id sid tid token lemma pos fbem-13973 1 1 frontiers frontier NOUN fbem-13973 1 2 in in ADP fbem-13973 1 3 business business NOUN fbem-13973 1 4 , , PUNCT fbem-13973 1 5 economics economic NOUN fbem-13973 1 6 and and CCONJ fbem-13973 1 7 management management NOUN fbem-13973 1 8 issn issn PROPN fbem-13973 1 9 : : PUNCT fbem-13973 1 10 2766 2766 NUM fbem-13973 1 11 - - PUNCT fbem-13973 1 12 824x 824x NUM fbem-13973 1 13 | | ADJ fbem-13973 1 14 vol vol NOUN fbem-13973 1 15 . . PROPN fbem-13973 2 1 12 12 NUM fbem-13973 2 2 , , PUNCT fbem-13973 2 3 no no INTJ fbem-13973 2 4 . . NOUN fbem-13973 2 5 1 1 NUM fbem-13973 2 6 , , PUNCT fbem-13973 2 7 2023 2023 NUM fbem-13973 2 8 123 123 NUM fbem-13973 2 9 econometric econometric ADJ fbem-13973 2 10 investigation investigation NOUN fbem-13973 2 11 of of ADP fbem-13973 2 12 the the DET fbem-13973 2 13 determinants determinant NOUN fbem-13973 2 14 of of ADP fbem-13973 2 15 well‐ well‐ NUM fbem-13973 2 16 being be AUX fbem-13973 2 17 through through ADP fbem-13973 2 18 empirical empirical ADJ fbem-13973 2 19 analysis analysis NOUN fbem-13973 2 20 wanjun wanjun NOUN fbem-13973 2 21 xiao1 xiao1 PROPN fbem-13973 2 22 , , PUNCT fbem-13973 2 23 a a DET fbem-13973 2 24 1the 1the PROPN fbem-13973 2 25 university university NOUN fbem-13973 2 26 of of ADP fbem-13973 2 27 sheffield sheffield PROPN fbem-13973 2 28 , , PUNCT fbem-13973 2 29 western western ADJ fbem-13973 2 30 bank bank PROPN fbem-13973 2 31 , , PUNCT fbem-13973 2 32 sheffield sheffield PROPN fbem-13973 2 33 s10 s10 PROPN fbem-13973 2 34 2tn 2tn PROPN fbem-13973 2 35 , , PUNCT fbem-13973 2 36 england england PROPN fbem-13973 2 37 apthahnil@163.com apthahnil@163.com PROPN fbem-13973 2 38 abstract abstract NOUN fbem-13973 2 39 : : PUNCT fbem-13973 2 40 utility utility NOUN fbem-13973 2 41 functions function NOUN fbem-13973 2 42 serve serve VERB fbem-13973 2 43 as as ADP fbem-13973 2 44 a a DET fbem-13973 2 45 prevalent prevalent ADJ fbem-13973 2 46 basis basis NOUN fbem-13973 2 47 for for ADP fbem-13973 2 48 the the DET fbem-13973 2 49 theory theory NOUN fbem-13973 2 50 of of ADP fbem-13973 2 51 maximisation maximisation NOUN fbem-13973 2 52 in in ADP fbem-13973 2 53 the the DET fbem-13973 2 54 field field NOUN fbem-13973 2 55 of of ADP fbem-13973 2 56 microeconomics microeconomic NOUN fbem-13973 2 57 . . PUNCT fbem-13973 3 1 consequently consequently ADV fbem-13973 3 2 , , PUNCT fbem-13973 3 3 conducting conduct VERB fbem-13973 3 4 empirical empirical ADJ fbem-13973 3 5 research research NOUN fbem-13973 3 6 on on ADP fbem-13973 3 7 life life NOUN fbem-13973 3 8 satisfaction satisfaction NOUN fbem-13973 3 9 offers offer VERB fbem-13973 3 10 a a DET fbem-13973 3 11 robust robust ADJ fbem-13973 3 12 means mean NOUN fbem-13973 3 13 of of ADP fbem-13973 3 14 assessing assess VERB fbem-13973 3 15 the the DET fbem-13973 3 16 applicability applicability NOUN fbem-13973 3 17 of of ADP fbem-13973 3 18 this this DET fbem-13973 3 19 theory theory NOUN fbem-13973 3 20 . . PUNCT fbem-13973 4 1 through through ADP fbem-13973 4 2 the the DET fbem-13973 4 3 utilisation utilisation NOUN fbem-13973 4 4 of of ADP fbem-13973 4 5 data datum NOUN fbem-13973 4 6 derived derive VERB fbem-13973 4 7 from from ADP fbem-13973 4 8 the the DET fbem-13973 4 9 uk uk PROPN fbem-13973 4 10 household household PROPN fbem-13973 4 11 longitudinal longitudinal ADJ fbem-13973 4 12 survey survey NOUN fbem-13973 4 13 , , PUNCT fbem-13973 4 14 an an DET fbem-13973 4 15 empirical empirical ADJ fbem-13973 4 16 examination examination NOUN fbem-13973 4 17 may may AUX fbem-13973 4 18 be be AUX fbem-13973 4 19 undertaken undertake VERB fbem-13973 4 20 to to PART fbem-13973 4 21 explore explore VERB fbem-13973 4 22 the the DET fbem-13973 4 23 factors factor NOUN fbem-13973 4 24 influencing influence VERB fbem-13973 4 25 happiness happiness NOUN fbem-13973 4 26 , , PUNCT fbem-13973 4 27 employing employ VERB fbem-13973 4 28 econometric econometric ADJ fbem-13973 4 29 techniques technique NOUN fbem-13973 4 30 . . PUNCT fbem-13973 5 1 this this DET fbem-13973 5 2 analysis analysis NOUN fbem-13973 5 3 aims aim VERB fbem-13973 5 4 to to PART fbem-13973 5 5 identify identify VERB fbem-13973 5 6 certain certain ADJ fbem-13973 5 7 demographic demographic ADJ fbem-13973 5 8 groups group NOUN fbem-13973 5 9 that that PRON fbem-13973 5 10 may may AUX fbem-13973 5 11 require require VERB fbem-13973 5 12 supplementary supplementary ADJ fbem-13973 5 13 assistance assistance NOUN fbem-13973 5 14 . . PUNCT fbem-13973 6 1 by by ADP fbem-13973 6 2 employing employ VERB fbem-13973 6 3 linear linear ADJ fbem-13973 6 4 and and CCONJ fbem-13973 6 5 non non ADJ fbem-13973 6 6 - - ADJ fbem-13973 6 7 linear linear ADJ fbem-13973 6 8 probability probability NOUN fbem-13973 6 9 models model NOUN fbem-13973 6 10 , , PUNCT fbem-13973 6 11 our our PRON fbem-13973 6 12 analysis analysis NOUN fbem-13973 6 13 reveals reveal VERB fbem-13973 6 14 that that SCONJ fbem-13973 6 15 maintaining maintain VERB fbem-13973 6 16 good good ADJ fbem-13973 6 17 health health NOUN fbem-13973 6 18 significantly significantly ADV fbem-13973 6 19 contributes contribute VERB fbem-13973 6 20 to to ADP fbem-13973 6 21 the the DET fbem-13973 6 22 likelihood likelihood NOUN fbem-13973 6 23 of of ADP fbem-13973 6 24 experiencing experience VERB fbem-13973 6 25 contentment contentment NOUN fbem-13973 6 26 , , PUNCT fbem-13973 6 27 but but CCONJ fbem-13973 6 28 the the DET fbem-13973 6 29 influence influence NOUN fbem-13973 6 30 of of ADP fbem-13973 6 31 wealth wealth NOUN fbem-13973 6 32 on on ADP fbem-13973 6 33 this this DET fbem-13973 6 34 probability probability NOUN fbem-13973 6 35 may may AUX fbem-13973 6 36 be be AUX fbem-13973 6 37 less less ADV fbem-13973 6 38 substantial substantial ADJ fbem-13973 6 39 than than SCONJ fbem-13973 6 40 initially initially ADV fbem-13973 6 41 anticipated anticipate VERB fbem-13973 6 42 . . PUNCT fbem-13973 7 1 keywords keyword NOUN fbem-13973 7 2 : : PUNCT fbem-13973 7 3 life life NOUN fbem-13973 7 4 satisfaction satisfaction NOUN fbem-13973 7 5 , , PUNCT fbem-13973 7 6 determinants determinant NOUN fbem-13973 7 7 of of ADP fbem-13973 7 8 happiness happiness NOUN fbem-13973 7 9 , , PUNCT fbem-13973 7 10 probability probability NOUN fbem-13973 7 11 models model NOUN fbem-13973 7 12 . . PUNCT fbem-13973 8 1 1 1 X fbem-13973 8 2 . . X fbem-13973 8 3 introduction introduction NOUN fbem-13973 8 4 in in ADP fbem-13973 8 5 recent recent ADJ fbem-13973 8 6 years year NOUN fbem-13973 8 7 , , PUNCT fbem-13973 8 8 there there PRON fbem-13973 8 9 has have AUX fbem-13973 8 10 been be AUX fbem-13973 8 11 concern concern NOUN fbem-13973 8 12 that that SCONJ fbem-13973 8 13 standard standard ADJ fbem-13973 8 14 macroeconomic macroeconomic ADJ fbem-13973 8 15 statistics statistic NOUN fbem-13973 8 16 such such ADJ fbem-13973 8 17 as as ADP fbem-13973 8 18 gross gross ADJ fbem-13973 8 19 domestic domestic ADJ fbem-13973 8 20 product product NOUN fbem-13973 8 21 , , PUNCT fbem-13973 8 22 long long ADV fbem-13973 8 23 used use VERB fbem-13973 8 24 as as ADP fbem-13973 8 25 a a DET fbem-13973 8 26 proxy proxy NOUN fbem-13973 8 27 for for ADP fbem-13973 8 28 measuring measure VERB fbem-13973 8 29 well well ADV fbem-13973 8 30 - - PUNCT fbem-13973 8 31 being being NOUN fbem-13973 8 32 , , PUNCT fbem-13973 8 33 fail fail VERB fbem-13973 8 34 to to PART fbem-13973 8 35 truly truly ADV fbem-13973 8 36 reflect reflect VERB fbem-13973 8 37 people people NOUN fbem-13973 8 38 's 's PART fbem-13973 8 39 current current ADJ fbem-13973 8 40 and and CCONJ fbem-13973 8 41 future future ADJ fbem-13973 8 42 living living NOUN fbem-13973 8 43 conditions condition NOUN fbem-13973 8 44 . . PUNCT fbem-13973 9 1 the the DET fbem-13973 9 2 ongoing ongoing ADJ fbem-13973 9 3 economic economic ADJ fbem-13973 9 4 and and CCONJ fbem-13973 9 5 financial financial ADJ fbem-13973 9 6 crisis crisis NOUN fbem-13973 9 7 has have AUX fbem-13973 9 8 reinforced reinforce VERB fbem-13973 9 9 this this DET fbem-13973 9 10 perception perception NOUN fbem-13973 9 11 , , PUNCT fbem-13973 9 12 and and CCONJ fbem-13973 9 13 it it PRON fbem-13973 9 14 is be AUX fbem-13973 9 15 now now ADV fbem-13973 9 16 widely widely ADV fbem-13973 9 17 recognized recognize VERB fbem-13973 9 18 that that SCONJ fbem-13973 9 19 gdp gdp NOUN fbem-13973 9 20 figures figure NOUN fbem-13973 9 21 can can AUX fbem-13973 9 22 only only ADV fbem-13973 9 23 partially partially ADV fbem-13973 9 24 reflect reflect VERB fbem-13973 9 25 a a DET fbem-13973 9 26 wide wide ADJ fbem-13973 9 27 range range NOUN fbem-13973 9 28 of of ADP fbem-13973 9 29 factors factor NOUN fbem-13973 9 30 that that PRON fbem-13973 9 31 are be AUX fbem-13973 9 32 critical critical ADJ fbem-13973 9 33 to to ADP fbem-13973 9 34 people people NOUN fbem-13973 9 35 's 's PART fbem-13973 9 36 lives life NOUN fbem-13973 9 37 . . PUNCT fbem-13973 10 1 at at ADP fbem-13973 10 2 the the DET fbem-13973 10 3 heart heart NOUN fbem-13973 10 4 of of ADP fbem-13973 10 5 policy policy NOUN fbem-13973 10 6 action action NOUN fbem-13973 10 7 must must AUX fbem-13973 10 8 be be AUX fbem-13973 10 9 the the DET fbem-13973 10 10 needs need NOUN fbem-13973 10 11 , , PUNCT fbem-13973 10 12 concerns concern NOUN fbem-13973 10 13 and and CCONJ fbem-13973 10 14 aspirations aspiration NOUN fbem-13973 10 15 of of ADP fbem-13973 10 16 the the DET fbem-13973 10 17 people people NOUN fbem-13973 10 18 and and CCONJ fbem-13973 10 19 the the DET fbem-13973 10 20 sustainability sustainability NOUN fbem-13973 10 21 of of ADP fbem-13973 10 22 our our PRON fbem-13973 10 23 society society NOUN fbem-13973 10 24 . . PUNCT fbem-13973 11 1 the the DET fbem-13973 11 2 oecd oecd PROPN fbem-13973 11 3 publication publication NOUN fbem-13973 11 4 " " PUNCT fbem-13973 11 5 how how SCONJ fbem-13973 11 6 's be AUX fbem-13973 11 7 life life NOUN fbem-13973 11 8 ? ? PUNCT fbem-13973 12 1 2020 2020 NUM fbem-13973 12 2 : : PUNCT fbem-13973 12 3 measuring measure VERB fbem-13973 12 4 well well ADV fbem-13973 12 5 - - PUNCT fbem-13973 12 6 being being NOUN fbem-13973 12 7 " " PUNCT fbem-13973 12 8 provides provide VERB fbem-13973 12 9 a a DET fbem-13973 12 10 good good ADJ fbem-13973 12 11 starting starting NOUN fbem-13973 12 12 point point NOUN fbem-13973 12 13 for for ADP fbem-13973 12 14 studying study VERB fbem-13973 12 15 what what PRON fbem-13973 12 16 went go VERB fbem-13973 12 17 wrong wrong ADJ fbem-13973 12 18 . . PUNCT fbem-13973 13 1 the the DET fbem-13973 13 2 oecd oecd PROPN fbem-13973 13 3 report report NOUN fbem-13973 13 4 categorizes categorize VERB fbem-13973 13 5 itself itself PRON fbem-13973 13 6 into into ADP fbem-13973 13 7 two two NUM fbem-13973 13 8 categories category NOUN fbem-13973 13 9 : : PUNCT fbem-13973 13 10 1 1 NUM fbem-13973 13 11 ) ) PUNCT fbem-13973 13 12 positive positive ADJ fbem-13973 13 13 and and CCONJ fbem-13973 13 14 negative negative ADJ fbem-13973 13 15 effects effect NOUN fbem-13973 13 16 , , PUNCT fbem-13973 13 17 which which PRON fbem-13973 13 18 we we PRON fbem-13973 13 19 can can AUX fbem-13973 13 20 perceive perceive VERB fbem-13973 13 21 as as ADP fbem-13973 13 22 feelings feeling NOUN fbem-13973 13 23 of of ADP fbem-13973 13 24 happiness happiness NOUN fbem-13973 13 25 , , PUNCT fbem-13973 13 26 and and CCONJ fbem-13973 13 27 2 2 X fbem-13973 13 28 ) ) PUNCT fbem-13973 13 29 life life NOUN fbem-13973 13 30 satisfaction satisfaction NOUN fbem-13973 13 31 , , PUNCT fbem-13973 13 32 which which PRON fbem-13973 13 33 is be AUX fbem-13973 13 34 an an DET fbem-13973 13 35 assessment assessment NOUN fbem-13973 13 36 of of ADP fbem-13973 13 37 our our PRON fbem-13973 13 38 well well ADV fbem-13973 13 39 - - PUNCT fbem-13973 13 40 being being NOUN fbem-13973 13 41 by by ADP fbem-13973 13 42 reflecting reflect VERB fbem-13973 13 43 on on ADP fbem-13973 13 44 our our PRON fbem-13973 13 45 current current ADJ fbem-13973 13 46 lives life NOUN fbem-13973 13 47 degree degree NOUN fbem-13973 13 48 . . PUNCT fbem-13973 14 1 life life NOUN fbem-13973 14 2 satisfaction satisfaction NOUN fbem-13973 14 3 can can AUX fbem-13973 14 4 be be AUX fbem-13973 14 5 expressed express VERB fbem-13973 14 6 by by ADP fbem-13973 14 7 the the DET fbem-13973 14 8 happiness happiness NOUN fbem-13973 14 9 index index NOUN fbem-13973 14 10 . . PUNCT fbem-13973 15 1 the the DET fbem-13973 15 2 happiness happiness NOUN fbem-13973 15 3 index index NOUN fbem-13973 15 4 is be AUX fbem-13973 15 5 a a DET fbem-13973 15 6 topic topic NOUN fbem-13973 15 7 of of ADP fbem-13973 15 8 the the DET fbem-13973 15 9 times time NOUN fbem-13973 15 10 that that SCONJ fbem-13973 15 11 the the DET fbem-13973 15 12 government government NOUN fbem-13973 15 13 is be AUX fbem-13973 15 14 concerned concerned ADJ fbem-13973 15 15 about about ADP fbem-13973 15 16 . . PUNCT fbem-13973 16 1 if if SCONJ fbem-13973 16 2 gdp gdp PROPN fbem-13973 16 3 ( ( PUNCT fbem-13973 16 4 gross gross ADJ fbem-13973 16 5 domestic domestic ADJ fbem-13973 16 6 product product NOUN fbem-13973 16 7 ) ) PUNCT fbem-13973 16 8 and and CCONJ fbem-13973 16 9 gnp gnp PROPN fbem-13973 16 10 ( ( PUNCT fbem-13973 16 11 gross gross ADJ fbem-13973 16 12 national national ADJ fbem-13973 16 13 product product NOUN fbem-13973 16 14 ) ) PUNCT fbem-13973 16 15 are be AUX fbem-13973 16 16 the the DET fbem-13973 16 17 standards standard NOUN fbem-13973 16 18 for for ADP fbem-13973 16 19 measuring measure VERB fbem-13973 16 20 the the DET fbem-13973 16 21 wealth wealth NOUN fbem-13973 16 22 of of ADP fbem-13973 16 23 the the DET fbem-13973 16 24 country country NOUN fbem-13973 16 25 and and CCONJ fbem-13973 16 26 the the DET fbem-13973 16 27 people people NOUN fbem-13973 16 28 , , PUNCT fbem-13973 16 29 then then ADV fbem-13973 16 30 the the DET fbem-13973 16 31 gross gross ADJ fbem-13973 16 32 national national ADJ fbem-13973 16 33 happiness happiness NOUN fbem-13973 16 34 ( ( PUNCT fbem-13973 16 35 gnh gnh ADJ fbem-13973 16 36 ) ) PUNCT fbem-13973 16 37 is be AUX fbem-13973 16 38 the the DET fbem-13973 16 39 standard standard NOUN fbem-13973 16 40 for for ADP fbem-13973 16 41 measuring measure VERB fbem-13973 16 42 people people NOUN fbem-13973 16 43 's 's PART fbem-13973 16 44 happiness happiness NOUN fbem-13973 16 45 . . PUNCT fbem-13973 17 1 the the DET fbem-13973 17 2 field field NOUN fbem-13973 17 3 of of ADP fbem-13973 17 4 happiness happiness NOUN fbem-13973 17 5 studies study NOUN fbem-13973 17 6 has have AUX fbem-13973 17 7 evolved evolve VERB fbem-13973 17 8 . . PUNCT fbem-13973 18 1 economic economic ADJ fbem-13973 18 2 forces force NOUN fbem-13973 18 3 gave give VERB fbem-13973 18 4 way way NOUN fbem-13973 18 5 to to ADP fbem-13973 18 6 non non ADJ fbem-13973 18 7 - - ADJ fbem-13973 18 8 economic economic ADJ fbem-13973 18 9 ones one NOUN fbem-13973 18 10 as as ADP fbem-13973 18 11 influencing influence VERB fbem-13973 18 12 variables variable NOUN fbem-13973 18 13 . . PUNCT fbem-13973 19 1 according accord VERB fbem-13973 19 2 to to ADP fbem-13973 19 3 classical classical ADJ fbem-13973 19 4 economic economic ADJ fbem-13973 19 5 thinking thinking NOUN fbem-13973 19 6 , , PUNCT fbem-13973 19 7 increasing increase VERB fbem-13973 19 8 one one NUM fbem-13973 19 9 's 's PART fbem-13973 19 10 wealth wealth NOUN fbem-13973 19 11 is be AUX fbem-13973 19 12 the the DET fbem-13973 19 13 most most ADV fbem-13973 19 14 potent potent ADJ fbem-13973 19 15 way way NOUN fbem-13973 19 16 to to PART fbem-13973 19 17 improve improve VERB fbem-13973 19 18 one one PRON fbem-13973 19 19 's 's PART fbem-13973 19 20 happiness happiness NOUN fbem-13973 19 21 , , PUNCT fbem-13973 19 22 hence hence ADV fbem-13973 19 23 increasing increase VERB fbem-13973 19 24 one one NUM fbem-13973 19 25 's 's PART fbem-13973 19 26 wealth wealth NOUN fbem-13973 19 27 appears appear VERB fbem-13973 19 28 to to PART fbem-13973 19 29 entail entail VERB fbem-13973 19 30 increasing increase VERB fbem-13973 19 31 one one NUM fbem-13973 19 32 's 's PART fbem-13973 19 33 happiness happiness NOUN fbem-13973 19 34 . . PUNCT fbem-13973 20 1 however however ADV fbem-13973 20 2 , , PUNCT fbem-13973 20 3 a a DET fbem-13973 20 4 psychology psychology NOUN fbem-13973 20 5 department department NOUN fbem-13973 20 6 research research NOUN fbem-13973 20 7 of of ADP fbem-13973 20 8 the the DET fbem-13973 20 9 link link NOUN fbem-13973 20 10 between between ADP fbem-13973 20 11 money money NOUN fbem-13973 20 12 and and CCONJ fbem-13973 20 13 happiness happiness NOUN fbem-13973 20 14 has have AUX fbem-13973 20 15 come come VERB fbem-13973 20 16 up up ADP fbem-13973 20 17 with with ADP fbem-13973 20 18 some some DET fbem-13973 20 19 interesting interesting ADJ fbem-13973 20 20 results result NOUN fbem-13973 20 21 : : PUNCT fbem-13973 20 22 the the DET fbem-13973 20 23 degree degree NOUN fbem-13973 20 24 of of ADP fbem-13973 20 25 link link NOUN fbem-13973 20 26 between between ADP fbem-13973 20 27 people people NOUN fbem-13973 20 28 's 's PART fbem-13973 20 29 income income NOUN fbem-13973 20 30 and and CCONJ fbem-13973 20 31 happiness happiness NOUN fbem-13973 20 32 is be AUX fbem-13973 20 33 lower low ADJ fbem-13973 20 34 when when SCONJ fbem-13973 20 35 a a DET fbem-13973 20 36 country country NOUN fbem-13973 20 37 's 's PART fbem-13973 20 38 income income NOUN fbem-13973 20 39 level level NOUN fbem-13973 20 40 is be AUX fbem-13973 20 41 lower low ADJ fbem-13973 20 42 . . PUNCT fbem-13973 21 1 the the DET fbem-13973 21 2 association association NOUN fbem-13973 21 3 is be AUX fbem-13973 21 4 quite quite ADV fbem-13973 21 5 tight tight ADJ fbem-13973 21 6 , , PUNCT fbem-13973 21 7 but but CCONJ fbem-13973 21 8 once once ADV fbem-13973 21 9 this this DET fbem-13973 21 10 threshold threshold NOUN fbem-13973 21 11 is be AUX fbem-13973 21 12 crossed cross VERB fbem-13973 21 13 , , PUNCT fbem-13973 21 14 it it PRON fbem-13973 21 15 lessens lessen VERB fbem-13973 21 16 or or CCONJ fbem-13973 21 17 even even ADV fbem-13973 21 18 vanishes vanish VERB fbem-13973 21 19 . . PUNCT fbem-13973 22 1 income income NOUN fbem-13973 22 2 level level NOUN fbem-13973 22 3 influences influence VERB fbem-13973 22 4 people people NOUN fbem-13973 22 5 's 's PART fbem-13973 22 6 well well ADV fbem-13973 22 7 - - PUNCT fbem-13973 22 8 being being NOUN fbem-13973 22 9 by by ADP fbem-13973 22 10 no no DET fbem-13973 22 11 more more ADJ fbem-13973 22 12 than than ADP fbem-13973 22 13 2 2 NUM fbem-13973 22 14 % % NOUN fbem-13973 22 15 of of ADP fbem-13973 22 16 the the DET fbem-13973 22 17 variables variable NOUN fbem-13973 22 18 that that PRON fbem-13973 22 19 affect affect VERB fbem-13973 22 20 their their PRON fbem-13973 22 21 well well ADV fbem-13973 22 22 - - PUNCT fbem-13973 22 23 being being NOUN fbem-13973 22 24 . . PUNCT fbem-13973 23 1 easterlin easterlin PROPN fbem-13973 23 2 's 's PART fbem-13973 23 3 paradox paradox NOUN fbem-13973 23 4 , , PUNCT fbem-13973 23 5 often often ADV fbem-13973 23 6 known know VERB fbem-13973 23 7 as as ADP fbem-13973 23 8 the the DET fbem-13973 23 9 happiness happiness NOUN fbem-13973 23 10 gap gap NOUN fbem-13973 23 11 , , PUNCT fbem-13973 23 12 is be AUX fbem-13973 23 13 a a DET fbem-13973 23 14 phenomena phenomena NOUN fbem-13973 23 15 where where SCONJ fbem-13973 23 16 happiness happiness NOUN fbem-13973 23 17 and and CCONJ fbem-13973 23 18 income income NOUN fbem-13973 23 19 are be AUX fbem-13973 23 20 in in ADP fbem-13973 23 21 conflict conflict NOUN fbem-13973 23 22 ( ( PUNCT fbem-13973 23 23 happiness happiness NOUN fbem-13973 23 24 gap gap NOUN fbem-13973 23 25 ) ) PUNCT fbem-13973 23 26 . . PUNCT fbem-13973 24 1 various various ADJ fbem-13973 24 2 studies study NOUN fbem-13973 24 3 have have AUX fbem-13973 24 4 shown show VERB fbem-13973 24 5 that that SCONJ fbem-13973 24 6 when when SCONJ fbem-13973 24 7 income income NOUN fbem-13973 24 8 levels level NOUN fbem-13973 24 9 are be AUX fbem-13973 24 10 very very ADV fbem-13973 24 11 low low ADJ fbem-13973 24 12 , , PUNCT fbem-13973 24 13 the the DET fbem-13973 24 14 relationship relationship NOUN fbem-13973 24 15 between between ADP fbem-13973 24 16 income income NOUN fbem-13973 24 17 and and CCONJ fbem-13973 24 18 happiness happiness NOUN fbem-13973 24 19 is be AUX fbem-13973 24 20 stronger strong ADJ fbem-13973 24 21 . . PUNCT fbem-13973 25 1 however however ADV fbem-13973 25 2 , , PUNCT fbem-13973 25 3 as as SCONJ fbem-13973 25 4 economic economic ADJ fbem-13973 25 5 development development NOUN fbem-13973 25 6 progresses progress VERB fbem-13973 25 7 , , PUNCT fbem-13973 25 8 the the DET fbem-13973 25 9 effect effect NOUN fbem-13973 25 10 of of ADP fbem-13973 25 11 wealth wealth NOUN fbem-13973 25 12 on on ADP fbem-13973 25 13 happiness happiness NOUN fbem-13973 25 14 gradually gradually ADV fbem-13973 25 15 weakens weaken VERB fbem-13973 25 16 , , PUNCT fbem-13973 25 17 while while SCONJ fbem-13973 25 18 other other ADJ fbem-13973 25 19 factors factor NOUN fbem-13973 25 20 such such ADJ fbem-13973 25 21 as as ADP fbem-13973 25 22 career career NOUN fbem-13973 25 23 achievement achievement NOUN fbem-13973 25 24 , , PUNCT fbem-13973 25 25 educational educational ADJ fbem-13973 25 26 level level NOUN fbem-13973 25 27 , , PUNCT fbem-13973 25 28 marital marital ADJ fbem-13973 25 29 quality quality NOUN fbem-13973 25 30 , , PUNCT fbem-13973 25 31 religious religious ADJ fbem-13973 25 32 belief belief NOUN fbem-13973 25 33 , , PUNCT fbem-13973 25 34 life life NOUN fbem-13973 25 35 events event NOUN fbem-13973 25 36 , , PUNCT fbem-13973 25 37 social social ADJ fbem-13973 25 38 support support NOUN fbem-13973 25 39 , , PUNCT fbem-13973 25 40 and and CCONJ fbem-13973 25 41 other other ADJ fbem-13973 25 42 factors factor NOUN fbem-13973 25 43 gradually gradually ADV fbem-13973 25 44 increase increase VERB fbem-13973 25 45 the the DET fbem-13973 25 46 influence influence NOUN fbem-13973 25 47 of of ADP fbem-13973 25 48 happiness happiness NOUN fbem-13973 25 49 . . PUNCT fbem-13973 26 1 modern modern ADJ fbem-13973 26 2 research research NOUN fbem-13973 26 3 increasingly increasingly ADV fbem-13973 26 4 switches switch VERB fbem-13973 26 5 its its PRON fbem-13973 26 6 focus focus NOUN fbem-13973 26 7 from from ADP fbem-13973 26 8 economic economic ADJ fbem-13973 26 9 to to ADP fbem-13973 26 10 non non ADJ fbem-13973 26 11 - - ADJ fbem-13973 26 12 economic economic ADJ fbem-13973 26 13 elements element NOUN fbem-13973 26 14 , , PUNCT fbem-13973 26 15 from from ADP fbem-13973 26 16 univariate univariate ADJ fbem-13973 26 17 to to ADP fbem-13973 26 18 multivariate multivariate NOUN fbem-13973 26 19 , , PUNCT fbem-13973 26 20 and and CCONJ fbem-13973 26 21 emphasises emphasise VERB fbem-13973 26 22 multivariate multivariate NOUN fbem-13973 26 23 's 's PART fbem-13973 26 24 overall overall ADJ fbem-13973 26 25 influence influence NOUN fbem-13973 26 26 . . PUNCT fbem-13973 27 1 the the DET fbem-13973 27 2 majority majority NOUN fbem-13973 27 3 of of ADP fbem-13973 27 4 past past ADJ fbem-13973 27 5 studies study NOUN fbem-13973 27 6 have have AUX fbem-13973 27 7 been be AUX fbem-13973 27 8 cross cross ADJ fbem-13973 27 9 - - ADJ fbem-13973 27 10 sectional sectional ADJ fbem-13973 27 11 surveys survey NOUN fbem-13973 27 12 and and CCONJ fbem-13973 27 13 associated associated ADJ fbem-13973 27 14 studies study NOUN fbem-13973 27 15 . . PUNCT fbem-13973 28 1 longitudinal longitudinal ADJ fbem-13973 28 2 design design NOUN fbem-13973 28 3 studies study NOUN fbem-13973 28 4 and and CCONJ fbem-13973 28 5 cross cross ADJ fbem-13973 28 6 - - ADJ fbem-13973 28 7 lagged lag VERB fbem-13973 28 8 survey survey NOUN fbem-13973 28 9 designs design NOUN fbem-13973 28 10 are be AUX fbem-13973 28 11 examples example NOUN fbem-13973 28 12 of of ADP fbem-13973 28 13 this this DET fbem-13973 28 14 type type NOUN fbem-13973 28 15 of of ADP fbem-13973 28 16 research research NOUN fbem-13973 28 17 . . PUNCT fbem-13973 29 1 the the DET fbem-13973 29 2 majority majority NOUN fbem-13973 29 3 of of ADP fbem-13973 29 4 past past ADJ fbem-13973 29 5 studies study NOUN fbem-13973 29 6 have have AUX fbem-13973 29 7 been be AUX fbem-13973 29 8 cross cross ADJ fbem-13973 29 9 - - ADJ fbem-13973 29 10 sectional sectional ADJ fbem-13973 29 11 survey survey NOUN fbem-13973 29 12 research research NOUN fbem-13973 29 13 and and CCONJ fbem-13973 29 14 associated associated ADJ fbem-13973 29 15 studies study NOUN fbem-13973 29 16 . . PUNCT fbem-13973 30 1 in in ADP fbem-13973 30 2 order order NOUN fbem-13973 30 3 to to PART fbem-13973 30 4 understand understand VERB fbem-13973 30 5 the the DET fbem-13973 30 6 cause cause NOUN fbem-13973 30 7 and and CCONJ fbem-13973 30 8 impact impact NOUN fbem-13973 30 9 of of ADP fbem-13973 30 10 well well ADV fbem-13973 30 11 - - PUNCT fbem-13973 30 12 being being NOUN fbem-13973 30 13 , , PUNCT fbem-13973 30 14 longitudinal longitudinal ADJ fbem-13973 30 15 design design NOUN fbem-13973 30 16 studies study NOUN fbem-13973 30 17 and and CCONJ fbem-13973 30 18 crosslagged crosslagge VERB fbem-13973 30 19 survey survey NOUN fbem-13973 30 20 designs design NOUN fbem-13973 30 21 are be AUX fbem-13973 30 22 used use VERB fbem-13973 30 23 to to PART fbem-13973 30 24 explore explore VERB fbem-13973 30 25 probable probable ADJ fbem-13973 30 26 causal causal ADJ fbem-13973 30 27 links link NOUN fbem-13973 30 28 between between ADP fbem-13973 30 29 predictors predictor NOUN fbem-13973 30 30 and and CCONJ fbem-13973 30 31 predicted predict VERB fbem-13973 30 32 variables variable NOUN fbem-13973 30 33 . . PUNCT fbem-13973 31 1 the the DET fbem-13973 31 2 existing exist VERB fbem-13973 31 3 research research NOUN fbem-13973 31 4 is be AUX fbem-13973 31 5 very very ADV fbem-13973 31 6 comprehensive comprehensive ADJ fbem-13973 31 7 , , PUNCT fbem-13973 31 8 but but CCONJ fbem-13973 31 9 we we PRON fbem-13973 31 10 will will AUX fbem-13973 31 11 inevitably inevitably ADV fbem-13973 31 12 find find VERB fbem-13973 31 13 some some DET fbem-13973 31 14 problems problem NOUN fbem-13973 31 15 . . PUNCT fbem-13973 32 1 for for ADP fbem-13973 32 2 example example NOUN fbem-13973 32 3 , , PUNCT fbem-13973 32 4 the the DET fbem-13973 32 5 standards standard NOUN fbem-13973 32 6 of of ADP fbem-13973 32 7 life life NOUN fbem-13973 32 8 satisfaction satisfaction NOUN fbem-13973 32 9 are be AUX fbem-13973 32 10 not not PART fbem-13973 32 11 uniform uniform ADJ fbem-13973 32 12 , , PUNCT fbem-13973 32 13 which which PRON fbem-13973 32 14 leads lead VERB fbem-13973 32 15 to to ADP fbem-13973 32 16 some some DET fbem-13973 32 17 conflicts conflict NOUN fbem-13973 32 18 between between ADP fbem-13973 32 19 the the DET fbem-13973 32 20 conclusions conclusion NOUN fbem-13973 32 21 of of ADP fbem-13973 32 22 the the DET fbem-13973 32 23 studies study NOUN fbem-13973 32 24 . . PUNCT fbem-13973 33 1 our our PRON fbem-13973 33 2 study study NOUN fbem-13973 33 3 will will AUX fbem-13973 33 4 convert convert VERB fbem-13973 33 5 the the DET fbem-13973 33 6 life life NOUN fbem-13973 33 7 satisfaction satisfaction NOUN fbem-13973 33 8 variable variable NOUN fbem-13973 33 9 into into ADP fbem-13973 33 10 a a DET fbem-13973 33 11 binary binary ADJ fbem-13973 33 12 variable variable NOUN fbem-13973 33 13 equal equal ADJ fbem-13973 33 14 to to ADP fbem-13973 33 15 1 1 NUM fbem-13973 33 16 if if SCONJ fbem-13973 33 17 the the DET fbem-13973 33 18 respondent respondent NOUN fbem-13973 33 19 reports report VERB fbem-13973 33 20 being be AUX fbem-13973 33 21 mostly mostly ADV fbem-13973 33 22 satisfied satisfied ADJ fbem-13973 33 23 with with ADP fbem-13973 33 24 their their PRON fbem-13973 33 25 life life NOUN fbem-13973 33 26 and and CCONJ fbem-13973 33 27 equal equal ADJ fbem-13973 33 28 to to ADP fbem-13973 33 29 0 0 NUM fbem-13973 33 30 . . PUNCT fbem-13973 34 1 find find VERB fbem-13973 34 2 the the DET fbem-13973 34 3 relationship relationship NOUN fbem-13973 34 4 between between ADP fbem-13973 34 5 them they PRON fbem-13973 34 6 and and CCONJ fbem-13973 34 7 life life NOUN fbem-13973 34 8 satisfaction satisfaction NOUN fbem-13973 34 9 by by ADP fbem-13973 34 10 picking pick VERB fbem-13973 34 11 other other ADJ fbem-13973 34 12 variables variable NOUN fbem-13973 34 13 , , PUNCT fbem-13973 34 14 modeling modeling NOUN fbem-13973 34 15 and and CCONJ fbem-13973 34 16 analyzing analyzing NOUN fbem-13973 34 17 . . PUNCT fbem-13973 35 1 2 2 X fbem-13973 35 2 . . X fbem-13973 35 3 literature literature NOUN fbem-13973 35 4 review review VERB fbem-13973 35 5 extensive extensive ADJ fbem-13973 35 6 study study NOUN fbem-13973 35 7 has have AUX fbem-13973 35 8 been be AUX fbem-13973 35 9 conducted conduct VERB fbem-13973 35 10 on on ADP fbem-13973 35 11 the the DET fbem-13973 35 12 determinants determinant NOUN fbem-13973 35 13 of of ADP fbem-13973 35 14 life life NOUN fbem-13973 35 15 satisfaction satisfaction NOUN fbem-13973 35 16 , , PUNCT fbem-13973 35 17 given give VERB fbem-13973 35 18 its its PRON fbem-13973 35 19 significance significance NOUN fbem-13973 35 20 for for ADP fbem-13973 35 21 societal societal ADJ fbem-13973 35 22 implications implication NOUN fbem-13973 35 23 . . PUNCT fbem-13973 36 1 for for ADP fbem-13973 36 2 instance instance NOUN fbem-13973 36 3 , , PUNCT fbem-13973 36 4 herzog herzog PROPN fbem-13973 36 5 and and CCONJ fbem-13973 36 6 rodgers rodger NOUN fbem-13973 36 7 ( ( PUNCT fbem-13973 36 8 1981 1981 NUM fbem-13973 36 9 ) ) PUNCT fbem-13973 36 10 conducted conduct VERB fbem-13973 36 11 a a DET fbem-13973 36 12 study study NOUN fbem-13973 36 13 which which PRON fbem-13973 36 14 revealed reveal VERB fbem-13973 36 15 that that SCONJ fbem-13973 36 16 older old ADJ fbem-13973 36 17 individuals individual NOUN fbem-13973 36 18 , , PUNCT fbem-13973 36 19 despite despite SCONJ fbem-13973 36 20 experiencing experience VERB fbem-13973 36 21 lower low ADJ fbem-13973 36 22 income income NOUN fbem-13973 36 23 as as ADP fbem-13973 36 24 a a DET fbem-13973 36 25 result result NOUN fbem-13973 36 26 of of ADP fbem-13973 36 27 retirement retirement NOUN fbem-13973 36 28 and and CCONJ fbem-13973 36 29 poorer poor ADJ fbem-13973 36 30 health health NOUN fbem-13973 36 31 indicators indicator NOUN fbem-13973 36 32 , , PUNCT fbem-13973 36 33 generally generally ADV fbem-13973 36 34 expressed express VERB fbem-13973 36 35 higher high ADJ fbem-13973 36 36 levels level NOUN fbem-13973 36 37 of of ADP fbem-13973 36 38 satisfaction satisfaction NOUN fbem-13973 36 39 compared compare VERB fbem-13973 36 40 to to ADP fbem-13973 36 41 younger young ADJ fbem-13973 36 42 and and CCONJ fbem-13973 36 43 middle middle ADJ fbem-13973 36 44 - - PUNCT fbem-13973 36 45 aged aged ADJ fbem-13973 36 46 individuals individual NOUN fbem-13973 36 47 ( ( PUNCT fbem-13973 36 48 herzog herzog NOUN fbem-13973 36 49 and and CCONJ fbem-13973 36 50 rodgers rodger NOUN fbem-13973 36 51 , , PUNCT fbem-13973 36 52 1981 1981 NUM fbem-13973 36 53 , , PUNCT fbem-13973 36 54 p.143 p.143 NOUN fbem-13973 36 55 ) ) PUNCT fbem-13973 36 56 . . PUNCT fbem-13973 37 1 however however ADV fbem-13973 37 2 , , PUNCT fbem-13973 37 3 it it PRON fbem-13973 37 4 is be AUX fbem-13973 37 5 important important ADJ fbem-13973 37 6 to to PART fbem-13973 37 7 note note VERB fbem-13973 37 8 that that SCONJ fbem-13973 37 9 this this DET fbem-13973 37 10 finding finding NOUN fbem-13973 37 11 may may AUX fbem-13973 37 12 be be AUX fbem-13973 37 13 influenced influence VERB fbem-13973 37 14 by by ADP fbem-13973 37 15 factors factor NOUN fbem-13973 37 16 such such ADJ fbem-13973 37 17 as as ADP fbem-13973 37 18 a a DET fbem-13973 37 19 tendency tendency NOUN fbem-13973 37 20 to to PART fbem-13973 37 21 please please VERB fbem-13973 37 22 others other NOUN fbem-13973 37 23 or or CCONJ fbem-13973 37 24 adaptation adaptation NOUN fbem-13973 37 25 effects effect NOUN fbem-13973 37 26 ( ( PUNCT fbem-13973 37 27 p.160 p.160 ADJ fbem-13973 37 28 ) ) PUNCT fbem-13973 37 29 . . PUNCT fbem-13973 38 1 stutzer stutzer NOUN fbem-13973 38 2 and and CCONJ fbem-13973 38 3 frey frey PROPN fbem-13973 38 4 ( ( PUNCT fbem-13973 38 5 2006 2006 NUM fbem-13973 38 6 ) ) PUNCT fbem-13973 38 7 conducted conduct VERB fbem-13973 38 8 a a DET fbem-13973 38 9 study study NOUN fbem-13973 38 10 to to PART fbem-13973 38 11 examine examine VERB fbem-13973 38 12 the the DET fbem-13973 38 13 relationship relationship NOUN fbem-13973 38 14 between between ADP fbem-13973 38 15 happiness happiness NOUN fbem-13973 38 16 and and CCONJ fbem-13973 38 17 marriage marriage NOUN fbem-13973 38 18 , , PUNCT fbem-13973 38 19 specifically specifically ADV fbem-13973 38 20 124 124 NUM fbem-13973 38 21 investigating investigate VERB fbem-13973 38 22 whether whether SCONJ fbem-13973 38 23 individuals individual NOUN fbem-13973 38 24 who who PRON fbem-13973 38 25 are be AUX fbem-13973 38 26 already already ADV fbem-13973 38 27 happy happy ADJ fbem-13973 38 28 are be AUX fbem-13973 38 29 more more ADV fbem-13973 38 30 likely likely ADJ fbem-13973 38 31 to to PART fbem-13973 38 32 get get AUX fbem-13973 38 33 married marry VERB fbem-13973 38 34 , , PUNCT fbem-13973 38 35 or or CCONJ fbem-13973 38 36 if if SCONJ fbem-13973 38 37 marriage marriage NOUN fbem-13973 38 38 itself itself PRON fbem-13973 38 39 leads lead VERB fbem-13973 38 40 to to ADP fbem-13973 38 41 increased increase VERB fbem-13973 38 42 happiness happiness NOUN fbem-13973 38 43 . . PUNCT fbem-13973 39 1 according accord VERB fbem-13973 39 2 to to ADP fbem-13973 39 3 stutzer stutzer NOUN fbem-13973 39 4 and and CCONJ fbem-13973 39 5 frey frey PROPN fbem-13973 39 6 ( ( PUNCT fbem-13973 39 7 2006 2006 NUM fbem-13973 39 8 , , PUNCT fbem-13973 39 9 p.328 p.328 PROPN fbem-13973 39 10 ) ) PUNCT fbem-13973 39 11 , , PUNCT fbem-13973 39 12 their their PRON fbem-13973 39 13 research research NOUN fbem-13973 39 14 indicates indicate VERB fbem-13973 39 15 that that SCONJ fbem-13973 39 16 those those PRON fbem-13973 39 17 who who PRON fbem-13973 39 18 are be AUX fbem-13973 39 19 married married ADJ fbem-13973 39 20 tend tend ADJ fbem-13973 39 21 to to PART fbem-13973 39 22 experience experience VERB fbem-13973 39 23 higher high ADJ fbem-13973 39 24 levels level NOUN fbem-13973 39 25 of of ADP fbem-13973 39 26 satisfaction satisfaction NOUN fbem-13973 39 27 compared compare VERB fbem-13973 39 28 to to ADP fbem-13973 39 29 those those PRON fbem-13973 39 30 who who PRON fbem-13973 39 31 are be AUX fbem-13973 39 32 single single ADJ fbem-13973 39 33 or or CCONJ fbem-13973 39 34 widowed widow VERB fbem-13973 39 35 . . PUNCT fbem-13973 40 1 in in ADP fbem-13973 40 2 their their PRON fbem-13973 40 3 study study NOUN fbem-13973 40 4 , , PUNCT fbem-13973 40 5 kahneman kahneman NOUN fbem-13973 40 6 and and CCONJ fbem-13973 40 7 deaton deaton PROPN fbem-13973 40 8 ( ( PUNCT fbem-13973 40 9 2010 2010 NUM fbem-13973 40 10 ) ) PUNCT fbem-13973 40 11 observed observe VERB fbem-13973 40 12 that that SCONJ fbem-13973 40 13 when when SCONJ fbem-13973 40 14 examining examine VERB fbem-13973 40 15 gender gender NOUN fbem-13973 40 16 differences difference NOUN fbem-13973 40 17 , , PUNCT fbem-13973 40 18 women woman NOUN fbem-13973 40 19 exhibited exhibit VERB fbem-13973 40 20 a a DET fbem-13973 40 21 twin twin ADJ fbem-13973 40 22 - - PUNCT fbem-13973 40 23 peaked peaked ADJ fbem-13973 40 24 utility utility NOUN fbem-13973 40 25 pattern pattern NOUN fbem-13973 40 26 . . PUNCT fbem-13973 41 1 specifically specifically ADV fbem-13973 41 2 , , PUNCT fbem-13973 41 3 women woman NOUN fbem-13973 41 4 reported report VERB fbem-13973 41 5 higher high ADJ fbem-13973 41 6 instances instance NOUN fbem-13973 41 7 of of ADP fbem-13973 41 8 life life NOUN fbem-13973 41 9 satisfaction satisfaction NOUN fbem-13973 41 10 compared compare VERB fbem-13973 41 11 to to ADP fbem-13973 41 12 males male NOUN fbem-13973 41 13 . . PUNCT fbem-13973 42 1 however however ADV fbem-13973 42 2 , , PUNCT fbem-13973 42 3 it it PRON fbem-13973 42 4 is be AUX fbem-13973 42 5 important important ADJ fbem-13973 42 6 to to PART fbem-13973 42 7 note note VERB fbem-13973 42 8 that that SCONJ fbem-13973 42 9 women woman NOUN fbem-13973 42 10 also also ADV fbem-13973 42 11 had have VERB fbem-13973 42 12 elevated elevate VERB fbem-13973 42 13 degrees degree NOUN fbem-13973 42 14 of of ADP fbem-13973 42 15 stress stress NOUN fbem-13973 42 16 and and CCONJ fbem-13973 42 17 melancholy melancholy ADJ fbem-13973 42 18 ( ( PUNCT fbem-13973 42 19 p. p. NOUN fbem-13973 42 20 16491 16491 NUM fbem-13973 42 21 ) ) PUNCT fbem-13973 42 22 . . PUNCT fbem-13973 43 1 according accord VERB fbem-13973 43 2 to to ADP fbem-13973 43 3 clark clark PROPN fbem-13973 43 4 ( ( PUNCT fbem-13973 43 5 2018 2018 NUM fbem-13973 43 6 ) ) PUNCT fbem-13973 43 7 , , PUNCT fbem-13973 43 8 there there PRON fbem-13973 43 9 is be VERB fbem-13973 43 10 a a DET fbem-13973 43 11 potential potential ADJ fbem-13973 43 12 correlation correlation NOUN fbem-13973 43 13 between between ADP fbem-13973 43 14 better well ADJ fbem-13973 43 15 satisfaction satisfaction NOUN fbem-13973 43 16 ratings rating NOUN fbem-13973 43 17 and and CCONJ fbem-13973 43 18 expectations expectation NOUN fbem-13973 43 19 . . PUNCT fbem-13973 44 1 the the DET fbem-13973 44 2 author author NOUN fbem-13973 44 3 highlights highlight VERB fbem-13973 44 4 that that PRON fbem-13973 44 5 women woman NOUN fbem-13973 44 6 tend tend VERB fbem-13973 44 7 to to PART fbem-13973 44 8 have have VERB fbem-13973 44 9 lower low ADJ fbem-13973 44 10 job job NOUN fbem-13973 44 11 market market NOUN fbem-13973 44 12 expectations expectation NOUN fbem-13973 44 13 , , PUNCT fbem-13973 44 14 which which PRON fbem-13973 44 15 results result VERB fbem-13973 44 16 in in ADP fbem-13973 44 17 a a DET fbem-13973 44 18 bigger big ADJ fbem-13973 44 19 boost boost NOUN fbem-13973 44 20 in in ADP fbem-13973 44 21 happiness happiness NOUN fbem-13973 44 22 when when SCONJ fbem-13973 44 23 they they PRON fbem-13973 44 24 secure secure VERB fbem-13973 44 25 employment employment NOUN fbem-13973 44 26 ( ( PUNCT fbem-13973 44 27 p.248 p.248 NOUN fbem-13973 44 28 ) ) PUNCT fbem-13973 44 29 . . PUNCT fbem-13973 45 1 this this DET fbem-13973 45 2 phenomenon phenomenon NOUN fbem-13973 45 3 is be AUX fbem-13973 45 4 similarly similarly ADV fbem-13973 45 5 observed observe VERB fbem-13973 45 6 in in ADP fbem-13973 45 7 the the DET fbem-13973 45 8 context context NOUN fbem-13973 45 9 of of ADP fbem-13973 45 10 higher high ADJ fbem-13973 45 11 education education NOUN fbem-13973 45 12 , , PUNCT fbem-13973 45 13 where where SCONJ fbem-13973 45 14 pursuing pursue VERB fbem-13973 45 15 further further ADJ fbem-13973 45 16 educational educational ADJ fbem-13973 45 17 opportunities opportunity NOUN fbem-13973 45 18 is be AUX fbem-13973 45 19 expected expect VERB fbem-13973 45 20 to to PART fbem-13973 45 21 enhance enhance VERB fbem-13973 45 22 employment employment NOUN fbem-13973 45 23 prospects prospect NOUN fbem-13973 45 24 and and CCONJ fbem-13973 45 25 future future ADJ fbem-13973 45 26 earnings earning NOUN fbem-13973 45 27 , , PUNCT fbem-13973 45 28 leading lead VERB fbem-13973 45 29 to to ADP fbem-13973 45 30 heightened heighten VERB fbem-13973 45 31 happiness happiness NOUN fbem-13973 45 32 . . PUNCT fbem-13973 46 1 however however ADV fbem-13973 46 2 , , PUNCT fbem-13973 46 3 it it PRON fbem-13973 46 4 is be AUX fbem-13973 46 5 important important ADJ fbem-13973 46 6 to to PART fbem-13973 46 7 note note VERB fbem-13973 46 8 that that SCONJ fbem-13973 46 9 this this DET fbem-13973 46 10 pursuit pursuit NOUN fbem-13973 46 11 also also ADV fbem-13973 46 12 gives give VERB fbem-13973 46 13 rise rise NOUN fbem-13973 46 14 to to ADP fbem-13973 46 15 elevated elevated ADJ fbem-13973 46 16 expectations expectation NOUN fbem-13973 46 17 . . PUNCT fbem-13973 47 1 moreover moreover ADV fbem-13973 47 2 , , PUNCT fbem-13973 47 3 recent recent ADJ fbem-13973 47 4 scholarly scholarly ADJ fbem-13973 47 5 investigations investigation NOUN fbem-13973 47 6 have have AUX fbem-13973 47 7 revealed reveal VERB fbem-13973 47 8 that that SCONJ fbem-13973 47 9 the the DET fbem-13973 47 10 acquisition acquisition NOUN fbem-13973 47 11 of of ADP fbem-13973 47 12 wealth wealth NOUN fbem-13973 47 13 does do AUX fbem-13973 47 14 not not PART fbem-13973 47 15 inevitably inevitably ADV fbem-13973 47 16 lead lead VERB fbem-13973 47 17 to to ADP fbem-13973 47 18 happiness happiness NOUN fbem-13973 47 19 . . PUNCT fbem-13973 48 1 for for ADP fbem-13973 48 2 instance instance NOUN fbem-13973 48 3 , , PUNCT fbem-13973 48 4 kahneman kahneman NOUN fbem-13973 48 5 and and CCONJ fbem-13973 48 6 deaton deaton PROPN fbem-13973 48 7 ( ( PUNCT fbem-13973 48 8 2010 2010 NUM fbem-13973 48 9 ) ) PUNCT fbem-13973 48 10 have have AUX fbem-13973 48 11 identified identify VERB fbem-13973 48 12 a a DET fbem-13973 48 13 threshold threshold NOUN fbem-13973 48 14 of of ADP fbem-13973 48 15 approximately approximately ADV fbem-13973 48 16 $ $ SYM fbem-13973 48 17 75,000 75,000 NUM fbem-13973 48 18 , , PUNCT fbem-13973 48 19 beyond beyond ADP fbem-13973 48 20 which which PRON fbem-13973 48 21 the the DET fbem-13973 48 22 incremental incremental ADJ fbem-13973 48 23 increase increase NOUN fbem-13973 48 24 in in ADP fbem-13973 48 25 happiness happiness NOUN fbem-13973 48 26 diminishes diminish VERB fbem-13973 48 27 significantly significantly ADV fbem-13973 48 28 ( ( PUNCT fbem-13973 48 29 p.16492 p.16492 NOUN fbem-13973 48 30 ) ) PUNCT fbem-13973 48 31 . . PUNCT fbem-13973 49 1 furthermore furthermore ADV fbem-13973 49 2 , , PUNCT fbem-13973 49 3 alternative alternative ADJ fbem-13973 49 4 studies study NOUN fbem-13973 49 5 propose propose VERB fbem-13973 49 6 that that SCONJ fbem-13973 49 7 it it PRON fbem-13973 49 8 is be AUX fbem-13973 49 9 not not PART fbem-13973 49 10 the the DET fbem-13973 49 11 absolute absolute ADJ fbem-13973 49 12 income income NOUN fbem-13973 49 13 level level NOUN fbem-13973 49 14 that that PRON fbem-13973 49 15 influences influence VERB fbem-13973 49 16 satisfaction satisfaction NOUN fbem-13973 49 17 , , PUNCT fbem-13973 49 18 but but CCONJ fbem-13973 49 19 rather rather ADV fbem-13973 49 20 one one NUM fbem-13973 49 21 's 's PART fbem-13973 49 22 relative relative ADJ fbem-13973 49 23 socioeconomic socioeconomic ADJ fbem-13973 49 24 standing standing NOUN fbem-13973 49 25 . . PUNCT fbem-13973 50 1 as as ADP fbem-13973 50 2 an an DET fbem-13973 50 3 illustration illustration NOUN fbem-13973 50 4 , , PUNCT fbem-13973 50 5 the the DET fbem-13973 50 6 easterlin easterlin PROPN fbem-13973 50 7 paradox paradox NOUN fbem-13973 50 8 ( ( PUNCT fbem-13973 50 9 easterlin easterlin PROPN fbem-13973 50 10 , , PUNCT fbem-13973 50 11 1974 1974 NUM fbem-13973 50 12 ) ) PUNCT fbem-13973 50 13 discovered discover VERB fbem-13973 50 14 that that SCONJ fbem-13973 50 15 the the DET fbem-13973 50 16 overall overall ADJ fbem-13973 50 17 happiness happiness NOUN fbem-13973 50 18 of of ADP fbem-13973 50 19 a a DET fbem-13973 50 20 nation nation NOUN fbem-13973 50 21 would would AUX fbem-13973 50 22 exhibit exhibit VERB fbem-13973 50 23 a a DET fbem-13973 50 24 positive positive ADJ fbem-13973 50 25 correlation correlation NOUN fbem-13973 50 26 with with ADP fbem-13973 50 27 money money NOUN fbem-13973 50 28 over over ADP fbem-13973 50 29 a a DET fbem-13973 50 30 fixed fixed ADJ fbem-13973 50 31 timeframe timeframe NOUN fbem-13973 50 32 , , PUNCT fbem-13973 50 33 but but CCONJ fbem-13973 50 34 not not PART fbem-13973 50 35 during during ADP fbem-13973 50 36 a a DET fbem-13973 50 37 longitudinal longitudinal ADJ fbem-13973 50 38 study study NOUN fbem-13973 50 39 , , PUNCT fbem-13973 50 40 due due ADP fbem-13973 50 41 to to ADP fbem-13973 50 42 people people NOUN fbem-13973 50 43 experiencing experience VERB fbem-13973 50 44 a a DET fbem-13973 50 45 decrease decrease NOUN fbem-13973 50 46 in in ADP fbem-13973 50 47 satisfaction satisfaction NOUN fbem-13973 50 48 as as SCONJ fbem-13973 50 49 their their PRON fbem-13973 50 50 peers peer NOUN fbem-13973 50 51 achieve achieve VERB fbem-13973 50 52 higher high ADJ fbem-13973 50 53 levels level NOUN fbem-13973 50 54 of of ADP fbem-13973 50 55 wealth wealth NOUN fbem-13973 50 56 . . PUNCT fbem-13973 51 1 blanchflower blanchflower NOUN fbem-13973 51 2 and and CCONJ fbem-13973 51 3 clark clark PROPN fbem-13973 51 4 ( ( PUNCT fbem-13973 51 5 2020 2020 NUM fbem-13973 51 6 ) ) PUNCT fbem-13973 51 7 have have AUX fbem-13973 51 8 provided provide VERB fbem-13973 51 9 evidence evidence NOUN fbem-13973 51 10 indicating indicate VERB fbem-13973 51 11 that that SCONJ fbem-13973 51 12 the the DET fbem-13973 51 13 presence presence NOUN fbem-13973 51 14 of of ADP fbem-13973 51 15 negative negative ADJ fbem-13973 51 16 coefficients coefficient NOUN fbem-13973 51 17 of of ADP fbem-13973 51 18 happiness happiness NOUN fbem-13973 51 19 about about ADP fbem-13973 51 20 parenthood parenthood NOUN fbem-13973 51 21 may may AUX fbem-13973 51 22 be be AUX fbem-13973 51 23 primarily primarily ADV fbem-13973 51 24 ascribed ascribe VERB fbem-13973 51 25 to to ADP fbem-13973 51 26 the the DET fbem-13973 51 27 financial financial ADJ fbem-13973 51 28 strain strain NOUN fbem-13973 51 29 experienced experience VERB fbem-13973 51 30 by by ADP fbem-13973 51 31 parents parent NOUN fbem-13973 51 32 who who PRON fbem-13973 51 33 have have VERB fbem-13973 51 34 challenges challenge NOUN fbem-13973 51 35 in in ADP fbem-13973 51 36 meeting meet VERB fbem-13973 51 37 their their PRON fbem-13973 51 38 financial financial ADJ fbem-13973 51 39 obligations obligation NOUN fbem-13973 51 40 ( ( PUNCT fbem-13973 51 41 p. p. NOUN fbem-13973 51 42 628 628 NUM fbem-13973 51 43 ) ) PUNCT fbem-13973 51 44 . . PUNCT fbem-13973 52 1 in in ADP fbem-13973 52 2 their their PRON fbem-13973 52 3 study study NOUN fbem-13973 52 4 , , PUNCT fbem-13973 52 5 diener diener PROPN fbem-13973 52 6 and and CCONJ fbem-13973 52 7 chan chan PROPN fbem-13973 52 8 ( ( PUNCT fbem-13973 52 9 2011 2011 NUM fbem-13973 52 10 ) ) PUNCT fbem-13973 52 11 examined examine VERB fbem-13973 52 12 the the DET fbem-13973 52 13 relationship relationship NOUN fbem-13973 52 14 between between ADP fbem-13973 52 15 health health NOUN fbem-13973 52 16 and and CCONJ fbem-13973 52 17 satisfaction satisfaction NOUN fbem-13973 52 18 , , PUNCT fbem-13973 52 19 specifically specifically ADV fbem-13973 52 20 focusing focus VERB fbem-13973 52 21 on on ADP fbem-13973 52 22 the the DET fbem-13973 52 23 impact impact NOUN fbem-13973 52 24 of of ADP fbem-13973 52 25 smoking smoke VERB fbem-13973 52 26 on on ADP fbem-13973 52 27 life life NOUN fbem-13973 52 28 satisfaction satisfaction NOUN fbem-13973 52 29 . . PUNCT fbem-13973 53 1 their their PRON fbem-13973 53 2 findings finding NOUN fbem-13973 53 3 indicated indicate VERB fbem-13973 53 4 that that SCONJ fbem-13973 53 5 those those PRON fbem-13973 53 6 who who PRON fbem-13973 53 7 did do AUX fbem-13973 53 8 not not PART fbem-13973 53 9 smoke smoke VERB fbem-13973 53 10 exhibited exhibit VERB fbem-13973 53 11 greater great ADJ fbem-13973 53 12 levels level NOUN fbem-13973 53 13 of of ADP fbem-13973 53 14 life life NOUN fbem-13973 53 15 satisfaction satisfaction NOUN fbem-13973 53 16 ( ( PUNCT fbem-13973 53 17 p. p. NOUN fbem-13973 53 18 13 13 NUM fbem-13973 53 19 ) ) PUNCT fbem-13973 53 20 . . PUNCT fbem-13973 54 1 moreover moreover ADV fbem-13973 54 2 , , PUNCT fbem-13973 54 3 those those PRON fbem-13973 54 4 who who PRON fbem-13973 54 5 experience experience VERB fbem-13973 54 6 higher high ADJ fbem-13973 54 7 levels level NOUN fbem-13973 54 8 of of ADP fbem-13973 54 9 happiness happiness NOUN fbem-13973 54 10 tend tend VERB fbem-13973 54 11 to to PART fbem-13973 54 12 have have AUX fbem-13973 54 13 enhanced enhance VERB fbem-13973 54 14 immune immune ADJ fbem-13973 54 15 system system NOUN fbem-13973 54 16 functioning function VERB fbem-13973 54 17 and and CCONJ fbem-13973 54 18 a a DET fbem-13973 54 19 reduced reduce VERB fbem-13973 54 20 susceptibility susceptibility NOUN fbem-13973 54 21 to to ADP fbem-13973 54 22 cardiovascular cardiovascular ADJ fbem-13973 54 23 ailments ailment NOUN fbem-13973 54 24 ( ( PUNCT fbem-13973 54 25 p.12 p.12 NOUN fbem-13973 54 26 ) ) PUNCT fbem-13973 54 27 . . PUNCT fbem-13973 55 1 the the DET fbem-13973 55 2 subsequent subsequent ADJ fbem-13973 55 3 section section NOUN fbem-13973 55 4 will will AUX fbem-13973 55 5 employ employ VERB fbem-13973 55 6 these these DET fbem-13973 55 7 variables variable NOUN fbem-13973 55 8 , , PUNCT fbem-13973 55 9 together together ADV fbem-13973 55 10 with with ADP fbem-13973 55 11 some some DET fbem-13973 55 12 factors factor NOUN fbem-13973 55 13 that that PRON fbem-13973 55 14 have have AUX fbem-13973 55 15 been be AUX fbem-13973 55 16 developed develop VERB fbem-13973 55 17 independently independently ADV fbem-13973 55 18 on on ADP fbem-13973 55 19 stata stata NOUN fbem-13973 55 20 , , PUNCT fbem-13973 55 21 to to PART fbem-13973 55 22 examine examine VERB fbem-13973 55 23 the the DET fbem-13973 55 24 overall overall ADJ fbem-13973 55 25 impacts impact NOUN fbem-13973 55 26 on on ADP fbem-13973 55 27 life life NOUN fbem-13973 55 28 satisfaction satisfaction NOUN fbem-13973 55 29 in in ADP fbem-13973 55 30 the the DET fbem-13973 55 31 united united ADJ fbem-13973 55 32 kingdom kingdom PROPN fbem-13973 55 33 , , PUNCT fbem-13973 55 34 commencing commence VERB fbem-13973 55 35 with with ADP fbem-13973 55 36 an an DET fbem-13973 55 37 ordinary ordinary ADJ fbem-13973 55 38 least least ADJ fbem-13973 55 39 squares square NOUN fbem-13973 55 40 ( ( PUNCT fbem-13973 55 41 ols ol NOUN fbem-13973 55 42 ) ) PUNCT fbem-13973 55 43 regression regression NOUN fbem-13973 55 44 . . PUNCT fbem-13973 56 1 3 3 X fbem-13973 56 2 . . X fbem-13973 56 3 analysis analysis NOUN fbem-13973 56 4 of of ADP fbem-13973 56 5 data datum NOUN fbem-13973 56 6 and and CCONJ fbem-13973 56 7 methodology methodology NOUN fbem-13973 56 8 for for ADP fbem-13973 56 9 a a DET fbem-13973 56 10 binary binary ADJ fbem-13973 56 11 dependent dependent ADJ fbem-13973 56 12 variable variable NOUN fbem-13973 56 13 of of ADP fbem-13973 56 14 being be AUX fbem-13973 56 15 satisfied satisfied ADJ fbem-13973 56 16 , , PUNCT fbem-13973 56 17 the the DET fbem-13973 56 18 probability probability NOUN fbem-13973 56 19 of of ADP fbem-13973 56 20 being be AUX fbem-13973 56 21 satisfied satisfied ADJ fbem-13973 56 22 for for ADP fbem-13973 56 23 an an DET fbem-13973 56 24 ols ols NOUN fbem-13973 56 25 model model NOUN fbem-13973 56 26 is be AUX fbem-13973 56 27 given give VERB fbem-13973 56 28 by by ADP fbem-13973 56 29 π‘π‘Ÿπ‘œπ‘ π‘π‘Ÿπ‘œπ‘ PROPN fbem-13973 56 30 𝑦 𝑦 PROPN fbem-13973 56 31 1|π‘₯ 1|π‘₯ NUM fbem-13973 56 32 𝐹 𝐹 PROPN fbem-13973 56 33 π‘₯ π‘₯ PROPN fbem-13973 56 34 , , PUNCT fbem-13973 56 35 𝛽 𝛽 PROPN fbem-13973 56 36 and and CCONJ fbem-13973 56 37 the the DET fbem-13973 56 38 probability probability NOUN fbem-13973 56 39 of of ADP fbem-13973 56 40 not not PART fbem-13973 56 41 being be AUX fbem-13973 56 42 in in ADP fbem-13973 56 43 debt debt NOUN fbem-13973 56 44 is be AUX fbem-13973 56 45 π‘π‘Ÿπ‘œπ‘ π‘π‘Ÿπ‘œπ‘ NOUN fbem-13973 56 46 𝑦 𝑦 PRON fbem-13973 56 47 0|π‘₯ 0|π‘₯ ADJ fbem-13973 56 48 1 1 NUM fbem-13973 56 49 𝐹 𝐹 PROPN fbem-13973 57 1 π‘₯ π‘₯ NOUN fbem-13973 57 2 , , PUNCT fbem-13973 57 3 𝛽 𝛽 NOUN fbem-13973 57 4 where where SCONJ fbem-13973 57 5 𝐹 𝐹 PROPN fbem-13973 57 6 π‘₯ π‘₯ VERB fbem-13973 57 7 , , PUNCT fbem-13973 57 8 𝛽 𝛽 PROPN fbem-13973 57 9 𝛽 𝛽 NOUN fbem-13973 57 10 π‘₯. π‘₯. NOUN fbem-13973 57 11 since since SCONJ fbem-13973 57 12 the the DET fbem-13973 57 13 expectation expectation NOUN fbem-13973 57 14 of of ADP fbem-13973 57 15 y y PROPN fbem-13973 57 16 given give VERB fbem-13973 57 17 x x PROPN fbem-13973 57 18 is be AUX fbem-13973 57 19 𝐹 𝐹 PROPN fbem-13973 57 20 π‘₯ π‘₯ NOUN fbem-13973 57 21 , , PUNCT fbem-13973 57 22 𝛽 𝛽 PROPN fbem-13973 57 23 , , PUNCT fbem-13973 57 24 we we PRON fbem-13973 57 25 can can AUX fbem-13973 57 26 write write VERB fbem-13973 57 27 the the DET fbem-13973 57 28 regression regression NOUN fbem-13973 57 29 model model NOUN fbem-13973 57 30 as as ADP fbem-13973 57 31 𝑦 𝑦 PROPN fbem-13973 57 32 𝐸 𝐸 PROPN fbem-13973 57 33 𝑦|π‘₯ 𝑦|π‘₯ PUNCT fbem-13973 57 34 𝑦 𝑦 PROPN fbem-13973 57 35 𝐸 𝐸 PROPN fbem-13973 57 36 𝑦|π‘₯ 𝑦|π‘₯ PUNCT fbem-13973 58 1 𝛽 𝛽 NOUN fbem-13973 58 2 π‘₯ π‘₯ PROPN fbem-13973 58 3 πœ€ πœ€ X fbem-13973 58 4 . . PUNCT fbem-13973 59 1 since since SCONJ fbem-13973 59 2 our our PRON fbem-13973 59 3 models model NOUN fbem-13973 59 4 include include VERB fbem-13973 59 5 dummy dummy ADJ fbem-13973 59 6 variables variable NOUN fbem-13973 59 7 , , PUNCT fbem-13973 59 8 we we PRON fbem-13973 59 9 minimise minimise VERB fbem-13973 59 10 the the DET fbem-13973 59 11 sum sum NOUN fbem-13973 59 12 of of ADP fbem-13973 59 13 squared square VERB fbem-13973 59 14 residuals residual NOUN fbem-13973 59 15 subject subject ADJ fbem-13973 59 16 to to ADP fbem-13973 59 17 the the DET fbem-13973 59 18 constant constant ADJ fbem-13973 59 19 and and CCONJ fbem-13973 59 20 dummy dummy ADJ fbem-13973 59 21 coefficients coefficient NOUN fbem-13973 59 22 , , PUNCT fbem-13973 59 23 such such ADJ fbem-13973 59 24 that that SCONJ fbem-13973 59 25 𝛼 𝛼 NOUN fbem-13973 59 26 π‘Œ π‘Œ PROPN fbem-13973 59 27 𝛿𝐷 𝛿𝐷 PROPN fbem-13973 59 28 π‘Œ π‘Œ PROPN fbem-13973 59 29 π‘Žπ‘›π‘‘ π‘Žπ‘›π‘‘ VERB fbem-13973 59 30 𝛿 𝛿 PROPN fbem-13973 59 31 βˆ‘ βˆ‘ PROPN fbem-13973 59 32 βˆ‘ βˆ‘ PROPN fbem-13973 59 33 π‘Œ π‘Œ PROPN fbem-13973 59 34 π‘Œ π‘Œ PROPN fbem-13973 59 35 table table NOUN fbem-13973 59 36 1 1 NUM fbem-13973 59 37 shows show VERB fbem-13973 59 38 a a DET fbem-13973 59 39 standard standard ADJ fbem-13973 59 40 ols ol NOUN fbem-13973 59 41 regression regression NOUN fbem-13973 59 42 on on ADP fbem-13973 59 43 the the DET fbem-13973 59 44 binary binary ADJ fbem-13973 59 45 outcome outcome NOUN fbem-13973 59 46 variable variable NOUN fbem-13973 59 47 β€œ " PUNCT fbem-13973 59 48 satisfied satisfied ADJ fbem-13973 59 49 ” " PUNCT fbem-13973 59 50 , , PUNCT fbem-13973 59 51 set set VERB fbem-13973 59 52 equal equal ADJ fbem-13973 59 53 to to ADP fbem-13973 59 54 1 1 NUM fbem-13973 59 55 when when SCONJ fbem-13973 59 56 the the DET fbem-13973 59 57 individual individual ADJ fbem-13973 59 58 reports report NOUN fbem-13973 59 59 being be AUX fbem-13973 59 60 mostly mostly ADV fbem-13973 59 61 or or CCONJ fbem-13973 59 62 completely completely ADV fbem-13973 59 63 satisfied satisfied ADJ fbem-13973 59 64 with with ADP fbem-13973 59 65 their their PRON fbem-13973 59 66 life life NOUN fbem-13973 59 67 . . PUNCT fbem-13973 60 1 most most ADJ fbem-13973 60 2 coefficients coefficient NOUN fbem-13973 60 3 are be AUX fbem-13973 60 4 significant significant ADJ fbem-13973 60 5 at at ADP fbem-13973 60 6 the the DET fbem-13973 60 7 1 1 NUM fbem-13973 60 8 % % NOUN fbem-13973 60 9 level level NOUN fbem-13973 60 10 , , PUNCT fbem-13973 60 11 but but CCONJ fbem-13973 60 12 the the DET fbem-13973 60 13 low low ADJ fbem-13973 60 14 r2 r2 PROPN fbem-13973 60 15 indicates indicate VERB fbem-13973 60 16 a a DET fbem-13973 60 17 weak weak ADJ fbem-13973 60 18 goodness goodness NOUN fbem-13973 60 19 of of ADP fbem-13973 60 20 fit fit NOUN fbem-13973 60 21 . . PUNCT fbem-13973 61 1 for for ADP fbem-13973 61 2 our our PRON fbem-13973 61 3 continuous continuous ADJ fbem-13973 61 4 variables variable NOUN fbem-13973 61 5 , , PUNCT fbem-13973 61 6 the the DET fbem-13973 61 7 coefficients coefficient NOUN fbem-13973 61 8 represent represent VERB fbem-13973 61 9 a a DET fbem-13973 61 10 percentage percentage NOUN fbem-13973 61 11 point point NOUN fbem-13973 61 12 ( ( PUNCT fbem-13973 61 13 pp pp ADJ fbem-13973 61 14 ) ) PUNCT fbem-13973 61 15 change change NOUN fbem-13973 61 16 ( ( PUNCT fbem-13973 61 17 divided divide VERB fbem-13973 61 18 by by ADP fbem-13973 61 19 100 100 NUM fbem-13973 61 20 ) ) PUNCT fbem-13973 61 21 in in ADP fbem-13973 61 22 the the DET fbem-13973 61 23 probability probability NOUN fbem-13973 61 24 of of ADP fbem-13973 61 25 reporting report VERB fbem-13973 61 26 being be AUX fbem-13973 61 27 satisfied satisfied ADJ fbem-13973 61 28 . . PUNCT fbem-13973 62 1 a a DET fbem-13973 62 2 1 1 NUM fbem-13973 62 3 year year NOUN fbem-13973 62 4 increase increase NOUN fbem-13973 62 5 in in ADP fbem-13973 62 6 age age NOUN fbem-13973 62 7 would would AUX fbem-13973 62 8 , , PUNCT fbem-13973 62 9 ceteris ceteris VERB fbem-13973 62 10 paribus paribus NOUN fbem-13973 62 11 , , PUNCT fbem-13973 62 12 increase increase VERB fbem-13973 62 13 the the DET fbem-13973 62 14 probability probability NOUN fbem-13973 62 15 of of ADP fbem-13973 62 16 reporting report VERB fbem-13973 62 17 being be AUX fbem-13973 62 18 satisfied satisfied ADJ fbem-13973 62 19 by by ADP fbem-13973 62 20 ( ( PUNCT fbem-13973 62 21 0.00311 0.00311 NUM fbem-13973 62 22 * * SYM fbem-13973 62 23 100)=0.31 100)=0.31 NUM fbem-13973 62 24 pp pp ADP fbem-13973 62 25 , , PUNCT fbem-13973 62 26 whereas whereas SCONJ fbem-13973 62 27 a a DET fbem-13973 62 28 Β£ Β£ SYM fbem-13973 62 29 1000 1000 NUM fbem-13973 62 30 increase increase NOUN fbem-13973 62 31 in in ADP fbem-13973 62 32 gross gross ADJ fbem-13973 62 33 household household NOUN fbem-13973 62 34 monthly monthly ADJ fbem-13973 62 35 income income NOUN fbem-13973 62 36 ( ( PUNCT fbem-13973 62 37 as as SCONJ fbem-13973 62 38 the the DET fbem-13973 62 39 income income NOUN fbem-13973 62 40 variable variable NOUN fbem-13973 62 41 is be AUX fbem-13973 62 42 divided divide VERB fbem-13973 62 43 by by ADP fbem-13973 62 44 1000 1000 NUM fbem-13973 62 45 ) ) PUNCT fbem-13973 62 46 would would AUX fbem-13973 62 47 result result VERB fbem-13973 62 48 in in ADP fbem-13973 62 49 a a DET fbem-13973 62 50 1.49 1.49 NUM fbem-13973 62 51 pp pp NOUN fbem-13973 62 52 increase increase NOUN fbem-13973 62 53 . . PUNCT fbem-13973 63 1 alternatively alternatively ADV fbem-13973 63 2 , , PUNCT fbem-13973 63 3 dummy dummy ADJ fbem-13973 63 4 variables variable NOUN fbem-13973 63 5 represent represent VERB fbem-13973 63 6 the the DET fbem-13973 63 7 pp pp ADJ fbem-13973 63 8 change change NOUN fbem-13973 63 9 when when SCONJ fbem-13973 63 10 the the DET fbem-13973 63 11 dummy dummy NOUN fbem-13973 63 12 is be AUX fbem-13973 63 13 set set VERB fbem-13973 63 14 equal equal ADJ fbem-13973 63 15 to to ADP fbem-13973 63 16 1 1 NUM fbem-13973 63 17 , , PUNCT fbem-13973 63 18 or or CCONJ fbem-13973 63 19 in in ADP fbem-13973 63 20 other other ADJ fbem-13973 63 21 words word NOUN fbem-13973 63 22 when when SCONJ fbem-13973 63 23 the the DET fbem-13973 63 24 condition condition NOUN fbem-13973 63 25 for for ADP fbem-13973 63 26 the the DET fbem-13973 63 27 dummy dummy NOUN fbem-13973 63 28 is be AUX fbem-13973 63 29 met meet VERB fbem-13973 63 30 . . PUNCT fbem-13973 64 1 therefore therefore ADV fbem-13973 64 2 , , PUNCT fbem-13973 64 3 if if SCONJ fbem-13973 64 4 an an DET fbem-13973 64 5 individual individual NOUN fbem-13973 64 6 is be AUX fbem-13973 64 7 in in ADP fbem-13973 64 8 a a DET fbem-13973 64 9 relationship relationship NOUN fbem-13973 64 10 , , PUNCT fbem-13973 64 11 they they PRON fbem-13973 64 12 would would AUX fbem-13973 64 13 have have VERB fbem-13973 64 14 a a DET fbem-13973 64 15 4.6 4.6 NUM fbem-13973 64 16 pp pp NOUN fbem-13973 64 17 increase increase NOUN fbem-13973 64 18 in in ADP fbem-13973 64 19 their their PRON fbem-13973 64 20 probability probability NOUN fbem-13973 64 21 of of ADP fbem-13973 64 22 being be AUX fbem-13973 64 23 satisfied satisfied ADJ fbem-13973 64 24 , , PUNCT fbem-13973 64 25 alternative alternative ADJ fbem-13973 64 26 to to ADP fbem-13973 64 27 a a DET fbem-13973 64 28 4.38 4.38 NUM fbem-13973 64 29 pp pp ADJ fbem-13973 64 30 decrease decrease NOUN fbem-13973 64 31 for for ADP fbem-13973 64 32 those those PRON fbem-13973 64 33 no no ADV fbem-13973 64 34 longer long ADV fbem-13973 64 35 in in ADP fbem-13973 64 36 a a DET fbem-13973 64 37 relationship relationship NOUN fbem-13973 64 38 . . PUNCT fbem-13973 65 1 having have VERB fbem-13973 65 2 a a DET fbem-13973 65 3 degree degree NOUN fbem-13973 65 4 increases increase VERB fbem-13973 65 5 the the DET fbem-13973 65 6 probability probability NOUN fbem-13973 65 7 by by ADP fbem-13973 65 8 3.77 3.77 NUM fbem-13973 65 9 pp pp NOUN fbem-13973 65 10 , , PUNCT fbem-13973 65 11 and and CCONJ fbem-13973 65 12 women woman NOUN fbem-13973 65 13 have have VERB fbem-13973 65 14 a a DET fbem-13973 65 15 0.32 0.32 NUM fbem-13973 65 16 pp pp NOUN fbem-13973 65 17 increase increase NOUN fbem-13973 65 18 , , PUNCT fbem-13973 65 19 but but CCONJ fbem-13973 65 20 there there PRON fbem-13973 65 21 is be VERB fbem-13973 65 22 little little ADJ fbem-13973 65 23 evidence evidence NOUN fbem-13973 65 24 to to PART fbem-13973 65 25 support support VERB fbem-13973 65 26 this this PRON fbem-13973 65 27 due due ADP fbem-13973 65 28 to to ADP fbem-13973 65 29 the the DET fbem-13973 65 30 low low ADJ fbem-13973 65 31 t t PROPN fbem-13973 65 32 - - PUNCT fbem-13973 65 33 statistic statistic NOUN fbem-13973 65 34 . . PUNCT fbem-13973 66 1 it it PRON fbem-13973 66 2 is be AUX fbem-13973 66 3 worth worth ADJ fbem-13973 66 4 modifying modify VERB fbem-13973 66 5 the the DET fbem-13973 66 6 regression regression NOUN fbem-13973 66 7 slightly slightly ADV fbem-13973 66 8 to to PART fbem-13973 66 9 aim aim VERB fbem-13973 66 10 for for ADP fbem-13973 66 11 a a DET fbem-13973 66 12 better well ADJ fbem-13973 66 13 goodness goodness NOUN fbem-13973 66 14 of of ADP fbem-13973 66 15 fit fit PROPN fbem-13973 66 16 , , PUNCT fbem-13973 66 17 income income NOUN fbem-13973 66 18 transformed transform VERB fbem-13973 66 19 into into ADP fbem-13973 66 20 its its PRON fbem-13973 66 21 natural natural ADJ fbem-13973 66 22 log log NOUN fbem-13973 66 23 to to PART fbem-13973 66 24 represent represent VERB fbem-13973 66 25 a a DET fbem-13973 66 26 more more ADV fbem-13973 66 27 uniform uniform ADJ fbem-13973 66 28 percentage percentage NOUN fbem-13973 66 29 growth growth NOUN fbem-13973 66 30 across across ADP fbem-13973 66 31 incomes income NOUN fbem-13973 66 32 , , PUNCT fbem-13973 66 33 rather rather ADV fbem-13973 66 34 than than ADP fbem-13973 66 35 a a DET fbem-13973 66 36 lump lump NOUN fbem-13973 66 37 - - PUNCT fbem-13973 66 38 sum sum NOUN fbem-13973 66 39 increase increase NOUN fbem-13973 66 40 . . PUNCT fbem-13973 67 1 table table NOUN fbem-13973 67 2 1 1 NUM fbem-13973 67 3 . . PUNCT fbem-13973 68 1 ols ol NOUN fbem-13973 68 2 regression regression NOUN fbem-13973 68 3 satisfied satisfy VERB fbem-13973 68 4 age age NOUN fbem-13973 68 5 0.00311 0.00311 NUM fbem-13973 68 6 * * PUNCT fbem-13973 68 7 * * PUNCT fbem-13973 68 8 * * PUNCT fbem-13973 68 9 ( ( PUNCT fbem-13973 68 10 14.14 14.14 NUM fbem-13973 68 11 ) ) PUNCT fbem-13973 68 12 kids kid NOUN fbem-13973 68 13 -0.0427 -0.0427 ADV fbem-13973 68 14 * * PUNCT fbem-13973 69 1 * * PUNCT fbem-13973 69 2 * * PUNCT fbem-13973 69 3 ( ( PUNCT fbem-13973 69 4 -5.78 -5.78 X fbem-13973 69 5 ) ) PUNCT fbem-13973 69 6 incouple incouple NOUN fbem-13973 69 7 0.0460 0.0460 NUM fbem-13973 69 8 * * PUNCT fbem-13973 69 9 * * PUNCT fbem-13973 69 10 * * PUNCT fbem-13973 69 11 ( ( PUNCT fbem-13973 69 12 5.18 5.18 NUM fbem-13973 69 13 ) ) PUNCT fbem-13973 69 14 separated separate VERB fbem-13973 69 15 -0.0438 -0.0438 ADV fbem-13973 69 16 * * PUNCT fbem-13973 69 17 * * PUNCT fbem-13973 69 18 * * PUNCT fbem-13973 69 19 ( ( PUNCT fbem-13973 69 20 -3.62 -3.62 ADJ fbem-13973 69 21 ) ) PUNCT fbem-13973 69 22 degree degree NOUN fbem-13973 69 23 0.0377 0.0377 NUM fbem-13973 69 24 * * PUNCT fbem-13973 69 25 * * PUNCT fbem-13973 69 26 * * PUNCT fbem-13973 69 27 ( ( PUNCT fbem-13973 69 28 6.17 6.17 NUM fbem-13973 69 29 ) ) PUNCT fbem-13973 69 30 income income NOUN fbem-13973 69 31 0.0149 0.0149 NUM fbem-13973 69 32 * * PUNCT fbem-13973 69 33 * * PUNCT fbem-13973 69 34 * * PUNCT fbem-13973 69 35 ( ( PUNCT fbem-13973 69 36 13.98 13.98 NUM fbem-13973 69 37 ) ) PUNCT fbem-13973 69 38 female female NOUN fbem-13973 69 39 0.00324 0.00324 NUM fbem-13973 69 40 ( ( PUNCT fbem-13973 69 41 0.55 0.55 NUM fbem-13973 69 42 ) ) PUNCT fbem-13973 70 1 _ _ PRON fbem-13973 70 2 cons con NOUN fbem-13973 70 3 0.306 0.306 NOUN fbem-13973 70 4 * * PUNCT fbem-13973 70 5 * * PUNCT fbem-13973 70 6 * * PUNCT fbem-13973 70 7 ( ( PUNCT fbem-13973 70 8 24.74 24.74 NUM fbem-13973 70 9 ) ) PUNCT fbem-13973 70 10 n n DET fbem-13973 70 11 28222 28222 NUM fbem-13973 70 12 r2 r2 NOUN fbem-13973 70 13 0.030 0.030 NUM fbem-13973 70 14 t t PROPN fbem-13973 70 15 statistics statistic NOUN fbem-13973 70 16 in in ADP fbem-13973 70 17 parentheses parenthesis NOUN fbem-13973 70 18 * * PUNCT fbem-13973 70 19 p<0.1 p<0.1 NUM fbem-13973 70 20 , , PUNCT fbem-13973 70 21 * * PUNCT fbem-13973 70 22 * * PUNCT fbem-13973 70 23 p<0.05 p<0.05 NOUN fbem-13973 70 24 , , PUNCT fbem-13973 70 25 * * PUNCT fbem-13973 70 26 * * PUNCT fbem-13973 70 27 * * PUNCT fbem-13973 70 28 p<0.01 p<0.01 ADJ fbem-13973 70 29 in in ADP fbem-13973 70 30 table table NOUN fbem-13973 70 31 2 2 NUM fbem-13973 70 32 , , PUNCT fbem-13973 70 33 income income NOUN fbem-13973 70 34 has have AUX fbem-13973 70 35 been be AUX fbem-13973 70 36 transformed transform VERB fbem-13973 70 37 into into ADP fbem-13973 70 38 its its PRON fbem-13973 70 39 natural natural ADJ fbem-13973 70 40 log log NOUN fbem-13973 70 41 to to PART fbem-13973 70 42 represent represent VERB fbem-13973 70 43 a a DET fbem-13973 70 44 uniform uniform ADJ fbem-13973 70 45 percentage percentage NOUN fbem-13973 70 46 growth growth NOUN fbem-13973 70 47 . . PUNCT fbem-13973 71 1 the the DET fbem-13973 71 2 log log NOUN fbem-13973 71 3 of of ADP fbem-13973 71 4 income income NOUN fbem-13973 71 5 is be AUX fbem-13973 71 6 statistically statistically ADV fbem-13973 71 7 significant significant ADJ fbem-13973 71 8 , , PUNCT fbem-13973 71 9 and and CCONJ fbem-13973 71 10 indicates indicate VERB fbem-13973 71 11 that that SCONJ fbem-13973 71 12 when when SCONJ fbem-13973 71 13 all all DET fbem-13973 71 14 variables variable NOUN fbem-13973 71 15 are be AUX fbem-13973 71 16 included include VERB fbem-13973 71 17 , , PUNCT fbem-13973 71 18 a a DET fbem-13973 71 19 1 1 NUM fbem-13973 71 20 % % NOUN fbem-13973 71 21 increase increase NOUN fbem-13973 71 22 in in ADP fbem-13973 71 23 gross gross ADJ fbem-13973 71 24 household household NOUN fbem-13973 71 25 monthly monthly ADJ fbem-13973 71 26 income income NOUN fbem-13973 71 27 will will AUX fbem-13973 71 28 increase increase VERB fbem-13973 71 29 the the DET fbem-13973 71 30 probability probability NOUN fbem-13973 71 31 of of ADP fbem-13973 71 32 reporting report VERB fbem-13973 71 33 being be AUX fbem-13973 71 34 satisfied satisfied ADJ fbem-13973 71 35 by by ADP fbem-13973 71 36 0.031 0.031 NUM fbem-13973 71 37 pp pp NOUN fbem-13973 71 38 ( ( PUNCT fbem-13973 71 39 note note VERB fbem-13973 71 40 the the DET fbem-13973 71 41 absence absence NOUN fbem-13973 71 42 of of ADP fbem-13973 71 43 multiplying multiply VERB fbem-13973 71 44 the the DET fbem-13973 71 45 coefficient coefficient NOUN fbem-13973 71 46 by by ADP fbem-13973 71 47 100 100 NUM fbem-13973 71 48 as as SCONJ fbem-13973 71 49 it it PRON fbem-13973 71 50 is be AUX fbem-13973 71 51 now now ADV fbem-13973 71 52 an an DET fbem-13973 71 53 elasticity elasticity NOUN fbem-13973 71 54 ) ) PUNCT fbem-13973 71 55 . . PUNCT fbem-13973 72 1 the the DET fbem-13973 72 2 dummy dummy ADJ fbem-13973 72 3 variables variable NOUN fbem-13973 72 4 for for ADP fbem-13973 72 5 smoking smoking NOUN fbem-13973 72 6 and and CCONJ fbem-13973 72 7 being be AUX fbem-13973 72 8 in in ADP fbem-13973 72 9 good good ADJ fbem-13973 72 10 health health NOUN fbem-13973 72 11 are be AUX fbem-13973 72 12 both both ADV fbem-13973 72 13 statistically statistically ADV fbem-13973 72 14 significant significant ADJ fbem-13973 72 15 at at ADP fbem-13973 72 16 the the DET fbem-13973 72 17 1 1 NUM fbem-13973 72 18 % % NOUN fbem-13973 72 19 level level NOUN fbem-13973 72 20 and and CCONJ fbem-13973 72 21 have have VERB fbem-13973 72 22 conflicting conflicting ADJ fbem-13973 72 23 effects effect NOUN fbem-13973 72 24 , , PUNCT fbem-13973 72 25 matching matching NOUN fbem-13973 72 26 diener diener PROPN fbem-13973 72 27 and and CCONJ fbem-13973 72 28 chan chan PROPN fbem-13973 72 29 ’s ’s PART fbem-13973 72 30 ( ( PUNCT fbem-13973 72 31 2011 2011 NUM fbem-13973 72 32 ) ) PUNCT fbem-13973 72 33 findings finding NOUN fbem-13973 72 34 . . PUNCT fbem-13973 73 1 since since SCONJ fbem-13973 73 2 there there PRON fbem-13973 73 3 exists exist VERB fbem-13973 73 4 some some DET fbem-13973 73 5 overlap overlap NOUN fbem-13973 73 6 between between ADP fbem-13973 73 7 the the DET fbem-13973 73 8 smoker smoker NOUN fbem-13973 73 9 and and CCONJ fbem-13973 73 10 goodhealth goodhealth NOUN fbem-13973 73 11 variables variable NOUN fbem-13973 73 12 , , PUNCT fbem-13973 73 13 regressions regression NOUN fbem-13973 73 14 from from ADP fbem-13973 73 15 here here ADV fbem-13973 73 16 shall shall AUX fbem-13973 73 17 proceed proceed VERB fbem-13973 73 18 only only ADV fbem-13973 73 19 with with ADP fbem-13973 73 20 125 125 NUM fbem-13973 73 21 goodhealth goodhealth NOUN fbem-13973 73 22 . . PUNCT fbem-13973 74 1 it it PRON fbem-13973 74 2 should should AUX fbem-13973 74 3 be be AUX fbem-13973 74 4 noted note VERB fbem-13973 74 5 that that SCONJ fbem-13973 74 6 the the DET fbem-13973 74 7 large large ADJ fbem-13973 74 8 r2 r2 NOUN fbem-13973 74 9 may may AUX fbem-13973 74 10 indicate indicate VERB fbem-13973 74 11 some some DET fbem-13973 74 12 unwanted unwanted ADJ fbem-13973 74 13 collinearity collinearity NOUN fbem-13973 74 14 between between ADP fbem-13973 74 15 the the DET fbem-13973 74 16 measures measure NOUN fbem-13973 74 17 for for ADP fbem-13973 74 18 being be AUX fbem-13973 74 19 in in ADP fbem-13973 74 20 good good ADJ fbem-13973 74 21 health health NOUN fbem-13973 74 22 and and CCONJ fbem-13973 74 23 being be AUX fbem-13973 74 24 satisfied satisfied ADJ fbem-13973 74 25 , , PUNCT fbem-13973 74 26 as as SCONJ fbem-13973 74 27 both both PRON fbem-13973 74 28 are be AUX fbem-13973 74 29 subjectively subjectively ADV fbem-13973 74 30 reported report VERB fbem-13973 74 31 through through ADP fbem-13973 74 32 surveys survey NOUN fbem-13973 74 33 rather rather ADV fbem-13973 74 34 than than ADP fbem-13973 74 35 objective objective ADJ fbem-13973 74 36 measures measure NOUN fbem-13973 74 37 , , PUNCT fbem-13973 74 38 but but CCONJ fbem-13973 74 39 there there PRON fbem-13973 74 40 is be VERB fbem-13973 74 41 no no DET fbem-13973 74 42 direct direct ADJ fbem-13973 74 43 evidence evidence NOUN fbem-13973 74 44 and and CCONJ fbem-13973 74 45 a a DET fbem-13973 74 46 vif vif NOUN fbem-13973 74 47 score score NOUN fbem-13973 74 48 returned return VERB fbem-13973 74 49 no no DET fbem-13973 74 50 indication indication NOUN fbem-13973 74 51 of of ADP fbem-13973 74 52 this this PRON fbem-13973 74 53 . . PUNCT fbem-13973 75 1 table table NOUN fbem-13973 75 2 2 2 NUM fbem-13973 75 3 . . PUNCT fbem-13973 75 4 comparison comparison NOUN fbem-13973 75 5 of of ADP fbem-13973 75 6 results result NOUN fbem-13973 75 7 when when SCONJ fbem-13973 75 8 goodhealth goodhealth NOUN fbem-13973 75 9 / / SYM fbem-13973 75 10 smoker smoker NOUN fbem-13973 75 11 are be AUX fbem-13973 75 12 omitted omit VERB fbem-13973 75 13 / / PUNCT fbem-13973 75 14 included include VERB fbem-13973 75 15 satisfied satisfied ADJ fbem-13973 75 16 satisfied satisfied ADJ fbem-13973 75 17 satisfied satisfied ADJ fbem-13973 75 18 satisfied satisfied ADJ fbem-13973 75 19 age age NOUN fbem-13973 75 20 0.00420 0.00420 NUM fbem-13973 75 21 * * PUNCT fbem-13973 75 22 * * PUNCT fbem-13973 76 1 * * PUNCT fbem-13973 76 2 0.00283 0.00283 NUM fbem-13973 76 3 * * PUNCT fbem-13973 76 4 * * PUNCT fbem-13973 76 5 * * PUNCT fbem-13973 76 6 0.00441 0.00441 NUM fbem-13973 76 7 * * PUNCT fbem-13973 76 8 * * PUNCT fbem-13973 76 9 * * PUNCT fbem-13973 76 10 ( ( PUNCT fbem-13973 76 11 19.80 19.80 NUM fbem-13973 76 12 ) ) PUNCT fbem-13973 76 13 ( ( PUNCT fbem-13973 76 14 12.79 12.79 NUM fbem-13973 76 15 ) ) PUNCT fbem-13973 76 16 ( ( PUNCT fbem-13973 76 17 20.84 20.84 NUM fbem-13973 76 18 ) ) PUNCT fbem-13973 76 19 kids kid NOUN fbem-13973 76 20 -0.0436 -0.0436 VERB fbem-13973 76 21 * * PUNCT fbem-13973 76 22 * * PUNCT fbem-13973 76 23 * * PUNCT fbem-13973 76 24 -0.0442 -0.0442 PUNCT fbem-13973 76 25 * * PUNCT fbem-13973 76 26 * * PUNCT fbem-13973 76 27 * * PUNCT fbem-13973 76 28 -0.0435 -0.0435 PUNCT fbem-13973 76 29 * * PUNCT fbem-13973 77 1 * * PUNCT fbem-13973 77 2 * * PUNCT fbem-13973 77 3 ( ( PUNCT fbem-13973 77 4 -6.21 -6.21 ADJ fbem-13973 77 5 ) ) PUNCT fbem-13973 77 6 ( ( PUNCT fbem-13973 77 7 -6.00 -6.00 NOUN fbem-13973 77 8 ) ) PUNCT fbem-13973 77 9 ( ( PUNCT fbem-13973 77 10 -6.17 -6.17 NOUN fbem-13973 77 11 ) ) PUNCT fbem-13973 77 12 incouple incouple NOUN fbem-13973 77 13 0.0293 0.0293 NUM fbem-13973 77 14 * * PUNCT fbem-13973 77 15 * * PUNCT fbem-13973 77 16 * * PUNCT fbem-13973 77 17 0.0392 0.0392 NUM fbem-13973 77 18 * * PUNCT fbem-13973 77 19 * * PUNCT fbem-13973 77 20 * * PUNCT fbem-13973 77 21 0.0306 0.0306 NUM fbem-13973 77 22 * * PUNCT fbem-13973 77 23 * * PUNCT fbem-13973 77 24 * * PUNCT fbem-13973 77 25 ( ( PUNCT fbem-13973 77 26 3.43 3.43 NUM fbem-13973 77 27 ) ) PUNCT fbem-13973 77 28 ( ( PUNCT fbem-13973 77 29 4.39 4.39 NUM fbem-13973 77 30 ) ) PUNCT fbem-13973 77 31 ( ( PUNCT fbem-13973 77 32 3.59 3.59 NUM fbem-13973 77 33 ) ) PUNCT fbem-13973 77 34 separated separate VERB fbem-13973 77 35 -0.0234 -0.0234 NOUN fbem-13973 77 36 * * PUNCT fbem-13973 77 37 * * PUNCT fbem-13973 77 38 -0.0378 -0.0378 X fbem-13973 78 1 * * PUNCT fbem-13973 78 2 * * PUNCT fbem-13973 78 3 * * PUNCT fbem-13973 78 4 -0.0261 -0.0261 NOUN fbem-13973 79 1 * * NOUN fbem-13973 79 2 * * PUNCT fbem-13973 79 3 ( ( PUNCT fbem-13973 79 4 -2.03 -2.03 NUM fbem-13973 79 5 ) ) PUNCT fbem-13973 79 6 ( ( PUNCT fbem-13973 79 7 -3.14 -3.14 NUM fbem-13973 79 8 ) ) PUNCT fbem-13973 79 9 ( ( PUNCT fbem-13973 79 10 -2.27 -2.27 NOUN fbem-13973 79 11 ) ) PUNCT fbem-13973 79 12 degree degree NOUN fbem-13973 79 13 0.00543 0.00543 NUM fbem-13973 79 14 0.0310 0.0310 NUM fbem-13973 79 15 * * PUNCT fbem-13973 79 16 * * PUNCT fbem-13973 79 17 * * PUNCT fbem-13973 80 1 0.0112 0.0112 NUM fbem-13973 80 2 * * SYM fbem-13973 80 3 ( ( PUNCT fbem-13973 80 4 0.93 0.93 NUM fbem-13973 80 5 ) ) PUNCT fbem-13973 80 6 ( ( PUNCT fbem-13973 80 7 5.09 5.09 NUM fbem-13973 80 8 ) ) PUNCT fbem-13973 80 9 ( ( PUNCT fbem-13973 80 10 1.92 1.92 NUM fbem-13973 80 11 ) ) PUNCT fbem-13973 80 12 lincome lincome NOUN fbem-13973 80 13 0.0311 0.0311 NUM fbem-13973 80 14 * * PUNCT fbem-13973 80 15 * * PUNCT fbem-13973 80 16 * * PUNCT fbem-13973 80 17 0.0492 0.0492 NUM fbem-13973 80 18 * * PUNCT fbem-13973 80 19 * * PUNCT fbem-13973 80 20 * * PUNCT fbem-13973 80 21 0.0341 0.0341 NUM fbem-13973 80 22 * * PUNCT fbem-13973 80 23 * * PUNCT fbem-13973 80 24 * * PUNCT fbem-13973 80 25 ( ( PUNCT fbem-13973 80 26 7.62 7.62 NUM fbem-13973 80 27 ) ) PUNCT fbem-13973 80 28 ( ( PUNCT fbem-13973 80 29 11.53 11.53 NUM fbem-13973 80 30 ) ) PUNCT fbem-13973 80 31 ( ( PUNCT fbem-13973 80 32 8.35 8.35 NUM fbem-13973 80 33 ) ) PUNCT fbem-13973 80 34 female female NOUN fbem-13973 80 35 0.00571 0.00571 NUM fbem-13973 80 36 -0.000450 -0.000450 NOUN fbem-13973 80 37 0.00795 0.00795 NUM fbem-13973 80 38 ( ( PUNCT fbem-13973 80 39 1.01 1.01 NUM fbem-13973 80 40 ) ) PUNCT fbem-13973 80 41 ( ( PUNCT fbem-13973 80 42 -0.08 -0.08 NUM fbem-13973 80 43 ) ) PUNCT fbem-13973 80 44 ( ( PUNCT fbem-13973 80 45 1.41 1.41 NUM fbem-13973 80 46 ) ) PUNCT fbem-13973 80 47 smoker smoker NOUN fbem-13973 80 48 -0.0837 -0.0837 NOUN fbem-13973 81 1 * * PUNCT fbem-13973 82 1 * * PUNCT fbem-13973 82 2 * * PUNCT fbem-13973 82 3 -0.130 -0.130 PUNCT fbem-13973 82 4 * * PUNCT fbem-13973 82 5 * * PUNCT fbem-13973 82 6 * * NOUN fbem-13973 82 7 -0.122 -0.122 PUNCT fbem-13973 82 8 * * PUNCT fbem-13973 82 9 * * PUNCT fbem-13973 82 10 * * PUNCT fbem-13973 82 11 ( ( PUNCT fbem-13973 82 12 -9.81 -9.81 NOUN fbem-13973 82 13 ) ) PUNCT fbem-13973 82 14 ( ( PUNCT fbem-13973 82 15 -14.60 -14.60 PROPN fbem-13973 82 16 ) ) PUNCT fbem-13973 82 17 ( ( PUNCT fbem-13973 82 18 -14.37 -14.37 PROPN fbem-13973 82 19 ) ) PUNCT fbem-13973 82 20 goodhealth goodhealth NOUN fbem-13973 82 21 0.375 0.375 NUM fbem-13973 82 22 * * PUNCT fbem-13973 82 23 * * PUNCT fbem-13973 82 24 * * PUNCT fbem-13973 82 25 0.382 0.382 NUM fbem-13973 82 26 * * PUNCT fbem-13973 82 27 * * PUNCT fbem-13973 82 28 * * PUNCT fbem-13973 82 29 0.348 0.348 NUM fbem-13973 82 30 * * PUNCT fbem-13973 82 31 * * PUNCT fbem-13973 82 32 * * PUNCT fbem-13973 82 33 ( ( PUNCT fbem-13973 82 34 53.14 53.14 NUM fbem-13973 82 35 ) ) PUNCT fbem-13973 82 36 ( ( PUNCT fbem-13973 82 37 54.33 54.33 NUM fbem-13973 82 38 ) ) PUNCT fbem-13973 82 39 ( ( PUNCT fbem-13973 82 40 50.06 50.06 NUM fbem-13973 82 41 ) ) PUNCT fbem-13973 83 1 _ _ NOUN fbem-13973 83 2 cons con NOUN fbem-13973 83 3 -0.203 -0.203 PUNCT fbem-13973 83 4 * * PUNCT fbem-13973 83 5 * * PUNCT fbem-13973 83 6 * * X fbem-13973 83 7 0.0102 0.0102 NUM fbem-13973 83 8 -0.257 -0.257 NOUN fbem-13973 83 9 * * PUNCT fbem-13973 83 10 * * PUNCT fbem-13973 83 11 * * PUNCT fbem-13973 83 12 0.297 0.297 NUM fbem-13973 83 13 * * PUNCT fbem-13973 83 14 * * PUNCT fbem-13973 83 15 * * PUNCT fbem-13973 83 16 ( ( PUNCT fbem-13973 83 17 -5.62 -5.62 NOUN fbem-13973 83 18 ) ) PUNCT fbem-13973 83 19 ( ( PUNCT fbem-13973 83 20 0.27 0.27 NUM fbem-13973 83 21 ) ) PUNCT fbem-13973 83 22 ( ( PUNCT fbem-13973 83 23 -7.21 -7.21 NOUN fbem-13973 83 24 ) ) PUNCT fbem-13973 83 25 ( ( PUNCT fbem-13973 83 26 46.73 46.73 NUM fbem-13973 83 27 ) ) PUNCT fbem-13973 83 28 n n PRON fbem-13973 83 29 28222 28222 NUM fbem-13973 83 30 28222 28222 NUM fbem-13973 83 31 28222 28222 NUM fbem-13973 83 32 28222 28222 NUM fbem-13973 83 33 r2 r2 NOUN fbem-13973 83 34 0.124 0.124 NUM fbem-13973 83 35 0.036 0.036 NUM fbem-13973 83 36 0.121 0.121 NUM fbem-13973 83 37 0.093 0.093 NUM fbem-13973 83 38 t t NOUN fbem-13973 83 39 statistics statistic NOUN fbem-13973 83 40 in in ADP fbem-13973 83 41 parentheses parenthesis NOUN fbem-13973 83 42 * * PUNCT fbem-13973 83 43 p<0.1 p<0.1 NUM fbem-13973 83 44 , , PUNCT fbem-13973 83 45 * * PUNCT fbem-13973 83 46 * * PUNCT fbem-13973 83 47 p<0.05 p<0.05 NOUN fbem-13973 83 48 , , PUNCT fbem-13973 83 49 * * PUNCT fbem-13973 83 50 * * PUNCT fbem-13973 83 51 * * PUNCT fbem-13973 83 52 p<0.01 p<0.01 PRON fbem-13973 83 53 the the DET fbem-13973 83 54 age age NOUN fbem-13973 83 55 variable variable NOUN fbem-13973 83 56 holds hold VERB fbem-13973 83 57 little little ADJ fbem-13973 83 58 explanatory explanatory ADJ fbem-13973 83 59 power power NOUN fbem-13973 83 60 despite despite SCONJ fbem-13973 83 61 its its PRON fbem-13973 83 62 significance significance NOUN fbem-13973 83 63 , , PUNCT fbem-13973 83 64 possibly possibly ADV fbem-13973 83 65 as as ADP fbem-13973 83 66 the the DET fbem-13973 83 67 age age NOUN fbem-13973 83 68 observations observation NOUN fbem-13973 83 69 ranging range VERB fbem-13973 83 70 from from ADP fbem-13973 83 71 16 16 NUM fbem-13973 83 72 to to ADP fbem-13973 83 73 103 103 NUM fbem-13973 83 74 in in ADP fbem-13973 83 75 the the DET fbem-13973 83 76 dataset dataset NOUN fbem-13973 83 77 . . PUNCT fbem-13973 84 1 therefore therefore ADV fbem-13973 84 2 , , PUNCT fbem-13973 84 3 dummy dummy ADJ fbem-13973 84 4 variables variable NOUN fbem-13973 84 5 for for ADP fbem-13973 84 6 elderly elderly ADJ fbem-13973 84 7 ( ( PUNCT fbem-13973 84 8 60 60 NUM fbem-13973 84 9 + + NOUN fbem-13973 84 10 ) ) PUNCT fbem-13973 84 11 and and CCONJ fbem-13973 84 12 middle middle NOUN fbem-13973 84 13 - - PUNCT fbem-13973 84 14 aged aged ADJ fbem-13973 84 15 ( ( PUNCT fbem-13973 84 16 40 40 NUM fbem-13973 84 17 - - SYM fbem-13973 84 18 59 59 NUM fbem-13973 84 19 ) ) PUNCT fbem-13973 84 20 are be AUX fbem-13973 84 21 generated generate VERB fbem-13973 84 22 to to PART fbem-13973 84 23 provide provide VERB fbem-13973 84 24 more more ADJ fbem-13973 84 25 insight insight NOUN fbem-13973 84 26 and and CCONJ fbem-13973 84 27 estimated estimate VERB fbem-13973 84 28 against against ADP fbem-13973 84 29 the the DET fbem-13973 84 30 baseline baseline ADJ fbem-13973 84 31 category category NOUN fbem-13973 84 32 of of ADP fbem-13973 84 33 younger young ADJ fbem-13973 84 34 individuals individual NOUN fbem-13973 84 35 to to PART fbem-13973 84 36 avoid avoid VERB fbem-13973 84 37 the the DET fbem-13973 84 38 dummy dummy ADJ fbem-13973 84 39 variable variable NOUN fbem-13973 84 40 trap trap NOUN fbem-13973 84 41 . . PUNCT fbem-13973 85 1 another another DET fbem-13973 85 2 dummy dummy ADJ fbem-13973 85 3 variable variable NOUN fbem-13973 85 4 is be AUX fbem-13973 85 5 added add VERB fbem-13973 85 6 to to PART fbem-13973 85 7 demonstrate demonstrate VERB fbem-13973 85 8 the the DET fbem-13973 85 9 effects effect NOUN fbem-13973 85 10 from from ADP fbem-13973 85 11 whether whether SCONJ fbem-13973 85 12 the the DET fbem-13973 85 13 individual individual NOUN fbem-13973 85 14 belongs belong VERB fbem-13973 85 15 to to ADP fbem-13973 85 16 an an DET fbem-13973 85 17 ethnic ethnic ADJ fbem-13973 85 18 minority minority NOUN fbem-13973 85 19 group group NOUN fbem-13973 85 20 or or CCONJ fbem-13973 85 21 not not PART fbem-13973 85 22 . . PUNCT fbem-13973 86 1 the the DET fbem-13973 86 2 probit probit NOUN fbem-13973 86 3 model model NOUN fbem-13973 86 4 is be AUX fbem-13973 86 5 formed form VERB fbem-13973 86 6 by by ADP fbem-13973 86 7 constructing construct VERB fbem-13973 86 8 latent latent NOUN fbem-13973 86 9 variables variable NOUN fbem-13973 86 10 , , PUNCT fbem-13973 86 11 given give VERB fbem-13973 86 12 by by ADP fbem-13973 86 13 π‘¦βˆ— π‘¦βˆ— PROPN fbem-13973 86 14 x x INTJ fbem-13973 86 15 β€²Ξ² β€²Ξ² NOUN fbem-13973 86 16 Ξ΅ Ξ΅ PROPN fbem-13973 86 17 where where SCONJ fbem-13973 86 18 y y PROPN fbem-13973 86 19 1 1 NUM fbem-13973 86 20 if if SCONJ fbem-13973 86 21 π‘¦βˆ— π‘¦βˆ— PROPN fbem-13973 86 22 0 0 NUM fbem-13973 86 23 ; ; PUNCT fbem-13973 86 24 y y PROPN fbem-13973 86 25 0 0 PUNCT fbem-13973 86 26 if if SCONJ fbem-13973 86 27 π‘¦βˆ— π‘¦βˆ— PROPN fbem-13973 86 28 0 0 PUNCT fbem-13973 86 29 and and CCONJ fbem-13973 86 30 the the DET fbem-13973 86 31 error error NOUN fbem-13973 86 32 term term NOUN fbem-13973 86 33 is be AUX fbem-13973 86 34 i.i.d i.i.d ADP fbem-13973 86 35 standard standard NOUN fbem-13973 86 36 normally normally ADV fbem-13973 86 37 distributed distribute VERB fbem-13973 86 38 , , PUNCT fbem-13973 86 39 with with ADP fbem-13973 86 40 the the DET fbem-13973 86 41 probability probability NOUN fbem-13973 86 42 of of ADP fbem-13973 86 43 observing observe VERB fbem-13973 86 44 a a DET fbem-13973 86 45 positive positive ADJ fbem-13973 86 46 outcome outcome NOUN fbem-13973 86 47 : : PUNCT fbem-13973 86 48 pr pr ADP fbem-13973 86 49 𝑦 𝑦 NOUN fbem-13973 86 50 1|π‘₯ 1|π‘₯ NUM fbem-13973 86 51 pr pr NOUN fbem-13973 87 1 π‘₯ π‘₯ PRON fbem-13973 87 2 𝛽 𝛽 NOUN fbem-13973 87 3 πœ€ πœ€ X fbem-13973 87 4 0 0 NUM fbem-13973 87 5 pr pr NOUN fbem-13973 87 6 πœ€ πœ€ PROPN fbem-13973 87 7 π‘₯ π‘₯ PRON fbem-13973 87 8 𝛽 𝛽 PROPN fbem-13973 87 9 ( ( PUNCT fbem-13973 87 10 1 1 NUM fbem-13973 87 11 ) ) SYM fbem-13973 87 12 1 1 NUM fbem-13973 87 13 𝐺 𝐺 NOUN fbem-13973 87 14 π‘₯ π‘₯ X fbem-13973 87 15 𝛽 𝛽 PROPN fbem-13973 87 16 𝐺 𝐺 NOUN fbem-13973 87 17 π‘₯ π‘₯ PROPN fbem-13973 87 18 𝛽 𝛽 PROPN fbem-13973 87 19 and and CCONJ fbem-13973 87 20 due due ADP fbem-13973 87 21 to to ADP fbem-13973 87 22 the the DET fbem-13973 87 23 error error NOUN fbem-13973 87 24 specification specification NOUN fbem-13973 87 25 , , PUNCT fbem-13973 87 26 we we PRON fbem-13973 87 27 are be AUX fbem-13973 87 28 left leave VERB fbem-13973 87 29 with with ADP fbem-13973 87 30 : : PUNCT fbem-13973 87 31 g g PROPN fbem-13973 87 32 Ξ± Ξ± PROPN fbem-13973 87 33 Ξ²xi Ξ²xi PROPN fbem-13973 88 1 Ο† Ο† PROPN fbem-13973 88 2 Ξ± Ξ± PROPN fbem-13973 88 3 Ξ²xi Ξ²xi PUNCT fbem-13973 88 4 ≑ ≑ PROPN fbem-13973 88 5 πœ™ πœ™ X fbem-13973 88 6 𝑣 𝑣 PRON fbem-13973 88 7 𝑑𝑣 𝑑𝑣 X fbem-13973 88 8 ( ( PUNCT fbem-13973 88 9 2 2 NUM fbem-13973 88 10 ) ) PUNCT fbem-13973 88 11 when when SCONJ fbem-13973 88 12 using use VERB fbem-13973 88 13 the the DET fbem-13973 88 14 probit probit NOUN fbem-13973 88 15 command command NOUN fbem-13973 88 16 in in ADP fbem-13973 88 17 stata stata NOUN fbem-13973 88 18 , , PUNCT fbem-13973 88 19 it it PRON fbem-13973 88 20 calculates calculate VERB fbem-13973 88 21 coefficients coefficient NOUN fbem-13973 88 22 through through ADP fbem-13973 88 23 the the DET fbem-13973 88 24 log log NOUN fbem-13973 88 25 - - PUNCT fbem-13973 88 26 likelihood likelihood NOUN fbem-13973 88 27 function function NOUN fbem-13973 88 28 : : PUNCT fbem-13973 88 29 𝐿𝐿 𝐿𝐿 PROPN fbem-13973 88 30 βˆ‘ βˆ‘ PROPN fbem-13973 88 31 𝑙𝑛𝐺 𝑙𝑛𝐺 PROPN fbem-13973 88 32 π‘ž π‘ž PROPN fbem-13973 88 33 π‘₯ π‘₯ PROPN fbem-13973 88 34 𝛽 𝛽 PROPN fbem-13973 88 35 π‘€β„Žπ‘’π‘Ÿπ‘’ π‘€β„Žπ‘’π‘Ÿπ‘’ NOUN fbem-13973 88 36 π‘ž π‘ž X fbem-13973 88 37 2𝑦 2𝑦 NOUN fbem-13973 88 38 1 1 NUM fbem-13973 88 39 and and CCONJ fbem-13973 88 40 from from ADP fbem-13973 88 41 this this PRON fbem-13973 88 42 we we PRON fbem-13973 88 43 calculate calculate VERB fbem-13973 88 44 the the DET fbem-13973 88 45 marginal marginal ADJ fbem-13973 88 46 effects(mes effects(me NOUN fbem-13973 88 47 ) ) PUNCT fbem-13973 88 48 used use VERB fbem-13973 88 49 for for ADP fbem-13973 88 50 interpretation interpretation NOUN fbem-13973 88 51 via via ADP fbem-13973 88 52 the the DET fbem-13973 88 53 following follow VERB fbem-13973 88 54 function function NOUN fbem-13973 88 55 : : PUNCT fbem-13973 89 1 | | ADV fbem-13973 89 2 𝑔 𝑔 PROPN fbem-13973 89 3 π‘₯ π‘₯ X fbem-13973 89 4 𝛽 𝛽 NOUN fbem-13973 89 5 π‘¦βˆ— π‘¦βˆ— NOUN fbem-13973 90 1 π‘₯ π‘₯ PROPN fbem-13973 90 2 𝑔 𝑔 PROPN fbem-13973 90 3 π‘₯ π‘₯ X fbem-13973 90 4 𝛽 𝛽 PROPN fbem-13973 90 5 𝛽 𝛽 PROPN fbem-13973 90 6 ( ( PUNCT fbem-13973 90 7 3 3 NUM fbem-13973 90 8 ) ) PUNCT fbem-13973 90 9 table table NOUN fbem-13973 90 10 3 3 NUM fbem-13973 90 11 shows show VERB fbem-13973 90 12 both both DET fbem-13973 90 13 ols ol NOUN fbem-13973 90 14 and and CCONJ fbem-13973 90 15 probit probit NOUN fbem-13973 90 16 results result NOUN fbem-13973 90 17 . . PUNCT fbem-13973 91 1 splitting split VERB fbem-13973 91 2 up up ADP fbem-13973 91 3 the the DET fbem-13973 91 4 age age NOUN fbem-13973 91 5 observations observation NOUN fbem-13973 91 6 into into ADP fbem-13973 91 7 separate separate ADJ fbem-13973 91 8 categories category NOUN fbem-13973 91 9 has have AUX fbem-13973 91 10 not not PART fbem-13973 91 11 caused cause VERB fbem-13973 91 12 any any DET fbem-13973 91 13 problems problem NOUN fbem-13973 91 14 in in ADP fbem-13973 91 15 table table NOUN fbem-13973 91 16 3 3 NUM fbem-13973 91 17 , , PUNCT fbem-13973 91 18 with with ADP fbem-13973 91 19 the the DET fbem-13973 91 20 elderly elderly ADJ fbem-13973 91 21 having have VERB fbem-13973 91 22 a a DET fbem-13973 91 23 17.6 17.6 NUM fbem-13973 91 24 pp pp NOUN fbem-13973 91 25 increase increase NOUN fbem-13973 91 26 in in ADP fbem-13973 91 27 the the DET fbem-13973 91 28 probability probability NOUN fbem-13973 91 29 of of ADP fbem-13973 91 30 being be AUX fbem-13973 91 31 satisfied satisfied ADJ fbem-13973 91 32 to to ADP fbem-13973 91 33 those those PRON fbem-13973 91 34 under under ADP fbem-13973 91 35 40 40 NUM fbem-13973 91 36 . . PUNCT fbem-13973 92 1 we we PRON fbem-13973 92 2 also also ADV fbem-13973 92 3 observe observe VERB fbem-13973 92 4 that that SCONJ fbem-13973 92 5 minorities minority NOUN fbem-13973 92 6 have have VERB fbem-13973 92 7 a a DET fbem-13973 92 8 7.04 7.04 NUM fbem-13973 92 9 pp pp NOUN fbem-13973 92 10 decrease decrease NOUN fbem-13973 92 11 in in ADP fbem-13973 92 12 the the DET fbem-13973 92 13 probability probability NOUN fbem-13973 92 14 of of ADP fbem-13973 92 15 being be AUX fbem-13973 92 16 satisfied satisfied ADJ fbem-13973 92 17 , , PUNCT fbem-13973 92 18 whereas whereas SCONJ fbem-13973 92 19 having have VERB fbem-13973 92 20 between between ADP fbem-13973 92 21 7 7 NUM fbem-13973 92 22 - - SYM fbem-13973 92 23 9 9 NUM fbem-13973 92 24 hours hour NOUN fbem-13973 92 25 of of ADP fbem-13973 92 26 sleep sleep NOUN fbem-13973 92 27 per per ADP fbem-13973 92 28 night night NOUN fbem-13973 92 29 increases increase VERB fbem-13973 92 30 the the DET fbem-13973 92 31 probability probability NOUN fbem-13973 92 32 by by ADP fbem-13973 92 33 10.2 10.2 NUM fbem-13973 92 34 pp pp NOUN fbem-13973 92 35 . . PUNCT fbem-13973 93 1 table table NOUN fbem-13973 93 2 3 3 NUM fbem-13973 93 3 shows show VERB fbem-13973 93 4 only only ADV fbem-13973 93 5 minor minor ADJ fbem-13973 93 6 changes change NOUN fbem-13973 93 7 to to ADP fbem-13973 93 8 the the DET fbem-13973 93 9 coefficients coefficient NOUN fbem-13973 93 10 / / SYM fbem-13973 93 11 mes me NOUN fbem-13973 93 12 and and CCONJ fbem-13973 93 13 standard standard ADJ fbem-13973 93 14 errors error NOUN fbem-13973 93 15 , , PUNCT fbem-13973 93 16 indicating indicate VERB fbem-13973 93 17 the the DET fbem-13973 93 18 lpm lpm NOUN fbem-13973 93 19 may may AUX fbem-13973 93 20 provide provide VERB fbem-13973 93 21 sufficient sufficient ADJ fbem-13973 93 22 explanation explanation NOUN fbem-13973 93 23 . . PUNCT fbem-13973 94 1 however however ADV fbem-13973 94 2 , , PUNCT fbem-13973 94 3 the the DET fbem-13973 94 4 predicted predict VERB fbem-13973 94 5 probability probability NOUN fbem-13973 94 6 of of ADP fbem-13973 94 7 being be AUX fbem-13973 94 8 satisfied satisfied ADJ fbem-13973 94 9 for for ADP fbem-13973 94 10 an an DET fbem-13973 94 11 individual individual NOUN fbem-13973 94 12 in in ADP fbem-13973 94 13 the the DET fbem-13973 94 14 baseline baseline NOUN fbem-13973 94 15 category category NOUN fbem-13973 94 16 for for ADP fbem-13973 94 17 all all DET fbem-13973 94 18 variables variable NOUN fbem-13973 94 19 ( ( PUNCT fbem-13973 94 20 denoted denote VERB fbem-13973 94 21 by by ADP fbem-13973 94 22 the the DET fbem-13973 94 23 constant constant NOUN fbem-13973 94 24 ) ) PUNCT fbem-13973 94 25 would would AUX fbem-13973 94 26 be be AUX fbem-13973 94 27 negative negative ADJ fbem-13973 94 28 , , PUNCT fbem-13973 94 29 which which PRON fbem-13973 94 30 is be AUX fbem-13973 94 31 not not PART fbem-13973 94 32 possible possible ADJ fbem-13973 94 33 . . PUNCT fbem-13973 95 1 furthermore furthermore ADV fbem-13973 95 2 , , PUNCT fbem-13973 95 3 the the DET fbem-13973 95 4 variance variance NOUN fbem-13973 95 5 of of ADP fbem-13973 95 6 the the DET fbem-13973 95 7 error error NOUN fbem-13973 95 8 term term NOUN fbem-13973 95 9 depends depend VERB fbem-13973 95 10 on on ADP fbem-13973 95 11 the the DET fbem-13973 95 12 value value NOUN fbem-13973 95 13 of of ADP fbem-13973 95 14 the the DET fbem-13973 95 15 parameter parameter NOUN fbem-13973 95 16 , , PUNCT fbem-13973 95 17 leading lead VERB fbem-13973 95 18 to to ADP fbem-13973 95 19 inefficient inefficient ADJ fbem-13973 95 20 standard standard ADJ fbem-13973 95 21 errors error NOUN fbem-13973 95 22 due due ADP fbem-13973 95 23 to to ADP fbem-13973 95 24 heteroskedasticity heteroskedasticity NOUN fbem-13973 95 25 . . PUNCT fbem-13973 96 1 therefore therefore ADV fbem-13973 96 2 , , PUNCT fbem-13973 96 3 the the DET fbem-13973 96 4 nlpm nlpm NOUN fbem-13973 96 5 shall shall AUX fbem-13973 96 6 be be AUX fbem-13973 96 7 employed employ VERB fbem-13973 96 8 from from ADP fbem-13973 96 9 this this DET fbem-13973 96 10 point point NOUN fbem-13973 96 11 as as SCONJ fbem-13973 96 12 it it PRON fbem-13973 96 13 126 126 NUM fbem-13973 96 14 will will AUX fbem-13973 96 15 not not PART fbem-13973 96 16 impede impede VERB fbem-13973 96 17 upon upon SCONJ fbem-13973 96 18 any any DET fbem-13973 96 19 potential potential ADJ fbem-13973 96 20 non non ADJ fbem-13973 96 21 - - ADJ fbem-13973 96 22 linear linear ADJ fbem-13973 96 23 findings finding NOUN fbem-13973 96 24 . . PUNCT fbem-13973 97 1 in in ADP fbem-13973 97 2 tables table NOUN fbem-13973 97 3 one one NUM fbem-13973 97 4 to to ADP fbem-13973 97 5 three three NUM fbem-13973 97 6 , , PUNCT fbem-13973 97 7 having have VERB fbem-13973 97 8 children child NOUN fbem-13973 97 9 has have AUX fbem-13973 97 10 produced produce VERB fbem-13973 97 11 a a DET fbem-13973 97 12 negative negative ADJ fbem-13973 97 13 impact impact NOUN fbem-13973 97 14 on on ADP fbem-13973 97 15 the the DET fbem-13973 97 16 probability probability NOUN fbem-13973 97 17 of of ADP fbem-13973 97 18 reporting report VERB fbem-13973 97 19 being be AUX fbem-13973 97 20 satisfied satisfied ADJ fbem-13973 97 21 . . PUNCT fbem-13973 98 1 table table NOUN fbem-13973 98 2 4 4 NUM fbem-13973 98 3 demonstrates demonstrate VERB fbem-13973 98 4 the the DET fbem-13973 98 5 observed observe VERB fbem-13973 98 6 changes change NOUN fbem-13973 98 7 for for ADP fbem-13973 98 8 when when SCONJ fbem-13973 98 9 we we PRON fbem-13973 98 10 introduce introduce VERB fbem-13973 98 11 a a DET fbem-13973 98 12 dummy dummy ADJ fbem-13973 98 13 variable variable NOUN fbem-13973 98 14 for for ADP fbem-13973 98 15 having have VERB fbem-13973 98 16 bills bill NOUN fbem-13973 98 17 paid pay VERB fbem-13973 98 18 into into ADP fbem-13973 98 19 the the DET fbem-13973 98 20 model model NOUN fbem-13973 98 21 , , PUNCT fbem-13973 98 22 as as ADV fbem-13973 98 23 well well ADV fbem-13973 98 24 as as ADP fbem-13973 98 25 its its PRON fbem-13973 98 26 interaction interaction NOUN fbem-13973 98 27 term term NOUN fbem-13973 98 28 with with ADP fbem-13973 98 29 having have VERB fbem-13973 98 30 children child NOUN fbem-13973 98 31 . . PUNCT fbem-13973 99 1 the the DET fbem-13973 99 2 inclusion inclusion NOUN fbem-13973 99 3 of of ADP fbem-13973 99 4 these these DET fbem-13973 99 5 variables variable NOUN fbem-13973 99 6 converts convert VERB fbem-13973 99 7 the the DET fbem-13973 99 8 children child NOUN fbem-13973 99 9 variable variable ADJ fbem-13973 99 10 from from ADP fbem-13973 99 11 -0.0252 -0.0252 ADJ fbem-13973 99 12 in in ADP fbem-13973 99 13 table table NOUN fbem-13973 99 14 3 3 NUM fbem-13973 99 15 to to ADP fbem-13973 99 16 0.0371 0.0371 NUM fbem-13973 99 17 here here ADV fbem-13973 99 18 , , PUNCT fbem-13973 99 19 indicating indicate VERB fbem-13973 99 20 that that SCONJ fbem-13973 99 21 when when SCONJ fbem-13973 99 22 payment payment NOUN fbem-13973 99 23 of of ADP fbem-13973 99 24 bills bill NOUN fbem-13973 99 25 is be AUX fbem-13973 99 26 held hold VERB fbem-13973 99 27 constant constant ADJ fbem-13973 99 28 , , PUNCT fbem-13973 99 29 having have VERB fbem-13973 99 30 children child NOUN fbem-13973 99 31 increases increase VERB fbem-13973 99 32 the the DET fbem-13973 99 33 probability probability NOUN fbem-13973 99 34 of of ADP fbem-13973 99 35 reporting report VERB fbem-13973 99 36 being be AUX fbem-13973 99 37 satisfied satisfied ADJ fbem-13973 99 38 by by ADP fbem-13973 99 39 3.71 3.71 NUM fbem-13973 99 40 pp pp NOUN fbem-13973 99 41 , , PUNCT fbem-13973 99 42 however however ADV fbem-13973 99 43 this this PRON fbem-13973 99 44 is be AUX fbem-13973 99 45 insignificant insignificant ADJ fbem-13973 99 46 at at ADP fbem-13973 99 47 the the DET fbem-13973 99 48 10 10 NUM fbem-13973 99 49 % % NOUN fbem-13973 99 50 level level NOUN fbem-13973 99 51 . . PUNCT fbem-13973 100 1 additionally additionally ADV fbem-13973 100 2 , , PUNCT fbem-13973 100 3 the the DET fbem-13973 100 4 interaction interaction NOUN fbem-13973 100 5 effect effect NOUN fbem-13973 100 6 is be AUX fbem-13973 100 7 negative negative ADJ fbem-13973 100 8 , , PUNCT fbem-13973 100 9 suggesting suggest VERB fbem-13973 100 10 that that SCONJ fbem-13973 100 11 a a DET fbem-13973 100 12 parent parent NOUN fbem-13973 100 13 with with ADP fbem-13973 100 14 no no DET fbem-13973 100 15 outstanding outstanding ADJ fbem-13973 100 16 bills bill NOUN fbem-13973 100 17 would would AUX fbem-13973 100 18 be be AUX fbem-13973 100 19 less less ADV fbem-13973 100 20 likely likely ADJ fbem-13973 100 21 to to PART fbem-13973 100 22 be be AUX fbem-13973 100 23 satisfied satisfied ADJ fbem-13973 100 24 than than ADP fbem-13973 100 25 a a DET fbem-13973 100 26 parent parent NOUN fbem-13973 100 27 with with ADP fbem-13973 100 28 outstanding outstanding ADJ fbem-13973 100 29 bills bill NOUN fbem-13973 100 30 – – PUNCT fbem-13973 100 31 this this PRON fbem-13973 100 32 seems seem VERB fbem-13973 100 33 inconsistent inconsistent ADJ fbem-13973 100 34 as as SCONJ fbem-13973 100 35 debt debt NOUN fbem-13973 100 36 should should AUX fbem-13973 100 37 not not PART fbem-13973 100 38 provide provide VERB fbem-13973 100 39 satisfaction satisfaction NOUN fbem-13973 100 40 , , PUNCT fbem-13973 100 41 but but CCONJ fbem-13973 100 42 it it PRON fbem-13973 100 43 is be AUX fbem-13973 100 44 possible possible ADJ fbem-13973 100 45 there there PRON fbem-13973 100 46 are be VERB fbem-13973 100 47 unobserved unobserved ADJ fbem-13973 100 48 exogenous exogenous ADJ fbem-13973 100 49 factors factor NOUN fbem-13973 100 50 biasing bias VERB fbem-13973 100 51 this this DET fbem-13973 100 52 estimate estimate NOUN fbem-13973 100 53 , , PUNCT fbem-13973 100 54 such such ADJ fbem-13973 100 55 as as ADP fbem-13973 100 56 expenditure expenditure NOUN fbem-13973 100 57 on on ADP fbem-13973 100 58 consumption consumption NOUN fbem-13973 100 59 goods good NOUN fbem-13973 100 60 instead instead ADV fbem-13973 100 61 of of ADP fbem-13973 100 62 bills bill NOUN fbem-13973 100 63 . . PUNCT fbem-13973 101 1 furthermore furthermore ADV fbem-13973 101 2 , , PUNCT fbem-13973 101 3 table table NOUN fbem-13973 101 4 5 5 NUM fbem-13973 101 5 represents represent VERB fbem-13973 101 6 the the DET fbem-13973 101 7 me i PRON fbem-13973 101 8 of of ADP fbem-13973 101 9 having have VERB fbem-13973 101 10 children child NOUN fbem-13973 101 11 for for ADP fbem-13973 101 12 parents parent NOUN fbem-13973 101 13 in in ADP fbem-13973 101 14 a a DET fbem-13973 101 15 relationship relationship NOUN fbem-13973 101 16 compared compare VERB fbem-13973 101 17 to to ADP fbem-13973 101 18 those those PRON fbem-13973 101 19 who who PRON fbem-13973 101 20 are be AUX fbem-13973 101 21 single single ADJ fbem-13973 101 22 . . PUNCT fbem-13973 102 1 the the DET fbem-13973 102 2 results result NOUN fbem-13973 102 3 contradict contradict VERB fbem-13973 102 4 the the DET fbem-13973 102 5 findings finding NOUN fbem-13973 102 6 of of ADP fbem-13973 102 7 blanchflower blanchflower NOUN fbem-13973 102 8 and and CCONJ fbem-13973 102 9 clark clark PROPN fbem-13973 102 10 ( ( PUNCT fbem-13973 102 11 2020 2020 NUM fbem-13973 102 12 ) ) PUNCT fbem-13973 102 13 , , PUNCT fbem-13973 102 14 predicting predict VERB fbem-13973 102 15 that that SCONJ fbem-13973 102 16 parents parent NOUN fbem-13973 102 17 in in ADP fbem-13973 102 18 a a DET fbem-13973 102 19 relationship relationship NOUN fbem-13973 102 20 are be AUX fbem-13973 102 21 less less ADV fbem-13973 102 22 likely likely ADJ fbem-13973 102 23 to to PART fbem-13973 102 24 report report VERB fbem-13973 102 25 being be AUX fbem-13973 102 26 satisfied satisfied ADJ fbem-13973 102 27 than than ADP fbem-13973 102 28 single single ADJ fbem-13973 102 29 parents parent NOUN fbem-13973 102 30 , , PUNCT fbem-13973 102 31 with with ADP fbem-13973 102 32 the the DET fbem-13973 102 33 difference difference NOUN fbem-13973 102 34 equating equate VERB fbem-13973 102 35 to to ADP fbem-13973 102 36 5.08 5.08 NUM fbem-13973 102 37 pp pp NOUN fbem-13973 102 38 . . PUNCT fbem-13973 103 1 table table NOUN fbem-13973 103 2 3 3 NUM fbem-13973 103 3 . . PUNCT fbem-13973 104 1 ols ol NOUN fbem-13973 104 2 and and CCONJ fbem-13973 104 3 probit probit NOUN fbem-13973 104 4 regressions regression NOUN fbem-13973 104 5 with with ADP fbem-13973 104 6 minority minority NOUN fbem-13973 104 7 and and CCONJ fbem-13973 104 8 goodsleep goodsleep VERB fbem-13973 104 9 parameters parameter NOUN fbem-13973 104 10 on on ADP fbem-13973 104 11 the the DET fbem-13973 104 12 dependent dependent ADJ fbem-13973 104 13 variable variable NOUN fbem-13973 104 14 of of ADP fbem-13973 104 15 β€œ " PUNCT fbem-13973 104 16 satisfied satisfied ADJ fbem-13973 104 17 ” " PUNCT fbem-13973 104 18 ols ol NOUN fbem-13973 104 19 probit probit VERB fbem-13973 104 20 1.elder 1.elder NUM fbem-13973 104 21 0.174 0.174 NUM fbem-13973 104 22 * * PUNCT fbem-13973 104 23 * * PUNCT fbem-13973 104 24 * * PUNCT fbem-13973 104 25 0.176 0.176 NUM fbem-13973 104 26 * * PUNCT fbem-13973 104 27 * * PUNCT fbem-13973 104 28 * * PUNCT fbem-13973 104 29 ( ( PUNCT fbem-13973 104 30 0.00903 0.00903 NUM fbem-13973 104 31 ) ) PUNCT fbem-13973 104 32 ( ( PUNCT fbem-13973 104 33 0.00856 0.00856 NUM fbem-13973 104 34 ) ) PUNCT fbem-13973 104 35 1.middleaged 1.middleaged NUM fbem-13973 104 36 -0.0163 -0.0163 NOUN fbem-13973 104 37 * * PUNCT fbem-13973 104 38 * * PUNCT fbem-13973 104 39 -0.0170 -0.0170 PUNCT fbem-13973 104 40 * * PUNCT fbem-13973 105 1 * * PUNCT fbem-13973 105 2 ( ( PUNCT fbem-13973 105 3 0.00759 0.00759 NUM fbem-13973 105 4 ) ) PUNCT fbem-13973 105 5 ( ( PUNCT fbem-13973 105 6 0.00753 0.00753 NUM fbem-13973 105 7 ) ) PUNCT fbem-13973 105 8 1.kids 1.kids NUM fbem-13973 105 9 -0.0261 -0.0261 NOUN fbem-13973 105 10 * * NOUN fbem-13973 105 11 * * PUNCT fbem-13973 105 12 * * NOUN fbem-13973 105 13 -0.0252 -0.0252 ADJ fbem-13973 105 14 * * PUNCT fbem-13973 105 15 * * PUNCT fbem-13973 105 16 * * PUNCT fbem-13973 105 17 ( ( PUNCT fbem-13973 105 18 0.00697 0.00697 NUM fbem-13973 105 19 ) ) PUNCT fbem-13973 105 20 ( ( PUNCT fbem-13973 105 21 0.00690 0.00690 NUM fbem-13973 105 22 ) ) PUNCT fbem-13973 105 23 1.incouple 1.incouple NUM fbem-13973 105 24 0.0735 0.0735 NUM fbem-13973 105 25 * * PUNCT fbem-13973 105 26 * * PUNCT fbem-13973 105 27 * * PUNCT fbem-13973 105 28 0.0723 0.0723 PUNCT fbem-13973 105 29 * * PUNCT fbem-13973 105 30 * * PUNCT fbem-13973 105 31 * * PUNCT fbem-13973 105 32 ( ( PUNCT fbem-13973 105 33 0.00810 0.00810 NUM fbem-13973 105 34 ) ) PUNCT fbem-13973 105 35 ( ( PUNCT fbem-13973 105 36 0.00814 0.00814 NUM fbem-13973 105 37 ) ) PUNCT fbem-13973 105 38 1.separated 1.separated NUM fbem-13973 105 39 0.0232 0.0232 NUM fbem-13973 105 40 * * PUNCT fbem-13973 105 41 * * PROPN fbem-13973 105 42 0.0195 0.0195 NUM fbem-13973 105 43 * * SYM fbem-13973 105 44 ( ( PUNCT fbem-13973 105 45 0.0109 0.0109 NUM fbem-13973 105 46 ) ) PUNCT fbem-13973 105 47 ( ( PUNCT fbem-13973 105 48 0.0108 0.0108 NUM fbem-13973 105 49 ) ) PUNCT fbem-13973 105 50 1.degree 1.degree NUM fbem-13973 105 51 0.0185 0.0185 NUM fbem-13973 105 52 * * PUNCT fbem-13973 105 53 * * PUNCT fbem-13973 105 54 * * PUNCT fbem-13973 105 55 0.0190 0.0190 NUM fbem-13973 105 56 * * PUNCT fbem-13973 105 57 * * PUNCT fbem-13973 105 58 * * PUNCT fbem-13973 105 59 ( ( PUNCT fbem-13973 105 60 0.00576 0.00576 NUM fbem-13973 105 61 ) ) PUNCT fbem-13973 105 62 ( ( PUNCT fbem-13973 105 63 0.00575 0.00575 NUM fbem-13973 105 64 ) ) PUNCT fbem-13973 105 65 lincome lincome NOUN fbem-13973 105 66 0.0346 0.0346 NUM fbem-13973 105 67 * * PUNCT fbem-13973 105 68 * * PUNCT fbem-13973 105 69 * * PUNCT fbem-13973 105 70 0.0342 0.0342 NUM fbem-13973 105 71 * * PUNCT fbem-13973 105 72 * * PUNCT fbem-13973 105 73 * * PUNCT fbem-13973 105 74 ( ( PUNCT fbem-13973 105 75 0.00402 0.00402 NUM fbem-13973 105 76 ) ) PUNCT fbem-13973 105 77 ( ( PUNCT fbem-13973 105 78 0.00398 0.00398 NUM fbem-13973 105 79 ) ) PUNCT fbem-13973 105 80 1.goodhealth 1.goodhealth NUM fbem-13973 105 81 0.355 0.355 NUM fbem-13973 105 82 * * PUNCT fbem-13973 105 83 * * PUNCT fbem-13973 105 84 * * PUNCT fbem-13973 105 85 0.357 0.357 NUM fbem-13973 105 86 * * PUNCT fbem-13973 105 87 * * PUNCT fbem-13973 105 88 * * PUNCT fbem-13973 105 89 ( ( PUNCT fbem-13973 105 90 0.00703 0.00703 NUM fbem-13973 105 91 ) ) PUNCT fbem-13973 105 92 ( ( PUNCT fbem-13973 105 93 0.00671 0.00671 NUM fbem-13973 105 94 ) ) PUNCT fbem-13973 105 95 1.minority 1.minority NUM fbem-13973 105 96 -0.0724 -0.0724 NOUN fbem-13973 105 97 * * PUNCT fbem-13973 105 98 * * PUNCT fbem-13973 105 99 * * PUNCT fbem-13973 105 100 -0.0704 -0.0704 NOUN fbem-13973 105 101 * * PUNCT fbem-13973 105 102 * * PUNCT fbem-13973 105 103 * * PUNCT fbem-13973 105 104 ( ( PUNCT fbem-13973 105 105 0.00796 0.00796 NUM fbem-13973 105 106 ) ) PUNCT fbem-13973 105 107 ( ( PUNCT fbem-13973 105 108 0.00799 0.00799 NUM fbem-13973 105 109 ) ) PUNCT fbem-13973 105 110 1.goodsleep 1.goodsleep NUM fbem-13973 105 111 0.102 0.102 NUM fbem-13973 105 112 * * PUNCT fbem-13973 105 113 * * PUNCT fbem-13973 105 114 * * PUNCT fbem-13973 105 115 0.102 0.102 NUM fbem-13973 105 116 * * PUNCT fbem-13973 105 117 * * PUNCT fbem-13973 105 118 * * PUNCT fbem-13973 105 119 ( ( PUNCT fbem-13973 105 120 0.00565 0.00565 NUM fbem-13973 105 121 ) ) PUNCT fbem-13973 105 122 ( ( PUNCT fbem-13973 105 123 0.00571 0.00571 NUM fbem-13973 105 124 ) ) PUNCT fbem-13973 105 125 1.female 1.female NUM fbem-13973 106 1 0.00978 0.00978 NUM fbem-13973 106 2 * * NOUN fbem-13973 106 3 0.00935 0.00935 NUM fbem-13973 106 4 * * PUNCT fbem-13973 106 5 ( ( PUNCT fbem-13973 106 6 0.00558 0.00558 NUM fbem-13973 106 7 ) ) PUNCT fbem-13973 106 8 ( ( PUNCT fbem-13973 106 9 0.00557 0.00557 NUM fbem-13973 106 10 ) ) PUNCT fbem-13973 107 1 _ _ NOUN fbem-13973 107 2 cons con NOUN fbem-13973 107 3 -0.162 -0.162 NOUN fbem-13973 107 4 * * PUNCT fbem-13973 107 5 * * PUNCT fbem-13973 107 6 * * PUNCT fbem-13973 107 7 ( ( PUNCT fbem-13973 107 8 0.0332 0.0332 NUM fbem-13973 107 9 ) ) PUNCT fbem-13973 107 10 n n PRON fbem-13973 107 11 28222 28222 NUM fbem-13973 107 12 28222 28222 NUM fbem-13973 107 13 r2 r2 NOUN fbem-13973 107 14 0.143 0.143 NUM fbem-13973 107 15 standard standard ADJ fbem-13973 107 16 errors error NOUN fbem-13973 107 17 in in ADP fbem-13973 107 18 parentheses parenthesis NOUN fbem-13973 107 19 * * PUNCT fbem-13973 107 20 p<0.1 p<0.1 NUM fbem-13973 107 21 , , PUNCT fbem-13973 107 22 * * PUNCT fbem-13973 107 23 * * PUNCT fbem-13973 107 24 p<0.05 p<0.05 NOUN fbem-13973 107 25 , , PUNCT fbem-13973 107 26 * * PUNCT fbem-13973 107 27 * * PUNCT fbem-13973 107 28 * * PUNCT fbem-13973 107 29 p<0.01 p<0.01 PRON fbem-13973 107 30 127 127 NUM fbem-13973 107 31 table table NOUN fbem-13973 107 32 4 4 NUM fbem-13973 107 33 . . PUNCT fbem-13973 107 34 probit probit NOUN fbem-13973 107 35 marginal marginal ADJ fbem-13973 107 36 effects effect NOUN fbem-13973 107 37 for for ADP fbem-13973 107 38 kids kid NOUN fbem-13973 107 39 and and CCONJ fbem-13973 107 40 bills bill NOUN fbem-13973 107 41 satisfied satisfy VERB fbem-13973 107 42 age age NOUN fbem-13973 107 43 0.00431 0.00431 NUM fbem-13973 107 44 * * PUNCT fbem-13973 107 45 * * PUNCT fbem-13973 107 46 * * PUNCT fbem-13973 107 47 ( ( PUNCT fbem-13973 107 48 0.000208 0.000208 NUM fbem-13973 107 49 ) ) PUNCT fbem-13973 107 50 has have VERB fbem-13973 107 51 children child NOUN fbem-13973 107 52 0.0371 0.0371 NUM fbem-13973 107 53 ( ( PUNCT fbem-13973 107 54 0.0260 0.0260 NUM fbem-13973 107 55 ) ) PUNCT fbem-13973 107 56 in in ADP fbem-13973 107 57 relationship relationship NOUN fbem-13973 107 58 0.0270 0.0270 NUM fbem-13973 108 1 * * PUNCT fbem-13973 108 2 * * PUNCT fbem-13973 108 3 * * PUNCT fbem-13973 108 4 ( ( PUNCT fbem-13973 108 5 0.00845 0.00845 NUM fbem-13973 108 6 ) ) PUNCT fbem-13973 108 7 no no ADV fbem-13973 108 8 longer long ADV fbem-13973 108 9 in in ADP fbem-13973 108 10 relationship relationship NOUN fbem-13973 108 11 -0.0243 -0.0243 PUNCT fbem-13973 109 1 * * PUNCT fbem-13973 109 2 * * PUNCT fbem-13973 109 3 ( ( PUNCT fbem-13973 109 4 0.0115 0.0115 NUM fbem-13973 109 5 ) ) PUNCT fbem-13973 109 6 up up ADP fbem-13973 109 7 to to ADP fbem-13973 109 8 date date NOUN fbem-13973 109 9 with with ADP fbem-13973 109 10 all all DET fbem-13973 109 11 bills bill NOUN fbem-13973 109 12 0.212 0.212 NOUN fbem-13973 109 13 * * PUNCT fbem-13973 109 14 * * PUNCT fbem-13973 109 15 * * PUNCT fbem-13973 109 16 ( ( PUNCT fbem-13973 109 17 0.0188 0.0188 NUM fbem-13973 109 18 ) ) PUNCT fbem-13973 109 19 has have VERB fbem-13973 109 20 kids kid NOUN fbem-13973 109 21 and and CCONJ fbem-13973 109 22 bills bill NOUN fbem-13973 109 23 paid pay VERB fbem-13973 109 24 -0.0737 -0.0737 NOUN fbem-13973 109 25 * * PUNCT fbem-13973 109 26 * * PUNCT fbem-13973 109 27 * * PUNCT fbem-13973 109 28 ( ( PUNCT fbem-13973 109 29 0.0272 0.0272 NUM fbem-13973 109 30 ) ) PUNCT fbem-13973 109 31 log log NOUN fbem-13973 109 32 of of ADP fbem-13973 109 33 monthly monthly ADJ fbem-13973 109 34 income income NOUN fbem-13973 109 35 0.0281 0.0281 NUM fbem-13973 109 36 * * PUNCT fbem-13973 109 37 * * PUNCT fbem-13973 109 38 * * PUNCT fbem-13973 109 39 ( ( PUNCT fbem-13973 109 40 0.00397 0.00397 NUM fbem-13973 109 41 ) ) PUNCT fbem-13973 109 42 in in ADP fbem-13973 109 43 good good ADJ fbem-13973 109 44 health health NOUN fbem-13973 109 45 0.356 0.356 NUM fbem-13973 109 46 * * PUNCT fbem-13973 109 47 * * PUNCT fbem-13973 109 48 * * PUNCT fbem-13973 109 49 ( ( PUNCT fbem-13973 109 50 0.00677 0.00677 NUM fbem-13973 109 51 ) ) PUNCT fbem-13973 109 52 individual individual NOUN fbem-13973 109 53 has have AUX fbem-13973 109 54 recommended recommend VERB fbem-13973 109 55 amount amount NOUN fbem-13973 109 56 of of ADP fbem-13973 109 57 sleep sleep NOUN fbem-13973 109 58 per per ADP fbem-13973 109 59 night night NOUN fbem-13973 109 60 0.108 0.108 NUM fbem-13973 109 61 * * PUNCT fbem-13973 110 1 * * PUNCT fbem-13973 110 2 * * PUNCT fbem-13973 110 3 ( ( PUNCT fbem-13973 110 4 0.00572 0.00572 NUM fbem-13973 110 5 ) ) PUNCT fbem-13973 110 6 is be AUX fbem-13973 110 7 female female ADJ fbem-13973 110 8 0.00972 0.00972 NUM fbem-13973 110 9 * * PUNCT fbem-13973 110 10 ( ( PUNCT fbem-13973 110 11 0.00558 0.00558 NUM fbem-13973 110 12 ) ) PUNCT fbem-13973 110 13 observations observation NOUN fbem-13973 110 14 28222 28222 NUM fbem-13973 110 15 standard standard ADJ fbem-13973 110 16 errors error NOUN fbem-13973 110 17 in in ADP fbem-13973 110 18 parentheses parenthesis NOUN fbem-13973 110 19 * * PUNCT fbem-13973 110 20 p<0.1 p<0.1 NUM fbem-13973 110 21 , , PUNCT fbem-13973 110 22 * * PUNCT fbem-13973 110 23 * * PUNCT fbem-13973 110 24 p<0.05 p<0.05 NOUN fbem-13973 110 25 , , PUNCT fbem-13973 110 26 * * PUNCT fbem-13973 110 27 * * PUNCT fbem-13973 110 28 * * PUNCT fbem-13973 110 29 p<0.01 p<0.01 PRON fbem-13973 110 30 table table NOUN fbem-13973 110 31 5 5 NUM fbem-13973 110 32 . . PUNCT fbem-13973 110 33 marginal marginal ADJ fbem-13973 110 34 effect effect NOUN fbem-13973 110 35 of of ADP fbem-13973 110 36 kids kid NOUN fbem-13973 110 37 on on ADP fbem-13973 110 38 satisfaction satisfaction NOUN fbem-13973 110 39 for for ADP fbem-13973 110 40 couples couple NOUN fbem-13973 110 41 against against ADP fbem-13973 110 42 non non NOUN fbem-13973 110 43 - - NOUN fbem-13973 110 44 couples couple NOUN fbem-13973 110 45 , , PUNCT fbem-13973 110 46 with with ADP fbem-13973 110 47 difference difference NOUN fbem-13973 110 48 listed list VERB fbem-13973 110 49 below below ADP fbem-13973 110 50 satisfied satisfied ADJ fbem-13973 110 51 1.kids 1.kids NUM fbem-13973 110 52 0.incouple 0.incouple NUM fbem-13973 110 53 -0.00890 -0.00890 NOUN fbem-13973 110 54 ( ( PUNCT fbem-13973 110 55 -0.73 -0.73 X fbem-13973 110 56 ) ) PUNCT fbem-13973 110 57 1.incouple 1.incouple NUM fbem-13973 110 58 -0.0597 -0.0597 X fbem-13973 110 59 * * PUNCT fbem-13973 111 1 * * PUNCT fbem-13973 111 2 * * PUNCT fbem-13973 111 3 ( ( PUNCT fbem-13973 111 4 -7.61 -7.61 NOUN fbem-13973 111 5 ) ) PUNCT fbem-13973 111 6 n n DET fbem-13973 111 7 28222 28222 NUM fbem-13973 111 8 z z NOUN fbem-13973 111 9 statistics statistic NOUN fbem-13973 111 10 in in ADP fbem-13973 111 11 parentheses parenthesis NOUN fbem-13973 111 12 * * PUNCT fbem-13973 111 13 p<0.1 p<0.1 NUM fbem-13973 111 14 , , PUNCT fbem-13973 111 15 * * PUNCT fbem-13973 111 16 * * PUNCT fbem-13973 111 17 p<0.05 p<0.05 NOUN fbem-13973 111 18 , , PUNCT fbem-13973 111 19 * * PUNCT fbem-13973 111 20 * * PUNCT fbem-13973 111 21 * * AUX fbem-13973 111 22 p<0.01 p<0.01 ADJ fbem-13973 111 23 binary binary ADJ fbem-13973 111 24 dependent dependent ADJ fbem-13973 111 25 variable variable ADJ fbem-13973 111 26 models model NOUN fbem-13973 111 27 are be AUX fbem-13973 111 28 useful useful ADJ fbem-13973 111 29 for for ADP fbem-13973 111 30 demonstrating demonstrate VERB fbem-13973 111 31 the the DET fbem-13973 111 32 overall overall ADJ fbem-13973 111 33 effect effect NOUN fbem-13973 111 34 that that SCONJ fbem-13973 111 35 a a DET fbem-13973 111 36 parameter parameter NOUN fbem-13973 111 37 will will AUX fbem-13973 111 38 have have VERB fbem-13973 111 39 , , PUNCT fbem-13973 111 40 but but CCONJ fbem-13973 111 41 sometimes sometimes ADV fbem-13973 111 42 it it PRON fbem-13973 111 43 is be AUX fbem-13973 111 44 useful useful ADJ fbem-13973 111 45 to to PART fbem-13973 111 46 analyse analyse VERB fbem-13973 111 47 the the DET fbem-13973 111 48 effects effect NOUN fbem-13973 111 49 observed observe VERB fbem-13973 111 50 for for ADP fbem-13973 111 51 specific specific ADJ fbem-13973 111 52 demographics demographic NOUN fbem-13973 111 53 . . PUNCT fbem-13973 112 1 in in ADP fbem-13973 112 2 this this DET fbem-13973 112 3 instance instance NOUN fbem-13973 112 4 , , PUNCT fbem-13973 112 5 the the DET fbem-13973 112 6 use use NOUN fbem-13973 112 7 of of ADP fbem-13973 112 8 ordered order VERB fbem-13973 112 9 outcome outcome NOUN fbem-13973 112 10 variables variable NOUN fbem-13973 112 11 is be AUX fbem-13973 112 12 necessary necessary ADJ fbem-13973 112 13 . . PUNCT fbem-13973 113 1 for for ADP fbem-13973 113 2 life life NOUN fbem-13973 113 3 satisfaction satisfaction NOUN fbem-13973 113 4 there there PRON fbem-13973 113 5 are be VERB fbem-13973 113 6 seven seven NUM fbem-13973 113 7 possible possible ADJ fbem-13973 113 8 response response NOUN fbem-13973 113 9 categories category NOUN fbem-13973 113 10 , , PUNCT fbem-13973 113 11 ranking rank VERB fbem-13973 113 12 from from ADP fbem-13973 113 13 the the DET fbem-13973 113 14 lowest low ADJ fbem-13973 113 15 response response NOUN fbem-13973 113 16 ( ( PUNCT fbem-13973 113 17 1 1 X fbem-13973 113 18 ) ) PUNCT fbem-13973 113 19 being be AUX fbem-13973 113 20 completely completely ADV fbem-13973 113 21 dissatisfied dissatisfied ADJ fbem-13973 113 22 to to ADP fbem-13973 113 23 the the DET fbem-13973 113 24 highest high ADJ fbem-13973 113 25 ( ( PUNCT fbem-13973 113 26 7 7 X fbem-13973 113 27 ) ) PUNCT fbem-13973 113 28 being be AUX fbem-13973 113 29 completely completely ADV fbem-13973 113 30 satisfied satisfied ADJ fbem-13973 113 31 . . PUNCT fbem-13973 114 1 thus thus ADV fbem-13973 114 2 far far ADV fbem-13973 114 3 we we PRON fbem-13973 114 4 have have AUX fbem-13973 114 5 considered consider VERB fbem-13973 114 6 β€œ " PUNCT fbem-13973 114 7 satisfaction satisfaction NOUN fbem-13973 114 8 ” " PUNCT fbem-13973 114 9 as as ADP fbem-13973 114 10 responding respond VERB fbem-13973 114 11 with with ADP fbem-13973 114 12 a a DET fbem-13973 114 13 score score NOUN fbem-13973 114 14 of of ADP fbem-13973 114 15 six six NUM fbem-13973 114 16 or or CCONJ fbem-13973 114 17 seven seven NUM fbem-13973 114 18 , , PUNCT fbem-13973 114 19 but but CCONJ fbem-13973 114 20 now now ADV fbem-13973 114 21 we we PRON fbem-13973 114 22 may may AUX fbem-13973 114 23 examine examine VERB fbem-13973 114 24 the the DET fbem-13973 114 25 categories category NOUN fbem-13973 114 26 in in ADP fbem-13973 114 27 more more ADJ fbem-13973 114 28 detail detail NOUN fbem-13973 114 29 . . PUNCT fbem-13973 115 1 table table NOUN fbem-13973 115 2 6 6 NUM fbem-13973 115 3 shows show VERB fbem-13973 115 4 the the DET fbem-13973 115 5 me i PRON fbem-13973 115 6 of of ADP fbem-13973 115 7 being be AUX fbem-13973 115 8 in in ADP fbem-13973 115 9 good good ADJ fbem-13973 115 10 health health NOUN fbem-13973 115 11 on on ADP fbem-13973 115 12 the the DET fbem-13973 115 13 probability probability NOUN fbem-13973 115 14 of of ADP fbem-13973 115 15 responding respond VERB fbem-13973 115 16 within within ADP fbem-13973 115 17 a a DET fbem-13973 115 18 certain certain ADJ fbem-13973 115 19 satisfaction satisfaction NOUN fbem-13973 115 20 category category NOUN fbem-13973 115 21 . . PUNCT fbem-13973 116 1 an an DET fbem-13973 116 2 individual individual NOUN fbem-13973 116 3 in in ADP fbem-13973 116 4 good good ADJ fbem-13973 116 5 health health NOUN fbem-13973 116 6 is be AUX fbem-13973 116 7 5.22 5.22 NUM fbem-13973 116 8 pp pp ADP fbem-13973 116 9 less less ADV fbem-13973 116 10 likely likely ADJ fbem-13973 116 11 to to PART fbem-13973 116 12 respond respond VERB fbem-13973 116 13 being be AUX fbem-13973 116 14 β€œ " PUNCT fbem-13973 116 15 completely completely ADV fbem-13973 116 16 dissatisfied dissatisfied ADJ fbem-13973 116 17 ” " PUNCT fbem-13973 116 18 with with ADP fbem-13973 116 19 life life NOUN fbem-13973 116 20 than than ADP fbem-13973 116 21 someone someone PRON fbem-13973 116 22 not not PART fbem-13973 116 23 in in ADP fbem-13973 116 24 good good ADJ fbem-13973 116 25 health health NOUN fbem-13973 116 26 , , PUNCT fbem-13973 116 27 whereas whereas SCONJ fbem-13973 116 28 they they PRON fbem-13973 116 29 would would AUX fbem-13973 116 30 be be AUX fbem-13973 116 31 21.9 21.9 NUM fbem-13973 116 32 pp pp CCONJ fbem-13973 116 33 more more ADV fbem-13973 116 34 likely likely ADJ fbem-13973 116 35 to to PART fbem-13973 116 36 report report VERB fbem-13973 116 37 being be AUX fbem-13973 116 38 β€œ " PUNCT fbem-13973 116 39 mostly mostly ADV fbem-13973 116 40 satisfied satisfied ADJ fbem-13973 116 41 ” " PUNCT fbem-13973 116 42 with with ADP fbem-13973 116 43 life life NOUN fbem-13973 116 44 . . PUNCT fbem-13973 117 1 the the DET fbem-13973 117 2 results result NOUN fbem-13973 117 3 from from ADP fbem-13973 117 4 table table NOUN fbem-13973 117 5 6 6 NUM fbem-13973 117 6 were be AUX fbem-13973 117 7 from from ADP fbem-13973 117 8 an an DET fbem-13973 117 9 ordered order VERB fbem-13973 117 10 outcome outcome NOUN fbem-13973 117 11 variable variable ADJ fbem-13973 117 12 regression regression NOUN fbem-13973 117 13 with with ADP fbem-13973 117 14 several several ADJ fbem-13973 117 15 other other ADJ fbem-13973 117 16 parameters parameter NOUN fbem-13973 117 17 included include VERB fbem-13973 117 18 , , PUNCT fbem-13973 117 19 which which PRON fbem-13973 117 20 can can AUX fbem-13973 117 21 be be AUX fbem-13973 117 22 found find VERB fbem-13973 117 23 in in ADP fbem-13973 117 24 table table NOUN fbem-13973 117 25 7 7 NUM fbem-13973 117 26 . . PUNCT fbem-13973 118 1 although although SCONJ fbem-13973 118 2 it it PRON fbem-13973 118 3 is be AUX fbem-13973 118 4 possible possible ADJ fbem-13973 118 5 to to PART fbem-13973 118 6 compute compute VERB fbem-13973 118 7 every every DET fbem-13973 118 8 response response NOUN fbem-13973 118 9 category category NOUN fbem-13973 118 10 simultaneously simultaneously ADV fbem-13973 118 11 for for ADP fbem-13973 118 12 each each DET fbem-13973 118 13 variable variable NOUN fbem-13973 118 14 , , PUNCT fbem-13973 118 15 this this PRON fbem-13973 118 16 makes make VERB fbem-13973 118 17 the the DET fbem-13973 118 18 table table NOUN fbem-13973 118 19 relatively relatively ADV fbem-13973 118 20 difficult difficult ADJ fbem-13973 118 21 to to PART fbem-13973 118 22 interpret interpret VERB fbem-13973 118 23 . . PUNCT fbem-13973 119 1 thus thus ADV fbem-13973 119 2 , , PUNCT fbem-13973 119 3 we we PRON fbem-13973 119 4 select select VERB fbem-13973 119 5 three three NUM fbem-13973 119 6 categories category NOUN fbem-13973 119 7 in in ADP fbem-13973 119 8 particular particular ADJ fbem-13973 119 9 : : PUNCT fbem-13973 119 10 β€œ " PUNCT fbem-13973 119 11 completely completely ADV fbem-13973 119 12 dissatisfied dissatisfied ADJ fbem-13973 119 13 ” " PUNCT fbem-13973 119 14 , , PUNCT fbem-13973 119 15 β€œ " PUNCT fbem-13973 119 16 neither neither CCONJ fbem-13973 119 17 satisfied satisfied ADJ fbem-13973 119 18 nor nor CCONJ fbem-13973 119 19 dissatisfied dissatisfied ADJ fbem-13973 119 20 ” " PUNCT fbem-13973 119 21 , , PUNCT fbem-13973 119 22 and and CCONJ fbem-13973 119 23 β€œ " PUNCT fbem-13973 119 24 completely completely ADV fbem-13973 119 25 satisfied satisfied ADJ fbem-13973 119 26 ” " PUNCT fbem-13973 119 27 , , PUNCT fbem-13973 119 28 to to PART fbem-13973 119 29 provide provide VERB fbem-13973 119 30 interpretations interpretation NOUN fbem-13973 119 31 for for ADP fbem-13973 119 32 the the DET fbem-13973 119 33 most most ADV fbem-13973 119 34 extreme extreme ADJ fbem-13973 119 35 and and CCONJ fbem-13973 119 36 midpoint midpoint NOUN fbem-13973 119 37 responses response NOUN fbem-13973 119 38 . . PUNCT fbem-13973 120 1 128 128 NUM fbem-13973 120 2 table table NOUN fbem-13973 120 3 6 6 NUM fbem-13973 120 4 . . PUNCT fbem-13973 120 5 ordered order VERB fbem-13973 120 6 probit probit NOUN fbem-13973 120 7 for for ADP fbem-13973 120 8 good good ADJ fbem-13973 120 9 health health NOUN fbem-13973 120 10 on on ADP fbem-13973 120 11 life life NOUN fbem-13973 120 12 satisfaction satisfaction NOUN fbem-13973 120 13 life life NOUN fbem-13973 120 14 satisfaction satisfaction NOUN fbem-13973 120 15 response response NOUN fbem-13973 120 16 category category NOUN fbem-13973 120 17 individual individual NOUN fbem-13973 120 18 in in ADP fbem-13973 120 19 good good ADJ fbem-13973 120 20 health health NOUN fbem-13973 120 21 completely completely ADV fbem-13973 120 22 dissatisfied dissatisfied ADJ fbem-13973 120 23 -0.0522 -0.0522 NOUN fbem-13973 120 24 * * PUNCT fbem-13973 120 25 * * PUNCT fbem-13973 120 26 * * PUNCT fbem-13973 120 27 ( ( PUNCT fbem-13973 120 28 -23.73 -23.73 ADP fbem-13973 120 29 ) ) PUNCT fbem-13973 120 30 mostly mostly ADV fbem-13973 120 31 dissatisfied dissatisfied ADJ fbem-13973 120 32 -0.0743 -0.0743 NOUN fbem-13973 120 33 * * PUNCT fbem-13973 121 1 * * PUNCT fbem-13973 121 2 * * PUNCT fbem-13973 121 3 ( ( PUNCT fbem-13973 121 4 -30.03 -30.03 ADJ fbem-13973 121 5 ) ) PUNCT fbem-13973 121 6 somewhat somewhat ADV fbem-13973 121 7 dissatisfied dissatisfied ADJ fbem-13973 121 8 -0.0974 -0.0974 NOUN fbem-13973 121 9 * * PUNCT fbem-13973 121 10 * * PUNCT fbem-13973 121 11 * * PUNCT fbem-13973 121 12 ( ( PUNCT fbem-13973 121 13 -38.58 -38.58 NOUN fbem-13973 121 14 ) ) PUNCT fbem-13973 121 15 neither neither CCONJ fbem-13973 121 16 satisfied satisfied ADJ fbem-13973 121 17 nor nor CCONJ fbem-13973 121 18 dissatisfied dissatisfied ADJ fbem-13973 121 19 -0.0680 -0.0680 NOUN fbem-13973 121 20 * * PUNCT fbem-13973 121 21 * * PUNCT fbem-13973 121 22 * * PUNCT fbem-13973 121 23 ( ( PUNCT fbem-13973 121 24 -42.01 -42.01 ADJ fbem-13973 121 25 ) ) PUNCT fbem-13973 121 26 somewhat somewhat ADV fbem-13973 121 27 satisfied satisfied ADJ fbem-13973 121 28 -0.0289 -0.0289 NOUN fbem-13973 121 29 * * PUNCT fbem-13973 121 30 * * PUNCT fbem-13973 121 31 * * PUNCT fbem-13973 121 32 ( ( PUNCT fbem-13973 121 33 -23.86 -23.86 PROPN fbem-13973 121 34 ) ) PUNCT fbem-13973 121 35 mostly mostly ADV fbem-13973 121 36 satisfied satisfied ADJ fbem-13973 121 37 0.219 0.219 NUM fbem-13973 121 38 * * PUNCT fbem-13973 121 39 * * PUNCT fbem-13973 121 40 * * PUNCT fbem-13973 121 41 ( ( PUNCT fbem-13973 121 42 47.09 47.09 NUM fbem-13973 121 43 ) ) PUNCT fbem-13973 121 44 completely completely ADV fbem-13973 121 45 satisfied satisfied ADJ fbem-13973 121 46 0.102 0.102 NUM fbem-13973 121 47 * * PUNCT fbem-13973 121 48 * * PUNCT fbem-13973 121 49 * * PUNCT fbem-13973 121 50 ( ( PUNCT fbem-13973 121 51 52.96 52.96 NUM fbem-13973 121 52 ) ) PUNCT fbem-13973 121 53 observations observation NOUN fbem-13973 121 54 28222 28222 NUM fbem-13973 121 55 z z NOUN fbem-13973 121 56 statistics statistic NOUN fbem-13973 121 57 in in ADP fbem-13973 121 58 parentheses parenthesis NOUN fbem-13973 121 59 * * PUNCT fbem-13973 121 60 p<0.1 p<0.1 NUM fbem-13973 121 61 , , PUNCT fbem-13973 121 62 * * PUNCT fbem-13973 121 63 * * PUNCT fbem-13973 121 64 p<0.05 p<0.05 NOUN fbem-13973 121 65 , , PUNCT fbem-13973 121 66 * * PUNCT fbem-13973 121 67 * * PUNCT fbem-13973 121 68 * * PUNCT fbem-13973 121 69 p<0.01 p<0.01 ADJ fbem-13973 121 70 table table NOUN fbem-13973 121 71 7 7 NUM fbem-13973 121 72 . . PUNCT fbem-13973 121 73 ordered order VERB fbem-13973 121 74 probit probit NOUN fbem-13973 121 75 for for ADP fbem-13973 121 76 the the DET fbem-13973 121 77 lowest low ADJ fbem-13973 121 78 , , PUNCT fbem-13973 121 79 middle middle ADJ fbem-13973 121 80 , , PUNCT fbem-13973 121 81 and and CCONJ fbem-13973 121 82 highest high ADJ fbem-13973 121 83 response response NOUN fbem-13973 121 84 categories category NOUN fbem-13973 121 85 of of ADP fbem-13973 121 86 life life NOUN fbem-13973 121 87 satisfaction satisfaction NOUN fbem-13973 121 88 completely completely ADV fbem-13973 121 89 dissatisfied dissatisfy VERB fbem-13973 121 90 neither neither CCONJ fbem-13973 121 91 satisfied satisfied ADJ fbem-13973 121 92 nor nor CCONJ fbem-13973 121 93 dissatisfied dissatisfied ADJ fbem-13973 121 94 completely completely ADV fbem-13973 121 95 satisfied satisfied ADJ fbem-13973 121 96 aged aged ADJ fbem-13973 121 97 60 60 NUM fbem-13973 121 98 or or CCONJ fbem-13973 121 99 older old ADJ fbem-13973 121 100 -0.0164 -0.0164 NOUN fbem-13973 121 101 * * PUNCT fbem-13973 121 102 * * PUNCT fbem-13973 121 103 * * PUNCT fbem-13973 121 104 -0.0367 -0.0367 NOUN fbem-13973 121 105 * * PUNCT fbem-13973 121 106 * * PUNCT fbem-13973 121 107 * * PUNCT fbem-13973 121 108 0.0799 0.0799 NUM fbem-13973 122 1 * * PUNCT fbem-13973 123 1 * * PUNCT fbem-13973 123 2 * * PUNCT fbem-13973 123 3 ( ( PUNCT fbem-13973 123 4 -19.83 -19.83 PROPN fbem-13973 123 5 ) ) PUNCT fbem-13973 123 6 ( ( PUNCT fbem-13973 123 7 -23.85 -23.85 PROPN fbem-13973 123 8 ) ) PUNCT fbem-13973 123 9 ( ( PUNCT fbem-13973 123 10 22.64 22.64 NUM fbem-13973 123 11 ) ) PUNCT fbem-13973 123 12 aged aged ADJ fbem-13973 123 13 40 40 NUM fbem-13973 123 14 - - SYM fbem-13973 123 15 59 59 NUM fbem-13973 123 16 0.00224 0.00224 NUM fbem-13973 123 17 * * PUNCT fbem-13973 123 18 * * PUNCT fbem-13973 123 19 * * PUNCT fbem-13973 123 20 0.00438 0.00438 PUNCT fbem-13973 123 21 * * PUNCT fbem-13973 123 22 * * PUNCT fbem-13973 123 23 * * PUNCT fbem-13973 123 24 -0.00871 -0.00871 NOUN fbem-13973 124 1 * * PUNCT fbem-13973 124 2 * * PUNCT fbem-13973 124 3 * * PUNCT fbem-13973 124 4 ( ( PUNCT fbem-13973 124 5 3.15 3.15 NUM fbem-13973 124 6 ) ) PUNCT fbem-13973 124 7 ( ( PUNCT fbem-13973 124 8 3.19 3.19 NUM fbem-13973 124 9 ) ) PUNCT fbem-13973 124 10 ( ( PUNCT fbem-13973 124 11 -3.22 -3.22 X fbem-13973 124 12 ) ) PUNCT fbem-13973 124 13 in in ADP fbem-13973 124 14 relationship relationship NOUN fbem-13973 124 15 -0.00600 -0.00600 PROPN fbem-13973 124 16 * * PUNCT fbem-13973 125 1 * * PUNCT fbem-13973 125 2 * * PUNCT fbem-13973 125 3 -0.0116 -0.0116 PUNCT fbem-13973 125 4 * * PUNCT fbem-13973 126 1 * * PUNCT fbem-13973 126 2 * * PUNCT fbem-13973 126 3 0.0226 0.0226 PUNCT fbem-13973 126 4 * * PUNCT fbem-13973 126 5 * * PUNCT fbem-13973 126 6 * * PUNCT fbem-13973 126 7 ( ( PUNCT fbem-13973 126 8 -8.86 -8.86 ADJ fbem-13973 126 9 ) ) PUNCT fbem-13973 126 10 ( ( PUNCT fbem-13973 126 11 -9.37 -9.37 NOUN fbem-13973 126 12 ) ) PUNCT fbem-13973 126 13 ( ( PUNCT fbem-13973 126 14 9.68 9.68 NUM fbem-13973 126 15 ) ) PUNCT fbem-13973 126 16 has have VERB fbem-13973 126 17 a a DET fbem-13973 126 18 degree degree NOUN fbem-13973 126 19 0.000211 0.000211 NUM fbem-13973 126 20 0.000415 0.000415 NUM fbem-13973 126 21 -0.000836 -0.000836 NOUN fbem-13973 126 22 ( ( PUNCT fbem-13973 126 23 0.37 0.37 NUM fbem-13973 126 24 ) ) PUNCT fbem-13973 126 25 ( ( PUNCT fbem-13973 126 26 0.37 0.37 NUM fbem-13973 126 27 ) ) PUNCT fbem-13973 126 28 ( ( PUNCT fbem-13973 126 29 -0.37 -0.37 X fbem-13973 126 30 ) ) PUNCT fbem-13973 126 31 log log NOUN fbem-13973 126 32 of of ADP fbem-13973 126 33 monthly monthly ADJ fbem-13973 126 34 income income NOUN fbem-13973 126 35 -0.00313 -0.00313 NOUN fbem-13973 127 1 * * PUNCT fbem-13973 128 1 * * PUNCT fbem-13973 128 2 * * PUNCT fbem-13973 128 3 -0.00615 -0.00615 ADJ fbem-13973 128 4 * * PUNCT fbem-13973 128 5 * * PUNCT fbem-13973 128 6 * * PUNCT fbem-13973 128 7 0.0124 0.0124 NUM fbem-13973 128 8 * * PUNCT fbem-13973 128 9 * * PUNCT fbem-13973 128 10 * * PUNCT fbem-13973 128 11 ( ( PUNCT fbem-13973 128 12 -7.70 -7.70 NOUN fbem-13973 128 13 ) ) PUNCT fbem-13973 128 14 ( ( PUNCT fbem-13973 128 15 -7.92 -7.92 NOUN fbem-13973 128 16 ) ) PUNCT fbem-13973 128 17 ( ( PUNCT fbem-13973 128 18 7.94 7.94 NUM fbem-13973 128 19 ) ) PUNCT fbem-13973 128 20 in in ADP fbem-13973 128 21 good good ADJ fbem-13973 128 22 health health NOUN fbem-13973 128 23 -0.0522 -0.0522 NOUN fbem-13973 128 24 * * PUNCT fbem-13973 128 25 * * PUNCT fbem-13973 128 26 * * PUNCT fbem-13973 128 27 -0.0680 -0.0680 PROPN fbem-13973 128 28 * * PUNCT fbem-13973 128 29 * * PUNCT fbem-13973 128 30 * * PUNCT fbem-13973 128 31 0.102 0.102 NUM fbem-13973 128 32 * * PUNCT fbem-13973 128 33 * * PUNCT fbem-13973 128 34 * * PUNCT fbem-13973 128 35 ( ( PUNCT fbem-13973 128 36 -23.73 -23.73 PROPN fbem-13973 128 37 ) ) PUNCT fbem-13973 128 38 ( ( PUNCT fbem-13973 128 39 -42.01 -42.01 X fbem-13973 128 40 ) ) PUNCT fbem-13973 128 41 ( ( PUNCT fbem-13973 128 42 52.96 52.96 NUM fbem-13973 128 43 ) ) PUNCT fbem-13973 128 44 is be AUX fbem-13973 128 45 a a DET fbem-13973 128 46 minority minority NOUN fbem-13973 128 47 0.00484 0.00484 NUM fbem-13973 128 48 * * PUNCT fbem-13973 128 49 * * PUNCT fbem-13973 128 50 * * PUNCT fbem-13973 128 51 0.00889 0.00889 NUM fbem-13973 128 52 * * PUNCT fbem-13973 128 53 * * PUNCT fbem-13973 128 54 * * PUNCT fbem-13973 128 55 -0.0172 -0.0172 NOUN fbem-13973 128 56 * * PUNCT fbem-13973 128 57 * * PUNCT fbem-13973 128 58 * * PUNCT fbem-13973 128 59 ( ( PUNCT fbem-13973 128 60 5.46 5.46 NUM fbem-13973 128 61 ) ) PUNCT fbem-13973 128 62 ( ( PUNCT fbem-13973 128 63 5.93 5.93 NUM fbem-13973 128 64 ) ) PUNCT fbem-13973 128 65 ( ( PUNCT fbem-13973 128 66 -6.18 -6.18 NUM fbem-13973 128 67 ) ) PUNCT fbem-13973 128 68 is be AUX fbem-13973 128 69 female female ADJ fbem-13973 128 70 -0.00124 -0.00124 NOUN fbem-13973 129 1 * * PUNCT fbem-13973 129 2 * * PUNCT fbem-13973 130 1 -0.00243 -0.00243 PROPN fbem-13973 130 2 * * PUNCT fbem-13973 131 1 * * PUNCT fbem-13973 131 2 0.00488 0.00488 NUM fbem-13973 131 3 * * PUNCT fbem-13973 131 4 * * PUNCT fbem-13973 131 5 ( ( PUNCT fbem-13973 131 6 -2.25 -2.25 NOUN fbem-13973 131 7 ) ) PUNCT fbem-13973 131 8 ( ( PUNCT fbem-13973 131 9 -2.27 -2.27 NUM fbem-13973 131 10 ) ) PUNCT fbem-13973 131 11 ( ( PUNCT fbem-13973 131 12 2.27 2.27 NUM fbem-13973 131 13 ) ) PUNCT fbem-13973 131 14 individual individual NOUN fbem-13973 131 15 has have AUX fbem-13973 131 16 recommended recommend VERB fbem-13973 131 17 amount amount NOUN fbem-13973 131 18 of of ADP fbem-13973 131 19 sleep sleep NOUN fbem-13973 131 20 per per ADP fbem-13973 131 21 night night NOUN fbem-13973 131 22 -0.0106 -0.0106 PROPN fbem-13973 132 1 * * PUNCT fbem-13973 133 1 * * PUNCT fbem-13973 133 2 * * PUNCT fbem-13973 133 3 -0.0215 -0.0215 ADJ fbem-13973 133 4 * * PUNCT fbem-13973 133 5 * * PUNCT fbem-13973 133 6 * * PUNCT fbem-13973 133 7 0.0411 0.0411 NUM fbem-13973 133 8 * * PUNCT fbem-13973 133 9 * * PUNCT fbem-13973 133 10 * * PUNCT fbem-13973 133 11 ( ( PUNCT fbem-13973 133 12 -16.10 -16.10 PROPN fbem-13973 133 13 ) ) PUNCT fbem-13973 133 14 ( ( PUNCT fbem-13973 133 15 -18.11 -18.11 PROPN fbem-13973 133 16 ) ) PUNCT fbem-13973 133 17 ( ( PUNCT fbem-13973 133 18 19.36 19.36 NUM fbem-13973 133 19 ) ) PUNCT fbem-13973 133 20 observations observation NOUN fbem-13973 133 21 28222 28222 NUM fbem-13973 133 22 28222 28222 NUM fbem-13973 133 23 28222 28222 NUM fbem-13973 133 24 z z NOUN fbem-13973 133 25 statistics statistic NOUN fbem-13973 133 26 in in ADP fbem-13973 133 27 parentheses parenthesis NOUN fbem-13973 133 28 * * PUNCT fbem-13973 133 29 p<0.1 p<0.1 NUM fbem-13973 133 30 , , PUNCT fbem-13973 133 31 * * PUNCT fbem-13973 133 32 * * PUNCT fbem-13973 133 33 p<0.05 p<0.05 NOUN fbem-13973 133 34 , , PUNCT fbem-13973 133 35 * * PUNCT fbem-13973 133 36 * * PUNCT fbem-13973 133 37 * * PUNCT fbem-13973 133 38 p<0.01 p<0.01 ADJ fbem-13973 133 39 table table NOUN fbem-13973 133 40 7 7 NUM fbem-13973 133 41 provides provide VERB fbem-13973 133 42 more more ADV fbem-13973 133 43 detailed detailed ADJ fbem-13973 133 44 analysis analysis NOUN fbem-13973 133 45 of of ADP fbem-13973 133 46 previously previously ADV fbem-13973 133 47 explored explore VERB fbem-13973 133 48 parameters parameter NOUN fbem-13973 133 49 . . PUNCT fbem-13973 134 1 those those PRON fbem-13973 134 2 aged aged ADJ fbem-13973 134 3 60 60 NUM fbem-13973 134 4 or or CCONJ fbem-13973 134 5 older old ADJ fbem-13973 134 6 are be AUX fbem-13973 134 7 1.64 1.64 NUM fbem-13973 134 8 and and CCONJ fbem-13973 134 9 3.67 3.67 NUM fbem-13973 134 10 pp pp ADV fbem-13973 134 11 less less ADV fbem-13973 134 12 likely likely ADJ fbem-13973 134 13 to to PART fbem-13973 134 14 report report VERB fbem-13973 134 15 being be AUX fbem-13973 134 16 in in ADP fbem-13973 134 17 categories category NOUN fbem-13973 134 18 one one NUM fbem-13973 134 19 or or CCONJ fbem-13973 134 20 four four NUM fbem-13973 134 21 respectively respectively ADV fbem-13973 134 22 than than ADP fbem-13973 134 23 people people NOUN fbem-13973 134 24 under under ADP fbem-13973 134 25 the the DET fbem-13973 134 26 age age NOUN fbem-13973 134 27 of of ADP fbem-13973 134 28 40 40 NUM fbem-13973 134 29 , , PUNCT fbem-13973 134 30 whereas whereas SCONJ fbem-13973 134 31 the the DET fbem-13973 134 32 middle middle NOUN fbem-13973 134 33 aged age VERB fbem-13973 134 34 are be AUX fbem-13973 134 35 0.22 0.22 NUM fbem-13973 134 36 and and CCONJ fbem-13973 134 37 0.43 0.43 NUM fbem-13973 134 38 pp pp CCONJ fbem-13973 134 39 more more ADV fbem-13973 134 40 likely likely ADJ fbem-13973 134 41 to to PART fbem-13973 134 42 report report VERB fbem-13973 134 43 in in ADP fbem-13973 134 44 these these DET fbem-13973 134 45 categories category NOUN fbem-13973 134 46 ( ( PUNCT fbem-13973 134 47 the the DET fbem-13973 134 48 reverse reverse ADJ fbem-13973 134 49 effects effect NOUN fbem-13973 134 50 hold hold VERB fbem-13973 134 51 true true ADJ fbem-13973 134 52 for for ADP fbem-13973 134 53 the the DET fbem-13973 134 54 highest high ADJ fbem-13973 134 55 129 129 NUM fbem-13973 134 56 category category NOUN fbem-13973 134 57 ) ) PUNCT fbem-13973 134 58 . . PUNCT fbem-13973 135 1 having have VERB fbem-13973 135 2 a a DET fbem-13973 135 3 degree degree NOUN fbem-13973 135 4 decreases decrease VERB fbem-13973 135 5 the the DET fbem-13973 135 6 probability probability NOUN fbem-13973 135 7 of of ADP fbem-13973 135 8 being be AUX fbem-13973 135 9 completely completely ADV fbem-13973 135 10 satisfied satisfied ADJ fbem-13973 135 11 by by ADP fbem-13973 135 12 0.084 0.084 NUM fbem-13973 135 13 pp pp NOUN fbem-13973 135 14 , , PUNCT fbem-13973 135 15 however however ADV fbem-13973 135 16 the the DET fbem-13973 135 17 me i PRON fbem-13973 135 18 for for ADP fbem-13973 135 19 having have VERB fbem-13973 135 20 a a DET fbem-13973 135 21 degree degree NOUN fbem-13973 135 22 is be AUX fbem-13973 135 23 insignificant insignificant ADJ fbem-13973 135 24 at at ADP fbem-13973 135 25 the the DET fbem-13973 135 26 10 10 NUM fbem-13973 135 27 % % NOUN fbem-13973 135 28 level level NOUN fbem-13973 135 29 . . PUNCT fbem-13973 136 1 this this PRON fbem-13973 136 2 could could AUX fbem-13973 136 3 be be AUX fbem-13973 136 4 due due ADJ fbem-13973 136 5 to to ADP fbem-13973 136 6 the the DET fbem-13973 136 7 single single ADJ fbem-13973 136 8 indices index NOUN fbem-13973 136 9 assumption assumption NOUN fbem-13973 136 10 of of ADP fbem-13973 136 11 the the DET fbem-13973 136 12 ordered order VERB fbem-13973 136 13 response response NOUN fbem-13973 136 14 model model NOUN fbem-13973 136 15 , , PUNCT fbem-13973 136 16 whereby whereby SCONJ fbem-13973 136 17 relative relative ADJ fbem-13973 136 18 magnitudes magnitude NOUN fbem-13973 136 19 of of ADP fbem-13973 136 20 the the DET fbem-13973 136 21 marginal marginal ADJ fbem-13973 136 22 probability probability NOUN fbem-13973 136 23 effects effect NOUN fbem-13973 136 24 can can AUX fbem-13973 136 25 not not PART fbem-13973 136 26 vary vary VERB fbem-13973 136 27 across across ADP fbem-13973 136 28 outcomes outcome NOUN fbem-13973 136 29 and and CCONJ fbem-13973 136 30 individuals individual NOUN fbem-13973 136 31 , , PUNCT fbem-13973 136 32 such such ADJ fbem-13973 136 33 that that SCONJ fbem-13973 136 34 : : PUNCT fbem-13973 136 35 𝑗 𝑗 PRON fbem-13973 136 36 π‘‘π‘’π‘›π‘œπ‘‘π‘–π‘›π‘” π‘‘π‘’π‘›π‘œπ‘‘π‘–π‘›π‘” NOUN fbem-13973 136 37 π‘œπ‘Ÿπ‘‘π‘–π‘›π‘Žπ‘™ π‘œπ‘Ÿπ‘‘π‘–π‘›π‘Žπ‘™ VERB fbem-13973 136 38 π‘Ÿπ‘’π‘ π‘π‘œπ‘›π‘ π‘’ π‘Ÿπ‘’π‘ π‘π‘œπ‘›π‘ π‘’ NOUN fbem-13973 136 39 π‘π‘Žπ‘‘π‘’π‘”π‘œπ‘Ÿπ‘–π‘’π‘  π‘π‘Žπ‘‘π‘’π‘”π‘œπ‘Ÿπ‘–π‘’π‘  NOUN fbem-13973 136 40 ( ( PUNCT fbem-13973 136 41 4 4 NUM fbem-13973 136 42 ) ) PUNCT fbem-13973 136 43 furthermore furthermore ADV fbem-13973 136 44 , , PUNCT fbem-13973 136 45 the the DET fbem-13973 136 46 single single ADJ fbem-13973 136 47 crossing crossing NOUN fbem-13973 136 48 property property NOUN fbem-13973 136 49 restricts restrict VERB fbem-13973 136 50 mpes mpe NOUN fbem-13973 136 51 to to ADP fbem-13973 136 52 being be AUX fbem-13973 136 53 positive positive ADJ fbem-13973 136 54 at at ADP fbem-13973 136 55 the the DET fbem-13973 136 56 lowest low ADJ fbem-13973 136 57 categories category NOUN fbem-13973 136 58 and and CCONJ fbem-13973 136 59 negative negative ADJ fbem-13973 136 60 at at ADP fbem-13973 136 61 the the DET fbem-13973 136 62 highest high ADJ fbem-13973 136 63 or or CCONJ fbem-13973 136 64 the the DET fbem-13973 136 65 opposite opposite ADJ fbem-13973 136 66 , , PUNCT fbem-13973 136 67 not not PART fbem-13973 136 68 allowing allow VERB fbem-13973 136 69 for for ADP fbem-13973 136 70 a a DET fbem-13973 136 71 bell bell NOUN fbem-13973 136 72 or or CCONJ fbem-13973 136 73 u u NOUN fbem-13973 136 74 - - ADJ fbem-13973 136 75 shaped shape VERB fbem-13973 136 76 distribution distribution NOUN fbem-13973 136 77 . . PUNCT fbem-13973 137 1 a a DET fbem-13973 137 2 solution solution NOUN fbem-13973 137 3 to to ADP fbem-13973 137 4 this this PRON fbem-13973 137 5 would would AUX fbem-13973 137 6 be be AUX fbem-13973 137 7 using use VERB fbem-13973 137 8 a a DET fbem-13973 137 9 generalised generalise VERB fbem-13973 137 10 ordered order VERB fbem-13973 137 11 model model NOUN fbem-13973 137 12 , , PUNCT fbem-13973 137 13 but but CCONJ fbem-13973 137 14 this this DET fbem-13973 137 15 model model NOUN fbem-13973 137 16 requires require VERB fbem-13973 137 17 much much ADV fbem-13973 137 18 more more ADJ fbem-13973 137 19 computation computation NOUN fbem-13973 137 20 for for ADP fbem-13973 137 21 improved improved ADJ fbem-13973 137 22 flexibility flexibility NOUN fbem-13973 137 23 . . PUNCT fbem-13973 138 1 4 4 X fbem-13973 138 2 . . X fbem-13973 138 3 conclusion conclusion NOUN fbem-13973 138 4 life life NOUN fbem-13973 138 5 happiness happiness NOUN fbem-13973 138 6 , , PUNCT fbem-13973 138 7 as as SCONJ fbem-13973 138 8 may may AUX fbem-13973 138 9 be be AUX fbem-13973 138 10 predicted predict VERB fbem-13973 138 11 , , PUNCT fbem-13973 138 12 is be AUX fbem-13973 138 13 a a DET fbem-13973 138 14 broad broad ADJ fbem-13973 138 15 issue issue NOUN fbem-13973 138 16 that that PRON fbem-13973 138 17 can can AUX fbem-13973 138 18 not not PART fbem-13973 138 19 be be AUX fbem-13973 138 20 fully fully ADV fbem-13973 138 21 described describe VERB fbem-13973 138 22 by by ADP fbem-13973 138 23 a a DET fbem-13973 138 24 small small ADJ fbem-13973 138 25 set set NOUN fbem-13973 138 26 of of ADP fbem-13973 138 27 characteristics characteristic NOUN fbem-13973 138 28 ; ; PUNCT fbem-13973 138 29 its its PRON fbem-13973 138 30 maximum maximum ADJ fbem-13973 138 31 r2 r2 NOUN fbem-13973 138 32 value value NOUN fbem-13973 138 33 is be AUX fbem-13973 138 34 around around ADV fbem-13973 138 35 14 14 NUM fbem-13973 138 36 % % NOUN fbem-13973 138 37 . . PUNCT fbem-13973 139 1 however however ADV fbem-13973 139 2 , , PUNCT fbem-13973 139 3 our our PRON fbem-13973 139 4 probability probability NOUN fbem-13973 139 5 models model NOUN fbem-13973 139 6 have have AUX fbem-13973 139 7 shown show VERB fbem-13973 139 8 substantial substantial ADJ fbem-13973 139 9 impacts impact NOUN fbem-13973 139 10 from from ADP fbem-13973 139 11 certain certain ADJ fbem-13973 139 12 factors factor NOUN fbem-13973 139 13 , , PUNCT fbem-13973 139 14 including include VERB fbem-13973 139 15 goodsleep goodsleep NOUN fbem-13973 139 16 and and CCONJ fbem-13973 139 17 goodhealth goodhealth NOUN fbem-13973 139 18 . . PUNCT fbem-13973 140 1 the the DET fbem-13973 140 2 research research NOUN fbem-13973 140 3 was be AUX fbem-13973 140 4 shown show VERB fbem-13973 140 5 to to PART fbem-13973 140 6 have have VERB fbem-13973 140 7 limitations limitation NOUN fbem-13973 140 8 due due ADP fbem-13973 140 9 to to ADP fbem-13973 140 10 the the DET fbem-13973 140 11 absence absence NOUN fbem-13973 140 12 of of ADP fbem-13973 140 13 additional additional ADJ fbem-13973 140 14 , , PUNCT fbem-13973 140 15 more more ADJ fbem-13973 140 16 objective objective ADJ fbem-13973 140 17 health health NOUN fbem-13973 140 18 metrics metric NOUN fbem-13973 140 19 , , PUNCT fbem-13973 140 20 such such ADJ fbem-13973 140 21 as as ADP fbem-13973 140 22 the the DET fbem-13973 140 23 degree degree NOUN fbem-13973 140 24 of of ADP fbem-13973 140 25 physical physical ADJ fbem-13973 140 26 activity activity NOUN fbem-13973 140 27 . . PUNCT fbem-13973 141 1 significant significant ADJ fbem-13973 141 2 estimations estimation NOUN fbem-13973 141 3 for for ADP fbem-13973 141 4 various various ADJ fbem-13973 141 5 parameters parameter NOUN fbem-13973 141 6 were be AUX fbem-13973 141 7 derived derive VERB fbem-13973 141 8 using use VERB fbem-13973 141 9 ordinary ordinary ADJ fbem-13973 141 10 least least ADJ fbem-13973 141 11 squares square NOUN fbem-13973 141 12 ( ( PUNCT fbem-13973 141 13 ols ol NOUN fbem-13973 141 14 ) ) PUNCT fbem-13973 141 15 , , PUNCT fbem-13973 141 16 probit probit NOUN fbem-13973 141 17 , , PUNCT fbem-13973 141 18 and and CCONJ fbem-13973 141 19 ordered order VERB fbem-13973 141 20 probit probit NOUN fbem-13973 141 21 probability probability NOUN fbem-13973 141 22 models model NOUN fbem-13973 141 23 . . PUNCT fbem-13973 142 1 this this DET fbem-13973 142 2 outcome outcome NOUN fbem-13973 142 3 presents present VERB fbem-13973 142 4 an an DET fbem-13973 142 5 intriguing intriguing ADJ fbem-13973 142 6 opportunity opportunity NOUN fbem-13973 142 7 to to PART fbem-13973 142 8 replicate replicate VERB fbem-13973 142 9 the the DET fbem-13973 142 10 experiment experiment NOUN fbem-13973 142 11 using use VERB fbem-13973 142 12 logit logit PROPN fbem-13973 142 13 or or CCONJ fbem-13973 142 14 generalised generalise VERB fbem-13973 142 15 ordered order VERB fbem-13973 142 16 estimation estimation NOUN fbem-13973 142 17 models model NOUN fbem-13973 142 18 . . PUNCT fbem-13973 143 1 references reference NOUN fbem-13973 143 2 [ [ X fbem-13973 143 3 1 1 NUM fbem-13973 143 4 ] ] SYM fbem-13973 143 5 blanchflower blanchflower NOUN fbem-13973 143 6 , , PUNCT fbem-13973 143 7 d. d. PROPN fbem-13973 143 8 and and CCONJ fbem-13973 143 9 clark clark PROPN fbem-13973 143 10 , , PUNCT fbem-13973 143 11 a. a. NOUN fbem-13973 143 12 , , PUNCT fbem-13973 143 13 2020 2020 NUM fbem-13973 143 14 . . PUNCT fbem-13973 144 1 children child NOUN fbem-13973 144 2 , , PUNCT fbem-13973 144 3 unhappiness unhappiness NOUN fbem-13973 144 4 and and CCONJ fbem-13973 144 5 family family NOUN fbem-13973 144 6 finances finance NOUN fbem-13973 144 7 . . PUNCT fbem-13973 145 1 journal journal NOUN fbem-13973 145 2 of of ADP fbem-13973 145 3 population population NOUN fbem-13973 145 4 economics economic NOUN fbem-13973 145 5 , , PUNCT fbem-13973 145 6 34(2 34(2 NUM fbem-13973 145 7 ) ) PUNCT fbem-13973 145 8 , , PUNCT fbem-13973 145 9 pp.625 pp.625 PROPN fbem-13973 145 10 - - NOUN fbem-13973 145 11 653 653 NUM fbem-13973 145 12 . . PUNCT fbem-13973 146 1 [ [ X fbem-13973 146 2 2 2 NUM fbem-13973 146 3 ] ] SYM fbem-13973 146 4 clark clark NOUN fbem-13973 146 5 , , PUNCT fbem-13973 146 6 a. a. NOUN fbem-13973 146 7 , , PUNCT fbem-13973 146 8 2018 2018 NUM fbem-13973 146 9 . . PUNCT fbem-13973 147 1 four four NUM fbem-13973 147 2 decades decade NOUN fbem-13973 147 3 of of ADP fbem-13973 147 4 the the DET fbem-13973 147 5 economics economic NOUN fbem-13973 147 6 of of ADP fbem-13973 147 7 happiness happiness NOUN fbem-13973 147 8 : : PUNCT fbem-13973 147 9 where where SCONJ fbem-13973 147 10 next next ADJ fbem-13973 147 11 ? ? PUNCT fbem-13973 147 12 . . PUNCT fbem-13973 148 1 review review NOUN fbem-13973 148 2 of of ADP fbem-13973 148 3 income income NOUN fbem-13973 148 4 and and CCONJ fbem-13973 148 5 wealth wealth NOUN fbem-13973 148 6 , , PUNCT fbem-13973 148 7 64(2 64(2 NOUN fbem-13973 148 8 ) ) PUNCT fbem-13973 148 9 , , PUNCT fbem-13973 148 10 pp.245269 pp.245269 PROPN fbem-13973 148 11 . . PUNCT fbem-13973 149 1 [ [ X fbem-13973 149 2 3 3 NUM fbem-13973 149 3 ] ] X fbem-13973 149 4 clark clark NOUN fbem-13973 149 5 , , PUNCT fbem-13973 149 6 a.e a.e PROPN fbem-13973 149 7 . . PROPN fbem-13973 149 8 , , PUNCT fbem-13973 149 9 and and CCONJ fbem-13973 149 10 blanchflower blanchflow ADJ fbem-13973 149 11 , , PUNCT fbem-13973 149 12 d.g d.g PROPN fbem-13973 149 13 . . PROPN fbem-13973 149 14 , , PUNCT fbem-13973 149 15 ( ( PUNCT fbem-13973 149 16 2021 2021 NUM fbem-13973 149 17 ) ) PUNCT fbem-13973 149 18 . . PUNCT fbem-13973 150 1 β€œ " PUNCT fbem-13973 150 2 children child NOUN fbem-13973 150 3 , , PUNCT fbem-13973 150 4 unhappiness unhappiness NOUN fbem-13973 150 5 and and CCONJ fbem-13973 150 6 family family NOUN fbem-13973 150 7 finances finance NOUN fbem-13973 150 8 ” " PUNCT fbem-13973 150 9 , , PUNCT fbem-13973 150 10 journal journal NOUN fbem-13973 150 11 of of ADP fbem-13973 150 12 population population NOUN fbem-13973 150 13 economics economic NOUN fbem-13973 150 14 , , PUNCT fbem-13973 150 15 34 34 NUM fbem-13973 150 16 , , PUNCT fbem-13973 150 17 pp pp ADJ fbem-13973 150 18 . . PUNCT fbem-13973 150 19 625 625 NUM fbem-13973 150 20 - - SYM fbem-13973 150 21 653 653 NUM fbem-13973 150 22 [ [ SYM fbem-13973 150 23 4 4 NUM fbem-13973 150 24 ] ] SYM fbem-13973 150 25 diener diener PROPN fbem-13973 150 26 , , PUNCT fbem-13973 150 27 e. e. PROPN fbem-13973 150 28 and and CCONJ fbem-13973 150 29 chan chan PROPN fbem-13973 150 30 , , PUNCT fbem-13973 150 31 m. m. NOUN fbem-13973 150 32 , , PUNCT fbem-13973 150 33 2011 2011 NUM fbem-13973 150 34 . . PUNCT fbem-13973 151 1 happy happy ADJ fbem-13973 151 2 people people NOUN fbem-13973 151 3 live live VERB fbem-13973 151 4 longer long ADV fbem-13973 151 5 : : PUNCT fbem-13973 151 6 subjective subjective ADJ fbem-13973 151 7 well well ADV fbem-13973 151 8 - - PUNCT fbem-13973 151 9 being being NOUN fbem-13973 151 10 contributes contribute VERB fbem-13973 151 11 to to ADP fbem-13973 151 12 health health NOUN fbem-13973 151 13 and and CCONJ fbem-13973 151 14 longevity longevity NOUN fbem-13973 151 15 . . PUNCT fbem-13973 152 1 applied apply VERB fbem-13973 152 2 psychology psychology NOUN fbem-13973 152 3 : : PUNCT fbem-13973 152 4 health health NOUN fbem-13973 152 5 and and CCONJ fbem-13973 152 6 well well ADV fbem-13973 152 7 - - PUNCT fbem-13973 152 8 being being NOUN fbem-13973 152 9 , , PUNCT fbem-13973 152 10 3(1 3(1 NUM fbem-13973 152 11 ) ) PUNCT fbem-13973 152 12 , , PUNCT fbem-13973 152 13 pp.1 pp.1 PROPN fbem-13973 152 14 - - PUNCT fbem-13973 152 15 43 43 NUM fbem-13973 152 16 . . PUNCT fbem-13973 153 1 [ [ X fbem-13973 153 2 5 5 NUM fbem-13973 153 3 ] ] X fbem-13973 153 4 easterlin easterlin PROPN fbem-13973 153 5 , , PUNCT fbem-13973 153 6 r. r. PROPN fbem-13973 153 7 , , PUNCT fbem-13973 153 8 1974 1974 NUM fbem-13973 153 9 . . PUNCT fbem-13973 154 1 does do AUX fbem-13973 154 2 economic economic ADJ fbem-13973 154 3 growth growth NOUN fbem-13973 154 4 improve improve VERB fbem-13973 154 5 the the DET fbem-13973 154 6 human human ADJ fbem-13973 154 7 lot lot NOUN fbem-13973 154 8 ? ? PUNCT fbem-13973 155 1 some some DET fbem-13973 155 2 empirical empirical ADJ fbem-13973 155 3 evidence evidence NOUN fbem-13973 155 4 . . PUNCT fbem-13973 156 1 nations nation NOUN fbem-13973 156 2 and and CCONJ fbem-13973 156 3 households household NOUN fbem-13973 156 4 in in ADP fbem-13973 156 5 economic economic ADJ fbem-13973 156 6 growth growth NOUN fbem-13973 156 7 , , PUNCT fbem-13973 156 8 pp.89 pp.89 NOUN fbem-13973 156 9 - - PUNCT fbem-13973 156 10 125 125 NUM fbem-13973 156 11 . . PUNCT fbem-13973 157 1 [ [ X fbem-13973 157 2 6 6 NUM fbem-13973 157 3 ] ] X fbem-13973 157 4 herzog herzog NOUN fbem-13973 157 5 , , PUNCT fbem-13973 157 6 a. a. NOUN fbem-13973 157 7 and and CCONJ fbem-13973 157 8 rodgers rodger NOUN fbem-13973 157 9 , , PUNCT fbem-13973 157 10 w. w. NOUN fbem-13973 157 11 , , PUNCT fbem-13973 157 12 1981 1981 NUM fbem-13973 157 13 . . PUNCT fbem-13973 157 14 age age NOUN fbem-13973 157 15 and and CCONJ fbem-13973 157 16 satisfaction satisfaction NOUN fbem-13973 157 17 . . PUNCT fbem-13973 158 1 research research NOUN fbem-13973 158 2 on on ADP fbem-13973 158 3 aging aging NOUN fbem-13973 158 4 , , PUNCT fbem-13973 158 5 3(2 3(2 NUM fbem-13973 158 6 ) ) PUNCT fbem-13973 158 7 , , PUNCT fbem-13973 158 8 pp.142 pp.142 PROPN fbem-13973 158 9 - - PUNCT fbem-13973 158 10 165 165 NUM fbem-13973 158 11 . . PUNCT fbem-13973 159 1 [ [ X fbem-13973 159 2 7 7 NUM fbem-13973 159 3 ] ] X fbem-13973 159 4 kahneman kahneman NOUN fbem-13973 159 5 , , PUNCT fbem-13973 159 6 d. d. PROPN fbem-13973 159 7 and and CCONJ fbem-13973 159 8 deaton deaton PROPN fbem-13973 159 9 , , PUNCT fbem-13973 159 10 a. a. PROPN fbem-13973 159 11 , , PUNCT fbem-13973 159 12 2010 2010 NUM fbem-13973 159 13 . . PUNCT fbem-13973 160 1 high high ADJ fbem-13973 160 2 income income NOUN fbem-13973 160 3 improves improve VERB fbem-13973 160 4 evaluation evaluation NOUN fbem-13973 160 5 of of ADP fbem-13973 160 6 life life NOUN fbem-13973 160 7 but but CCONJ fbem-13973 160 8 not not PART fbem-13973 160 9 emotional emotional ADJ fbem-13973 160 10 well well ADV fbem-13973 160 11 - - PUNCT fbem-13973 160 12 being being NOUN fbem-13973 160 13 . . PUNCT fbem-13973 161 1 proceedings proceeding NOUN fbem-13973 161 2 of of ADP fbem-13973 161 3 the the DET fbem-13973 161 4 national national PROPN fbem-13973 161 5 academy academy PROPN fbem-13973 161 6 of of ADP fbem-13973 161 7 sciences sciences PROPN fbem-13973 161 8 , , PUNCT fbem-13973 161 9 107(38 107(38 NUM fbem-13973 161 10 ) ) PUNCT fbem-13973 161 11 , , PUNCT fbem-13973 161 12 pp.16489 pp.16489 PROPN fbem-13973 161 13 - - PUNCT fbem-13973 161 14 16493 16493 NUM fbem-13973 161 15 . . PUNCT fbem-13973 162 1 [ [ X fbem-13973 162 2 8 8 NUM fbem-13973 162 3 ] ] X fbem-13973 162 4 miao miao PROPN fbem-13973 162 5 yuanjiang yuanjiang PROPN fbem-13973 162 6 . . PUNCT fbem-13973 163 1 from from ADP fbem-13973 163 2 happiness happiness NOUN fbem-13973 163 3 to to ADP fbem-13973 163 4 happiness happiness NOUN fbem-13973 163 5 index index NOUN fbem-13973 163 6 β€” β€” PUNCT fbem-13973 163 7 a a DET fbem-13973 163 8 research research NOUN fbem-13973 163 9 on on ADP fbem-13973 163 10 happiness happiness NOUN fbem-13973 163 11 in in ADP fbem-13973 163 12 development development NOUN fbem-13973 163 13 . . PUNCT fbem-13973 164 1 nanjing nanjing PROPN fbem-13973 164 2 social social PROPN fbem-13973 164 3 sciences sciences PROPN fbem-13973 164 4 , , PUNCT fbem-13973 164 5 2009(11 2009(11 NUM fbem-13973 164 6 ): ): PUNCT fbem-13973 164 7 103 103 NUM fbem-13973 164 8 - - SYM fbem-13973 164 9 108 108 NUM fbem-13973 164 10 . . PUNCT fbem-13973 165 1 [ [ X fbem-13973 165 2 9 9 NUM fbem-13973 165 3 ] ] X fbem-13973 165 4 oecd oecd PROPN fbem-13973 165 5 ( ( PUNCT fbem-13973 165 6 2020 2020 NUM fbem-13973 165 7 ) ) PUNCT fbem-13973 165 8 , , PUNCT fbem-13973 165 9 how how SCONJ fbem-13973 165 10 's be AUX fbem-13973 165 11 life life NOUN fbem-13973 165 12 ? ? PUNCT fbem-13973 166 1 2020 2020 NUM fbem-13973 166 2 : : PUNCT fbem-13973 166 3 measuring measure VERB fbem-13973 166 4 well well ADV fbem-13973 166 5 - - PUNCT fbem-13973 166 6 being being NOUN fbem-13973 166 7 , , PUNCT fbem-13973 166 8 oecd oecd PROPN fbem-13973 166 9 publishing publishing NOUN fbem-13973 166 10 , , PUNCT fbem-13973 166 11 paris paris PROPN fbem-13973 166 12 , , PUNCT fbem-13973 166 13 https://doi.org/10.1787/9870c393-en https://doi.org/10.1787/9870c393-en PROPN fbem-13973 166 14 . . PUNCT fbem-13973 167 1 [ [ X fbem-13973 167 2 10 10 NUM fbem-13973 167 3 ] ] X fbem-13973 167 4 stutzer stutzer NOUN fbem-13973 167 5 , , PUNCT fbem-13973 167 6 a. a. NOUN fbem-13973 167 7 and and CCONJ fbem-13973 167 8 frey frey PROPN fbem-13973 167 9 , , PUNCT fbem-13973 167 10 b. b. PROPN fbem-13973 167 11 , , PUNCT fbem-13973 167 12 2003 2003 NUM fbem-13973 167 13 . . PUNCT fbem-13973 168 1 does do AUX fbem-13973 168 2 marriage marriage NOUN fbem-13973 168 3 make make VERB fbem-13973 168 4 people people NOUN fbem-13973 168 5 happy happy ADJ fbem-13973 168 6 , , PUNCT fbem-13973 168 7 or or CCONJ fbem-13973 168 8 do do VERB fbem-13973 168 9 happy happy ADJ fbem-13973 168 10 people people NOUN fbem-13973 168 11 get get AUX fbem-13973 168 12 married marry VERB fbem-13973 168 13 ? ? PUNCT fbem-13973 168 14 . . PUNCT fbem-13973 169 1 ssrn ssrn PROPN fbem-13973 169 2 electronic electronic ADJ fbem-13973 169 3 journal journal PROPN fbem-13973 169 4 , , PUNCT fbem-13973 169 5 35(2 35(2 NUM fbem-13973 169 6 ) ) PUNCT fbem-13973 169 7 . . PUNCT