id sid tid token lemma pos q237hq41c3r 1 1 this this DET q237hq41c3r 1 2 dissertation dissertation NOUN q237hq41c3r 1 3 consists consist VERB q237hq41c3r 1 4 of of ADP q237hq41c3r 1 5 three three NUM q237hq41c3r 1 6 chapters chapter NOUN q237hq41c3r 1 7 . . PUNCT q237hq41c3r 2 1 in in ADP q237hq41c3r 2 2 the the DET q237hq41c3r 2 3 first first ADJ q237hq41c3r 2 4 two two NUM q237hq41c3r 2 5 chapters chapter NOUN q237hq41c3r 2 6 i i PRON q237hq41c3r 2 7 study study VERB q237hq41c3r 2 8 factors factor NOUN q237hq41c3r 2 9 that that PRON q237hq41c3r 2 10 influence influence VERB q237hq41c3r 2 11 the the DET q237hq41c3r 2 12 entry entry NOUN q237hq41c3r 2 13 of of ADP q237hq41c3r 2 14 individuals individual NOUN q237hq41c3r 2 15 into into ADP q237hq41c3r 2 16 military military ADJ q237hq41c3r 2 17 service service NOUN q237hq41c3r 2 18 . . PUNCT q237hq41c3r 3 1 in in ADP q237hq41c3r 3 2 the the DET q237hq41c3r 3 3 last last ADJ q237hq41c3r 3 4 chapter chapter NOUN q237hq41c3r 3 5 , , PUNCT q237hq41c3r 3 6 my my PRON q237hq41c3r 3 7 co co NOUN q237hq41c3r 3 8 - - NOUN q237hq41c3r 3 9 authors author NOUN q237hq41c3r 3 10 and and CCONJ q237hq41c3r 3 11 i i PRON q237hq41c3r 3 12 look look VERB q237hq41c3r 3 13 for for ADP q237hq41c3r 3 14 evidence evidence NOUN q237hq41c3r 3 15 of of ADP q237hq41c3r 3 16 peer peer NOUN q237hq41c3r 3 17 effects effect NOUN q237hq41c3r 3 18 in in ADP q237hq41c3r 3 19 marriage marriage NOUN q237hq41c3r 3 20 and and CCONJ q237hq41c3r 3 21 fertility fertility NOUN q237hq41c3r 3 22 decisions decision NOUN q237hq41c3r 3 23 among among ADP q237hq41c3r 3 24 junior junior ADJ q237hq41c3r 3 25 enlisted enlist VERB q237hq41c3r 3 26 soldiers soldier NOUN q237hq41c3r 3 27 in in ADP q237hq41c3r 3 28 the the DET q237hq41c3r 3 29 u.s u.s PROPN q237hq41c3r 3 30 . . PROPN q237hq41c3r 3 31 army.in army.in NUM q237hq41c3r 3 32 chapter chapter NOUN q237hq41c3r 3 33 one one NUM q237hq41c3r 3 34 i i PRON q237hq41c3r 3 35 use use VERB q237hq41c3r 3 36 variation variation NOUN q237hq41c3r 3 37 in in ADP q237hq41c3r 3 38 advertising advertising NOUN q237hq41c3r 3 39 exposure exposure NOUN q237hq41c3r 3 40 across across ADP q237hq41c3r 3 41 the the DET q237hq41c3r 3 42 universe universe NOUN q237hq41c3r 3 43 of of ADP q237hq41c3r 3 44 u.s u.s PROPN q237hq41c3r 3 45 . . PROPN q237hq41c3r 3 46 television television NOUN q237hq41c3r 3 47 markets market NOUN q237hq41c3r 3 48 over over ADP q237hq41c3r 3 49 the the DET q237hq41c3r 3 50 period period NOUN q237hq41c3r 3 51 2010 2010 NUM q237hq41c3r 3 52 - - SYM q237hq41c3r 3 53 2019 2019 NUM q237hq41c3r 3 54 to to PART q237hq41c3r 3 55 identify identify VERB q237hq41c3r 3 56 the the DET q237hq41c3r 3 57 effect effect NOUN q237hq41c3r 3 58 of of ADP q237hq41c3r 3 59 advertising advertising NOUN q237hq41c3r 3 60 by by ADP q237hq41c3r 3 61 components component NOUN q237hq41c3r 3 62 of of ADP q237hq41c3r 3 63 the the DET q237hq41c3r 3 64 department department PROPN q237hq41c3r 3 65 of of ADP q237hq41c3r 3 66 defense defense PROPN q237hq41c3r 3 67 ( ( PUNCT q237hq41c3r 3 68 dod dod PROPN q237hq41c3r 3 69 ) ) PUNCT q237hq41c3r 3 70 on on ADP q237hq41c3r 3 71 the the DET q237hq41c3r 3 72 quantity quantity NOUN q237hq41c3r 3 73 and and CCONJ q237hq41c3r 3 74 quality quality NOUN q237hq41c3r 3 75 of of ADP q237hq41c3r 3 76 u.s u.s PROPN q237hq41c3r 3 77 . . PROPN q237hq41c3r 3 78 army army NOUN q237hq41c3r 3 79 applications application NOUN q237hq41c3r 3 80 and and CCONJ q237hq41c3r 3 81 hires hire NOUN q237hq41c3r 3 82 . . PUNCT q237hq41c3r 4 1 to to PART q237hq41c3r 4 2 estimate estimate VERB q237hq41c3r 4 3 advertising advertising NOUN q237hq41c3r 4 4 effectiveness effectiveness NOUN q237hq41c3r 4 5 , , PUNCT q237hq41c3r 4 6 i i PRON q237hq41c3r 4 7 employ employ VERB q237hq41c3r 4 8 two two NUM q237hq41c3r 4 9 identification identification NOUN q237hq41c3r 4 10 strategies strategy NOUN q237hq41c3r 4 11 . . PUNCT q237hq41c3r 5 1 in in ADP q237hq41c3r 5 2 the the DET q237hq41c3r 5 3 first first ADJ q237hq41c3r 5 4 strategy strategy NOUN q237hq41c3r 5 5 , , PUNCT q237hq41c3r 5 6 i i PRON q237hq41c3r 5 7 use use VERB q237hq41c3r 5 8 variation variation NOUN q237hq41c3r 5 9 in in ADP q237hq41c3r 5 10 advertising advertising NOUN q237hq41c3r 5 11 exposure exposure NOUN q237hq41c3r 5 12 driven drive VERB q237hq41c3r 5 13 by by ADP q237hq41c3r 5 14 different different ADJ q237hq41c3r 5 15 levels level NOUN q237hq41c3r 5 16 of of ADP q237hq41c3r 5 17 viewership viewership NOUN q237hq41c3r 5 18 across across ADP q237hq41c3r 5 19 tv tv NOUN q237hq41c3r 5 20 markets market NOUN q237hq41c3r 5 21 . . PUNCT q237hq41c3r 6 1 in in ADP q237hq41c3r 6 2 the the DET q237hq41c3r 6 3 second second ADJ q237hq41c3r 6 4 strategy strategy NOUN q237hq41c3r 6 5 , , PUNCT q237hq41c3r 6 6 i i PRON q237hq41c3r 6 7 isolate isolate VERB q237hq41c3r 6 8 variation variation NOUN q237hq41c3r 6 9 in in ADP q237hq41c3r 6 10 advertising advertising NOUN q237hq41c3r 6 11 exposure exposure NOUN q237hq41c3r 6 12 along along ADP q237hq41c3r 6 13 the the DET q237hq41c3r 6 14 borders border NOUN q237hq41c3r 6 15 of of ADP q237hq41c3r 6 16 tv tv NOUN q237hq41c3r 6 17 markets market NOUN q237hq41c3r 6 18 . . PUNCT q237hq41c3r 7 1 i i PRON q237hq41c3r 7 2 estimate estimate VERB q237hq41c3r 7 3 long long ADV q237hq41c3r 7 4 - - PUNCT q237hq41c3r 7 5 run run VERB q237hq41c3r 7 6 own own ADJ q237hq41c3r 7 7 - - PUNCT q237hq41c3r 7 8 advertising advertising NOUN q237hq41c3r 7 9 elasticities elasticity NOUN q237hq41c3r 7 10 of of ADP q237hq41c3r 7 11 applications application NOUN q237hq41c3r 7 12 and and CCONJ q237hq41c3r 7 13 hires hire NOUN q237hq41c3r 7 14 of of ADP q237hq41c3r 7 15 0.007 0.007 NUM q237hq41c3r 7 16 - - SYM q237hq41c3r 7 17 0.013 0.013 NUM q237hq41c3r 7 18 and and CCONJ q237hq41c3r 7 19 0.006 0.006 NUM q237hq41c3r 7 20 - - SYM q237hq41c3r 7 21 0.008 0.008 NUM q237hq41c3r 7 22 , , PUNCT q237hq41c3r 7 23 respectively respectively ADV q237hq41c3r 7 24 . . PUNCT q237hq41c3r 8 1 these these DET q237hq41c3r 8 2 estimates estimate NOUN q237hq41c3r 8 3 imply imply VERB q237hq41c3r 8 4 a a DET q237hq41c3r 8 5 marginal marginal ADJ q237hq41c3r 8 6 cost cost NOUN q237hq41c3r 8 7 per per ADP q237hq41c3r 8 8 applicant applicant NOUN q237hq41c3r 8 9 of of ADP q237hq41c3r 8 10 $ $ SYM q237hq41c3r 8 11 1,027-$1,953 1,027-$1,953 NOUN q237hq41c3r 8 12 and and CCONJ q237hq41c3r 8 13 a a DET q237hq41c3r 8 14 marginal marginal ADJ q237hq41c3r 8 15 cost cost NOUN q237hq41c3r 8 16 per per ADP q237hq41c3r 8 17 hire hire NOUN q237hq41c3r 8 18 of of ADP q237hq41c3r 8 19 $ $ SYM q237hq41c3r 8 20 3,155-$5,014 3,155-$5,014 NUM q237hq41c3r 8 21 . . PUNCT q237hq41c3r 9 1 however however ADV q237hq41c3r 9 2 i i PRON q237hq41c3r 9 3 find find VERB q237hq41c3r 9 4 consistent consistent ADJ q237hq41c3r 9 5 evidence evidence NOUN q237hq41c3r 9 6 of of ADP q237hq41c3r 9 7 negative negative ADJ q237hq41c3r 9 8 spillovers spillover NOUN q237hq41c3r 9 9 in in ADP q237hq41c3r 9 10 advertising advertising NOUN q237hq41c3r 9 11 across across ADP q237hq41c3r 9 12 dod dod PROPN q237hq41c3r 9 13 components component NOUN q237hq41c3r 9 14 . . PUNCT q237hq41c3r 10 1 on on ADP q237hq41c3r 10 2 the the DET q237hq41c3r 10 3 margin margin NOUN q237hq41c3r 10 4 , , PUNCT q237hq41c3r 10 5 every every DET q237hq41c3r 10 6 dollar dollar NOUN q237hq41c3r 10 7 spent spend VERB q237hq41c3r 10 8 on on ADP q237hq41c3r 10 9 advertising advertising NOUN q237hq41c3r 10 10 by by ADP q237hq41c3r 10 11 the the DET q237hq41c3r 10 12 army army NOUN q237hq41c3r 10 13 can can AUX q237hq41c3r 10 14 be be AUX q237hq41c3r 10 15 undone undo VERB q237hq41c3r 10 16 by by ADP q237hq41c3r 10 17 an an DET q237hq41c3r 10 18 additional additional ADJ q237hq41c3r 10 19 dollar dollar NOUN q237hq41c3r 10 20 of of ADP q237hq41c3r 10 21 expenditure expenditure NOUN q237hq41c3r 10 22 by by ADP q237hq41c3r 10 23 another another DET q237hq41c3r 10 24 dod dod PROPN q237hq41c3r 10 25 service service PROPN q237hq41c3r 10 26 . . PUNCT q237hq41c3r 11 1 this this PRON q237hq41c3r 11 2 suggests suggest VERB q237hq41c3r 11 3 that that SCONJ q237hq41c3r 11 4 tv tv NOUN q237hq41c3r 11 5 advertising advertising NOUN q237hq41c3r 11 6 primarily primarily ADV q237hq41c3r 11 7 shifts shift VERB q237hq41c3r 11 8 applicants applicant NOUN q237hq41c3r 11 9 among among ADP q237hq41c3r 11 10 dod dod NOUN q237hq41c3r 11 11 components component NOUN q237hq41c3r 11 12 without without ADP q237hq41c3r 11 13 substantially substantially ADV q237hq41c3r 11 14 expanding expand VERB q237hq41c3r 11 15 overall overall ADJ q237hq41c3r 11 16 labor labor NOUN q237hq41c3r 11 17 supply supply NOUN q237hq41c3r 11 18 . . PUNCT q237hq41c3r 12 1 the the DET q237hq41c3r 12 2 existence existence NOUN q237hq41c3r 12 3 of of ADP q237hq41c3r 12 4 combative combative ADJ q237hq41c3r 12 5 advertising advertising NOUN q237hq41c3r 12 6 by by ADP q237hq41c3r 12 7 dod dod PROPN q237hq41c3r 12 8 components component NOUN q237hq41c3r 12 9 contributes contribute VERB q237hq41c3r 12 10 to to ADP q237hq41c3r 12 11 an an DET q237hq41c3r 12 12 inefficiently inefficiently ADV q237hq41c3r 12 13 high high ADJ q237hq41c3r 12 14 level level NOUN q237hq41c3r 12 15 of of ADP q237hq41c3r 12 16 public public ADJ q237hq41c3r 12 17 expenditure expenditure NOUN q237hq41c3r 12 18 on on ADP q237hq41c3r 12 19 dod dod PROPN q237hq41c3r 12 20 tv tv PROPN q237hq41c3r 12 21 advertising advertising NOUN q237hq41c3r 12 22 . . PUNCT q237hq41c3r 13 1 ( ( PUNCT q237hq41c3r 13 2 jel jel PROPN q237hq41c3r 13 3 l10 l10 PROPN q237hq41c3r 13 4 , , PUNCT q237hq41c3r 13 5 j30 j30 PROPN q237hq41c3r 13 6 , , PUNCT q237hq41c3r 13 7 m31 m31 NOUN q237hq41c3r 13 8 , , PUNCT q237hq41c3r 13 9 m37 m37 PROPN q237hq41c3r 13 10 ) ) PUNCT q237hq41c3r 13 11 in in ADP q237hq41c3r 13 12 chapter chapter NOUN q237hq41c3r 13 13 two two NUM q237hq41c3r 13 14 i i PRON q237hq41c3r 13 15 consider consider VERB q237hq41c3r 13 16 how how SCONJ q237hq41c3r 13 17 the the DET q237hq41c3r 13 18 demographic demographic ADJ q237hq41c3r 13 19 composition composition NOUN q237hq41c3r 13 20 of of ADP q237hq41c3r 13 21 recruiters recruiter NOUN q237hq41c3r 13 22 affects affect VERB q237hq41c3r 13 23 the the DET q237hq41c3r 13 24 racial racial ADJ q237hq41c3r 13 25 and and CCONJ q237hq41c3r 13 26 gender gender NOUN q237hq41c3r 13 27 composition composition NOUN q237hq41c3r 13 28 of of ADP q237hq41c3r 13 29 applicants applicant NOUN q237hq41c3r 13 30 and and CCONJ q237hq41c3r 13 31 hires hire NOUN q237hq41c3r 13 32 . . PUNCT q237hq41c3r 14 1 using use VERB q237hq41c3r 14 2 detailed detailed ADJ q237hq41c3r 14 3 administrative administrative ADJ q237hq41c3r 14 4 data datum NOUN q237hq41c3r 14 5 covering cover VERB q237hq41c3r 14 6 all all DET q237hq41c3r 14 7 applications application NOUN q237hq41c3r 14 8 and and CCONJ q237hq41c3r 14 9 enlistments enlistment NOUN q237hq41c3r 14 10 into into ADP q237hq41c3r 14 11 the the DET q237hq41c3r 14 12 u.s u.s PROPN q237hq41c3r 14 13 . . PROPN q237hq41c3r 14 14 army army PROPN q237hq41c3r 14 15 from from ADP q237hq41c3r 14 16 september september PROPN q237hq41c3r 14 17 2005 2005 NUM q237hq41c3r 14 18 - - SYM q237hq41c3r 14 19 september september PROPN q237hq41c3r 14 20 2019 2019 NUM q237hq41c3r 14 21 ( ( PUNCT q237hq41c3r 14 22 1.5 1.5 NUM q237hq41c3r 14 23 million million NUM q237hq41c3r 14 24 applicants applicant NOUN q237hq41c3r 14 25 , , PUNCT q237hq41c3r 14 26 847 847 NUM q237hq41c3r 14 27 thousand thousand NUM q237hq41c3r 14 28 enlistees enlistee NOUN q237hq41c3r 14 29 , , PUNCT q237hq41c3r 14 30 and and CCONJ q237hq41c3r 14 31 29 29 NUM q237hq41c3r 14 32 thousand thousand NUM q237hq41c3r 14 33 recruiters recruiter NOUN q237hq41c3r 14 34 ) ) PUNCT q237hq41c3r 14 35 , , PUNCT q237hq41c3r 14 36 i i PRON q237hq41c3r 14 37 show show VERB q237hq41c3r 14 38 that that SCONJ q237hq41c3r 14 39 frictions friction NOUN q237hq41c3r 14 40 in in ADP q237hq41c3r 14 41 the the DET q237hq41c3r 14 42 selection selection NOUN q237hq41c3r 14 43 and and CCONJ q237hq41c3r 14 44 assignment assignment NOUN q237hq41c3r 14 45 of of ADP q237hq41c3r 14 46 army army NOUN q237hq41c3r 14 47 recruiters recruiter NOUN q237hq41c3r 14 48 to to ADP q237hq41c3r 14 49 recruiting recruiting NOUN q237hq41c3r 14 50 stations station NOUN q237hq41c3r 14 51 leads lead VERB q237hq41c3r 14 52 to to ADP q237hq41c3r 14 53 plausibly plausibly ADV q237hq41c3r 14 54 random random ADJ q237hq41c3r 14 55 within within ADP q237hq41c3r 14 56 - - PUNCT q237hq41c3r 14 57 recruiting recruit VERB q237hq41c3r 14 58 station station NOUN q237hq41c3r 14 59 variation variation NOUN q237hq41c3r 14 60 in in ADP q237hq41c3r 14 61 the the DET q237hq41c3r 14 62 presence presence NOUN q237hq41c3r 14 63 of of ADP q237hq41c3r 14 64 a a DET q237hq41c3r 14 65 minority minority NOUN q237hq41c3r 14 66 - - PUNCT q237hq41c3r 14 67 race race NOUN q237hq41c3r 14 68 or or CCONJ q237hq41c3r 14 69 female female ADJ q237hq41c3r 14 70 recruiter recruiter NOUN q237hq41c3r 14 71 after after ADP q237hq41c3r 14 72 conditioning condition VERB q237hq41c3r 14 73 on on ADP q237hq41c3r 14 74 variables variable NOUN q237hq41c3r 14 75 that that PRON q237hq41c3r 14 76 could could AUX q237hq41c3r 14 77 influence influence VERB q237hq41c3r 14 78 the the DET q237hq41c3r 14 79 recruiter recruiter NOUN q237hq41c3r 14 80 assignment assignment NOUN q237hq41c3r 14 81 decision decision NOUN q237hq41c3r 14 82 . . PUNCT q237hq41c3r 15 1 i i PRON q237hq41c3r 15 2 find find VERB q237hq41c3r 15 3 that that SCONJ q237hq41c3r 15 4 black black ADJ q237hq41c3r 15 5 and and CCONJ q237hq41c3r 15 6 hispanic hispanic ADJ q237hq41c3r 15 7 recruiters recruiter NOUN q237hq41c3r 15 8 have have VERB q237hq41c3r 15 9 modest modest ADJ q237hq41c3r 15 10 positive positive ADJ q237hq41c3r 15 11 effects effect NOUN q237hq41c3r 15 12 on on ADP q237hq41c3r 15 13 same same ADJ q237hq41c3r 15 14 - - PUNCT q237hq41c3r 15 15 type type NOUN q237hq41c3r 15 16 applications application NOUN q237hq41c3r 15 17 and and CCONJ q237hq41c3r 15 18 enlistments enlistment NOUN q237hq41c3r 15 19 , , PUNCT q237hq41c3r 15 20 but but CCONJ q237hq41c3r 15 21 no no DET q237hq41c3r 15 22 effect effect NOUN q237hq41c3r 15 23 on on ADP q237hq41c3r 15 24 total total ADJ q237hq41c3r 15 25 enlistments enlistment NOUN q237hq41c3r 15 26 . . PUNCT q237hq41c3r 16 1 i i PRON q237hq41c3r 16 2 find find VERB q237hq41c3r 16 3 no no DET q237hq41c3r 16 4 evidence evidence NOUN q237hq41c3r 16 5 that that SCONJ q237hq41c3r 16 6 female female ADJ q237hq41c3r 16 7 recruiters recruiter NOUN q237hq41c3r 16 8 increase increase VERB q237hq41c3r 16 9 female female ADJ q237hq41c3r 16 10 applications application NOUN q237hq41c3r 16 11 or or CCONJ q237hq41c3r 16 12 enlistments enlistment NOUN q237hq41c3r 16 13 . . PUNCT q237hq41c3r 17 1 i i PRON q237hq41c3r 17 2 confirm confirm VERB q237hq41c3r 17 3 my my PRON q237hq41c3r 17 4 results result NOUN q237hq41c3r 17 5 by by ADP q237hq41c3r 17 6 estimating estimate VERB q237hq41c3r 17 7 an an DET q237hq41c3r 17 8 unmatched unmatched ADJ q237hq41c3r 17 9 and and CCONJ q237hq41c3r 17 10 matched match VERB q237hq41c3r 17 11 difference difference NOUN q237hq41c3r 17 12 - - PUNCT q237hq41c3r 17 13 in in ADP q237hq41c3r 17 14 - - PUNCT q237hq41c3r 17 15 difference difference NOUN q237hq41c3r 17 16 to to PART q237hq41c3r 17 17 identify identify VERB q237hq41c3r 17 18 the the DET q237hq41c3r 17 19 effect effect NOUN q237hq41c3r 17 20 of of ADP q237hq41c3r 17 21 recruiter recruiter NOUN q237hq41c3r 17 22 race race NOUN q237hq41c3r 17 23 and and CCONJ q237hq41c3r 17 24 gender gender NOUN q237hq41c3r 17 25 around around ADP q237hq41c3r 17 26 recruiter recruiter NOUN q237hq41c3r 17 27 arrivals arrival NOUN q237hq41c3r 17 28 and and CCONJ q237hq41c3r 17 29 departures departure NOUN q237hq41c3r 17 30 . . PUNCT q237hq41c3r 18 1 i i PRON q237hq41c3r 18 2 find find VERB q237hq41c3r 18 3 evidence evidence NOUN q237hq41c3r 18 4 that that SCONJ q237hq41c3r 18 5 the the DET q237hq41c3r 18 6 same same ADJ q237hq41c3r 18 7 - - PUNCT q237hq41c3r 18 8 type type NOUN q237hq41c3r 18 9 shift shift NOUN q237hq41c3r 18 10 in in ADP q237hq41c3r 18 11 applications application NOUN q237hq41c3r 18 12 and and CCONJ q237hq41c3r 18 13 enlistments enlistment NOUN q237hq41c3r 18 14 is be AUX q237hq41c3r 18 15 strongest strong ADJ q237hq41c3r 18 16 upon upon SCONJ q237hq41c3r 18 17 arrival arrival NOUN q237hq41c3r 18 18 , , PUNCT q237hq41c3r 18 19 with with ADP q237hq41c3r 18 20 only only ADJ q237hq41c3r 18 21 black black ADJ q237hq41c3r 18 22 recruiters recruiter NOUN q237hq41c3r 18 23 having have VERB q237hq41c3r 18 24 a a DET q237hq41c3r 18 25 statistically statistically ADV q237hq41c3r 18 26 significant significant ADJ q237hq41c3r 18 27 effect effect NOUN q237hq41c3r 18 28 at at ADP q237hq41c3r 18 29 departure departure NOUN q237hq41c3r 18 30 . . PUNCT q237hq41c3r 19 1 over over ADP q237hq41c3r 19 2 the the DET q237hq41c3r 19 3 15 15 NUM q237hq41c3r 19 4 years year NOUN q237hq41c3r 19 5 of of ADP q237hq41c3r 19 6 the the DET q237hq41c3r 19 7 sample sample NOUN q237hq41c3r 19 8 , , PUNCT q237hq41c3r 19 9 i i PRON q237hq41c3r 19 10 estimate estimate VERB q237hq41c3r 19 11 that that SCONJ q237hq41c3r 19 12 black black ADJ q237hq41c3r 19 13 recruiters recruiter NOUN q237hq41c3r 19 14 increased increase VERB q237hq41c3r 19 15 the the DET q237hq41c3r 19 16 fraction fraction NOUN q237hq41c3r 19 17 of of ADP q237hq41c3r 19 18 army army NOUN q237hq41c3r 19 19 hires hire NOUN q237hq41c3r 19 20 that that PRON q237hq41c3r 19 21 were be AUX q237hq41c3r 19 22 black black ADJ q237hq41c3r 19 23 by by ADP q237hq41c3r 19 24 0.24 0.24 NUM q237hq41c3r 19 25 percentage percentage NOUN q237hq41c3r 19 26 points point NOUN q237hq41c3r 19 27 ( ( PUNCT q237hq41c3r 19 28 1.2 1.2 NUM q237hq41c3r 19 29 percent percent NOUN q237hq41c3r 19 30 ) ) PUNCT q237hq41c3r 19 31 . . PUNCT q237hq41c3r 20 1 ( ( PUNCT q237hq41c3r 20 2 jel jel PROPN q237hq41c3r 20 3 j23 j23 PROPN q237hq41c3r 20 4 , , PUNCT q237hq41c3r 20 5 j30 j30 PROPN q237hq41c3r 20 6 , , PUNCT q237hq41c3r 20 7 j71)chapter j71)chapter PROPN q237hq41c3r 20 8 three three NUM q237hq41c3r 20 9 is be AUX q237hq41c3r 20 10 a a DET q237hq41c3r 20 11 joint joint ADJ q237hq41c3r 20 12 project project NOUN q237hq41c3r 20 13 with with ADP q237hq41c3r 20 14 susan susan PROPN q237hq41c3r 20 15 carter carter PROPN q237hq41c3r 20 16 and and CCONJ q237hq41c3r 20 17 abigail abigail PROPN q237hq41c3r 20 18 wozniak wozniak PROPN q237hq41c3r 20 19 . . PUNCT q237hq41c3r 21 1 a a DET q237hq41c3r 21 2 large large ADJ q237hq41c3r 21 3 literature literature NOUN q237hq41c3r 21 4 links link NOUN q237hq41c3r 21 5 marriage marriage NOUN q237hq41c3r 21 6 to to ADP q237hq41c3r 21 7 later later ADV q237hq41c3r 21 8 life life NOUN q237hq41c3r 21 9 outcomes outcome NOUN q237hq41c3r 21 10 for for ADP q237hq41c3r 21 11 children child NOUN q237hq41c3r 21 12 and and CCONJ q237hq41c3r 21 13 adults adult NOUN q237hq41c3r 21 14 , , PUNCT q237hq41c3r 21 15 but but CCONJ q237hq41c3r 21 16 u.s u.s PROPN q237hq41c3r 21 17 . . PROPN q237hq41c3r 21 18 marriage marriage NOUN q237hq41c3r 21 19 rates rate NOUN q237hq41c3r 21 20 have have AUX q237hq41c3r 21 21 declined decline VERB q237hq41c3r 21 22 markedly markedly ADV q237hq41c3r 21 23 in in ADP q237hq41c3r 21 24 recent recent ADJ q237hq41c3r 21 25 decades decade NOUN q237hq41c3r 21 26 , , PUNCT q237hq41c3r 21 27 particularly particularly ADV q237hq41c3r 21 28 for for ADP q237hq41c3r 21 29 those those PRON q237hq41c3r 21 30 with with ADP q237hq41c3r 21 31 less less ADJ q237hq41c3r 21 32 education education NOUN q237hq41c3r 21 33 . . PUNCT q237hq41c3r 22 1 this this DET q237hq41c3r 22 2 connection connection NOUN q237hq41c3r 22 3 raises raise VERB q237hq41c3r 22 4 concerns concern NOUN q237hq41c3r 22 5 that that SCONJ q237hq41c3r 22 6 declining decline VERB q237hq41c3r 22 7 marriage marriage NOUN q237hq41c3r 22 8 might might AUX q237hq41c3r 22 9 exacerbate exacerbate VERB q237hq41c3r 22 10 inequality inequality NOUN q237hq41c3r 22 11 in in ADP q237hq41c3r 22 12 outcomes outcome NOUN q237hq41c3r 22 13 like like ADP q237hq41c3r 22 14 children child NOUN q237hq41c3r 22 15 's 's PART q237hq41c3r 22 16 achievement achievement NOUN q237hq41c3r 22 17 and and CCONJ q237hq41c3r 22 18 adult adult NOUN q237hq41c3r 22 19 longevity longevity NOUN q237hq41c3r 22 20 . . PUNCT q237hq41c3r 23 1 in in ADP q237hq41c3r 23 2 this this DET q237hq41c3r 23 3 paper paper NOUN q237hq41c3r 23 4 , , PUNCT q237hq41c3r 23 5 we we PRON q237hq41c3r 23 6 provide provide VERB q237hq41c3r 23 7 causal causal ADJ q237hq41c3r 23 8 evidence evidence NOUN q237hq41c3r 23 9 on on ADP q237hq41c3r 23 10 one one NUM q237hq41c3r 23 11 mechanism mechanism NOUN q237hq41c3r 23 12 for for ADP q237hq41c3r 23 13 marriage marriage NOUN q237hq41c3r 23 14 rate rate NOUN q237hq41c3r 23 15 patterns pattern NOUN q237hq41c3r 23 16 : : PUNCT q237hq41c3r 23 17 peer peer NOUN q237hq41c3r 23 18 effects effect NOUN q237hq41c3r 23 19 . . PUNCT q237hq41c3r 24 1 we we PRON q237hq41c3r 24 2 use use VERB q237hq41c3r 24 3 exogenous exogenous ADJ q237hq41c3r 24 4 assignment assignment NOUN q237hq41c3r 24 5 to to PART q237hq41c3r 24 6 peer peer NOUN q237hq41c3r 24 7 groups group NOUN q237hq41c3r 24 8 for for ADP q237hq41c3r 24 9 18 18 NUM q237hq41c3r 24 10 - - SYM q237hq41c3r 24 11 24 24 NUM q237hq41c3r 24 12 year year NOUN q237hq41c3r 24 13 - - PUNCT q237hq41c3r 24 14 olds old NOUN q237hq41c3r 24 15 in in ADP q237hq41c3r 24 16 the the DET q237hq41c3r 24 17 u.s u.s PROPN q237hq41c3r 24 18 . . PROPN q237hq41c3r 24 19 army army PROPN q237hq41c3r 24 20 to to PART q237hq41c3r 24 21 identify identify VERB q237hq41c3r 24 22 the the DET q237hq41c3r 24 23 impact impact NOUN q237hq41c3r 24 24 of of ADP q237hq41c3r 24 25 peer peer NOUN q237hq41c3r 24 26 marriage marriage NOUN q237hq41c3r 24 27 on on ADP q237hq41c3r 24 28 individual individual ADJ q237hq41c3r 24 29 marriage marriage NOUN q237hq41c3r 24 30 choices choice NOUN q237hq41c3r 24 31 in in ADP q237hq41c3r 24 32 our our PRON q237hq41c3r 24 33 sample sample NOUN q237hq41c3r 24 34 . . PUNCT q237hq41c3r 25 1 we we PRON q237hq41c3r 25 2 find find VERB q237hq41c3r 25 3 that that SCONJ q237hq41c3r 25 4 peer peer NOUN q237hq41c3r 25 5 choices choice NOUN q237hq41c3r 25 6 have have VERB q237hq41c3r 25 7 statistically statistically ADV q237hq41c3r 25 8 significant significant ADJ q237hq41c3r 25 9 but but CCONJ q237hq41c3r 25 10 economically economically ADV q237hq41c3r 25 11 small small ADJ q237hq41c3r 25 12 impacts impact NOUN q237hq41c3r 25 13 on on ADP q237hq41c3r 25 14 own own ADJ q237hq41c3r 25 15 marriage marriage NOUN q237hq41c3r 25 16 . . PUNCT q237hq41c3r 26 1 these these PRON q237hq41c3r 26 2 precisely precisely ADV q237hq41c3r 26 3 estimated estimate VERB q237hq41c3r 26 4 , , PUNCT q237hq41c3r 26 5 small small ADJ q237hq41c3r 26 6 impacts impact NOUN q237hq41c3r 26 7 are be AUX q237hq41c3r 26 8 robust robust ADJ q237hq41c3r 26 9 to to ADP q237hq41c3r 26 10 a a DET q237hq41c3r 26 11 range range NOUN q237hq41c3r 26 12 of of ADP q237hq41c3r 26 13 sample sample NOUN q237hq41c3r 26 14 restrictions restriction NOUN q237hq41c3r 26 15 focusing focus VERB q237hq41c3r 26 16 on on ADP q237hq41c3r 26 17 different different ADJ q237hq41c3r 26 18 demographic demographic ADJ q237hq41c3r 26 19 groups group NOUN q237hq41c3r 26 20 . . PUNCT q237hq41c3r 27 1 we we PRON q237hq41c3r 27 2 argue argue VERB q237hq41c3r 27 3 that that SCONJ q237hq41c3r 27 4 our our PRON q237hq41c3r 27 5 u.s u.s PROPN q237hq41c3r 27 6 . . PROPN q237hq41c3r 27 7 army army PROPN q237hq41c3r 27 8 sample sample NOUN q237hq41c3r 27 9 can can AUX q237hq41c3r 27 10 potentially potentially ADV q237hq41c3r 27 11 identify identify VERB q237hq41c3r 27 12 upper upper ADJ q237hq41c3r 27 13 bounds bound NOUN q237hq41c3r 27 14 on on ADP q237hq41c3r 27 15 peer peer NOUN q237hq41c3r 27 16 impacts impact NOUN q237hq41c3r 27 17 on on ADP q237hq41c3r 27 18 marriage marriage NOUN q237hq41c3r 27 19 . . PUNCT q237hq41c3r 28 1 our our PRON q237hq41c3r 28 2 precisely precisely ADV q237hq41c3r 28 3 estimated estimate VERB q237hq41c3r 28 4 , , PUNCT q237hq41c3r 28 5 small small ADJ q237hq41c3r 28 6 peer peer NOUN q237hq41c3r 28 7 impacts impact NOUN q237hq41c3r 28 8 suggest suggest VERB q237hq41c3r 28 9 that that SCONJ q237hq41c3r 28 10 other other ADJ q237hq41c3r 28 11 factors factor NOUN q237hq41c3r 28 12 are be AUX q237hq41c3r 28 13 likely likely ADV q237hq41c3r 28 14 more more ADV q237hq41c3r 28 15 important important ADJ q237hq41c3r 28 16 for for ADP q237hq41c3r 28 17 explaining explain VERB q237hq41c3r 28 18 the the DET q237hq41c3r 28 19 decline decline NOUN q237hq41c3r 28 20 in in ADP q237hq41c3r 28 21 marriage marriage NOUN q237hq41c3r 28 22 rates rate NOUN q237hq41c3r 28 23 . . PUNCT q237hq41c3r 29 1 ( ( PUNCT q237hq41c3r 29 2 jel jel PROPN q237hq41c3r 29 3 j12 j12 PROPN q237hq41c3r 29 4 , , PUNCT q237hq41c3r 29 5 j13 j13 PROPN q237hq41c3r 29 6 ) ) PUNCT