id sid tid token lemma pos WOS-000342822000002 1 1 investigations investigation NOUN WOS-000342822000002 1 2 of of ADP WOS-000342822000002 1 3 the the DET WOS-000342822000002 1 4 effects effect NOUN WOS-000342822000002 1 5 of of ADP WOS-000342822000002 1 6 schools school NOUN WOS-000342822000002 1 7 ( ( PUNCT WOS-000342822000002 1 8 or or CCONJ WOS-000342822000002 1 9 teachers teacher NOUN WOS-000342822000002 1 10 ) ) PUNCT WOS-000342822000002 1 11 on on ADP WOS-000342822000002 1 12 student student NOUN WOS-000342822000002 1 13 achievement achievement NOUN WOS-000342822000002 1 14 focus focus VERB WOS-000342822000002 1 15 on on ADP WOS-000342822000002 1 16 either either CCONJ WOS-000342822000002 1 17 ( ( PUNCT WOS-000342822000002 1 18 1 1 X WOS-000342822000002 1 19 ) ) PUNCT WOS-000342822000002 1 20 individual individual ADJ WOS-000342822000002 1 21 school school NOUN WOS-000342822000002 1 22 effects effect NOUN WOS-000342822000002 1 23 , , PUNCT WOS-000342822000002 1 24 such such ADJ WOS-000342822000002 1 25 as as ADP WOS-000342822000002 1 26 value value NOUN WOS-000342822000002 1 27 - - PUNCT WOS-000342822000002 1 28 added add VERB WOS-000342822000002 1 29 analyses analysis NOUN WOS-000342822000002 1 30 , , PUNCT WOS-000342822000002 1 31 or or CCONJ WOS-000342822000002 1 32 ( ( PUNCT WOS-000342822000002 1 33 2 2 X WOS-000342822000002 1 34 ) ) PUNCT WOS-000342822000002 1 35 school school NOUN WOS-000342822000002 1 36 - - PUNCT WOS-000342822000002 1 37 type type NOUN WOS-000342822000002 1 38 effects effect NOUN WOS-000342822000002 1 39 , , PUNCT WOS-000342822000002 1 40 such such ADJ WOS-000342822000002 1 41 as as ADP WOS-000342822000002 1 42 comparisons comparison NOUN WOS-000342822000002 1 43 of of ADP WOS-000342822000002 1 44 charter charter NOUN WOS-000342822000002 1 45 and and CCONJ WOS-000342822000002 1 46 public public ADJ WOS-000342822000002 1 47 schools school NOUN WOS-000342822000002 1 48 . . PUNCT WOS-000342822000002 2 1 controlling control VERB WOS-000342822000002 2 2 for for ADP WOS-000342822000002 2 3 school school NOUN WOS-000342822000002 2 4 composition composition NOUN WOS-000342822000002 2 5 by by ADP WOS-000342822000002 2 6 including include VERB WOS-000342822000002 2 7 student student NOUN WOS-000342822000002 2 8 covariates covariate NOUN WOS-000342822000002 2 9 is be AUX WOS-000342822000002 2 10 critical critical ADJ WOS-000342822000002 2 11 for for ADP WOS-000342822000002 2 12 valid valid ADJ WOS-000342822000002 2 13 estimation estimation NOUN WOS-000342822000002 2 14 of of ADP WOS-000342822000002 2 15 either either DET WOS-000342822000002 2 16 kind kind NOUN WOS-000342822000002 2 17 of of ADP WOS-000342822000002 2 18 school school NOUN WOS-000342822000002 2 19 effect effect NOUN WOS-000342822000002 2 20 . . PUNCT WOS-000342822000002 3 1 student student NOUN WOS-000342822000002 3 2 covariates covariate NOUN WOS-000342822000002 3 3 often often ADV WOS-000342822000002 3 4 have have VERB WOS-000342822000002 3 5 different different ADJ WOS-000342822000002 3 6 effects effect NOUN WOS-000342822000002 3 7 between between ADP WOS-000342822000002 3 8 schools school NOUN WOS-000342822000002 3 9 than than ADP WOS-000342822000002 3 10 within within ADP WOS-000342822000002 3 11 schools school NOUN WOS-000342822000002 3 12 . . PUNCT WOS-000342822000002 4 1 econometricians econometrician NOUN WOS-000342822000002 4 2 typically typically ADV WOS-000342822000002 4 3 attribute attribute VERB WOS-000342822000002 4 4 such such ADJ WOS-000342822000002 4 5 differences difference NOUN WOS-000342822000002 4 6 to to ADP WOS-000342822000002 4 7 a a DET WOS-000342822000002 4 8 form form NOUN WOS-000342822000002 4 9 of of ADP WOS-000342822000002 4 10 endogeneity endogeneity NOUN WOS-000342822000002 4 11 , , PUNCT WOS-000342822000002 4 12 specifically specifically ADV WOS-000342822000002 4 13 , , PUNCT WOS-000342822000002 4 14 level-2 level-2 NOUN WOS-000342822000002 4 15 endogeneity endogeneity NOUN WOS-000342822000002 4 16 , , PUNCT WOS-000342822000002 4 17 or or CCONJ WOS-000342822000002 4 18 the the DET WOS-000342822000002 4 19 confounding confounding NOUN WOS-000342822000002 4 20 of of ADP WOS-000342822000002 4 21 student student NOUN WOS-000342822000002 4 22 covariates covariate NOUN WOS-000342822000002 4 23 with with ADP WOS-000342822000002 4 24 unobserved unobserved ADJ WOS-000342822000002 4 25 school school NOUN WOS-000342822000002 4 26 characteristics characteristic NOUN WOS-000342822000002 4 27 , , PUNCT WOS-000342822000002 4 28 whereas whereas SCONJ WOS-000342822000002 4 29 education education NOUN WOS-000342822000002 4 30 researchers researcher NOUN WOS-000342822000002 4 31 primarily primarily ADV WOS-000342822000002 4 32 interpret interpret VERB WOS-000342822000002 4 33 the the DET WOS-000342822000002 4 34 differences difference NOUN WOS-000342822000002 4 35 as as ADP WOS-000342822000002 4 36 contextual contextual ADJ WOS-000342822000002 4 37 effects effect NOUN WOS-000342822000002 4 38 or or CCONJ WOS-000342822000002 4 39 the the DET WOS-000342822000002 4 40 effects effect NOUN WOS-000342822000002 4 41 of of ADP WOS-000342822000002 4 42 collective collective ADJ WOS-000342822000002 4 43 peer peer NOUN WOS-000342822000002 4 44 attributes attribute NOUN WOS-000342822000002 4 45 on on ADP WOS-000342822000002 4 46 individual individual ADJ WOS-000342822000002 4 47 student student NOUN WOS-000342822000002 4 48 achievement achievement NOUN WOS-000342822000002 4 49 . . PUNCT WOS-000342822000002 5 1 this this DET WOS-000342822000002 5 2 article article NOUN WOS-000342822000002 5 3 considers consider VERB WOS-000342822000002 5 4 both both PRON WOS-000342822000002 5 5 and and CCONJ WOS-000342822000002 5 6 makes make VERB WOS-000342822000002 5 7 connections connection NOUN WOS-000342822000002 5 8 between between ADP WOS-000342822000002 5 9 the the DET WOS-000342822000002 5 10 econometric econometric ADJ WOS-000342822000002 5 11 and and CCONJ WOS-000342822000002 5 12 education education NOUN WOS-000342822000002 5 13 research research NOUN WOS-000342822000002 5 14 literatures literature NOUN WOS-000342822000002 5 15 . . PUNCT WOS-000342822000002 6 1 we we PRON WOS-000342822000002 6 2 show show VERB WOS-000342822000002 6 3 that that SCONJ WOS-000342822000002 6 4 the the DET WOS-000342822000002 6 5 hausman hausman PROPN WOS-000342822000002 6 6 and and CCONJ WOS-000342822000002 6 7 taylor taylor PROPN WOS-000342822000002 6 8 approach approach NOUN WOS-000342822000002 6 9 from from ADP WOS-000342822000002 6 10 panel panel NOUN WOS-000342822000002 6 11 data datum NOUN WOS-000342822000002 6 12 econometrics econometric NOUN WOS-000342822000002 6 13 can can AUX WOS-000342822000002 6 14 be be AUX WOS-000342822000002 6 15 used use VERB WOS-000342822000002 6 16 for for ADP WOS-000342822000002 6 17 valid valid ADJ WOS-000342822000002 6 18 estimation estimation NOUN WOS-000342822000002 6 19 of of ADP WOS-000342822000002 6 20 individual individual ADJ WOS-000342822000002 6 21 school school NOUN WOS-000342822000002 6 22 or or CCONJ WOS-000342822000002 6 23 school school NOUN WOS-000342822000002 6 24 - - PUNCT WOS-000342822000002 6 25 type type NOUN WOS-000342822000002 6 26 effects effect NOUN WOS-000342822000002 6 27 when when SCONJ WOS-000342822000002 6 28 there there PRON WOS-000342822000002 6 29 is be VERB WOS-000342822000002 6 30 only only ADV WOS-000342822000002 6 31 level-2 level-2 NOUN WOS-000342822000002 6 32 endogeneity endogeneity NOUN WOS-000342822000002 6 33 but but CCONJ WOS-000342822000002 6 34 can can AUX WOS-000342822000002 6 35 lead lead VERB WOS-000342822000002 6 36 to to ADP WOS-000342822000002 6 37 bias bias NOUN WOS-000342822000002 6 38 when when SCONJ WOS-000342822000002 6 39 there there PRON WOS-000342822000002 6 40 are be VERB WOS-000342822000002 6 41 also also ADV WOS-000342822000002 6 42 contextual contextual ADJ WOS-000342822000002 6 43 or or CCONJ WOS-000342822000002 6 44 peer peer NOUN WOS-000342822000002 6 45 effects effect NOUN WOS-000342822000002 6 46 . . PUNCT WOS-000342822000002 7 1 in in ADP WOS-000342822000002 7 2 contrast contrast NOUN WOS-000342822000002 7 3 , , PUNCT WOS-000342822000002 7 4 contextual contextual ADJ WOS-000342822000002 7 5 effects effect NOUN WOS-000342822000002 7 6 are be AUX WOS-000342822000002 7 7 typically typically ADV WOS-000342822000002 7 8 estimated estimate VERB WOS-000342822000002 7 9 by by ADP WOS-000342822000002 7 10 including include VERB WOS-000342822000002 7 11 school school NOUN WOS-000342822000002 7 12 means mean NOUN WOS-000342822000002 7 13 of of ADP WOS-000342822000002 7 14 student student NOUN WOS-000342822000002 7 15 covariates covariate NOUN WOS-000342822000002 7 16 in in ADP WOS-000342822000002 7 17 addition addition NOUN WOS-000342822000002 7 18 to to ADP WOS-000342822000002 7 19 the the DET WOS-000342822000002 7 20 student student NOUN WOS-000342822000002 7 21 - - PUNCT WOS-000342822000002 7 22 level level NOUN WOS-000342822000002 7 23 covariates covariate NOUN WOS-000342822000002 7 24 ( ( PUNCT WOS-000342822000002 7 25 equivalent equivalent ADJ WOS-000342822000002 7 26 to to ADP WOS-000342822000002 7 27 the the DET WOS-000342822000002 7 28 mundlak mundlak ADJ WOS-000342822000002 7 29 device device NOUN WOS-000342822000002 7 30 ) ) PUNCT WOS-000342822000002 7 31 , , PUNCT WOS-000342822000002 7 32 but but CCONJ WOS-000342822000002 7 33 this this PRON WOS-000342822000002 7 34 leads lead VERB WOS-000342822000002 7 35 to to ADP WOS-000342822000002 7 36 biased biased ADJ WOS-000342822000002 7 37 school school NOUN WOS-000342822000002 7 38 comparisons comparison NOUN WOS-000342822000002 7 39 in in ADP WOS-000342822000002 7 40 the the DET WOS-000342822000002 7 41 presence presence NOUN WOS-000342822000002 7 42 of of ADP WOS-000342822000002 7 43 level-2 level-2 NOUN WOS-000342822000002 7 44 endogeneity endogeneity NOUN WOS-000342822000002 7 45 . . PUNCT WOS-000342822000002 8 1 we we PRON WOS-000342822000002 8 2 interpret interpret VERB WOS-000342822000002 8 3 the the DET WOS-000342822000002 8 4 estimates estimate NOUN WOS-000342822000002 8 5 from from ADP WOS-000342822000002 8 6 these these DET WOS-000342822000002 8 7 two two NUM WOS-000342822000002 8 8 competing compete VERB WOS-000342822000002 8 9 estimators estimator NOUN WOS-000342822000002 8 10 in in ADP WOS-000342822000002 8 11 terms term NOUN WOS-000342822000002 8 12 of of ADP WOS-000342822000002 8 13 the the DET WOS-000342822000002 8 14 type type NOUN WOS-000342822000002 8 15 a a PRON WOS-000342822000002 8 16 and and CCONJ WOS-000342822000002 8 17 type type NOUN WOS-000342822000002 8 18 b b NOUN WOS-000342822000002 8 19 school school NOUN WOS-000342822000002 8 20 effects effect NOUN WOS-000342822000002 8 21 defined define VERB WOS-000342822000002 8 22 by by ADP WOS-000342822000002 8 23 raudenbush raudenbush PROPN WOS-000342822000002 8 24 and and CCONJ WOS-000342822000002 8 25 willms willm NOUN WOS-000342822000002 8 26 and and CCONJ WOS-000342822000002 8 27 show show VERB WOS-000342822000002 8 28 that that SCONJ WOS-000342822000002 8 29 both both DET WOS-000342822000002 8 30 estimators estimator NOUN WOS-000342822000002 8 31 are be AUX WOS-000342822000002 8 32 preferable preferable ADJ WOS-000342822000002 8 33 to to ADP WOS-000342822000002 8 34 the the DET WOS-000342822000002 8 35 common common ADJ WOS-000342822000002 8 36 group group NOUN WOS-000342822000002 8 37 - - PUNCT WOS-000342822000002 8 38 mean mean ADJ WOS-000342822000002 8 39 - - PUNCT WOS-000342822000002 8 40 centering center VERB WOS-000342822000002 8 41 approach approach NOUN WOS-000342822000002 8 42 . . PUNCT