNP
cord-255762-qd6fht8y	617	14	Device	device	NN
cord-255762-qd6fht8y	617	15	Price	price	NN
cord-255762-qd6fht8y	617	16	Differentials	differential	NNS
cord-255762-qd6fht8y	618	1	In	in	IN
cord-255762-qd6fht8y	618	2	The	the	DT
cord-255762-qd6fht8y	618	3	U.S.	U.S.	NNP
cord-255762-qd6fht8y	619	1	And	and	CC
cord-255762-qd6fht8y	619	2	Europe	Europe	NNP
cord-255762-qd6fht8y	619	3	-Rethinking	-Rethinking	.
cord-255762-qd6fht8y	620	1	Price	price	NN
cord-255762-qd6fht8y	620	2	Regulation	regulation	NN
cord-255762-qd6fht8y	620	3	?	?	.
cord-255762-qd6fht8y	621	1	Competitive	competitive	JJ
cord-255762-qd6fht8y	621	2	Bidding	Bidding	NNP
cord-255762-qd6fht8y	621	3	for	for	IN
cord-255762-qd6fht8y	621	4	Contracts	contract	NNS
cord-255762-qd6fht8y	621	5	under	under	IN
cord-255762-qd6fht8y	621	6	Alternative	Alternative	NNP
cord-255762-qd6fht8y	621	7	Auction	Auction	NNP
cord-255762-qd6fht8y	621	8	Procedures	Procedures	NNP
cord-255762-qd6fht8y	621	9	Public	Public	NNP
cord-255762-qd6fht8y	621	10	Procurement	Procurement	NNP
cord-255762-qd6fht8y	621	11	of	of	IN
cord-255762-qd6fht8y	621	12	Health	Health	NNP
cord-255762-qd6fht8y	621	13	Technologies	Technologies	NNPS
cord-255762-qd6fht8y	621	14	in	in	IN
cord-255762-qd6fht8y	621	15	Greece	Greece	NNP
cord-255762-qd6fht8y	621	16	in	in	IN
cord-255762-qd6fht8y	621	17	an	an	DT
cord-255762-qd6fht8y	621	18	Era	Era	NNP
cord-255762-qd6fht8y	621	19	of	of	IN
cord-255762-qd6fht8y	621	20	Economic	Economic	NNP
cord-255762-qd6fht8y	621	21	Crisis	Crisis	NNP
cord-255762-qd6fht8y	621	22	Procurement	Procurement	NNP
cord-255762-qd6fht8y	621	23	and	and	CC
cord-255762-qd6fht8y	621	24	Public	Public	NNP
cord-255762-qd6fht8y	621	25	Management	Management	NNP
cord-255762-qd6fht8y	621	26	:	:	:
cord-255762-qd6fht8y	622	1	The	the	DT
cord-255762-qd6fht8y	622	2	Fear	fear	NN
cord-255762-qd6fht8y	622	3	of	of	IN
cord-255762-qd6fht8y	622	4	Discretion	Discretion	NNP
cord-255762-qd6fht8y	622	5	and	and	CC
cord-255762-qd6fht8y	622	6	the	the	DT
cord-255762-qd6fht8y	622	7	Quality	Quality	NNP
cord-255762-qd6fht8y	622	8	of	of	IN
cord-255762-qd6fht8y	622	9	Public	Public	NNP
cord-255762-qd6fht8y	622	10	Performance	Performance	NNP
cord-255762-qd6fht8y	622	11	Bid	Bid	NNP
cord-255762-qd6fht8y	622	12	Takers	Takers	NNP
cord-255762-qd6fht8y	622	13	or	or	CC
cord-255762-qd6fht8y	622	14	Market	Market	NNP
cord-255762-qd6fht8y	622	15	Makers	maker	NNS
cord-255762-qd6fht8y	622	16	?	?	.
cord-255762-qd6fht8y	623	1	The	the	DT
cord-255762-qd6fht8y	623	2	Effect	Effect	NNP
cord-255762-qd6fht8y	623	3	of	of	IN
cord-255762-qd6fht8y	623	4	Auctioneers	Auctioneers	NNPS
cord-255762-qd6fht8y	623	5	on	on	IN
cord-255762-qd6fht8y	623	6	Auction	auction	NN
cord-255762-qd6fht8y	623	7	Outcome	Outcome	NNP
cord-255762-qd6fht8y	623	8	Relational	Relational	NNP
cord-255762-qd6fht8y	623	9	Incentive	Incentive	NNP
cord-255762-qd6fht8y	623	10	Contracts	Contracts	NNP
cord-255762-qd6fht8y	623	11	Public	Public	NNP
cord-255762-qd6fht8y	623	12	Sector	Sector	NNP
cord-255762-qd6fht8y	623	13	Purchasing	Purchasing	NNP
cord-255762-qd6fht8y	623	14	of	of	IN
cord-255762-qd6fht8y	623	15	Health	Health	NNP
cord-255762-qd6fht8y	623	16	Services	Services	NNPS
cord-255762-qd6fht8y	623	17	:	:	:
cord-255762-qd6fht8y	624	1	A	a	DT
cord-255762-qd6fht8y	624	2	Comparison	comparison	NN
cord-255762-qd6fht8y	624	3	with	with	IN
cord-255762-qd6fht8y	624	4	Private	private	JJ
cord-255762-qd6fht8y	624	5	Sector	sector	NN
cord-255762-qd6fht8y	624	6	Purchasing	purchase	VBG
cord-255762-qd6fht8y	624	7	The	the	DT
cord-255762-qd6fht8y	624	8	European	European	NNP
cord-255762-qd6fht8y	624	9	Medical	Medical	NNP
cord-255762-qd6fht8y	624	10	Technology	Technology	NNP
cord-255762-qd6fht8y	624	11	Industryin	Industryin	NNP
cord-255762-qd6fht8y	624	12	figures	figure	VBZ
cord-255762-qd6fht8y	624	13	2019	2019	CD
cord-255762-qd6fht8y	624	14	Health	Health	NNP
cord-255762-qd6fht8y	624	15	at	at	IN
cord-255762-qd6fht8y	624	16	a	a	DT
cord-255762-qd6fht8y	624	17	Glance	glance	NN
cord-255762-qd6fht8y	624	18	:	:	:
cord-255762-qd6fht8y	624	19	Europe	Europe	NNP
cord-255762-qd6fht8y	624	20	2016	2016	CD
cord-255762-qd6fht8y	624	21	:	:	:
cord-255762-qd6fht8y	624	22	State	State	NNP
cord-255762-qd6fht8y	624	23	of	of	IN
cord-255762-qd6fht8y	624	24	Health	Health	NNP
cord-255762-qd6fht8y	624	25	in	in	IN
cord-255762-qd6fht8y	624	26	the	the	DT
cord-255762-qd6fht8y	624	27	EU	EU	NNP
cord-255762-qd6fht8y	624	28	Cycle	Cycle	NNP
cord-255762-qd6fht8y	624	29	Manipulation	Manipulation	NNP
cord-255762-qd6fht8y	624	30	of	of	IN
cord-255762-qd6fht8y	624	31	Procurement	Procurement	NNP
cord-255762-qd6fht8y	624	32	Contracts	contract	NNS
cord-255762-qd6fht8y	624	33	:	:	:
cord-255762-qd6fht8y	624	34	Evidence	evidence	NN
cord-255762-qd6fht8y	624	35	from	from	IN
cord-255762-qd6fht8y	624	36	the	the	DT
cord-255762-qd6fht8y	624	37	Introduction	Introduction	NNP
cord-255762-qd6fht8y	624	38	of	of	IN
cord-255762-qd6fht8y	624	39	Discretionary	discretionary	JJ
cord-255762-qd6fht8y	624	40	Thresholds	threshold	NNS
cord-255762-qd6fht8y	625	1	Price	price	NN
cord-255762-qd6fht8y	625	2	Transparency	transparency	NN
cord-255762-qd6fht8y	625	3	For	for	IN
cord-255762-qd6fht8y	625	4	Medical	Medical	NNP
cord-255762-qd6fht8y	625	5	Devices	Devices	NNPS
cord-255762-qd6fht8y	625	6	Corruption	Corruption	NNP
cord-255762-qd6fht8y	625	7	and	and	CC
cord-255762-qd6fht8y	625	8	Government	Government	NNP
cord-255762-qd6fht8y	625	9	:	:	:
cord-255762-qd6fht8y	626	1	Causes	cause	NNS
cord-255762-qd6fht8y	626	2	,	,	,
cord-255762-qd6fht8y	626	3	Consequences	consequence	NNS
cord-255762-qd6fht8y	626	4	and	and	CC
cord-255762-qd6fht8y	626	5	Reform	Reform	NNP
cord-255762-qd6fht8y	626	6	Medical	Medical	NNP
cord-255762-qd6fht8y	626	7	Technology	Technology	NNP
cord-255762-qd6fht8y	626	8	Procurement	Procurement	NNP
cord-255762-qd6fht8y	626	9	in	in	IN
cord-255762-qd6fht8y	626	10	Europe	Europe	NNP
cord-255762-qd6fht8y	626	11	:	:	:
cord-255762-qd6fht8y	627	1	A	a	DT
cord-255762-qd6fht8y	627	2	Cross	cross	NN
cord-255762-qd6fht8y	627	3	-	-	JJ
cord-255762-qd6fht8y	627	4	country	country	NN
cord-255762-qd6fht8y	627	5	Comparison	comparison	NN
cord-255762-qd6fht8y	627	6	of	of	IN
cord-255762-qd6fht8y	627	7	Current	Current	NNP
cord-255762-qd6fht8y	627	8	Practice	Practice	NNP
cord-255762-qd6fht8y	627	9	and	and	CC
cord-255762-qd6fht8y	627	10	Policy	Policy	NNP
cord-255762-qd6fht8y	627	11	Reputation	reputation	NN
cord-255762-qd6fht8y	627	12	,	,	,
cord-255762-qd6fht8y	627	13	Competition	Competition	NNP
cord-255762-qd6fht8y	627	14	and	and	CC
cord-255762-qd6fht8y	627	15	Entry	Entry	NNP
cord-255762-qd6fht8y	627	16	in	in	IN
cord-255762-qd6fht8y	627	17	Procurement	Procurement	NNP
cord-255762-qd6fht8y	627	18	Prices	price	NNS
cord-255762-qd6fht8y	628	1	For	for	IN
cord-255762-qd6fht8y	628	2	Cardiac	Cardiac	NNP
cord-255762-qd6fht8y	628	3	Implant	Implant	NNP
cord-255762-qd6fht8y	628	4	Devices	device	NNS
cord-255762-qd6fht8y	629	1	May	May	MD
cord-255762-qd6fht8y	629	2	Be	be	VB
cord-255762-qd6fht8y	629	3	Up	up	RB
cord-255762-qd6fht8y	630	1	To	to	IN
cord-255762-qd6fht8y	630	2	Six	six	CD
cord-255762-qd6fht8y	630	3	Times	Times	NNP
cord-255762-qd6fht8y	630	4	Higher	high	JJR
cord-255762-qd6fht8y	631	1	In	in	IN
cord-255762-qd6fht8y	631	2	The	the	DT
cord-255762-qd6fht8y	631	3	US	US	NNP
cord-255762-qd6fht8y	632	1	Than	than	IN
cord-255762-qd6fht8y	632	2	In	in	IN
cord-255762-qd6fht8y	632	3	Some	some	DT
cord-255762-qd6fht8y	632	4	European	european	JJ
cord-255762-qd6fht8y	632	5	Countries	country	NNS