id sid tid token lemma pos WOS-000696992800014 1 1 this this DET WOS-000696992800014 1 2 paper paper NOUN WOS-000696992800014 1 3 uses use VERB WOS-000696992800014 1 4 data datum NOUN WOS-000696992800014 1 5 on on ADP WOS-000696992800014 1 6 ohio ohio PROPN WOS-000696992800014 1 7 school school PROPN WOS-000696992800014 1 8 districts district NOUN WOS-000696992800014 1 9 to to PART WOS-000696992800014 1 10 estimate estimate VERB WOS-000696992800014 1 11 the the DET WOS-000696992800014 1 12 short short ADJ WOS-000696992800014 1 13 and and CCONJ WOS-000696992800014 1 14 long long ADJ WOS-000696992800014 1 15 term term NOUN WOS-000696992800014 1 16 impact impact NOUN WOS-000696992800014 1 17 of of ADP WOS-000696992800014 1 18 different different ADJ WOS-000696992800014 1 19 types type NOUN WOS-000696992800014 1 20 of of ADP WOS-000696992800014 1 21 school school NOUN WOS-000696992800014 1 22 expenditures expenditure NOUN WOS-000696992800014 1 23 on on ADP WOS-000696992800014 1 24 student student NOUN WOS-000696992800014 1 25 outcomes outcome NOUN WOS-000696992800014 1 26 . . PUNCT WOS-000696992800014 2 1 our our PRON WOS-000696992800014 2 2 identification identification NOUN WOS-000696992800014 2 3 strategy strategy NOUN WOS-000696992800014 2 4 employs employ VERB WOS-000696992800014 2 5 a a DET WOS-000696992800014 2 6 dynamic dynamic ADJ WOS-000696992800014 2 7 regression regression NOUN WOS-000696992800014 2 8 discontinuity discontinuity NOUN WOS-000696992800014 2 9 design design NOUN WOS-000696992800014 2 10 that that PRON WOS-000696992800014 2 11 relies rely VERB WOS-000696992800014 2 12 upon upon SCONJ WOS-000696992800014 2 13 the the DET WOS-000696992800014 2 14 exogenous exogenous ADJ WOS-000696992800014 2 15 variation variation NOUN WOS-000696992800014 2 16 in in ADP WOS-000696992800014 2 17 public public ADJ WOS-000696992800014 2 18 school school NOUN WOS-000696992800014 2 19 funding funding NOUN WOS-000696992800014 2 20 created create VERB WOS-000696992800014 2 21 by by ADP WOS-000696992800014 2 22 marginally marginally ADV WOS-000696992800014 2 23 approved approve VERB WOS-000696992800014 2 24 or or CCONJ WOS-000696992800014 2 25 failed fail VERB WOS-000696992800014 2 26 local local ADJ WOS-000696992800014 2 27 referenda referenda NOUN WOS-000696992800014 2 28 to to ADP WOS-000696992800014 2 29 fund fund NOUN WOS-000696992800014 2 30 ohio ohio PROPN WOS-000696992800014 2 31 schools school NOUN WOS-000696992800014 2 32 . . PUNCT WOS-000696992800014 3 1 we we PRON WOS-000696992800014 3 2 find find VERB WOS-000696992800014 3 3 that that SCONJ WOS-000696992800014 3 4 additional additional ADJ WOS-000696992800014 3 5 school school NOUN WOS-000696992800014 3 6 expenditures expenditure NOUN WOS-000696992800014 3 7 on on ADP WOS-000696992800014 3 8 operating operate VERB WOS-000696992800014 3 9 , , PUNCT WOS-000696992800014 3 10 minor minor ADJ WOS-000696992800014 3 11 capital capital NOUN WOS-000696992800014 3 12 , , PUNCT WOS-000696992800014 3 13 and and CCONJ WOS-000696992800014 3 14 major major ADJ WOS-000696992800014 3 15 capital capital NOUN WOS-000696992800014 3 16 expenditure expenditure NOUN WOS-000696992800014 3 17 categories category NOUN WOS-000696992800014 3 18 do do AUX WOS-000696992800014 3 19 not not PART WOS-000696992800014 3 20 have have VERB WOS-000696992800014 3 21 a a DET WOS-000696992800014 3 22 statistically statistically ADV WOS-000696992800014 3 23 significant significant ADJ WOS-000696992800014 3 24 effect effect NOUN WOS-000696992800014 3 25 on on ADP WOS-000696992800014 3 26 the the DET WOS-000696992800014 3 27 student student NOUN WOS-000696992800014 3 28 test test NOUN WOS-000696992800014 3 29 scores score NOUN WOS-000696992800014 3 30 of of ADP WOS-000696992800014 3 31 the the DET WOS-000696992800014 3 32 average average ADJ WOS-000696992800014 3 33 public public ADJ WOS-000696992800014 3 34 school school NOUN WOS-000696992800014 3 35 . . PUNCT WOS-000696992800014 4 1 importantly importantly ADV WOS-000696992800014 4 2 , , PUNCT WOS-000696992800014 4 3 however however ADV WOS-000696992800014 4 4 , , PUNCT WOS-000696992800014 4 5 operating operate VERB WOS-000696992800014 4 6 expenditures expenditure NOUN WOS-000696992800014 4 7 have have VERB WOS-000696992800014 4 8 a a DET WOS-000696992800014 4 9 large large ADJ WOS-000696992800014 4 10 and and CCONJ WOS-000696992800014 4 11 statistically statistically ADV WOS-000696992800014 4 12 significant significant ADJ WOS-000696992800014 4 13 impact impact NOUN WOS-000696992800014 4 14 on on ADP WOS-000696992800014 4 15 student student NOUN WOS-000696992800014 4 16 performance performance NOUN WOS-000696992800014 4 17 in in ADP WOS-000696992800014 4 18 higher high ADJ WOS-000696992800014 4 19 poverty poverty NOUN WOS-000696992800014 4 20 school school NOUN WOS-000696992800014 4 21 districts district NOUN WOS-000696992800014 4 22 . . PUNCT WOS-000696992800014 5 1 we we PRON WOS-000696992800014 5 2 also also ADV WOS-000696992800014 5 3 examine examine VERB WOS-000696992800014 5 4 possible possible ADJ WOS-000696992800014 5 5 channels channel NOUN WOS-000696992800014 5 6 ( ( PUNCT WOS-000696992800014 5 7 e.g. e.g. X WOS-000696992800014 5 8 , , PUNCT WOS-000696992800014 5 9 class class NOUN WOS-000696992800014 5 10 size size NOUN WOS-000696992800014 5 11 , , PUNCT WOS-000696992800014 5 12 attendance attendance NOUN WOS-000696992800014 5 13 , , PUNCT WOS-000696992800014 5 14 discipline discipline NOUN WOS-000696992800014 5 15 , , PUNCT WOS-000696992800014 5 16 and and CCONJ WOS-000696992800014 5 17 teachers teacher NOUN WOS-000696992800014 5 18 ' ' PART WOS-000696992800014 5 19 compensation compensation NOUN WOS-000696992800014 5 20 ) ) PUNCT WOS-000696992800014 5 21 through through ADP WOS-000696992800014 5 22 which which PRON WOS-000696992800014 5 23 each each DET WOS-000696992800014 5 24 type type NOUN WOS-000696992800014 5 25 of of ADP WOS-000696992800014 5 26 expenditure expenditure NOUN WOS-000696992800014 5 27 may may AUX WOS-000696992800014 5 28 affect affect VERB WOS-000696992800014 5 29 outcomes outcome NOUN WOS-000696992800014 5 30 , , PUNCT WOS-000696992800014 5 31 and and CCONJ WOS-000696992800014 5 32 we we PRON WOS-000696992800014 5 33 find find VERB WOS-000696992800014 5 34 that that SCONJ WOS-000696992800014 5 35 teachers teacher NOUN WOS-000696992800014 5 36 ' ' PART WOS-000696992800014 5 37 compensation compensation NOUN WOS-000696992800014 5 38 is be AUX WOS-000696992800014 5 39 the the DET WOS-000696992800014 5 40 only only ADJ WOS-000696992800014 5 41 channel channel NOUN WOS-000696992800014 5 42 that that PRON WOS-000696992800014 5 43 is be AUX WOS-000696992800014 5 44 affected affect VERB WOS-000696992800014 5 45 by by ADP WOS-000696992800014 5 46 additional additional ADJ WOS-000696992800014 5 47 operating operating NOUN WOS-000696992800014 5 48 and and CCONJ WOS-000696992800014 5 49 minor minor ADJ WOS-000696992800014 5 50 capital capital NOUN WOS-000696992800014 5 51 expenditures expenditure NOUN WOS-000696992800014 5 52 . . PUNCT