id	sid	tid	token	lemma	pos
q811kh06s1p	1	1	this	this	DET
q811kh06s1p	1	2	dissertation	dissertation	NOUN
q811kh06s1p	1	3	uses	use	VERB
q811kh06s1p	1	4	the	the	DET
q811kh06s1p	1	5	ecological	ecological	ADJ
q811kh06s1p	1	6	inference	inference	NOUN
q811kh06s1p	1	7	(	(	PUNCT
q811kh06s1p	1	8	ei	ei	PROPN
q811kh06s1p	1	9	)	)	PUNCT
q811kh06s1p	1	10	method	method	NOUN
q811kh06s1p	1	11	to	to	PART
q811kh06s1p	1	12	produce	produce	VERB
q811kh06s1p	1	13	subgroup	subgroup	NOUN
q811kh06s1p	1	14	estimates	estimate	NOUN
q811kh06s1p	1	15	of	of	ADP
q811kh06s1p	1	16	health	health	NOUN
q811kh06s1p	1	17	outcome	outcome	NOUN
q811kh06s1p	1	18	proportions	proportion	NOUN
q811kh06s1p	1	19	for	for	ADP
q811kh06s1p	1	20	22	22	NUM
q811kh06s1p	1	21	us	us	PROPN
q811kh06s1p	1	22	counties	county	NOUN
q811kh06s1p	1	23	.	.	PUNCT
q811kh06s1p	2	1	unlike	unlike	ADP
q811kh06s1p	2	2	individual	individual	ADJ
q811kh06s1p	2	3	level	level	NOUN
q811kh06s1p	2	4	models	model	NOUN
q811kh06s1p	2	5	based	base	VERB
q811kh06s1p	2	6	on	on	ADP
q811kh06s1p	2	7	survey	survey	NOUN
q811kh06s1p	2	8	data	datum	NOUN
q811kh06s1p	2	9	,	,	PUNCT
q811kh06s1p	2	10	the	the	DET
q811kh06s1p	2	11	ecological	ecological	ADJ
q811kh06s1p	2	12	inference	inference	NOUN
q811kh06s1p	2	13	method	method	NOUN
q811kh06s1p	2	14	begins	begin	VERB
q811kh06s1p	2	15	with	with	ADP
q811kh06s1p	2	16	fractions	fraction	NOUN
q811kh06s1p	2	17	among	among	ADP
q811kh06s1p	2	18	aggregates	aggregate	NOUN
q811kh06s1p	2	19	and	and	CCONJ
q811kh06s1p	2	20	estimates	estimate	VERB
q811kh06s1p	2	21	proportions	proportion	NOUN
q811kh06s1p	2	22	for	for	ADP
q811kh06s1p	2	23	the	the	DET
q811kh06s1p	2	24	subgroups	subgroup	NOUN
q811kh06s1p	2	25	of	of	ADP
q811kh06s1p	2	26	interest	interest	NOUN
q811kh06s1p	2	27	.	.	PUNCT
q811kh06s1p	3	1	this	this	DET
q811kh06s1p	3	2	advance	advance	NOUN
q811kh06s1p	3	3	in	in	ADP
q811kh06s1p	3	4	aggregate	aggregate	ADJ
q811kh06s1p	3	5	data	datum	NOUN
q811kh06s1p	3	6	methods	method	NOUN
q811kh06s1p	3	7	allows	allow	VERB
q811kh06s1p	3	8	for	for	ADP
q811kh06s1p	3	9	lower	low	ADJ
q811kh06s1p	3	10	level	level	NOUN
q811kh06s1p	3	11	inference	inference	NOUN
q811kh06s1p	3	12	in	in	ADP
q811kh06s1p	3	13	the	the	DET
q811kh06s1p	3	14	absence	absence	NOUN
q811kh06s1p	3	15	of	of	ADP
q811kh06s1p	3	16	micro	micro	ADJ
q811kh06s1p	3	17	-	-	ADJ
q811kh06s1p	3	18	level	level	ADJ
q811kh06s1p	3	19	information	information	NOUN
q811kh06s1p	3	20	.	.	PUNCT
q811kh06s1p	4	1	however	however	ADV
q811kh06s1p	4	2	,	,	PUNCT
q811kh06s1p	4	3	the	the	DET
q811kh06s1p	4	4	ei	ei	PROPN
q811kh06s1p	4	5	method	method	PROPN
q811kh06s1p	4	6	has	have	AUX
q811kh06s1p	4	7	not	not	PART
q811kh06s1p	4	8	been	be	AUX
q811kh06s1p	4	9	extensively	extensively	ADV
q811kh06s1p	4	10	tested	test	VERB
q811kh06s1p	4	11	outside	outside	ADV
q811kh06s1p	4	12	of	of	ADP
q811kh06s1p	4	13	research	research	NOUN
q811kh06s1p	4	14	on	on	ADP
q811kh06s1p	4	15	voting	voting	NOUN
q811kh06s1p	4	16	behaviors	behavior	NOUN
q811kh06s1p	4	17	.	.	PUNCT
q811kh06s1p	5	1	this	this	DET
q811kh06s1p	5	2	project	project	NOUN
q811kh06s1p	5	3	unpacks	unpack	VERB
q811kh06s1p	5	4	the	the	DET
q811kh06s1p	5	5	critical	critical	ADJ
q811kh06s1p	5	6	pieces	piece	NOUN
q811kh06s1p	5	7	of	of	ADP
q811kh06s1p	5	8	the	the	DET
q811kh06s1p	5	9	ei	ei	PROPN
q811kh06s1p	5	10	method	method	NOUN
q811kh06s1p	5	11	and	and	CCONJ
q811kh06s1p	5	12	tests	test	VERB
q811kh06s1p	5	13	the	the	DET
q811kh06s1p	5	14	assumptions	assumption	NOUN
q811kh06s1p	5	15	of	of	ADP
q811kh06s1p	5	16	the	the	DET
q811kh06s1p	5	17	model	model	NOUN
q811kh06s1p	5	18	using	use	VERB
q811kh06s1p	5	19	demographic	demographic	ADJ
q811kh06s1p	5	20	indicators	indicator	NOUN
q811kh06s1p	5	21	and	and	CCONJ
q811kh06s1p	5	22	fractions	fraction	NOUN
q811kh06s1p	5	23	of	of	ADP
q811kh06s1p	5	24	health	health	NOUN
q811kh06s1p	5	25	-	-	PUNCT
q811kh06s1p	5	26	related	relate	VERB
q811kh06s1p	5	27	outcomes	outcome	NOUN
q811kh06s1p	5	28	.	.	PUNCT
q811kh06s1p	6	1	each	each	DET
q811kh06s1p	6	2	level	level	NOUN
q811kh06s1p	6	3	of	of	ADP
q811kh06s1p	6	4	analysis	analysis	NOUN
q811kh06s1p	6	5	and	and	CCONJ
q811kh06s1p	6	6	interactions	interaction	NOUN
q811kh06s1p	6	7	that	that	PRON
q811kh06s1p	6	8	take	take	VERB
q811kh06s1p	6	9	place	place	NOUN
q811kh06s1p	6	10	across	across	ADP
q811kh06s1p	6	11	levels	level	NOUN
q811kh06s1p	6	12	are	be	AUX
q811kh06s1p	6	13	considered	consider	VERB
q811kh06s1p	6	14	using	use	VERB
q811kh06s1p	6	15	quantitative	quantitative	ADJ
q811kh06s1p	6	16	methods	method	NOUN
q811kh06s1p	6	17	.	.	PUNCT
q811kh06s1p	7	1	the	the	DET
q811kh06s1p	7	2	results	result	NOUN
q811kh06s1p	7	3	from	from	ADP
q811kh06s1p	7	4	these	these	DET
q811kh06s1p	7	5	models	model	NOUN
q811kh06s1p	7	6	are	be	AUX
q811kh06s1p	7	7	then	then	ADV
q811kh06s1p	7	8	compared	compare	VERB
q811kh06s1p	7	9	to	to	ADP
q811kh06s1p	7	10	the	the	DET
q811kh06s1p	7	11	subgroup	subgroup	NOUN
q811kh06s1p	7	12	proportions	proportion	NOUN
q811kh06s1p	7	13	estimated	estimate	VERB
q811kh06s1p	7	14	using	use	VERB
q811kh06s1p	7	15	ei	ei	PROPN
q811kh06s1p	7	16	.	.	PUNCT
q811kh06s1p	8	1	finally	finally	ADV
q811kh06s1p	8	2	,	,	PUNCT
q811kh06s1p	8	3	ei	ei	PROPN
q811kh06s1p	8	4	is	be	AUX
q811kh06s1p	8	5	used	use	VERB
q811kh06s1p	8	6	in	in	ADP
q811kh06s1p	8	7	an	an	DET
q811kh06s1p	8	8	attempt	attempt	NOUN
q811kh06s1p	8	9	to	to	PART
q811kh06s1p	8	10	replicate	replicate	VERB
q811kh06s1p	8	11	results	result	NOUN
q811kh06s1p	8	12	from	from	ADP
q811kh06s1p	8	13	a	a	DET
q811kh06s1p	8	14	multilevel	multilevel	ADJ
q811kh06s1p	8	15	model	model	NOUN
q811kh06s1p	8	16	for	for	ADP
q811kh06s1p	8	17	smoking	smoke	VERB
q811kh06s1p	8	18	with	with	ADP
q811kh06s1p	8	19	measurable	measurable	ADJ
q811kh06s1p	8	20	contextual	contextual	ADJ
q811kh06s1p	8	21	influence	influence	NOUN
q811kh06s1p	8	22	.	.	PUNCT
q811kh06s1p	9	1	data	datum	NOUN
q811kh06s1p	9	2	for	for	ADP
q811kh06s1p	9	3	this	this	DET
q811kh06s1p	9	4	project	project	NOUN
q811kh06s1p	9	5	are	be	AUX
q811kh06s1p	9	6	taken	take	VERB
q811kh06s1p	9	7	from	from	ADP
q811kh06s1p	9	8	the	the	DET
q811kh06s1p	9	9	2000	2000	NUM
q811kh06s1p	9	10	us	us	PROPN
q811kh06s1p	9	11	census	census	NOUN
q811kh06s1p	9	12	and	and	CCONJ
q811kh06s1p	9	13	2001	2001	NUM
q811kh06s1p	9	14	behavioral	behavioral	ADJ
q811kh06s1p	9	15	risk	risk	NOUN
q811kh06s1p	9	16	factor	factor	NOUN
q811kh06s1p	9	17	surveillance	surveillance	NOUN
q811kh06s1p	9	18	survey	survey	NOUN
q811kh06s1p	9	19	(	(	PUNCT
q811kh06s1p	9	20	brfss	brfss	PROPN
q811kh06s1p	9	21	)	)	PUNCT
q811kh06s1p	9	22	.	.	PUNCT
q811kh06s1p	10	1	data	datum	NOUN
q811kh06s1p	10	2	from	from	ADP
q811kh06s1p	10	3	the	the	DET
q811kh06s1p	10	4	brfss	brfss	NOUN
q811kh06s1p	10	5	are	be	AUX
q811kh06s1p	10	6	aggregated	aggregate	VERB
q811kh06s1p	10	7	to	to	ADP
q811kh06s1p	10	8	the	the	DET
q811kh06s1p	10	9	county	county	NOUN
q811kh06s1p	10	10	level	level	NOUN
q811kh06s1p	10	11	for	for	ADP
q811kh06s1p	10	12	use	use	NOUN
q811kh06s1p	10	13	as	as	ADP
q811kh06s1p	10	14	outcome	outcome	NOUN
q811kh06s1p	10	15	measures	measure	NOUN
q811kh06s1p	10	16	with	with	ADP
q811kh06s1p	10	17	ei	ei	PROPN
q811kh06s1p	10	18	.	.	PUNCT
q811kh06s1p	11	1	a	a	DET
q811kh06s1p	11	2	consideration	consideration	NOUN
q811kh06s1p	11	3	of	of	ADP
q811kh06s1p	11	4	the	the	DET
q811kh06s1p	11	5	consequences	consequence	NOUN
q811kh06s1p	11	6	associated	associate	VERB
q811kh06s1p	11	7	with	with	ADP
q811kh06s1p	11	8	the	the	DET
q811kh06s1p	11	9	aggregation	aggregation	NOUN
q811kh06s1p	11	10	of	of	ADP
q811kh06s1p	11	11	survey	survey	NOUN
q811kh06s1p	11	12	data	datum	NOUN
q811kh06s1p	11	13	suggests	suggest	VERB
q811kh06s1p	11	14	that	that	SCONJ
q811kh06s1p	11	15	the	the	DET
q811kh06s1p	11	16	use	use	NOUN
q811kh06s1p	11	17	of	of	ADP
q811kh06s1p	11	18	brfss	brfss	ADJ
q811kh06s1p	11	19	data	datum	NOUN
q811kh06s1p	11	20	at	at	ADP
q811kh06s1p	11	21	the	the	DET
q811kh06s1p	11	22	county	county	NOUN
q811kh06s1p	11	23	level	level	NOUN
q811kh06s1p	11	24	does	do	AUX
q811kh06s1p	11	25	not	not	PART
q811kh06s1p	11	26	ensure	ensure	VERB
q811kh06s1p	11	27	adequate	adequate	ADJ
q811kh06s1p	11	28	representation	representation	NOUN
q811kh06s1p	11	29	of	of	ADP
q811kh06s1p	11	30	all	all	DET
q811kh06s1p	11	31	relevant	relevant	ADJ
q811kh06s1p	11	32	groups	group	NOUN
q811kh06s1p	11	33	.	.	PUNCT
q811kh06s1p	12	1	the	the	DET
q811kh06s1p	12	2	results	result	NOUN
q811kh06s1p	12	3	of	of	ADP
q811kh06s1p	12	4	this	this	DET
q811kh06s1p	12	5	project	project	NOUN
q811kh06s1p	12	6	suggest	suggest	VERB
q811kh06s1p	12	7	that	that	SCONJ
q811kh06s1p	12	8	the	the	DET
q811kh06s1p	12	9	ei	ei	PROPN
q811kh06s1p	12	10	method	method	NOUN
q811kh06s1p	12	11	assumes	assume	VERB
q811kh06s1p	12	12	a	a	DET
q811kh06s1p	12	13	compositional	compositional	ADJ
q811kh06s1p	12	14	difference	difference	NOUN
q811kh06s1p	12	15	for	for	ADP
q811kh06s1p	12	16	subgroup	subgroup	NOUN
q811kh06s1p	12	17	proportions	proportion	NOUN
q811kh06s1p	12	18	.	.	PUNCT
q811kh06s1p	13	1	further	far	ADV
q811kh06s1p	13	2	,	,	PUNCT
q811kh06s1p	13	3	the	the	DET
q811kh06s1p	13	4	accuracy	accuracy	NOUN
q811kh06s1p	13	5	of	of	ADP
q811kh06s1p	13	6	ei	ei	PROPN
q811kh06s1p	13	7	estimated	estimate	VERB
q811kh06s1p	13	8	proportions	proportion	NOUN
q811kh06s1p	13	9	is	be	AUX
q811kh06s1p	13	10	strongly	strongly	ADV
q811kh06s1p	13	11	dependent	dependent	ADJ
q811kh06s1p	13	12	on	on	ADP
q811kh06s1p	13	13	the	the	DET
q811kh06s1p	13	14	level	level	NOUN
q811kh06s1p	13	15	of	of	ADP
q811kh06s1p	13	16	contextual	contextual	ADJ
q811kh06s1p	13	17	influence	influence	NOUN
q811kh06s1p	13	18	present	present	ADJ
q811kh06s1p	13	19	in	in	ADP
q811kh06s1p	13	20	the	the	DET
q811kh06s1p	13	21	grouped	group	VERB
q811kh06s1p	13	22	data	datum	NOUN
q811kh06s1p	13	23	,	,	PUNCT
q811kh06s1p	13	24	the	the	DET
q811kh06s1p	13	25	strength	strength	NOUN
q811kh06s1p	13	26	of	of	ADP
q811kh06s1p	13	27	the	the	DET
q811kh06s1p	13	28	relationship	relationship	NOUN
q811kh06s1p	13	29	between	between	ADP
q811kh06s1p	13	30	grouped	group	VERB
q811kh06s1p	13	31	measures	measure	NOUN
q811kh06s1p	13	32	,	,	PUNCT
q811kh06s1p	13	33	and	and	CCONJ
q811kh06s1p	13	34	the	the	DET
q811kh06s1p	13	35	level	level	NOUN
q811kh06s1p	13	36	of	of	ADP
q811kh06s1p	13	37	aggregation	aggregation	NOUN
q811kh06s1p	13	38	.	.	PUNCT
q811kh06s1p	14	1	the	the	DET
q811kh06s1p	14	2	solution	solution	NOUN
q811kh06s1p	14	3	to	to	ADP
q811kh06s1p	14	4	the	the	DET
q811kh06s1p	14	5	ecological	ecological	ADJ
q811kh06s1p	14	6	inference	inference	NOUN
q811kh06s1p	14	7	problem	problem	NOUN
q811kh06s1p	14	8	is	be	AUX
q811kh06s1p	14	9	identified	identify	VERB
q811kh06s1p	14	10	as	as	ADP
q811kh06s1p	14	11	a	a	DET
q811kh06s1p	14	12	solution	solution	NOUN
q811kh06s1p	14	13	for	for	ADP
q811kh06s1p	14	14	aggregation	aggregation	NOUN
q811kh06s1p	14	15	bias	bias	NOUN
q811kh06s1p	14	16	present	present	ADJ
q811kh06s1p	14	17	in	in	ADP
q811kh06s1p	14	18	the	the	DET
q811kh06s1p	14	19	explanatory	explanatory	ADJ
q811kh06s1p	14	20	variable	variable	NOUN
q811kh06s1p	14	21	only	only	ADV
q811kh06s1p	14	22	when	when	SCONJ
q811kh06s1p	14	23	using	use	VERB
q811kh06s1p	14	24	the	the	DET
q811kh06s1p	14	25	basic	basic	ADJ
q811kh06s1p	14	26	model	model	NOUN
q811kh06s1p	14	27	.	.	PUNCT
q811kh06s1p	15	1	data	datum	NOUN
q811kh06s1p	15	2	structure	structure	NOUN
q811kh06s1p	15	3	,	,	PUNCT
q811kh06s1p	15	4	relationships	relationship	NOUN
q811kh06s1p	15	5	between	between	ADP
q811kh06s1p	15	6	measures	measure	NOUN
q811kh06s1p	15	7	,	,	PUNCT
q811kh06s1p	15	8	and	and	CCONJ
q811kh06s1p	15	9	the	the	DET
q811kh06s1p	15	10	level	level	NOUN
q811kh06s1p	15	11	of	of	ADP
q811kh06s1p	15	12	aggregation	aggregation	NOUN
q811kh06s1p	15	13	are	be	AUX
q811kh06s1p	15	14	all	all	PRON
q811kh06s1p	15	15	identified	identify	VERB
q811kh06s1p	15	16	as	as	ADP
q811kh06s1p	15	17	having	have	VERB
q811kh06s1p	15	18	an	an	DET
q811kh06s1p	15	19	impact	impact	NOUN
q811kh06s1p	15	20	on	on	ADP
q811kh06s1p	15	21	ei	ei	PROPN
q811kh06s1p	15	22	's	's	PART
q811kh06s1p	15	23	ability	ability	NOUN
q811kh06s1p	15	24	to	to	PART
q811kh06s1p	15	25	make	make	VERB
q811kh06s1p	15	26	accurate	accurate	ADJ
q811kh06s1p	15	27	estimates	estimate	NOUN
q811kh06s1p	15	28	of	of	ADP
q811kh06s1p	15	29	subgroup	subgroup	NOUN
q811kh06s1p	15	30	proportions	proportion	NOUN
q811kh06s1p	15	31	.	.	PUNCT
q811kh06s1p	16	1	contextual	contextual	ADJ
q811kh06s1p	16	2	effects	effect	NOUN
q811kh06s1p	16	3	influencing	influence	VERB
q811kh06s1p	16	4	variation	variation	NOUN
q811kh06s1p	16	5	in	in	ADP
q811kh06s1p	16	6	the	the	DET
q811kh06s1p	16	7	outcome	outcome	NOUN
q811kh06s1p	16	8	measure	measure	NOUN
q811kh06s1p	16	9	is	be	AUX
q811kh06s1p	16	10	unaccounted	unaccounted	ADJ
q811kh06s1p	16	11	for	for	ADP
q811kh06s1p	16	12	in	in	ADP
q811kh06s1p	16	13	the	the	DET
q811kh06s1p	16	14	estimation	estimation	NOUN
q811kh06s1p	16	15	procedure	procedure	NOUN
q811kh06s1p	16	16	and	and	CCONJ
q811kh06s1p	16	17	is	be	AUX
q811kh06s1p	16	18	lost	lose	VERB
q811kh06s1p	16	19	to	to	ADP
q811kh06s1p	16	20	aggregation	aggregation	NOUN
q811kh06s1p	16	21	bias	bias	NOUN
q811kh06s1p	16	22	.	.	PUNCT