id sid tid token lemma pos fbem-1767 1 1 frontiers frontier NOUN fbem-1767 1 2 in in ADP fbem-1767 1 3 business business NOUN fbem-1767 1 4 , , PUNCT fbem-1767 1 5 economics economic NOUN fbem-1767 1 6 and and CCONJ fbem-1767 1 7 management management NOUN fbem-1767 1 8 issn issn PROPN fbem-1767 1 9 : : PUNCT fbem-1767 1 10 2766 2766 NUM fbem-1767 1 11 - - PUNCT fbem-1767 1 12 824x 824x NUM fbem-1767 1 13 | | ADJ fbem-1767 1 14 vol vol NOUN fbem-1767 1 15 . . PROPN fbem-1767 2 1 5 5 NUM fbem-1767 2 2 , , PUNCT fbem-1767 2 3 no no INTJ fbem-1767 2 4 . . NOUN fbem-1767 2 5 2 2 NUM fbem-1767 2 6 , , PUNCT fbem-1767 2 7 2022 2022 NUM fbem-1767 2 8 205 205 NUM fbem-1767 2 9 chasm chasm NOUN fbem-1767 2 10 or or CCONJ fbem-1767 2 11 bridge bridge NOUN fbem-1767 2 12 : : PUNCT fbem-1767 2 13 the the DET fbem-1767 2 14 impact impact NOUN fbem-1767 2 15 of of ADP fbem-1767 2 16 digital digital ADJ fbem-1767 2 17 inclusive inclusive ADJ fbem-1767 2 18 finance finance NOUN fbem-1767 2 19 on on ADP fbem-1767 2 20 farmers farmer NOUN fbem-1767 2 21 ' ' PART fbem-1767 2 22 incomes income NOUN fbem-1767 2 23 -evidence -evidence NOUN fbem-1767 2 24 from from ADP fbem-1767 2 25 china china PROPN fbem-1767 2 26 hongxiang hongxiang PROPN fbem-1767 2 27 wei wei PROPN fbem-1767 2 28 school school PROPN fbem-1767 2 29 of of ADP fbem-1767 2 30 economics economic NOUN fbem-1767 2 31 and and CCONJ fbem-1767 2 32 management management NOUN fbem-1767 2 33 , , PUNCT fbem-1767 2 34 nanning nanning PROPN fbem-1767 2 35 normal normal ADJ fbem-1767 2 36 university university PROPN fbem-1767 2 37 , , PUNCT fbem-1767 2 38 nanning nanning NOUN fbem-1767 2 39 , , PUNCT fbem-1767 2 40 guangxi guangxi PROPN fbem-1767 2 41 , , PUNCT fbem-1767 2 42 530299 530299 NUM fbem-1767 2 43 , , PUNCT fbem-1767 2 44 china china PROPN fbem-1767 2 45 abstract abstract NOUN fbem-1767 2 46 : : PUNCT fbem-1767 2 47 the the DET fbem-1767 2 48 increase increase NOUN fbem-1767 2 49 in in ADP fbem-1767 2 50 the the DET fbem-1767 2 51 level level NOUN fbem-1767 2 52 of of ADP fbem-1767 2 53 development development NOUN fbem-1767 2 54 of of ADP fbem-1767 2 55 digital digital ADJ fbem-1767 2 56 inclusive inclusive ADJ fbem-1767 2 57 finance finance NOUN fbem-1767 2 58 provides provide VERB fbem-1767 2 59 unlimited unlimited ADJ fbem-1767 2 60 possibilities possibility NOUN fbem-1767 2 61 for for ADP fbem-1767 2 62 the the DET fbem-1767 2 63 economic economic ADJ fbem-1767 2 64 development development NOUN fbem-1767 2 65 of of ADP fbem-1767 2 66 each each DET fbem-1767 2 67 country country NOUN fbem-1767 2 68 . . PUNCT fbem-1767 3 1 by by ADP fbem-1767 3 2 using use VERB fbem-1767 3 3 panel panel NOUN fbem-1767 3 4 data datum NOUN fbem-1767 3 5 of of ADP fbem-1767 3 6 31 31 NUM fbem-1767 3 7 provinces province NOUN fbem-1767 3 8 in in ADP fbem-1767 3 9 china china PROPN fbem-1767 3 10 from from ADP fbem-1767 3 11 2011 2011 NUM fbem-1767 3 12 - - SYM fbem-1767 3 13 2020 2020 NUM fbem-1767 3 14 , , PUNCT fbem-1767 3 15 a a DET fbem-1767 3 16 panel panel NOUN fbem-1767 3 17 fixed fix VERB fbem-1767 3 18 effects effect NOUN fbem-1767 3 19 model model NOUN fbem-1767 3 20 , , PUNCT fbem-1767 3 21 mediating mediating NOUN fbem-1767 3 22 effects effect NOUN fbem-1767 3 23 model model NOUN fbem-1767 3 24 and and CCONJ fbem-1767 3 25 threshold threshold NOUN fbem-1767 3 26 regression regression NOUN fbem-1767 3 27 model model NOUN fbem-1767 3 28 were be AUX fbem-1767 3 29 constructed construct VERB fbem-1767 3 30 to to PART fbem-1767 3 31 conduct conduct VERB fbem-1767 3 32 an an DET fbem-1767 3 33 empirical empirical ADJ fbem-1767 3 34 study study NOUN fbem-1767 3 35 and and CCONJ fbem-1767 3 36 found find VERB fbem-1767 3 37 that that SCONJ fbem-1767 3 38 : : PUNCT fbem-1767 3 39 digital digital ADJ fbem-1767 3 40 inclusive inclusive ADJ fbem-1767 3 41 finance finance NOUN fbem-1767 3 42 can can AUX fbem-1767 3 43 promote promote VERB fbem-1767 3 44 the the DET fbem-1767 3 45 growth growth NOUN fbem-1767 3 46 of of ADP fbem-1767 3 47 farmers farmer NOUN fbem-1767 3 48 ' ' PART fbem-1767 3 49 income income NOUN fbem-1767 3 50 by by ADP fbem-1767 3 51 expanding expand VERB fbem-1767 3 52 the the DET fbem-1767 3 53 breadth breadth NOUN fbem-1767 3 54 of of ADP fbem-1767 3 55 coverage coverage NOUN fbem-1767 3 56 and and CCONJ fbem-1767 3 57 depth depth NOUN fbem-1767 3 58 of of ADP fbem-1767 3 59 use use NOUN fbem-1767 3 60 , , PUNCT fbem-1767 3 61 with with ADP fbem-1767 3 62 a a DET fbem-1767 3 63 more more ADV fbem-1767 3 64 significant significant ADJ fbem-1767 3 65 impact impact NOUN fbem-1767 3 66 on on ADP fbem-1767 3 67 the the DET fbem-1767 3 68 eastern eastern ADJ fbem-1767 3 69 and and CCONJ fbem-1767 3 70 central central ADJ fbem-1767 3 71 regions region NOUN fbem-1767 3 72 of of ADP fbem-1767 3 73 the the DET fbem-1767 3 74 mediating mediate VERB fbem-1767 3 75 variable variable NOUN fbem-1767 3 76 is be AUX fbem-1767 3 77 the the DET fbem-1767 3 78 level level NOUN fbem-1767 3 79 of of ADP fbem-1767 3 80 innovation innovation NOUN fbem-1767 3 81 and and CCONJ fbem-1767 3 82 entrepreneurship entrepreneurship NOUN fbem-1767 3 83 . . PUNCT fbem-1767 4 1 with with ADP fbem-1767 4 2 the the DET fbem-1767 4 3 development development NOUN fbem-1767 4 4 of of ADP fbem-1767 4 5 digital digital ADJ fbem-1767 4 6 inclusive inclusive ADJ fbem-1767 4 7 finance finance NOUN fbem-1767 4 8 , , PUNCT fbem-1767 4 9 there there PRON fbem-1767 4 10 is be VERB fbem-1767 4 11 a a DET fbem-1767 4 12 non non ADJ fbem-1767 4 13 - - ADJ fbem-1767 4 14 linear linear ADJ fbem-1767 4 15 change change NOUN fbem-1767 4 16 in in ADP fbem-1767 4 17 the the DET fbem-1767 4 18 coefficient coefficient NOUN fbem-1767 4 19 of of ADP fbem-1767 4 20 the the DET fbem-1767 4 21 impact impact NOUN fbem-1767 4 22 of of ADP fbem-1767 4 23 the the DET fbem-1767 4 24 level level NOUN fbem-1767 4 25 of of ADP fbem-1767 4 26 digital digital ADJ fbem-1767 4 27 inclusive inclusive ADJ fbem-1767 4 28 finance finance NOUN fbem-1767 4 29 development development NOUN fbem-1767 4 30 on on ADP fbem-1767 4 31 the the DET fbem-1767 4 32 per per X fbem-1767 4 33 capita capita X fbem-1767 4 34 disposable disposable ADJ fbem-1767 4 35 income income NOUN fbem-1767 4 36 of of ADP fbem-1767 4 37 rural rural ADJ fbem-1767 4 38 residents resident NOUN fbem-1767 4 39 , , PUNCT fbem-1767 4 40 which which PRON fbem-1767 4 41 first first ADJ fbem-1767 4 42 decreases decrease VERB fbem-1767 4 43 and and CCONJ fbem-1767 4 44 then then ADV fbem-1767 4 45 increases increase VERB fbem-1767 4 46 . . PUNCT fbem-1767 5 1 keywords keyword NOUN fbem-1767 5 2 : : PUNCT fbem-1767 5 3 digital digital ADJ fbem-1767 5 4 inclusive inclusive NOUN fbem-1767 5 5 , , PUNCT fbem-1767 5 6 finance finance NOUN fbem-1767 5 7 farmers farmer NOUN fbem-1767 5 8 ' ' PART fbem-1767 5 9 income income NOUN fbem-1767 5 10 , , PUNCT fbem-1767 5 11 digital digital ADJ fbem-1767 5 12 economy economy NOUN fbem-1767 5 13 , , PUNCT fbem-1767 5 14 economic economic ADJ fbem-1767 5 15 development development NOUN fbem-1767 5 16 . . PUNCT fbem-1767 6 1 1 1 X fbem-1767 6 2 . . X fbem-1767 6 3 introduction introduction NOUN fbem-1767 6 4 in in ADP fbem-1767 6 5 2005 2005 NUM fbem-1767 6 6 , , PUNCT fbem-1767 6 7 the the DET fbem-1767 6 8 united united PROPN fbem-1767 6 9 nations nations PROPN fbem-1767 6 10 introduced introduce VERB fbem-1767 6 11 the the DET fbem-1767 6 12 concept concept NOUN fbem-1767 6 13 of of ADP fbem-1767 6 14 " " PUNCT fbem-1767 6 15 inclusive inclusive ADJ fbem-1767 6 16 finance finance NOUN fbem-1767 6 17 " " PUNCT fbem-1767 6 18 , , PUNCT fbem-1767 6 19 which which PRON fbem-1767 6 20 requires require VERB fbem-1767 6 21 equality equality NOUN fbem-1767 6 22 of of ADP fbem-1767 6 23 opportunity opportunity NOUN fbem-1767 6 24 and and CCONJ fbem-1767 6 25 commercial commercial ADJ fbem-1767 6 26 sustainability sustainability NOUN fbem-1767 6 27 to to PART fbem-1767 6 28 provide provide VERB fbem-1767 6 29 access access NOUN fbem-1767 6 30 to to ADP fbem-1767 6 31 financial financial ADJ fbem-1767 6 32 services service NOUN fbem-1767 6 33 at at ADP fbem-1767 6 34 an an DET fbem-1767 6 35 affordable affordable ADJ fbem-1767 6 36 cost cost NOUN fbem-1767 6 37 for for ADP fbem-1767 6 38 micro micro ADJ fbem-1767 6 39 and and CCONJ fbem-1767 6 40 small small ADJ fbem-1767 6 41 enterprises enterprise NOUN fbem-1767 6 42 , , PUNCT fbem-1767 6 43 farmers farmer NOUN fbem-1767 6 44 , , PUNCT fbem-1767 6 45 urban urban ADJ fbem-1767 6 46 low low ADJ fbem-1767 6 47 - - PUNCT fbem-1767 6 48 income income NOUN fbem-1767 6 49 people people NOUN fbem-1767 6 50 , , PUNCT fbem-1767 6 51 poor poor ADJ fbem-1767 6 52 people people NOUN fbem-1767 6 53 and and CCONJ fbem-1767 6 54 special special ADJ fbem-1767 6 55 groups group NOUN fbem-1767 6 56 with with ADP fbem-1767 6 57 financial financial ADJ fbem-1767 6 58 needs need NOUN fbem-1767 6 59 , , PUNCT fbem-1767 6 60 such such ADJ fbem-1767 6 61 as as ADP fbem-1767 6 62 people people NOUN fbem-1767 6 63 with with ADP fbem-1767 6 64 disabilities disability NOUN fbem-1767 6 65 and and CCONJ fbem-1767 6 66 the the DET fbem-1767 6 67 elderly elderly ADJ fbem-1767 6 68 . . PUNCT fbem-1767 7 1 since since SCONJ fbem-1767 7 2 the the DET fbem-1767 7 3 reform reform NOUN fbem-1767 7 4 and and CCONJ fbem-1767 7 5 opening opening NOUN fbem-1767 7 6 up up ADP fbem-1767 7 7 , , PUNCT fbem-1767 7 8 china china PROPN fbem-1767 7 9 has have AUX fbem-1767 7 10 been be AUX fbem-1767 7 11 committed commit VERB fbem-1767 7 12 to to ADP fbem-1767 7 13 addressing address VERB fbem-1767 7 14 the the DET fbem-1767 7 15 problems problem NOUN fbem-1767 7 16 of of ADP fbem-1767 7 17 poverty poverty NOUN fbem-1767 7 18 , , PUNCT fbem-1767 7 19 urban urban ADJ fbem-1767 7 20 and and CCONJ fbem-1767 7 21 rural rural ADJ fbem-1767 7 22 development development NOUN fbem-1767 7 23 , , PUNCT fbem-1767 7 24 the the DET fbem-1767 7 25 wide wide ADJ fbem-1767 7 26 gap gap NOUN fbem-1767 7 27 between between ADP fbem-1767 7 28 the the DET fbem-1767 7 29 rich rich ADJ fbem-1767 7 30 and and CCONJ fbem-1767 7 31 the the DET fbem-1767 7 32 poor poor ADJ fbem-1767 7 33 , , PUNCT fbem-1767 7 34 and and CCONJ fbem-1767 7 35 the the DET fbem-1767 7 36 uneven uneven ADJ fbem-1767 7 37 distribution distribution NOUN fbem-1767 7 38 of of ADP fbem-1767 7 39 income income NOUN fbem-1767 7 40 , , PUNCT fbem-1767 7 41 and and CCONJ fbem-1767 7 42 " " PUNCT fbem-1767 7 43 inclusive inclusive ADJ fbem-1767 7 44 finance finance NOUN fbem-1767 7 45 " " PUNCT fbem-1767 7 46 has have AUX fbem-1767 7 47 provided provide VERB fbem-1767 7 48 an an DET fbem-1767 7 49 effective effective ADJ fbem-1767 7 50 tool tool NOUN fbem-1767 7 51 to to PART fbem-1767 7 52 reduce reduce VERB fbem-1767 7 53 the the DET fbem-1767 7 54 " " PUNCT fbem-1767 7 55 financial financial ADJ fbem-1767 7 56 exclusion exclusion NOUN fbem-1767 7 57 " " PUNCT fbem-1767 7 58 of of ADP fbem-1767 7 59 low low ADJ fbem-1767 7 60 - - PUNCT fbem-1767 7 61 income income NOUN fbem-1767 7 62 groups group NOUN fbem-1767 7 63 . . PUNCT fbem-1767 8 1 however however ADV fbem-1767 8 2 , , PUNCT fbem-1767 8 3 inclusive inclusive ADJ fbem-1767 8 4 finance finance NOUN fbem-1767 8 5 still still ADV fbem-1767 8 6 has have VERB fbem-1767 8 7 problems problem NOUN fbem-1767 8 8 such such ADJ fbem-1767 8 9 as as ADP fbem-1767 8 10 the the DET fbem-1767 8 11 need need NOUN fbem-1767 8 12 to to PART fbem-1767 8 13 build build VERB fbem-1767 8 14 bank bank NOUN fbem-1767 8 15 branches branch NOUN fbem-1767 8 16 , , PUNCT fbem-1767 8 17 large large ADJ fbem-1767 8 18 human human ADJ fbem-1767 8 19 and and CCONJ fbem-1767 8 20 material material NOUN fbem-1767 8 21 costs cost NOUN fbem-1767 8 22 , , PUNCT fbem-1767 8 23 and and CCONJ fbem-1767 8 24 a a DET fbem-1767 8 25 large large ADJ fbem-1767 8 26 information information NOUN fbem-1767 8 27 asymmetry asymmetry NOUN fbem-1767 8 28 with with ADP fbem-1767 8 29 the the DET fbem-1767 8 30 demand demand NOUN fbem-1767 8 31 side side NOUN fbem-1767 8 32 of of ADP fbem-1767 8 33 financial financial ADJ fbem-1767 8 34 services service NOUN fbem-1767 8 35 , , PUNCT fbem-1767 8 36 making make VERB fbem-1767 8 37 it it PRON fbem-1767 8 38 difficult difficult ADJ fbem-1767 8 39 for for SCONJ fbem-1767 8 40 the the DET fbem-1767 8 41 development development NOUN fbem-1767 8 42 of of ADP fbem-1767 8 43 inclusive inclusive ADJ fbem-1767 8 44 finance finance NOUN fbem-1767 8 45 to to PART fbem-1767 8 46 reach reach VERB fbem-1767 8 47 rural rural ADJ fbem-1767 8 48 and and CCONJ fbem-1767 8 49 remote remote ADJ fbem-1767 8 50 areas area NOUN fbem-1767 8 51 . . PUNCT fbem-1767 9 1 with with ADP fbem-1767 9 2 the the DET fbem-1767 9 3 development development NOUN fbem-1767 9 4 of of ADP fbem-1767 9 5 digital digital ADJ fbem-1767 9 6 and and CCONJ fbem-1767 9 7 big big ADJ fbem-1767 9 8 data datum NOUN fbem-1767 9 9 technologies technology NOUN fbem-1767 9 10 , , PUNCT fbem-1767 9 11 the the DET fbem-1767 9 12 combination combination NOUN fbem-1767 9 13 of of ADP fbem-1767 9 14 digital digital ADJ fbem-1767 9 15 tools tool NOUN fbem-1767 9 16 and and CCONJ fbem-1767 9 17 inclusive inclusive ADJ fbem-1767 9 18 finance finance NOUN fbem-1767 9 19 offers offer VERB fbem-1767 9 20 the the DET fbem-1767 9 21 possibility possibility NOUN fbem-1767 9 22 of of ADP fbem-1767 9 23 solving solve VERB fbem-1767 9 24 the the DET fbem-1767 9 25 above above ADJ fbem-1767 9 26 problems problem NOUN fbem-1767 9 27 . . PUNCT fbem-1767 10 1 whether whether SCONJ fbem-1767 10 2 digital digital ADJ fbem-1767 10 3 inclusive inclusive ADJ fbem-1767 10 4 finance finance NOUN fbem-1767 10 5 can can AUX fbem-1767 10 6 increase increase VERB fbem-1767 10 7 farmers farmer NOUN fbem-1767 10 8 ' ' PART fbem-1767 10 9 income income NOUN fbem-1767 10 10 and and CCONJ fbem-1767 10 11 its its PRON fbem-1767 10 12 influence influence NOUN fbem-1767 10 13 mechanism mechanism NOUN fbem-1767 10 14 , , PUNCT fbem-1767 10 15 and and CCONJ fbem-1767 10 16 enhance enhance VERB fbem-1767 10 17 the the DET fbem-1767 10 18 happiness happiness NOUN fbem-1767 10 19 of of ADP fbem-1767 10 20 residents resident NOUN fbem-1767 10 21 ' ' PART fbem-1767 10 22 life life NOUN fbem-1767 10 23 , , PUNCT fbem-1767 10 24 is be AUX fbem-1767 10 25 worth worth ADJ fbem-1767 10 26 further further ADJ fbem-1767 10 27 indepth indepth ADJ fbem-1767 10 28 research research NOUN fbem-1767 10 29 . . PUNCT fbem-1767 11 1 the the DET fbem-1767 11 2 paper paper NOUN fbem-1767 11 3 is be AUX fbem-1767 11 4 organised organise VERB fbem-1767 11 5 as as SCONJ fbem-1767 11 6 follows follow VERB fbem-1767 11 7 . . PUNCT fbem-1767 12 1 section section NOUN fbem-1767 12 2 2 2 NUM fbem-1767 12 3 provides provide VERB fbem-1767 12 4 a a DET fbem-1767 12 5 review review NOUN fbem-1767 12 6 of of ADP fbem-1767 12 7 the the DET fbem-1767 12 8 existing exist VERB fbem-1767 12 9 literature literature NOUN fbem-1767 12 10 . . PUNCT fbem-1767 13 1 section section NOUN fbem-1767 13 2 3 3 NUM fbem-1767 13 3 conducts conduct VERB fbem-1767 13 4 theoretical theoretical ADJ fbem-1767 13 5 research research NOUN fbem-1767 13 6 and and CCONJ fbem-1767 13 7 hypotheses hypothesis NOUN fbem-1767 13 8 . . PUNCT fbem-1767 14 1 section section NOUN fbem-1767 14 2 4 4 NUM fbem-1767 14 3 provides provide VERB fbem-1767 14 4 a a DET fbem-1767 14 5 description description NOUN fbem-1767 14 6 of of ADP fbem-1767 14 7 the the DET fbem-1767 14 8 variables variable NOUN fbem-1767 14 9 and and CCONJ fbem-1767 14 10 the the DET fbem-1767 14 11 current current ADJ fbem-1767 14 12 situation situation NOUN fbem-1767 14 13 , , PUNCT fbem-1767 14 14 section section NOUN fbem-1767 14 15 5 5 NUM fbem-1767 14 16 presents present VERB fbem-1767 14 17 the the DET fbem-1767 14 18 empirical empirical ADJ fbem-1767 14 19 analysis analysis NOUN fbem-1767 14 20 and and CCONJ fbem-1767 14 21 results result NOUN fbem-1767 14 22 , , PUNCT fbem-1767 14 23 and and CCONJ fbem-1767 14 24 section section NOUN fbem-1767 14 25 6 6 NUM fbem-1767 14 26 concludes conclude VERB fbem-1767 14 27 with with ADP fbem-1767 14 28 a a DET fbem-1767 14 29 summary summary NOUN fbem-1767 14 30 of of ADP fbem-1767 14 31 the the DET fbem-1767 14 32 findings finding NOUN fbem-1767 14 33 . . PUNCT fbem-1767 15 1 2 2 X fbem-1767 15 2 . . X fbem-1767 15 3 literature literature NOUN fbem-1767 15 4 review review VERB fbem-1767 15 5 the the DET fbem-1767 15 6 impact impact NOUN fbem-1767 15 7 of of ADP fbem-1767 15 8 digital digital ADJ fbem-1767 15 9 inclusive inclusive ADJ fbem-1767 15 10 finance finance NOUN fbem-1767 15 11 on on ADP fbem-1767 15 12 income income NOUN fbem-1767 15 13 is be AUX fbem-1767 15 14 centered center VERB fbem-1767 15 15 around around ADP fbem-1767 15 16 the the DET fbem-1767 15 17 development development NOUN fbem-1767 15 18 of of ADP fbem-1767 15 19 digital digital ADJ fbem-1767 15 20 inclusive inclusive ADJ fbem-1767 15 21 finance finance NOUN fbem-1767 15 22 , , PUNCT fbem-1767 15 23 which which PRON fbem-1767 15 24 can can AUX fbem-1767 15 25 increase increase VERB fbem-1767 15 26 income income NOUN fbem-1767 15 27 , , PUNCT fbem-1767 15 28 and and CCONJ fbem-1767 15 29 the the DET fbem-1767 15 30 existence existence NOUN fbem-1767 15 31 of of ADP fbem-1767 15 32 a a DET fbem-1767 15 33 " " PUNCT fbem-1767 15 34 digital digital ADJ fbem-1767 15 35 and and CCONJ fbem-1767 15 36 information information NOUN fbem-1767 15 37 divide divide NOUN fbem-1767 15 38 " " PUNCT fbem-1767 15 39 that that PRON fbem-1767 15 40 exacerbates exacerbate VERB fbem-1767 15 41 the the DET fbem-1767 15 42 gap gap NOUN fbem-1767 15 43 between between ADP fbem-1767 15 44 rich rich ADJ fbem-1767 15 45 and and CCONJ fbem-1767 15 46 poor poor ADJ fbem-1767 15 47 . . PUNCT fbem-1767 16 1 zhang zhang PROPN fbem-1767 16 2 xun xun PROPN fbem-1767 16 3 et et PROPN fbem-1767 16 4 al al PROPN fbem-1767 16 5 . . PUNCT fbem-1767 17 1 ( ( PUNCT fbem-1767 17 2 2019)[1 2019)[1 NOUN fbem-1767 17 3 ] ] PUNCT fbem-1767 17 4 found find VERB fbem-1767 17 5 that that SCONJ fbem-1767 17 6 with with ADP fbem-1767 17 7 the the DET fbem-1767 17 8 third third ADJ fbem-1767 17 9 technological technological ADJ fbem-1767 17 10 revolution revolution NOUN fbem-1767 17 11 based base VERB fbem-1767 17 12 on on ADP fbem-1767 17 13 the the DET fbem-1767 17 14 internet internet NOUN fbem-1767 17 15 , , PUNCT fbem-1767 17 16 digital digital ADJ fbem-1767 17 17 finance finance NOUN fbem-1767 17 18 in in ADP fbem-1767 17 19 china china PROPN fbem-1767 17 20 not not PART fbem-1767 17 21 only only ADV fbem-1767 17 22 developed develop VERB fbem-1767 17 23 faster fast ADV fbem-1767 17 24 in in ADP fbem-1767 17 25 the the DET fbem-1767 17 26 lagging lag VERB fbem-1767 17 27 regions region NOUN fbem-1767 17 28 , , PUNCT fbem-1767 17 29 but but CCONJ fbem-1767 17 30 also also ADV fbem-1767 17 31 significantly significantly ADV fbem-1767 17 32 increased increase VERB fbem-1767 17 33 household household NOUN fbem-1767 17 34 income income NOUN fbem-1767 17 35 , , PUNCT fbem-1767 17 36 especially especially ADV fbem-1767 17 37 for for ADP fbem-1767 17 38 rural rural ADJ fbem-1767 17 39 low low ADJ fbem-1767 17 40 - - PUNCT fbem-1767 17 41 income income NOUN fbem-1767 17 42 groups group NOUN fbem-1767 17 43 , , PUNCT fbem-1767 17 44 suggesting suggest VERB fbem-1767 17 45 that that SCONJ fbem-1767 17 46 digital digital ADJ fbem-1767 17 47 development development NOUN fbem-1767 17 48 can can AUX fbem-1767 17 49 increase increase VERB fbem-1767 17 50 the the DET fbem-1767 17 51 accessibility accessibility NOUN fbem-1767 17 52 and and CCONJ fbem-1767 17 53 equity equity NOUN fbem-1767 17 54 of of ADP fbem-1767 17 55 social social ADJ fbem-1767 17 56 development development NOUN fbem-1767 17 57 for for ADP fbem-1767 17 58 residents resident NOUN fbem-1767 17 59 . . PUNCT fbem-1767 18 1 zuo zuo PROPN fbem-1767 18 2 xiaofan xiaofan PROPN fbem-1767 18 3 et et PROPN fbem-1767 18 4 al al PROPN fbem-1767 18 5 . . PROPN fbem-1767 19 1 ( ( PUNCT fbem-1767 19 2 2020)[2 2020)[2 X fbem-1767 19 3 ] ] PUNCT fbem-1767 19 4 found find VERB fbem-1767 19 5 that that SCONJ fbem-1767 19 6 internet internet NOUN fbem-1767 19 7 use use NOUN fbem-1767 19 8 had have VERB fbem-1767 19 9 a a DET fbem-1767 19 10 significant significant ADJ fbem-1767 19 11 income income NOUN fbem-1767 19 12 - - PUNCT fbem-1767 19 13 increasing increase VERB fbem-1767 19 14 effect effect NOUN fbem-1767 19 15 on on ADP fbem-1767 19 16 low low ADJ fbem-1767 19 17 - - PUNCT fbem-1767 19 18 income income NOUN fbem-1767 19 19 groups group NOUN fbem-1767 19 20 , , PUNCT fbem-1767 19 21 and and CCONJ fbem-1767 19 22 that that SCONJ fbem-1767 19 23 educational educational ADJ fbem-1767 19 24 human human ADJ fbem-1767 19 25 capital capital NOUN fbem-1767 19 26 , , PUNCT fbem-1767 19 27 social social ADJ fbem-1767 19 28 capital capital NOUN fbem-1767 19 29 and and CCONJ fbem-1767 19 30 non non ADJ fbem-1767 19 31 - - ADJ fbem-1767 19 32 farm farm ADJ fbem-1767 19 33 employment employment NOUN fbem-1767 19 34 were be AUX fbem-1767 19 35 the the DET fbem-1767 19 36 mediating mediate VERB fbem-1767 19 37 mechanisms mechanism NOUN fbem-1767 19 38 for for ADP fbem-1767 19 39 achieving achieve VERB fbem-1767 19 40 income income NOUN fbem-1767 19 41 growth growth NOUN fbem-1767 19 42 in in ADP fbem-1767 19 43 the the DET fbem-1767 19 44 digital digital ADJ fbem-1767 19 45 economy economy NOUN fbem-1767 19 46 . . PUNCT fbem-1767 20 1 wen wen PROPN fbem-1767 20 2 ruisong ruisong PROPN fbem-1767 20 3 ( ( PUNCT fbem-1767 20 4 2020)[3 2020)[3 PROPN fbem-1767 20 5 ] ] PUNCT fbem-1767 20 6 argues argue VERB fbem-1767 20 7 that that SCONJ fbem-1767 20 8 the the DET fbem-1767 20 9 internet internet NOUN fbem-1767 20 10 can can AUX fbem-1767 20 11 open open VERB fbem-1767 20 12 up up ADP fbem-1767 20 13 access access NOUN fbem-1767 20 14 to to ADP fbem-1767 20 15 information information NOUN fbem-1767 20 16 for for ADP fbem-1767 20 17 poor poor ADJ fbem-1767 20 18 people people NOUN fbem-1767 20 19 , , PUNCT fbem-1767 20 20 improve improve VERB fbem-1767 20 21 the the DET fbem-1767 20 22 ability ability NOUN fbem-1767 20 23 of of ADP fbem-1767 20 24 farmers farmer NOUN fbem-1767 20 25 to to PART fbem-1767 20 26 use use VERB fbem-1767 20 27 information information NOUN fbem-1767 20 28 to to PART fbem-1767 20 29 get get VERB fbem-1767 20 30 out out ADP fbem-1767 20 31 of of ADP fbem-1767 20 32 poverty poverty NOUN fbem-1767 20 33 and and CCONJ fbem-1767 20 34 get get VERB fbem-1767 20 35 rich rich ADJ fbem-1767 20 36 , , PUNCT fbem-1767 20 37 promote promote VERB fbem-1767 20 38 the the DET fbem-1767 20 39 development development NOUN fbem-1767 20 40 of of ADP fbem-1767 20 41 special special ADJ fbem-1767 20 42 industries industry NOUN fbem-1767 20 43 in in ADP fbem-1767 20 44 poor poor ADJ fbem-1767 20 45 areas area NOUN fbem-1767 20 46 , , PUNCT fbem-1767 20 47 and and CCONJ fbem-1767 20 48 stimulate stimulate VERB fbem-1767 20 49 the the DET fbem-1767 20 50 endogenous endogenous ADJ fbem-1767 20 51 power power NOUN fbem-1767 20 52 of of ADP fbem-1767 20 53 selfdevelopment selfdevelopment NOUN fbem-1767 20 54 in in ADP fbem-1767 20 55 poor poor ADJ fbem-1767 20 56 areas area NOUN fbem-1767 20 57 . . PUNCT fbem-1767 21 1 with with ADP fbem-1767 21 2 the the DET fbem-1767 21 3 development development NOUN fbem-1767 21 4 of of ADP fbem-1767 21 5 digital digital ADJ fbem-1767 21 6 economy economy NOUN fbem-1767 21 7 , , PUNCT fbem-1767 21 8 due due ADP fbem-1767 21 9 to to ADP fbem-1767 21 10 the the DET fbem-1767 21 11 differences difference NOUN fbem-1767 21 12 in in ADP fbem-1767 21 13 the the DET fbem-1767 21 14 possession possession NOUN fbem-1767 21 15 and and CCONJ fbem-1767 21 16 use use NOUN fbem-1767 21 17 of of ADP fbem-1767 21 18 new new ADJ fbem-1767 21 19 technologies technology NOUN fbem-1767 21 20 in in ADP fbem-1767 21 21 different different ADJ fbem-1767 21 22 regions region NOUN fbem-1767 21 23 , , PUNCT fbem-1767 21 24 classes class NOUN fbem-1767 21 25 and and CCONJ fbem-1767 21 26 industries industry NOUN fbem-1767 21 27 , , PUNCT fbem-1767 21 28 a a DET fbem-1767 21 29 " " PUNCT fbem-1767 21 30 digital digital ADJ fbem-1767 21 31 divide divide NOUN fbem-1767 21 32 " " PUNCT fbem-1767 21 33 will will AUX fbem-1767 21 34 emerge emerge VERB fbem-1767 21 35 , , PUNCT fbem-1767 21 36 and and CCONJ fbem-1767 21 37 information information NOUN fbem-1767 21 38 gap gap NOUN fbem-1767 21 39 and and CCONJ fbem-1767 21 40 the the DET fbem-1767 21 41 division division NOUN fbem-1767 21 42 between between ADP fbem-1767 21 43 rich rich ADJ fbem-1767 21 44 and and CCONJ fbem-1767 21 45 poor poor ADJ fbem-1767 21 46 will will AUX fbem-1767 21 47 emerge emerge VERB fbem-1767 21 48 , , PUNCT fbem-1767 21 49 with with ADP fbem-1767 21 50 poor poor ADJ fbem-1767 21 51 regions region NOUN fbem-1767 21 52 becoming become VERB fbem-1767 21 53 information information NOUN fbem-1767 21 54 islands island NOUN fbem-1767 21 55 , , PUNCT fbem-1767 21 56 making make VERB fbem-1767 21 57 it it PRON fbem-1767 21 58 increasingly increasingly ADV fbem-1767 21 59 difficult difficult ADJ fbem-1767 21 60 to to PART fbem-1767 21 61 catch catch VERB fbem-1767 21 62 up up ADP fbem-1767 21 63 with with ADP fbem-1767 21 64 developed develop VERB fbem-1767 21 65 regions region NOUN fbem-1767 21 66 and and CCONJ fbem-1767 21 67 increasing increase VERB fbem-1767 21 68 the the DET fbem-1767 21 69 sense sense NOUN fbem-1767 21 70 of of ADP fbem-1767 21 71 relative relative ADJ fbem-1767 21 72 deprivation deprivation NOUN fbem-1767 21 73 ( ( PUNCT fbem-1767 21 74 xie xie PROPN fbem-1767 21 75 jungui jungui PROPN fbem-1767 21 76 et et PROPN fbem-1767 21 77 al al PROPN fbem-1767 21 78 . . PROPN fbem-1767 21 79 , , PUNCT fbem-1767 21 80 2003)[4 2003)[4 NUM fbem-1767 21 81 ] ] PUNCT fbem-1767 21 82 . . PUNCT fbem-1767 22 1 the the DET fbem-1767 22 2 digital digital ADJ fbem-1767 22 3 divide divide NOUN fbem-1767 22 4 contributes contribute VERB fbem-1767 22 5 to to ADP fbem-1767 22 6 the the DET fbem-1767 22 7 further further ADJ fbem-1767 22 8 marginalization marginalization NOUN fbem-1767 22 9 and and CCONJ fbem-1767 22 10 impoverishment impoverishment NOUN fbem-1767 22 11 of of ADP fbem-1767 22 12 developing develop VERB fbem-1767 22 13 countries country NOUN fbem-1767 22 14 ( ( PUNCT fbem-1767 22 15 tan tan PROPN fbem-1767 22 16 , , PUNCT fbem-1767 22 17 2003)[5 2003)[5 NUM fbem-1767 22 18 ] ] PUNCT fbem-1767 22 19 , , PUNCT fbem-1767 22 20 and and CCONJ fbem-1767 22 21 li li PROPN fbem-1767 22 22 jin jin PROPN fbem-1767 22 23 ( ( PUNCT fbem-1767 22 24 2006)[6 2006)[6 PROPN fbem-1767 22 25 ] ] PUNCT fbem-1767 22 26 argues argue VERB fbem-1767 22 27 that that SCONJ fbem-1767 22 28 the the DET fbem-1767 22 29 " " PUNCT fbem-1767 22 30 digital digital ADJ fbem-1767 22 31 divide divide NOUN fbem-1767 22 32 " " PUNCT fbem-1767 22 33 is be AUX fbem-1767 22 34 a a DET fbem-1767 22 35 new new ADJ fbem-1767 22 36 kind kind NOUN fbem-1767 22 37 of of ADP fbem-1767 22 38 wealth wealth NOUN fbem-1767 22 39 gap gap NOUN fbem-1767 22 40 in in ADP fbem-1767 22 41 the the DET fbem-1767 22 42 information information NOUN fbem-1767 22 43 age age NOUN fbem-1767 22 44 , , PUNCT fbem-1767 22 45 and and CCONJ fbem-1767 22 46 the the DET fbem-1767 22 47 horse horse NOUN fbem-1767 22 48 - - PUNCT fbem-1767 22 49 trading trading NOUN fbem-1767 22 50 effect effect NOUN fbem-1767 22 51 caused cause VERB fbem-1767 22 52 by by ADP fbem-1767 22 53 the the DET fbem-1767 22 54 digital digital ADJ fbem-1767 22 55 divide divide NOUN fbem-1767 22 56 will will AUX fbem-1767 22 57 generate generate VERB fbem-1767 22 58 a a DET fbem-1767 22 59 series series NOUN fbem-1767 22 60 of of ADP fbem-1767 22 61 social social ADJ fbem-1767 22 62 problems problem NOUN fbem-1767 22 63 . . PUNCT fbem-1767 23 1 ai ai VERB fbem-1767 23 2 et et PROPN fbem-1767 23 3 al al PROPN fbem-1767 23 4 . . PUNCT fbem-1767 24 1 ( ( PUNCT fbem-1767 24 2 2022)[7 2022)[7 NOUN fbem-1767 24 3 ] ] PUNCT fbem-1767 24 4 found find VERB fbem-1767 24 5 that that SCONJ fbem-1767 24 6 digitalization digitalization NOUN fbem-1767 24 7 has have VERB fbem-1767 24 8 a a DET fbem-1767 24 9 significant significant ADJ fbem-1767 24 10 negative negative ADJ fbem-1767 24 11 relationship relationship NOUN fbem-1767 24 12 with with ADP fbem-1767 24 13 the the DET fbem-1767 24 14 incidence incidence NOUN fbem-1767 24 15 of of ADP fbem-1767 24 16 rural rural ADJ fbem-1767 24 17 poverty poverty NOUN fbem-1767 24 18 , , PUNCT fbem-1767 24 19 and and CCONJ fbem-1767 24 20 the the DET fbem-1767 24 21 mechanism mechanism NOUN fbem-1767 24 22 of of ADP fbem-1767 24 23 influence influence NOUN fbem-1767 24 24 is be AUX fbem-1767 24 25 that that SCONJ fbem-1767 24 26 digital digital ADJ fbem-1767 24 27 technology technology NOUN fbem-1767 24 28 can can AUX fbem-1767 24 29 affect affect VERB fbem-1767 24 30 poverty poverty NOUN fbem-1767 24 31 through through ADP fbem-1767 24 32 the the DET fbem-1767 24 33 channels channel NOUN fbem-1767 24 34 of of ADP fbem-1767 24 35 promoting promote VERB fbem-1767 24 36 household household NOUN fbem-1767 24 37 income income NOUN fbem-1767 24 38 and and CCONJ fbem-1767 24 39 weakening weaken VERB fbem-1767 24 40 the the DET fbem-1767 24 41 income income NOUN fbem-1767 24 42 gap gap NOUN fbem-1767 24 43 , , PUNCT fbem-1767 24 44 but but CCONJ fbem-1767 24 45 the the DET fbem-1767 24 46 digital digital ADJ fbem-1767 24 47 divide divide NOUN fbem-1767 24 48 caused cause VERB fbem-1767 24 49 by by ADP fbem-1767 24 50 the the DET fbem-1767 24 51 unequal unequal ADJ fbem-1767 24 52 allocation allocation NOUN fbem-1767 24 53 of of ADP fbem-1767 24 54 data datum NOUN fbem-1767 24 55 resources resource NOUN fbem-1767 24 56 may may AUX fbem-1767 24 57 widen widen VERB fbem-1767 24 58 the the DET fbem-1767 24 59 urban urban ADJ fbem-1767 24 60 - - PUNCT fbem-1767 24 61 rural rural ADJ fbem-1767 24 62 income income NOUN fbem-1767 24 63 gap gap NOUN fbem-1767 24 64 . . PUNCT fbem-1767 25 1 206 206 NUM fbem-1767 25 2 3 3 NUM fbem-1767 25 3 . . PUNCT fbem-1767 25 4 theoretical theoretical ADJ fbem-1767 25 5 mechanism mechanism NOUN fbem-1767 25 6 and and CCONJ fbem-1767 25 7 hypothesis hypothesis NOUN fbem-1767 25 8 ragnar ragnar PROPN fbem-1767 25 9 nurske nurske PROPN fbem-1767 25 10 ' ' PART fbem-1767 25 11 s s PART fbem-1767 25 12 vicious vicious ADJ fbem-1767 25 13 circle circle NOUN fbem-1767 25 14 theory theory NOUN fbem-1767 25 15 of of ADP fbem-1767 25 16 poverty[8 poverty[8 NOUN fbem-1767 25 17 ] ] PUNCT fbem-1767 25 18 argues argue VERB fbem-1767 25 19 that that SCONJ fbem-1767 25 20 the the DET fbem-1767 25 21 lack lack NOUN fbem-1767 25 22 of of ADP fbem-1767 25 23 capital capital NOUN fbem-1767 25 24 is be AUX fbem-1767 25 25 the the DET fbem-1767 25 26 key key ADJ fbem-1767 25 27 factor factor NOUN fbem-1767 25 28 that that PRON fbem-1767 25 29 hinders hinder VERB fbem-1767 25 30 the the DET fbem-1767 25 31 development development NOUN fbem-1767 25 32 of of ADP fbem-1767 25 33 developing develop VERB fbem-1767 25 34 countries country NOUN fbem-1767 25 35 . . PUNCT fbem-1767 26 1 due due ADP fbem-1767 26 2 to to ADP fbem-1767 26 3 the the DET fbem-1767 26 4 low low ADJ fbem-1767 26 5 level level NOUN fbem-1767 26 6 of of ADP fbem-1767 26 7 per per ADP fbem-1767 26 8 capita capita X fbem-1767 26 9 income income NOUN fbem-1767 26 10 in in ADP fbem-1767 26 11 developing develop VERB fbem-1767 26 12 countries country NOUN fbem-1767 26 13 , , PUNCT fbem-1767 26 14 both both CCONJ fbem-1767 26 15 the the DET fbem-1767 26 16 supply supply NOUN fbem-1767 26 17 of of ADP fbem-1767 26 18 funds fund NOUN fbem-1767 26 19 for for ADP fbem-1767 26 20 investment investment NOUN fbem-1767 26 21 ( ( PUNCT fbem-1767 26 22 savings saving NOUN fbem-1767 26 23 ) ) PUNCT fbem-1767 26 24 and and CCONJ fbem-1767 26 25 the the DET fbem-1767 26 26 demand demand NOUN fbem-1767 26 27 for for ADP fbem-1767 26 28 products product NOUN fbem-1767 26 29 ( ( PUNCT fbem-1767 26 30 consumption consumption NOUN fbem-1767 26 31 ) ) PUNCT fbem-1767 26 32 are be AUX fbem-1767 26 33 insufficient insufficient ADJ fbem-1767 26 34 , , PUNCT fbem-1767 26 35 which which PRON fbem-1767 26 36 limits limit VERB fbem-1767 26 37 capital capital NOUN fbem-1767 26 38 formation formation NOUN fbem-1767 26 39 and and CCONJ fbem-1767 26 40 keeps keep VERB fbem-1767 26 41 developing develop VERB fbem-1767 26 42 countries country NOUN fbem-1767 26 43 trapped trap VERB fbem-1767 26 44 in in ADP fbem-1767 26 45 a a DET fbem-1767 26 46 vicious vicious ADJ fbem-1767 26 47 circle circle NOUN fbem-1767 26 48 of of ADP fbem-1767 26 49 low low ADJ fbem-1767 26 50 income income NOUN fbem-1767 26 51 for for ADP fbem-1767 26 52 a a DET fbem-1767 26 53 long long ADJ fbem-1767 26 54 time time NOUN fbem-1767 26 55 . . PUNCT fbem-1767 27 1 in in ADP fbem-1767 27 2 contrast contrast NOUN fbem-1767 27 3 , , PUNCT fbem-1767 27 4 digital digital ADJ fbem-1767 27 5 inclusive inclusive ADJ fbem-1767 27 6 finance finance NOUN fbem-1767 27 7 offers offer VERB fbem-1767 27 8 the the DET fbem-1767 27 9 possibility possibility NOUN fbem-1767 27 10 of of ADP fbem-1767 27 11 capital capital NOUN fbem-1767 27 12 formation formation NOUN fbem-1767 27 13 , , PUNCT fbem-1767 27 14 and and CCONJ fbem-1767 27 15 therefore therefore ADV fbem-1767 27 16 , , PUNCT fbem-1767 27 17 the the DET fbem-1767 27 18 first first ADJ fbem-1767 27 19 hypothesis hypothesis NOUN fbem-1767 27 20 of of ADP fbem-1767 27 21 this this DET fbem-1767 27 22 paper paper NOUN fbem-1767 27 23 is be AUX fbem-1767 27 24 proposed propose VERB fbem-1767 27 25 h1 h1 NOUN fbem-1767 27 26 : : PUNCT fbem-1767 27 27 digital digital ADJ fbem-1767 27 28 inclusive inclusive ADJ fbem-1767 27 29 finance finance NOUN fbem-1767 27 30 can can AUX fbem-1767 27 31 promote promote VERB fbem-1767 27 32 the the DET fbem-1767 27 33 growth growth NOUN fbem-1767 27 34 of of ADP fbem-1767 27 35 rural rural ADJ fbem-1767 27 36 residents resident NOUN fbem-1767 27 37 ' ' PART fbem-1767 27 38 disposable disposable ADJ fbem-1767 27 39 income income NOUN fbem-1767 27 40 per per ADP fbem-1767 27 41 capita capita NOUN fbem-1767 27 42 . . PUNCT fbem-1767 28 1 digital digital ADJ fbem-1767 28 2 inclusive inclusive ADJ fbem-1767 28 3 finance finance NOUN fbem-1767 28 4 can can AUX fbem-1767 28 5 provide provide VERB fbem-1767 28 6 mobile mobile ADJ fbem-1767 28 7 payment payment NOUN fbem-1767 28 8 , , PUNCT fbem-1767 28 9 transfer transfer NOUN fbem-1767 28 10 and and CCONJ fbem-1767 28 11 savings saving NOUN fbem-1767 28 12 , , PUNCT fbem-1767 28 13 credit credit NOUN fbem-1767 28 14 , , PUNCT fbem-1767 28 15 finance finance NOUN fbem-1767 28 16 , , PUNCT fbem-1767 28 17 insurance insurance NOUN fbem-1767 28 18 and and CCONJ fbem-1767 28 19 other other ADJ fbem-1767 28 20 functions function NOUN fbem-1767 28 21 remotely remotely ADV fbem-1767 28 22 through through ADP fbem-1767 28 23 digital digital ADJ fbem-1767 28 24 technology technology NOUN fbem-1767 28 25 , , PUNCT fbem-1767 28 26 which which PRON fbem-1767 28 27 can can AUX fbem-1767 28 28 realize realize VERB fbem-1767 28 29 the the DET fbem-1767 28 30 flow flow NOUN fbem-1767 28 31 of of ADP fbem-1767 28 32 capital capital NOUN fbem-1767 28 33 and and CCONJ fbem-1767 28 34 other other ADJ fbem-1767 28 35 factors factor NOUN fbem-1767 28 36 of of ADP fbem-1767 28 37 production production NOUN fbem-1767 28 38 across across ADP fbem-1767 28 39 the the DET fbem-1767 28 40 limits limit NOUN fbem-1767 28 41 of of ADP fbem-1767 28 42 time time NOUN fbem-1767 28 43 and and CCONJ fbem-1767 28 44 space space NOUN fbem-1767 28 45 . . PUNCT fbem-1767 29 1 digital digital ADJ fbem-1767 29 2 inclusive inclusive ADJ fbem-1767 29 3 finance finance NOUN fbem-1767 29 4 provides provide VERB fbem-1767 29 5 capital capital NOUN fbem-1767 29 6 accumulation accumulation NOUN fbem-1767 29 7 for for ADP fbem-1767 29 8 the the DET fbem-1767 29 9 development development NOUN fbem-1767 29 10 of of ADP fbem-1767 29 11 micro micro PROPN fbem-1767 29 12 , , PUNCT fbem-1767 29 13 small small ADJ fbem-1767 29 14 and and CCONJ fbem-1767 29 15 medium medium ADJ fbem-1767 29 16 - - PUNCT fbem-1767 29 17 sized sized ADJ fbem-1767 29 18 enterprises enterprise NOUN fbem-1767 29 19 , , PUNCT fbem-1767 29 20 which which PRON fbem-1767 29 21 is be AUX fbem-1767 29 22 conducive conducive ADJ fbem-1767 29 23 to to ADP fbem-1767 29 24 promoting promote VERB fbem-1767 29 25 technological technological ADJ fbem-1767 29 26 innovation innovation NOUN fbem-1767 29 27 and and CCONJ fbem-1767 29 28 progress progress NOUN fbem-1767 29 29 of of ADP fbem-1767 29 30 industrial industrial ADJ fbem-1767 29 31 enterprises enterprise NOUN fbem-1767 29 32 , , PUNCT fbem-1767 29 33 creating create VERB fbem-1767 29 34 more more ADJ fbem-1767 29 35 jobs job NOUN fbem-1767 29 36 for for ADP fbem-1767 29 37 low low ADJ fbem-1767 29 38 - - PUNCT fbem-1767 29 39 income income NOUN fbem-1767 29 40 groups group NOUN fbem-1767 29 41 and and CCONJ fbem-1767 29 42 promoting promote VERB fbem-1767 29 43 the the DET fbem-1767 29 44 expansion expansion NOUN fbem-1767 29 45 of of ADP fbem-1767 29 46 agricultural agricultural ADJ fbem-1767 29 47 production production NOUN fbem-1767 29 48 activities activity NOUN fbem-1767 29 49 and and CCONJ fbem-1767 29 50 innovative innovative ADJ fbem-1767 29 51 development[9 development[9 ADJ fbem-1767 29 52 ] ] PUNCT fbem-1767 29 53 , , PUNCT fbem-1767 29 54 and and CCONJ fbem-1767 29 55 promoting promote VERB fbem-1767 29 56 local local ADJ fbem-1767 29 57 economic economic ADJ fbem-1767 29 58 and and CCONJ fbem-1767 29 59 income income NOUN fbem-1767 29 60 growth growth NOUN fbem-1767 29 61 . . PUNCT fbem-1767 30 1 accordingly accordingly ADV fbem-1767 30 2 , , PUNCT fbem-1767 30 3 the the DET fbem-1767 30 4 second second ADJ fbem-1767 30 5 hypothesis hypothesis NOUN fbem-1767 30 6 of of ADP fbem-1767 30 7 this this DET fbem-1767 30 8 paper paper NOUN fbem-1767 30 9 is be AUX fbem-1767 30 10 proposed propose VERB fbem-1767 30 11 h2 h2 NOUN fbem-1767 30 12 : : PUNCT fbem-1767 30 13 digital digital ADJ fbem-1767 30 14 inclusive inclusive ADJ fbem-1767 30 15 finance finance NOUN fbem-1767 30 16 raises raise VERB fbem-1767 30 17 rural rural ADJ fbem-1767 30 18 residents resident NOUN fbem-1767 30 19 ' ' PART fbem-1767 30 20 per per ADP fbem-1767 30 21 capita capita X fbem-1767 30 22 disposable disposable ADJ fbem-1767 30 23 income income NOUN fbem-1767 30 24 by by ADP fbem-1767 30 25 promoting promote VERB fbem-1767 30 26 innovation innovation NOUN fbem-1767 30 27 and and CCONJ fbem-1767 30 28 entrepreneurship entrepreneurship NOUN fbem-1767 30 29 whether whether SCONJ fbem-1767 30 30 the the DET fbem-1767 30 31 income income NOUN fbem-1767 30 32 growth growth NOUN fbem-1767 30 33 effect effect NOUN fbem-1767 30 34 of of ADP fbem-1767 30 35 digital digital ADJ fbem-1767 30 36 inclusive inclusive ADJ fbem-1767 30 37 finance finance NOUN fbem-1767 30 38 has have VERB fbem-1767 30 39 the the DET fbem-1767 30 40 nonlinear nonlinear ADJ fbem-1767 30 41 characteristics characteristic NOUN fbem-1767 30 42 of of ADP fbem-1767 30 43 the the DET fbem-1767 30 44 level level NOUN fbem-1767 30 45 of of ADP fbem-1767 30 46 digital digital ADJ fbem-1767 30 47 inclusive inclusive ADJ fbem-1767 30 48 finance finance NOUN fbem-1767 30 49 development development NOUN fbem-1767 30 50 is be AUX fbem-1767 30 51 verified verify VERB fbem-1767 30 52 by by ADP fbem-1767 30 53 constructing construct VERB fbem-1767 30 54 a a DET fbem-1767 30 55 panel panel NOUN fbem-1767 30 56 threshold threshold NOUN fbem-1767 30 57 model model NOUN fbem-1767 30 58 after after ADP fbem-1767 30 59 completing complete VERB fbem-1767 30 60 the the DET fbem-1767 30 61 above above ADJ fbem-1767 30 62 empirical empirical ADJ fbem-1767 30 63 study study NOUN fbem-1767 30 64 . . PUNCT fbem-1767 31 1 4 4 X fbem-1767 31 2 . . X fbem-1767 31 3 variable variable ADJ fbem-1767 31 4 selection selection NOUN fbem-1767 31 5 and and CCONJ fbem-1767 31 6 description description NOUN fbem-1767 31 7 of of ADP fbem-1767 31 8 the the DET fbem-1767 31 9 current current ADJ fbem-1767 31 10 situation situation NOUN fbem-1767 31 11 4.1 4.1 NUM fbem-1767 31 12 . . PUNCT fbem-1767 32 1 data datum NOUN fbem-1767 32 2 sources source NOUN fbem-1767 32 3 there there PRON fbem-1767 32 4 are be VERB fbem-1767 32 5 two two NUM fbem-1767 32 6 main main ADJ fbem-1767 32 7 sources source NOUN fbem-1767 32 8 of of ADP fbem-1767 32 9 primary primary ADJ fbem-1767 32 10 data datum NOUN fbem-1767 32 11 : : PUNCT fbem-1767 32 12 the the DET fbem-1767 32 13 data datum NOUN fbem-1767 32 14 required require VERB fbem-1767 32 15 for for ADP fbem-1767 32 16 the the DET fbem-1767 32 17 explanatory explanatory ADJ fbem-1767 32 18 variables variable NOUN fbem-1767 32 19 and and CCONJ fbem-1767 32 20 related related ADJ fbem-1767 32 21 control control NOUN fbem-1767 32 22 variables variable NOUN fbem-1767 32 23 of of ADP fbem-1767 32 24 the the DET fbem-1767 32 25 empirical empirical ADJ fbem-1767 32 26 model model NOUN fbem-1767 32 27 are be AUX fbem-1767 32 28 mainly mainly ADV fbem-1767 32 29 obtained obtain VERB fbem-1767 32 30 from from ADP fbem-1767 32 31 the the DET fbem-1767 32 32 china china PROPN fbem-1767 32 33 statistical statistical ADJ fbem-1767 32 34 yearbook yearbook NOUN fbem-1767 32 35 ; ; PUNCT fbem-1767 32 36 the the DET fbem-1767 32 37 data datum NOUN fbem-1767 32 38 of of ADP fbem-1767 32 39 digital digital ADJ fbem-1767 32 40 financial financial ADJ fbem-1767 32 41 inclusion inclusion NOUN fbem-1767 32 42 are be AUX fbem-1767 32 43 obtained obtain VERB fbem-1767 32 44 from from ADP fbem-1767 32 45 the the DET fbem-1767 32 46 digital digital ADJ fbem-1767 32 47 financial financial ADJ fbem-1767 32 48 inclusion inclusion NOUN fbem-1767 32 49 index index NOUN fbem-1767 32 50 of of ADP fbem-1767 32 51 peking peking PROPN fbem-1767 32 52 university[10 university[10 X fbem-1767 32 53 ] ] PUNCT fbem-1767 32 54 , , PUNCT fbem-1767 32 55 and and CCONJ fbem-1767 32 56 the the DET fbem-1767 32 57 time time NOUN fbem-1767 32 58 period period NOUN fbem-1767 32 59 of of ADP fbem-1767 32 60 the the DET fbem-1767 32 61 empirical empirical ADJ fbem-1767 32 62 study study NOUN fbem-1767 32 63 is be AUX fbem-1767 32 64 selected select VERB fbem-1767 32 65 as as ADP fbem-1767 32 66 2011 2011 NUM fbem-1767 32 67 - - SYM fbem-1767 32 68 2020 2020 NUM fbem-1767 32 69 according accord VERB fbem-1767 32 70 to to ADP fbem-1767 32 71 the the DET fbem-1767 32 72 above above ADV fbem-1767 32 73 - - PUNCT fbem-1767 32 74 mentioned mention VERB fbem-1767 32 75 report report NOUN fbem-1767 32 76 , , PUNCT fbem-1767 32 77 and and CCONJ fbem-1767 32 78 the the DET fbem-1767 32 79 research research NOUN fbem-1767 32 80 subjects subject NOUN fbem-1767 32 81 are be AUX fbem-1767 32 82 31 31 NUM fbem-1767 32 83 provinces province NOUN fbem-1767 32 84 ( ( PUNCT fbem-1767 32 85 autonomous autonomous ADJ fbem-1767 32 86 regions region NOUN fbem-1767 32 87 and and CCONJ fbem-1767 32 88 municipalities municipality NOUN fbem-1767 32 89 directly directly ADV fbem-1767 32 90 under under ADP fbem-1767 32 91 the the DET fbem-1767 32 92 central central ADJ fbem-1767 32 93 government government NOUN fbem-1767 32 94 , , PUNCT fbem-1767 32 95 and and CCONJ fbem-1767 32 96 the the DET fbem-1767 32 97 data datum NOUN fbem-1767 32 98 of of ADP fbem-1767 32 99 hong hong PROPN fbem-1767 32 100 kong kong PROPN fbem-1767 32 101 , , PUNCT fbem-1767 32 102 macao macao PROPN fbem-1767 32 103 special special ADJ fbem-1767 32 104 administrative administrative ADJ fbem-1767 32 105 region region NOUN fbem-1767 32 106 and and CCONJ fbem-1767 32 107 taiwan taiwan PROPN fbem-1767 32 108 are be AUX fbem-1767 32 109 not not PART fbem-1767 32 110 used use VERB fbem-1767 32 111 in in ADP fbem-1767 32 112 order order NOUN fbem-1767 32 113 to to PART fbem-1767 32 114 avoid avoid VERB fbem-1767 32 115 the the DET fbem-1767 32 116 reliability reliability NOUN fbem-1767 32 117 of of ADP fbem-1767 32 118 the the DET fbem-1767 32 119 empirical empirical ADJ fbem-1767 32 120 results result NOUN fbem-1767 32 121 due due ADP fbem-1767 32 122 to to ADP fbem-1767 32 123 missing miss VERB fbem-1767 32 124 data datum NOUN fbem-1767 32 125 ) ) PUNCT fbem-1767 32 126 , , PUNCT fbem-1767 32 127 with with ADP fbem-1767 32 128 a a DET fbem-1767 32 129 total total NOUN fbem-1767 32 130 of of ADP fbem-1767 32 131 310 310 NUM fbem-1767 32 132 samples sample NOUN fbem-1767 32 133 . . PUNCT fbem-1767 33 1 4.2 4.2 NUM fbem-1767 33 2 . . PUNCT fbem-1767 34 1 variable variable ADJ fbem-1767 34 2 selection selection NOUN fbem-1767 34 3 the the DET fbem-1767 34 4 explanatory explanatory ADJ fbem-1767 34 5 variable variable NOUN fbem-1767 34 6 is be AUX fbem-1767 34 7 the the DET fbem-1767 34 8 per per ADP fbem-1767 34 9 capita capita X fbem-1767 34 10 disposable disposable ADJ fbem-1767 34 11 income income NOUN fbem-1767 34 12 of of ADP fbem-1767 34 13 rural rural ADJ fbem-1767 34 14 residents resident NOUN fbem-1767 34 15 , , PUNCT fbem-1767 34 16 and and CCONJ fbem-1767 34 17 the the DET fbem-1767 34 18 core core ADJ fbem-1767 34 19 explanatory explanatory ADJ fbem-1767 34 20 variable variable NOUN fbem-1767 34 21 is be AUX fbem-1767 34 22 the the DET fbem-1767 34 23 composite composite ADJ fbem-1767 34 24 index index NOUN fbem-1767 34 25 ( ( PUNCT fbem-1767 34 26 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 34 27 ) ) PUNCT fbem-1767 34 28 in in ADP fbem-1767 34 29 the the DET fbem-1767 34 30 digital digital ADJ fbem-1767 34 31 inclusive inclusive ADJ fbem-1767 34 32 finance finance NOUN fbem-1767 34 33 index index NOUN fbem-1767 34 34 of of ADP fbem-1767 34 35 beihang beihang PROPN fbem-1767 34 36 university university PROPN fbem-1767 34 37 . . PUNCT fbem-1767 35 1 the the DET fbem-1767 35 2 panel panel NOUN fbem-1767 35 3 fixed fix VERB fbem-1767 35 4 effects effect NOUN fbem-1767 35 5 also also ADV fbem-1767 35 6 incorporate incorporate VERB fbem-1767 35 7 the the DET fbem-1767 35 8 breadth breadth NOUN fbem-1767 35 9 of of ADP fbem-1767 35 10 coverage coverage NOUN fbem-1767 35 11 ( ( PUNCT fbem-1767 35 12 π‘™π‘›π‘π‘œπ‘£π‘’π‘Ÿ π‘™π‘›π‘π‘œπ‘£π‘’π‘Ÿ NOUN fbem-1767 35 13 ) ) PUNCT fbem-1767 35 14 , , PUNCT fbem-1767 35 15 depth depth NOUN fbem-1767 35 16 of of ADP fbem-1767 35 17 use use NOUN fbem-1767 35 18 ( ( PUNCT fbem-1767 35 19 π‘™π‘›π‘‘π‘’π‘π‘‘β„Ž π‘™π‘›π‘‘π‘’π‘π‘‘β„Ž ADJ fbem-1767 35 20 ) ) PUNCT fbem-1767 35 21 and and CCONJ fbem-1767 35 22 digitization digitization NOUN fbem-1767 35 23 degree degree NOUN fbem-1767 35 24 index index NOUN fbem-1767 35 25 ( ( PUNCT fbem-1767 35 26 π‘™π‘›π‘‘π‘–π‘”π‘–π‘‘π‘Žπ‘™ π‘™π‘›π‘‘π‘–π‘”π‘–π‘‘π‘Žπ‘™ ADJ fbem-1767 35 27 ) ) PUNCT fbem-1767 35 28 of of ADP fbem-1767 35 29 the the DET fbem-1767 35 30 digital digital ADJ fbem-1767 35 31 inclusive inclusive ADJ fbem-1767 35 32 finance finance NOUN fbem-1767 35 33 index index NOUN fbem-1767 35 34 as as ADP fbem-1767 35 35 explanatory explanatory ADJ fbem-1767 35 36 variables variable NOUN fbem-1767 35 37 . . PUNCT fbem-1767 36 1 the the DET fbem-1767 36 2 control control NOUN fbem-1767 36 3 variables variable NOUN fbem-1767 36 4 were be AUX fbem-1767 36 5 selected select VERB fbem-1767 36 6 as as ADP fbem-1767 36 7 the the DET fbem-1767 36 8 level level NOUN fbem-1767 36 9 of of ADP fbem-1767 36 10 economic economic ADJ fbem-1767 36 11 development development NOUN fbem-1767 36 12 , , PUNCT fbem-1767 36 13 industrial industrial ADJ fbem-1767 36 14 structure structure NOUN fbem-1767 36 15 development development NOUN fbem-1767 36 16 , , PUNCT fbem-1767 36 17 level level NOUN fbem-1767 36 18 of of ADP fbem-1767 36 19 digital digital ADJ fbem-1767 36 20 infrastructure infrastructure NOUN fbem-1767 36 21 , , PUNCT fbem-1767 36 22 level level NOUN fbem-1767 36 23 of of ADP fbem-1767 36 24 consumption consumption NOUN fbem-1767 36 25 , , PUNCT fbem-1767 36 26 level level NOUN fbem-1767 36 27 of of ADP fbem-1767 36 28 infrastructure infrastructure NOUN fbem-1767 36 29 and and CCONJ fbem-1767 36 30 education education NOUN fbem-1767 36 31 . . PUNCT fbem-1767 37 1 the the DET fbem-1767 37 2 level level NOUN fbem-1767 37 3 of of ADP fbem-1767 37 4 economic economic ADJ fbem-1767 37 5 development development NOUN fbem-1767 37 6 ( ( PUNCT fbem-1767 37 7 π‘₯1 π‘₯1 NOUN fbem-1767 37 8 ) ) PUNCT fbem-1767 37 9 is be AUX fbem-1767 37 10 measured measure VERB fbem-1767 37 11 by by ADP fbem-1767 37 12 the the DET fbem-1767 37 13 gross gross ADJ fbem-1767 37 14 regional regional ADJ fbem-1767 37 15 product product NOUN fbem-1767 37 16 , , PUNCT fbem-1767 37 17 and and CCONJ fbem-1767 37 18 the the DET fbem-1767 37 19 sustained sustained ADJ fbem-1767 37 20 economic economic ADJ fbem-1767 37 21 growth growth NOUN fbem-1767 37 22 can can AUX fbem-1767 37 23 effectively effectively ADV fbem-1767 37 24 increase increase VERB fbem-1767 37 25 the the DET fbem-1767 37 26 income income NOUN fbem-1767 37 27 of of ADP fbem-1767 37 28 residents resident NOUN fbem-1767 37 29 ( ( PUNCT fbem-1767 37 30 zhang zhang X fbem-1767 37 31 et et PROPN fbem-1767 37 32 al al PROPN fbem-1767 37 33 . . PROPN fbem-1767 37 34 , , PUNCT fbem-1767 38 1 2021)[11 2021)[11 NUM fbem-1767 38 2 ] ] PUNCT fbem-1767 38 3 ; ; PUNCT fbem-1767 38 4 the the DET fbem-1767 38 5 level level NOUN fbem-1767 38 6 of of ADP fbem-1767 38 7 industrial industrial ADJ fbem-1767 38 8 structure structure NOUN fbem-1767 38 9 ( ( PUNCT fbem-1767 38 10 π‘₯2 π‘₯2 NOUN fbem-1767 38 11 ) ) PUNCT fbem-1767 38 12 is be AUX fbem-1767 38 13 measured measure VERB fbem-1767 38 14 using use VERB fbem-1767 38 15 the the DET fbem-1767 38 16 value value NOUN fbem-1767 38 17 added add VERB fbem-1767 38 18 of of ADP fbem-1767 38 19 the the DET fbem-1767 38 20 primary primary ADJ fbem-1767 38 21 industry industry NOUN fbem-1767 38 22 as as ADP fbem-1767 38 23 a a DET fbem-1767 38 24 proportion proportion NOUN fbem-1767 38 25 of of ADP fbem-1767 38 26 the the DET fbem-1767 38 27 annoyance annoyance NOUN fbem-1767 38 28 of of ADP fbem-1767 38 29 the the DET fbem-1767 38 30 gross gross ADJ fbem-1767 38 31 regional regional ADJ fbem-1767 38 32 product product NOUN fbem-1767 38 33 , , PUNCT fbem-1767 38 34 rural rural ADJ fbem-1767 38 35 residents resident NOUN fbem-1767 38 36 mainly mainly ADV fbem-1767 38 37 obtain obtain VERB fbem-1767 38 38 income income NOUN fbem-1767 38 39 through through ADP fbem-1767 38 40 agricultural agricultural ADJ fbem-1767 38 41 production production NOUN fbem-1767 38 42 and and CCONJ fbem-1767 38 43 business business NOUN fbem-1767 38 44 activities activity NOUN fbem-1767 38 45 , , PUNCT fbem-1767 38 46 and and CCONJ fbem-1767 38 47 the the PRON fbem-1767 38 48 higher high ADJ fbem-1767 38 49 the the DET fbem-1767 38 50 output output NOUN fbem-1767 38 51 value value NOUN fbem-1767 38 52 of of ADP fbem-1767 38 53 the the DET fbem-1767 38 54 primary primary ADJ fbem-1767 38 55 industry industry NOUN fbem-1767 38 56 , , PUNCT fbem-1767 38 57 the the PRON fbem-1767 38 58 higher high ADJ fbem-1767 38 59 the the DET fbem-1767 38 60 possibility possibility NOUN fbem-1767 38 61 of of ADP fbem-1767 38 62 rural rural ADJ fbem-1767 38 63 residents resident NOUN fbem-1767 38 64 to to PART fbem-1767 38 65 obtain obtain VERB fbem-1767 38 66 income income NOUN fbem-1767 38 67 growth growth NOUN fbem-1767 38 68 . . PUNCT fbem-1767 39 1 the the DET fbem-1767 39 2 level level NOUN fbem-1767 39 3 of of ADP fbem-1767 39 4 digital digital ADJ fbem-1767 39 5 infrastructure infrastructure NOUN fbem-1767 39 6 ( ( PUNCT fbem-1767 39 7 π‘₯3 π‘₯3 NOUN fbem-1767 39 8 ) ) PUNCT fbem-1767 39 9 is be AUX fbem-1767 39 10 measured measure VERB fbem-1767 39 11 using use VERB fbem-1767 39 12 internet internet NOUN fbem-1767 39 13 penetration penetration NOUN fbem-1767 39 14 , , PUNCT fbem-1767 39 15 and and CCONJ fbem-1767 39 16 internet internet NOUN fbem-1767 39 17 and and CCONJ fbem-1767 39 18 big big ADJ fbem-1767 39 19 data datum NOUN fbem-1767 39 20 technologies technology NOUN fbem-1767 39 21 can can AUX fbem-1767 39 22 not not PART fbem-1767 39 23 only only ADV fbem-1767 39 24 identify identify VERB fbem-1767 39 25 and and CCONJ fbem-1767 39 26 dynamically dynamically ADV fbem-1767 39 27 monitor monitor VERB fbem-1767 39 28 users user NOUN fbem-1767 39 29 easily easily ADV fbem-1767 39 30 and and CCONJ fbem-1767 39 31 quickly quickly ADV fbem-1767 39 32 , , PUNCT fbem-1767 39 33 but but CCONJ fbem-1767 39 34 also also ADV fbem-1767 39 35 promote promote VERB fbem-1767 39 36 the the DET fbem-1767 39 37 development development NOUN fbem-1767 39 38 of of ADP fbem-1767 39 39 new new ADJ fbem-1767 39 40 industries industry NOUN fbem-1767 39 41 such such ADJ fbem-1767 39 42 as as ADP fbem-1767 39 43 e e NOUN fbem-1767 39 44 - - NOUN fbem-1767 39 45 commerce commerce NOUN fbem-1767 39 46 , , PUNCT fbem-1767 39 47 cultivate cultivate VERB fbem-1767 39 48 the the DET fbem-1767 39 49 " " PUNCT fbem-1767 39 50 blood blood NOUN fbem-1767 39 51 generating generating NOUN fbem-1767 39 52 " " PUNCT fbem-1767 39 53 function function NOUN fbem-1767 39 54 of of ADP fbem-1767 39 55 farmers farmer NOUN fbem-1767 39 56 with with ADP fbem-1767 39 57 industrial industrial ADJ fbem-1767 39 58 development development NOUN fbem-1767 39 59 ( ( PUNCT fbem-1767 39 60 ruisong ruisong PROPN fbem-1767 39 61 wen wen PROPN fbem-1767 39 62 , , PUNCT fbem-1767 39 63 2022)[12 2022)[12 NOUN fbem-1767 39 64 ] ] PUNCT fbem-1767 39 65 , , PUNCT fbem-1767 39 66 and and CCONJ fbem-1767 39 67 help help VERB fbem-1767 39 68 alleviate alleviate VERB fbem-1767 39 69 the the DET fbem-1767 39 70 income income NOUN fbem-1767 39 71 gap gap NOUN fbem-1767 39 72 . . PUNCT fbem-1767 40 1 consumption consumption NOUN fbem-1767 40 2 ( ( PUNCT fbem-1767 40 3 π‘₯4 π‘₯4 PROPN fbem-1767 40 4 ) ) PUNCT fbem-1767 40 5 reflects reflect VERB fbem-1767 40 6 the the DET fbem-1767 40 7 level level NOUN fbem-1767 40 8 of of ADP fbem-1767 40 9 purchasing purchase VERB fbem-1767 40 10 power power NOUN fbem-1767 40 11 of of ADP fbem-1767 40 12 the the DET fbem-1767 40 13 region region NOUN fbem-1767 40 14 , , PUNCT fbem-1767 40 15 generally generally ADV fbem-1767 40 16 speaking speak VERB fbem-1767 40 17 , , PUNCT fbem-1767 40 18 the the PRON fbem-1767 40 19 higher high ADJ fbem-1767 40 20 the the DET fbem-1767 40 21 consumption consumption NOUN fbem-1767 40 22 , , PUNCT fbem-1767 40 23 the the PRON fbem-1767 40 24 higher high ADJ fbem-1767 40 25 the the DET fbem-1767 40 26 income income NOUN fbem-1767 40 27 and and CCONJ fbem-1767 40 28 standard standard NOUN fbem-1767 40 29 of of ADP fbem-1767 40 30 living living NOUN fbem-1767 40 31 of of ADP fbem-1767 40 32 the the DET fbem-1767 40 33 region region NOUN fbem-1767 40 34 ; ; PUNCT fbem-1767 40 35 the the DET fbem-1767 40 36 level level NOUN fbem-1767 40 37 of of ADP fbem-1767 40 38 infrastructure infrastructure NOUN fbem-1767 40 39 development development NOUN fbem-1767 40 40 ( ( PUNCT fbem-1767 40 41 x5 x5 PROPN fbem-1767 40 42 ) ) PUNCT fbem-1767 40 43 is be AUX fbem-1767 40 44 measured measure VERB fbem-1767 40 45 by by ADP fbem-1767 40 46 the the DET fbem-1767 40 47 number number NOUN fbem-1767 40 48 of of ADP fbem-1767 40 49 road road NOUN fbem-1767 40 50 miles mile NOUN fbem-1767 40 51 . . PUNCT fbem-1767 41 1 " " PUNCT fbem-1767 41 2 to to PART fbem-1767 41 3 get get VERB fbem-1767 41 4 rich rich ADJ fbem-1767 41 5 , , PUNCT fbem-1767 41 6 first first ADJ fbem-1767 41 7 build build NOUN fbem-1767 41 8 roads road NOUN fbem-1767 41 9 " " PUNCT fbem-1767 41 10 , , PUNCT fbem-1767 41 11 the the DET fbem-1767 41 12 improvement improvement NOUN fbem-1767 41 13 of of ADP fbem-1767 41 14 transportation transportation NOUN fbem-1767 41 15 infrastructure infrastructure NOUN fbem-1767 41 16 level level NOUN fbem-1767 41 17 can can AUX fbem-1767 41 18 reduce reduce VERB fbem-1767 41 19 the the DET fbem-1767 41 20 transportation transportation NOUN fbem-1767 41 21 cost cost NOUN fbem-1767 41 22 and and CCONJ fbem-1767 41 23 time time NOUN fbem-1767 41 24 cost cost NOUN fbem-1767 41 25 of of ADP fbem-1767 41 26 human human ADJ fbem-1767 41 27 capital capital NOUN fbem-1767 41 28 mobility mobility NOUN fbem-1767 41 29 , , PUNCT fbem-1767 41 30 and and CCONJ fbem-1767 41 31 promote promote VERB fbem-1767 41 32 factor factor NOUN fbem-1767 41 33 mobility mobility NOUN fbem-1767 41 34 to to ADP fbem-1767 41 35 areas area NOUN fbem-1767 41 36 with with ADP fbem-1767 41 37 higher high ADJ fbem-1767 41 38 income income NOUN fbem-1767 41 39 ( ( PUNCT fbem-1767 41 40 li li PROPN fbem-1767 41 41 dongkun dongkun PROPN fbem-1767 41 42 et et PROPN fbem-1767 41 43 al al PROPN fbem-1767 41 44 . . PROPN fbem-1767 41 45 , , PUNCT fbem-1767 41 46 2021)[13 2021)[13 NOUN fbem-1767 41 47 ] ] X fbem-1767 41 48 . . PUNCT fbem-1767 42 1 education education NOUN fbem-1767 42 2 status status NOUN fbem-1767 42 3 ( ( PUNCT fbem-1767 42 4 x6 x6 PROPN fbem-1767 42 5 ) ) PUNCT fbem-1767 42 6 is be AUX fbem-1767 42 7 measured measure VERB fbem-1767 42 8 using use VERB fbem-1767 42 9 years year NOUN fbem-1767 42 10 of of ADP fbem-1767 42 11 education education NOUN fbem-1767 42 12 , , PUNCT fbem-1767 42 13 and and CCONJ fbem-1767 42 14 higher high ADJ fbem-1767 42 15 human human ADJ fbem-1767 42 16 capital capital NOUN fbem-1767 42 17 represents represent VERB fbem-1767 42 18 a a DET fbem-1767 42 19 greater great ADJ fbem-1767 42 20 likelihood likelihood NOUN fbem-1767 42 21 of of ADP fbem-1767 42 22 higher high ADJ fbem-1767 42 23 income income NOUN fbem-1767 42 24 . . PUNCT fbem-1767 43 1 to to PART fbem-1767 43 2 reduce reduce VERB fbem-1767 43 3 errors error NOUN fbem-1767 43 4 associated associate VERB fbem-1767 43 5 with with ADP fbem-1767 43 6 the the DET fbem-1767 43 7 definition definition NOUN fbem-1767 43 8 of of ADP fbem-1767 43 9 indicators indicator NOUN fbem-1767 43 10 and and CCONJ fbem-1767 43 11 to to PART fbem-1767 43 12 ensure ensure VERB fbem-1767 43 13 data datum NOUN fbem-1767 43 14 stability stability NOUN fbem-1767 43 15 , , PUNCT fbem-1767 43 16 some some PRON fbem-1767 43 17 of of ADP fbem-1767 43 18 the the DET fbem-1767 43 19 indicators indicator NOUN fbem-1767 43 20 are be AUX fbem-1767 43 21 logarithmically logarithmically ADV fbem-1767 43 22 treated treat VERB fbem-1767 43 23 . . PUNCT fbem-1767 44 1 4.3 4.3 NUM fbem-1767 44 2 . . PUNCT fbem-1767 44 3 analysis analysis NOUN fbem-1767 44 4 of of ADP fbem-1767 44 5 the the DET fbem-1767 44 6 current current ADJ fbem-1767 44 7 situation situation NOUN fbem-1767 44 8 figure figure NOUN fbem-1767 44 9 1 1 NUM fbem-1767 44 10 depicts depict VERB fbem-1767 44 11 the the DET fbem-1767 44 12 per per ADP fbem-1767 44 13 capita capita X fbem-1767 44 14 disposable disposable ADJ fbem-1767 44 15 income income NOUN fbem-1767 44 16 of of ADP fbem-1767 44 17 rural rural ADJ fbem-1767 44 18 residents resident NOUN fbem-1767 44 19 and and CCONJ fbem-1767 44 20 the the DET fbem-1767 44 21 level level NOUN fbem-1767 44 22 of of ADP fbem-1767 44 23 digital digital ADJ fbem-1767 44 24 inclusive inclusive ADJ fbem-1767 44 25 finance finance NOUN fbem-1767 44 26 in in ADP fbem-1767 44 27 each each DET fbem-1767 44 28 province province NOUN fbem-1767 44 29 of of ADP fbem-1767 44 30 china china PROPN fbem-1767 44 31 in in ADP fbem-1767 44 32 2020 2020 NUM fbem-1767 44 33 , , PUNCT fbem-1767 44 34 from from ADP fbem-1767 44 35 which which PRON fbem-1767 44 36 it it PRON fbem-1767 44 37 can can AUX fbem-1767 44 38 be be AUX fbem-1767 44 39 seen see VERB fbem-1767 44 40 that that SCONJ fbem-1767 44 41 there there PRON fbem-1767 44 42 is be VERB fbem-1767 44 43 a a DET fbem-1767 44 44 strong strong ADJ fbem-1767 44 45 correlation correlation NOUN fbem-1767 44 46 between between ADP fbem-1767 44 47 the the DET fbem-1767 44 48 digital digital ADJ fbem-1767 44 49 inclusive inclusive ADJ fbem-1767 44 50 finance finance NOUN fbem-1767 44 51 index index NOUN fbem-1767 44 52 and and CCONJ fbem-1767 44 53 the the DET fbem-1767 44 54 level level NOUN fbem-1767 44 55 of of ADP fbem-1767 44 56 per per ADP fbem-1767 44 57 capita capita X fbem-1767 44 58 disposable disposable ADJ fbem-1767 44 59 income income NOUN fbem-1767 44 60 of of ADP fbem-1767 44 61 rural rural ADJ fbem-1767 44 62 residents resident NOUN fbem-1767 44 63 in in ADP fbem-1767 44 64 each each DET fbem-1767 44 65 region region NOUN fbem-1767 44 66 , , PUNCT fbem-1767 44 67 and and CCONJ fbem-1767 44 68 most most ADJ fbem-1767 44 69 regions region NOUN fbem-1767 44 70 with with ADP fbem-1767 44 71 a a DET fbem-1767 44 72 high high ADJ fbem-1767 44 73 digital digital ADJ fbem-1767 44 74 inclusive inclusive ADJ fbem-1767 44 75 finance finance NOUN fbem-1767 44 76 index index NOUN fbem-1767 44 77 also also ADV fbem-1767 44 78 have have VERB fbem-1767 44 79 a a DET fbem-1767 44 80 higher high ADJ fbem-1767 44 81 level level NOUN fbem-1767 44 82 of of ADP fbem-1767 44 83 per per ADP fbem-1767 44 84 capita capita X fbem-1767 44 85 disposable disposable ADJ fbem-1767 44 86 income income NOUN fbem-1767 44 87 of of ADP fbem-1767 44 88 rural rural ADJ fbem-1767 44 89 residents resident NOUN fbem-1767 44 90 , , PUNCT fbem-1767 44 91 and and CCONJ fbem-1767 44 92 regions region NOUN fbem-1767 44 93 with with ADP fbem-1767 44 94 a a DET fbem-1767 44 95 low low ADJ fbem-1767 44 96 digital digital ADJ fbem-1767 44 97 inclusive inclusive ADJ fbem-1767 44 98 finance finance NOUN fbem-1767 44 99 index index NOUN fbem-1767 44 100 also also ADV fbem-1767 44 101 have have VERB fbem-1767 44 102 a a DET fbem-1767 44 103 lower low ADJ fbem-1767 44 104 level level NOUN fbem-1767 44 105 of of ADP fbem-1767 44 106 per per ADP fbem-1767 44 107 capita capita X fbem-1767 44 108 disposable disposable ADJ fbem-1767 44 109 income income NOUN fbem-1767 44 110 of of ADP fbem-1767 44 111 rural rural ADJ fbem-1767 44 112 residents resident NOUN fbem-1767 44 113 . . PUNCT fbem-1767 45 1 for for ADP fbem-1767 45 2 example example NOUN fbem-1767 45 3 , , PUNCT fbem-1767 45 4 shanghai shanghai PROPN fbem-1767 45 5 's 's PART fbem-1767 45 6 digital digital ADJ fbem-1767 45 7 financial financial ADJ fbem-1767 45 8 inclusion inclusion NOUN fbem-1767 45 9 index index NOUN fbem-1767 45 10 is be AUX fbem-1767 45 11 432 432 NUM fbem-1767 45 12 , , PUNCT fbem-1767 45 13 which which PRON fbem-1767 45 14 is be AUX fbem-1767 45 15 in in ADP fbem-1767 45 16 the the DET fbem-1767 45 17 first first ADJ fbem-1767 45 18 place place NOUN fbem-1767 45 19 in in ADP fbem-1767 45 20 china china PROPN fbem-1767 45 21 , , PUNCT fbem-1767 45 22 and and CCONJ fbem-1767 45 23 shanghai shanghai PROPN fbem-1767 45 24 's 's PART fbem-1767 45 25 per per ADP fbem-1767 45 26 capita capita X fbem-1767 45 27 disposable disposable ADJ fbem-1767 45 28 income income NOUN fbem-1767 45 29 of of ADP fbem-1767 45 30 rural rural ADJ fbem-1767 45 31 residents resident NOUN fbem-1767 45 32 is be AUX fbem-1767 45 33 also also ADV fbem-1767 45 34 the the DET fbem-1767 45 35 highest high ADJ fbem-1767 45 36 in in ADP fbem-1767 45 37 china china PROPN fbem-1767 45 38 , , PUNCT fbem-1767 45 39 at at ADP fbem-1767 45 40 34,911 34,911 NUM fbem-1767 45 41 yuan yuan NOUN fbem-1767 45 42 ; ; PUNCT fbem-1767 45 43 while while SCONJ fbem-1767 45 44 gansu gansu PROPN fbem-1767 45 45 's 's PART fbem-1767 45 46 digital digital ADJ fbem-1767 45 47 financial financial ADJ fbem-1767 45 48 inclusion inclusion NOUN fbem-1767 45 49 index index NOUN fbem-1767 45 50 and and CCONJ fbem-1767 45 51 the the DET fbem-1767 45 52 level level NOUN fbem-1767 45 53 of of ADP fbem-1767 45 54 per per ADP fbem-1767 45 55 capita capita X fbem-1767 45 56 disposable disposable ADJ fbem-1767 45 57 income income NOUN fbem-1767 45 58 of of ADP fbem-1767 45 59 rural rural ADJ fbem-1767 45 60 residents resident NOUN fbem-1767 45 61 are be AUX fbem-1767 45 62 also also ADV fbem-1767 45 63 in in ADP fbem-1767 45 64 the the DET fbem-1767 45 65 last last ADJ fbem-1767 45 66 place place NOUN fbem-1767 45 67 in in ADP fbem-1767 45 68 china china PROPN fbem-1767 45 69 . . PUNCT fbem-1767 46 1 207 207 NUM fbem-1767 46 2 figure figure NOUN fbem-1767 46 3 1 1 NUM fbem-1767 46 4 . . PUNCT fbem-1767 47 1 digital digital PROPN fbem-1767 47 2 inclusive inclusive ADJ fbem-1767 47 3 finance finance NOUN fbem-1767 47 4 index index NOUN fbem-1767 47 5 and and CCONJ fbem-1767 47 6 per per ADP fbem-1767 47 7 capita capita X fbem-1767 47 8 disposable disposable ADJ fbem-1767 47 9 income income NOUN fbem-1767 47 10 of of ADP fbem-1767 47 11 rural rural ADJ fbem-1767 47 12 residents resident NOUN fbem-1767 47 13 by by ADP fbem-1767 47 14 region region NOUN fbem-1767 47 15 in in ADP fbem-1767 47 16 china china PROPN fbem-1767 47 17 in in ADP fbem-1767 47 18 2020 2020 NUM fbem-1767 47 19 table table NOUN fbem-1767 47 20 1 1 NUM fbem-1767 47 21 shows show VERB fbem-1767 47 22 the the DET fbem-1767 47 23 descriptive descriptive ADJ fbem-1767 47 24 statistics statistic NOUN fbem-1767 47 25 of of ADP fbem-1767 47 26 the the DET fbem-1767 47 27 main main ADJ fbem-1767 47 28 variables variable NOUN fbem-1767 47 29 . . PUNCT fbem-1767 48 1 the the DET fbem-1767 48 2 explained explain VERB fbem-1767 48 3 variable variable NOUN fbem-1767 48 4 is be AUX fbem-1767 48 5 the the DET fbem-1767 48 6 logarithm logarithm NOUN fbem-1767 48 7 of of ADP fbem-1767 48 8 the the DET fbem-1767 48 9 per per ADP fbem-1767 48 10 capita capita X fbem-1767 48 11 disposable disposable ADJ fbem-1767 48 12 income income NOUN fbem-1767 48 13 of of ADP fbem-1767 48 14 rural rural ADJ fbem-1767 48 15 residents resident NOUN fbem-1767 48 16 , , PUNCT fbem-1767 48 17 with with ADP fbem-1767 48 18 the the DET fbem-1767 48 19 mean mean ADJ fbem-1767 48 20 value value NOUN fbem-1767 48 21 of of ADP fbem-1767 48 22 9.349 9.349 NUM fbem-1767 48 23 , , PUNCT fbem-1767 48 24 the the DET fbem-1767 48 25 minimum minimum ADJ fbem-1767 48 26 value value NOUN fbem-1767 48 27 of of ADP fbem-1767 48 28 8.271 8.271 NUM fbem-1767 48 29 and and CCONJ fbem-1767 48 30 the the DET fbem-1767 48 31 maximum maximum ADJ fbem-1767 48 32 value value NOUN fbem-1767 48 33 of of ADP fbem-1767 48 34 10.46 10.46 NUM fbem-1767 48 35 . . PUNCT fbem-1767 49 1 the the DET fbem-1767 49 2 core core ADJ fbem-1767 49 3 explanatory explanatory ADJ fbem-1767 49 4 variable variable NOUN fbem-1767 49 5 is be AUX fbem-1767 49 6 the the DET fbem-1767 49 7 logarithm logarithm NOUN fbem-1767 49 8 of of ADP fbem-1767 49 9 the the DET fbem-1767 49 10 digital digital ADJ fbem-1767 49 11 inclusive inclusive PROPN fbem-1767 49 12 finance finance NOUN fbem-1767 49 13 index index NOUN fbem-1767 49 14 , , PUNCT fbem-1767 49 15 with with ADP fbem-1767 49 16 the the DET fbem-1767 49 17 mean mean ADJ fbem-1767 49 18 value value NOUN fbem-1767 49 19 of of ADP fbem-1767 49 20 5.212 5.212 NUM fbem-1767 49 21 , , PUNCT fbem-1767 49 22 the the DET fbem-1767 49 23 minimum minimum ADJ fbem-1767 49 24 value value NOUN fbem-1767 49 25 of of ADP fbem-1767 49 26 2.786 2.786 NUM fbem-1767 49 27 and and CCONJ fbem-1767 49 28 the the DET fbem-1767 49 29 maximum maximum ADJ fbem-1767 49 30 value value NOUN fbem-1767 49 31 of of ADP fbem-1767 49 32 6.068 6.068 NUM fbem-1767 49 33 . . PUNCT fbem-1767 50 1 the the DET fbem-1767 50 2 development development NOUN fbem-1767 50 3 level level NOUN fbem-1767 50 4 of of ADP fbem-1767 50 5 digital digital ADJ fbem-1767 50 6 inclusive inclusive ADJ fbem-1767 50 7 finance finance NOUN fbem-1767 50 8 in in ADP fbem-1767 50 9 different different ADJ fbem-1767 50 10 regions region NOUN fbem-1767 50 11 has have VERB fbem-1767 50 12 there there PRON fbem-1767 50 13 is be VERB fbem-1767 50 14 a a DET fbem-1767 50 15 certain certain ADJ fbem-1767 50 16 gap gap NOUN fbem-1767 50 17 in in ADP fbem-1767 50 18 the the DET fbem-1767 50 19 development development NOUN fbem-1767 50 20 level level NOUN fbem-1767 50 21 of of ADP fbem-1767 50 22 digital digital ADJ fbem-1767 50 23 inclusive inclusive ADJ fbem-1767 50 24 finance finance NOUN fbem-1767 50 25 in in ADP fbem-1767 50 26 different different ADJ fbem-1767 50 27 places place NOUN fbem-1767 50 28 . . PUNCT fbem-1767 51 1 the the DET fbem-1767 51 2 minimum minimum ADJ fbem-1767 51 3 value value NOUN fbem-1767 51 4 of of ADP fbem-1767 51 5 internet internet NOUN fbem-1767 51 6 penetration penetration NOUN fbem-1767 51 7 is be AUX fbem-1767 51 8 18.6 18.6 NUM fbem-1767 51 9 % % NOUN fbem-1767 51 10 , , PUNCT fbem-1767 51 11 the the DET fbem-1767 51 12 maximum maximum ADJ fbem-1767 51 13 value value NOUN fbem-1767 51 14 is be AUX fbem-1767 51 15 96 96 NUM fbem-1767 51 16 % % NOUN fbem-1767 51 17 , , PUNCT fbem-1767 51 18 and and CCONJ fbem-1767 51 19 there there PRON fbem-1767 51 20 is be VERB fbem-1767 51 21 a a DET fbem-1767 51 22 large large ADJ fbem-1767 51 23 gap gap NOUN fbem-1767 51 24 . . PUNCT fbem-1767 52 1 internet internet NOUN fbem-1767 52 2 penetration penetration NOUN fbem-1767 52 3 is be AUX fbem-1767 52 4 the the DET fbem-1767 52 5 basic basic ADJ fbem-1767 52 6 condition condition NOUN fbem-1767 52 7 for for ADP fbem-1767 52 8 the the DET fbem-1767 52 9 development development NOUN fbem-1767 52 10 of of ADP fbem-1767 52 11 digital digital ADJ fbem-1767 52 12 inclusive inclusive ADJ fbem-1767 52 13 finance finance NOUN fbem-1767 52 14 , , PUNCT fbem-1767 52 15 which which PRON fbem-1767 52 16 also also ADV fbem-1767 52 17 shows show VERB fbem-1767 52 18 that that SCONJ fbem-1767 52 19 there there PRON fbem-1767 52 20 is be VERB fbem-1767 52 21 a a DET fbem-1767 52 22 large large ADJ fbem-1767 52 23 gap gap NOUN fbem-1767 52 24 between between ADP fbem-1767 52 25 the the DET fbem-1767 52 26 development development NOUN fbem-1767 52 27 levels level NOUN fbem-1767 52 28 of of ADP fbem-1767 52 29 digital digital ADJ fbem-1767 52 30 inclusive inclusive ADJ fbem-1767 52 31 finance finance NOUN fbem-1767 52 32 in in ADP fbem-1767 52 33 different different ADJ fbem-1767 52 34 places place NOUN fbem-1767 52 35 . . PUNCT fbem-1767 53 1 table table NOUN fbem-1767 53 2 1 1 NUM fbem-1767 53 3 . . PUNCT fbem-1767 53 4 descriptive descriptive ADJ fbem-1767 53 5 statistics statistic NOUN fbem-1767 53 6 of of ADP fbem-1767 53 7 the the DET fbem-1767 53 8 main main ADJ fbem-1767 53 9 variables variable NOUN fbem-1767 53 10 variables variable NOUN fbem-1767 53 11 n n ADV fbem-1767 53 12 mean mean VERB fbem-1767 53 13 sd sd ADP fbem-1767 53 14 min min PROPN fbem-1767 53 15 max max PROPN fbem-1767 53 16 lnruralinc lnruralinc PROPN fbem-1767 53 17 310 310 NUM fbem-1767 53 18 9.349 9.349 NUM fbem-1767 53 19 0.414 0.414 NUM fbem-1767 53 20 8.271 8.271 NUM fbem-1767 53 21 10.46 10.46 NUM fbem-1767 53 22 lndfiic lndfiic NOUN fbem-1767 54 1 310 310 NUM fbem-1767 54 2 5.212 5.212 NUM fbem-1767 54 3 0.677 0.677 NUM fbem-1767 54 4 2.786 2.786 NUM fbem-1767 54 5 6.068 6.068 NUM fbem-1767 54 6 lncover lncover NOUN fbem-1767 54 7 310 310 NUM fbem-1767 54 8 5.060 5.060 NUM fbem-1767 54 9 0.844 0.844 NUM fbem-1767 54 10 0.673 0.673 NUM fbem-1767 54 11 5.984 5.984 NUM fbem-1767 54 12 lndepth lndepth ADJ fbem-1767 54 13 310 310 NUM fbem-1767 54 14 5.195 5.195 NUM fbem-1767 54 15 0.651 0.651 NUM fbem-1767 54 16 1.911 1.911 NUM fbem-1767 54 17 6.192 6.192 NUM fbem-1767 54 18 lndigital lndigital ADJ fbem-1767 54 19 310 310 NUM fbem-1767 54 20 5.510 5.510 NUM fbem-1767 54 21 0.698 0.698 NUM fbem-1767 54 22 2.026 2.026 NUM fbem-1767 54 23 6.136 6.136 NUM fbem-1767 54 24 x1 x1 PROPN fbem-1767 54 25 310 310 NUM fbem-1767 54 26 9.742 9.742 NUM fbem-1767 54 27 0.983 0.983 NUM fbem-1767 54 28 6.407 6.407 NUM fbem-1767 54 29 11.62 11.62 NUM fbem-1767 54 30 x2 x2 PROPN fbem-1767 54 31 310 310 NUM fbem-1767 54 32 9.652 9.652 NUM fbem-1767 54 33 5.063 5.063 NUM fbem-1767 54 34 0.243 0.243 NUM fbem-1767 54 35 26.10 26.10 NUM fbem-1767 54 36 x3 x3 PROPN fbem-1767 54 37 310 310 NUM fbem-1767 54 38 52.40 52.40 NUM fbem-1767 54 39 13.71 13.71 NUM fbem-1767 54 40 18.60 18.60 NUM fbem-1767 54 41 96 96 NUM fbem-1767 54 42 x4 x4 PROPN fbem-1767 54 43 310 310 NUM fbem-1767 54 44 9.291 9.291 NUM fbem-1767 54 45 2.300 2.300 NUM fbem-1767 54 46 5.600 5.600 NUM fbem-1767 54 47 19.06 19.06 NUM fbem-1767 54 48 x5 x5 NOUN fbem-1767 54 49 310 310 NUM fbem-1767 54 50 11.67 11.67 NUM fbem-1767 54 51 0.836 0.836 NUM fbem-1767 54 52 9.400 9.400 NUM fbem-1767 54 53 12.74 12.74 NUM fbem-1767 54 54 x6 x6 PROPN fbem-1767 54 55 310 310 NUM fbem-1767 54 56 9.169 9.169 NUM fbem-1767 54 57 1.082 1.082 NUM fbem-1767 54 58 4.666 4.666 NUM fbem-1767 54 59 12.88 12.88 NUM fbem-1767 54 60 5 5 NUM fbem-1767 54 61 . . PUNCT fbem-1767 54 62 empirical empirical ADJ fbem-1767 54 63 tests test NOUN fbem-1767 54 64 and and CCONJ fbem-1767 54 65 analysis analysis NOUN fbem-1767 54 66 5.1 5.1 NUM fbem-1767 54 67 . . PUNCT fbem-1767 55 1 model model NOUN fbem-1767 55 2 construction construction NOUN fbem-1767 55 3 for for ADP fbem-1767 55 4 hypothesis hypothesis NOUN fbem-1767 55 5 1 1 NUM fbem-1767 55 6 , , PUNCT fbem-1767 55 7 a a DET fbem-1767 55 8 panel panel NOUN fbem-1767 55 9 fixed fix VERB fbem-1767 55 10 effects effect NOUN fbem-1767 55 11 model model NOUN fbem-1767 55 12 is be AUX fbem-1767 55 13 set set VERB fbem-1767 55 14 as as ADP fbem-1767 55 15 in in ADP fbem-1767 55 16 equation equation NOUN fbem-1767 55 17 1 1 NUM fbem-1767 55 18 , , PUNCT fbem-1767 55 19 π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ PROPN fbem-1767 55 20 is be AUX fbem-1767 55 21 the the DET fbem-1767 55 22 dependent dependent ADJ fbem-1767 55 23 variable variable NOUN fbem-1767 55 24 , , PUNCT fbem-1767 55 25 𝑋 𝑋 PROPN fbem-1767 55 26 is be AUX fbem-1767 55 27 the the DET fbem-1767 55 28 explanatory explanatory ADJ fbem-1767 55 29 variable variable NOUN fbem-1767 55 30 , , PUNCT fbem-1767 55 31 including include VERB fbem-1767 55 32 the the DET fbem-1767 55 33 digital digital ADJ fbem-1767 55 34 financial financial ADJ fbem-1767 55 35 inclusion inclusion NOUN fbem-1767 55 36 index index NOUN fbem-1767 55 37 ( ( PUNCT fbem-1767 55 38 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 55 39 ) ) PUNCT fbem-1767 55 40 and and CCONJ fbem-1767 55 41 the the DET fbem-1767 55 42 lower low ADJ fbem-1767 55 43 three three NUM fbem-1767 55 44 dimensional dimensional ADJ fbem-1767 55 45 indicators indicator NOUN fbem-1767 55 46 ( ( PUNCT fbem-1767 55 47 π‘™π‘›π‘π‘œπ‘£π‘’π‘Ÿγ€π‘™π‘›π‘‘π‘’π‘π‘‘β„Žγ€π‘™π‘›π‘‘π‘–π‘”π‘–π‘‘π‘Žπ‘™ π‘™π‘›π‘π‘œπ‘£π‘’π‘Ÿγ€π‘™π‘›π‘‘π‘’π‘π‘‘β„Žγ€π‘™π‘›π‘‘π‘–π‘”π‘–π‘‘π‘Žπ‘™ PROPN fbem-1767 55 48 ) ) PUNCT fbem-1767 55 49 , , PUNCT fbem-1767 55 50 𝛼 𝛼 PROPN fbem-1767 55 51 is be AUX fbem-1767 55 52 the the DET fbem-1767 55 53 effect effect NOUN fbem-1767 55 54 of of ADP fbem-1767 55 55 the the DET fbem-1767 55 56 explanatory explanatory ADJ fbem-1767 55 57 variable variable NOUN fbem-1767 55 58 on on ADP fbem-1767 55 59 the the DET fbem-1767 55 60 dependent dependent ADJ fbem-1767 55 61 variable variable ADJ fbem-1767 55 62 coefficient coefficient NOUN fbem-1767 55 63 , , PUNCT fbem-1767 55 64 π‘₯ π‘₯ PROPN fbem-1767 55 65 denotes denote VERB fbem-1767 55 66 the the DET fbem-1767 55 67 control control NOUN fbem-1767 55 68 variable variable NOUN fbem-1767 55 69 , , PUNCT fbem-1767 55 70 𝛽 𝛽 NOUN fbem-1767 55 71 is be AUX fbem-1767 55 72 the the DET fbem-1767 55 73 coefficient coefficient NOUN fbem-1767 55 74 of of ADP fbem-1767 55 75 the the DET fbem-1767 55 76 effect effect NOUN fbem-1767 55 77 of of ADP fbem-1767 55 78 the the DET fbem-1767 55 79 control control NOUN fbem-1767 55 80 variable variable NOUN fbem-1767 55 81 on on ADP fbem-1767 55 82 the the DET fbem-1767 55 83 dependent dependent ADJ fbem-1767 55 84 variable variable NOUN fbem-1767 55 85 , , PUNCT fbem-1767 55 86 𝑖 𝑖 PRON fbem-1767 55 87 represents represent VERB fbem-1767 55 88 the the DET fbem-1767 55 89 region region NOUN fbem-1767 55 90 , , PUNCT fbem-1767 55 91 𝑑 𝑑 PROPN fbem-1767 55 92 represents represent VERB fbem-1767 55 93 the the DET fbem-1767 55 94 year year NOUN fbem-1767 55 95 , , PUNCT fbem-1767 55 96 𝑒 𝑒 NOUN fbem-1767 55 97 and and CCONJ fbem-1767 55 98 𝑒 𝑒 PRON fbem-1767 55 99 represent represent VERB fbem-1767 55 100 the the DET fbem-1767 55 101 sample sample NOUN fbem-1767 55 102 individual individual ADJ fbem-1767 55 103 fixed fix VERB fbem-1767 55 104 effects effect NOUN fbem-1767 55 105 and and CCONJ fbem-1767 55 106 time time NOUN fbem-1767 55 107 fixed fix VERB fbem-1767 55 108 effects effect NOUN fbem-1767 55 109 , , PUNCT fbem-1767 55 110 respectively respectively ADV fbem-1767 55 111 , , PUNCT fbem-1767 55 112 and and CCONJ fbem-1767 55 113 πœ€ πœ€ PROPN fbem-1767 55 114 denotes denote NOUN fbem-1767 55 115 the the DET fbem-1767 55 116 random random ADJ fbem-1767 55 117 error error NOUN fbem-1767 55 118 term term NOUN fbem-1767 55 119 . . PUNCT fbem-1767 56 1 π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ PROPN fbem-1767 57 1 𝛼 𝛼 NUM fbem-1767 57 2 𝛼 𝛼 NOUN fbem-1767 57 3 𝑋 𝑋 PROPN fbem-1767 57 4 𝛽π‘₯ 𝛽π‘₯ PROPN fbem-1767 57 5 𝑒 𝑒 PROPN fbem-1767 57 6 𝑒 𝑒 ADP fbem-1767 57 7 πœ€ πœ€ X fbem-1767 57 8 ( ( PUNCT fbem-1767 57 9 1 1 NUM fbem-1767 57 10 ) ) PUNCT fbem-1767 57 11 for for ADP fbem-1767 57 12 hypothesis hypothesis NOUN fbem-1767 57 13 2 2 NUM fbem-1767 57 14 , , PUNCT fbem-1767 57 15 digital digital ADJ fbem-1767 57 16 inclusive inclusive ADJ fbem-1767 57 17 financial financial ADJ fbem-1767 57 18 development development NOUN fbem-1767 57 19 increases increase VERB fbem-1767 57 20 rural rural ADJ fbem-1767 57 21 residents resident NOUN fbem-1767 57 22 ' ' PART fbem-1767 57 23 income income NOUN fbem-1767 57 24 by by ADP fbem-1767 57 25 promoting promote VERB fbem-1767 57 26 technological technological ADJ fbem-1767 57 27 progress progress NOUN fbem-1767 57 28 and and CCONJ fbem-1767 57 29 innovation innovation NOUN fbem-1767 57 30 , , PUNCT fbem-1767 57 31 a a DET fbem-1767 57 32 panel panel NOUN fbem-1767 57 33 mediation mediation NOUN fbem-1767 57 34 effect effect NOUN fbem-1767 57 35 model model NOUN fbem-1767 57 36 can can AUX fbem-1767 57 37 be be AUX fbem-1767 57 38 set set VERB fbem-1767 57 39 up up ADP fbem-1767 57 40 as as ADP fbem-1767 57 41 in in ADP fbem-1767 57 42 eqs eqs PROPN fbem-1767 57 43 . . PROPN fbem-1767 58 1 2 2 NUM fbem-1767 58 2 , , PUNCT fbem-1767 58 3 3 3 NUM fbem-1767 58 4 , , PUNCT fbem-1767 58 5 and and CCONJ fbem-1767 58 6 4 4 X fbem-1767 58 7 . . PUNCT fbem-1767 59 1 the the DET fbem-1767 59 2 conditions condition NOUN fbem-1767 59 3 for for ADP fbem-1767 59 4 hypothesis hypothesis NOUN fbem-1767 59 5 2 2 NUM fbem-1767 59 6 to to PART fbem-1767 59 7 hold hold VERB fbem-1767 59 8 are be AUX fbem-1767 59 9 : : PUNCT fbem-1767 59 10 𝛾 𝛾 NOUN fbem-1767 59 11 , , PUNCT fbem-1767 59 12 𝛿 𝛿 X fbem-1767 59 13 , , PUNCT fbem-1767 59 14 and and CCONJ fbem-1767 59 15 πœ– πœ– PROPN fbem-1767 59 16 are be AUX fbem-1767 59 17 significant significant ADJ fbem-1767 59 18 , , PUNCT fbem-1767 59 19 and and CCONJ fbem-1767 59 20 the the DET fbem-1767 59 21 significance significance NOUN fbem-1767 59 22 or or CCONJ fbem-1767 59 23 otherwise otherwise ADV fbem-1767 59 24 of of ADP fbem-1767 59 25 Ο΅_1 Ο΅_1 PROPN fbem-1767 59 26 determines determine VERB fbem-1767 59 27 the the DET fbem-1767 59 28 extent extent NOUN fbem-1767 59 29 of of ADP fbem-1767 59 30 the the DET fbem-1767 59 31 mediation mediation NOUN fbem-1767 59 32 effect effect NOUN fbem-1767 59 33 . . PUNCT fbem-1767 60 1 πœ– πœ– PROPN fbem-1767 60 2 is be AUX fbem-1767 60 3 significant significant ADJ fbem-1767 60 4 , , PUNCT fbem-1767 60 5 there there PRON fbem-1767 60 6 is be VERB fbem-1767 60 7 partial partial ADJ fbem-1767 60 8 mediation mediation NOUN fbem-1767 60 9 , , PUNCT fbem-1767 60 10 and and CCONJ fbem-1767 60 11 vice vice ADV fbem-1767 60 12 versa versa ADV fbem-1767 60 13 , , PUNCT fbem-1767 60 14 there there PRON fbem-1767 60 15 is be VERB fbem-1767 60 16 full full ADJ fbem-1767 60 17 mediation mediation NOUN fbem-1767 60 18 . . PUNCT fbem-1767 61 1 π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ PROPN fbem-1767 61 2 𝛾 𝛾 PUNCT fbem-1767 62 1 + + NOUN fbem-1767 62 2 𝛾 𝛾 NOUN fbem-1767 62 3 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 62 4 𝛽π‘₯ 𝛽π‘₯ PROPN fbem-1767 62 5 𝑒 𝑒 PROPN fbem-1767 62 6 𝑒 𝑒 X fbem-1767 62 7 + + PROPN fbem-1767 62 8 πœ€ πœ€ X fbem-1767 62 9 ( ( PUNCT fbem-1767 62 10 2 2 NUM fbem-1767 62 11 ) ) PUNCT fbem-1767 62 12 π‘–π‘›π‘›π‘œπ‘£π‘Žπ‘‘π‘–π‘œπ‘› π‘–π‘›π‘›π‘œπ‘£π‘Žπ‘‘π‘–π‘œπ‘› NOUN fbem-1767 63 1 𝛿 𝛿 PRON fbem-1767 63 2 + + ADJ fbem-1767 63 3 𝛿 𝛿 ADJ fbem-1767 63 4 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 63 5 𝛽π‘₯ 𝛽π‘₯ PROPN fbem-1767 63 6 𝑒 𝑒 PROPN fbem-1767 63 7 𝑒 𝑒 X fbem-1767 63 8 + + PROPN fbem-1767 63 9 πœ€ πœ€ X fbem-1767 63 10 ( ( PUNCT fbem-1767 63 11 3 3 NUM fbem-1767 63 12 ) ) PUNCT fbem-1767 63 13 π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ NOUN fbem-1767 63 14 πœ– πœ– PROPN fbem-1767 64 1 + + NOUN fbem-1767 64 2 πœ– πœ– X fbem-1767 64 3 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 X fbem-1767 64 4 πœ– πœ– PROPN fbem-1767 64 5 π‘–π‘›π‘›π‘œπ‘£π‘Žπ‘‘π‘–π‘œπ‘› π‘–π‘›π‘›π‘œπ‘£π‘Žπ‘‘π‘–π‘œπ‘› PROPN fbem-1767 64 6 𝛽π‘₯ 𝛽π‘₯ PROPN fbem-1767 64 7 𝑒 𝑒 PROPN fbem-1767 64 8 𝑒 𝑒 X fbem-1767 64 9 + + PROPN fbem-1767 64 10 πœ€ πœ€ X fbem-1767 64 11 ( ( PUNCT fbem-1767 64 12 4 4 NUM fbem-1767 64 13 ) ) PUNCT fbem-1767 64 14 the the DET fbem-1767 64 15 panel panel NOUN fbem-1767 64 16 threshold threshold NOUN fbem-1767 64 17 regression regression NOUN fbem-1767 64 18 model model NOUN fbem-1767 64 19 is be AUX fbem-1767 64 20 set set VERB fbem-1767 64 21 up up ADP fbem-1767 64 22 as as ADP fbem-1767 64 23 in in ADP fbem-1767 64 24 equation equation NOUN fbem-1767 64 25 5 5 NUM fbem-1767 64 26 , , PUNCT fbem-1767 64 27 the the DET fbem-1767 64 28 threshold threshold NOUN fbem-1767 64 29 variable variable NOUN fbem-1767 64 30 is be AUX fbem-1767 64 31 the the DET fbem-1767 64 32 digital digital ADJ fbem-1767 64 33 financial financial ADJ fbem-1767 64 34 inclusion inclusion PROPN fbem-1767 64 35 development development NOUN fbem-1767 64 36 index index PROPN fbem-1767 64 37 , , PUNCT fbem-1767 64 38 𝜏 𝜏 PROPN fbem-1767 64 39 is be AUX fbem-1767 64 40 the the DET fbem-1767 64 41 threshold threshold NOUN fbem-1767 64 42 value value NOUN fbem-1767 64 43 , , PUNCT fbem-1767 64 44 i i PRON fbem-1767 64 45 is be AUX fbem-1767 64 46 the the DET fbem-1767 64 47 indicative indicative ADJ fbem-1767 64 48 function function NOUN fbem-1767 64 49 , , PUNCT fbem-1767 64 50 and and CCONJ fbem-1767 64 51 the the DET fbem-1767 64 52 condition condition NOUN fbem-1767 64 53 in in ADP fbem-1767 64 54 parentheses parenthesis NOUN fbem-1767 64 55 is be AUX fbem-1767 64 56 418 418 NUM fbem-1767 64 57 361 361 NUM fbem-1767 64 58 323 323 NUM fbem-1767 64 59 326 326 NUM fbem-1767 64 60 309 309 NUM fbem-1767 64 61 326 326 NUM fbem-1767 64 62 308 308 NUM fbem-1767 64 63 306 306 NUM fbem-1767 64 64 432 432 NUM fbem-1767 64 65 382 382 NUM fbem-1767 64 66 407 407 NUM fbem-1767 64 67 350 350 NUM fbem-1767 64 68 380 380 NUM fbem-1767 64 69 341 341 NUM fbem-1767 64 70 348 348 NUM fbem-1767 64 71 341 341 NUM fbem-1767 64 72 359 359 NUM fbem-1767 64 73 332 332 NUM fbem-1767 64 74 380 380 NUM fbem-1767 64 75 325 325 NUM fbem-1767 64 76 344 344 NUM fbem-1767 64 77 345 345 NUM fbem-1767 64 78 335 335 NUM fbem-1767 64 79 308 308 NUM fbem-1767 64 80 318 318 NUM fbem-1767 64 81 311 311 NUM fbem-1767 64 82 342 342 NUM fbem-1767 64 83 305 305 NUM fbem-1767 64 84 298 298 NUM fbem-1767 64 85 310 310 NUM fbem-1767 64 86 308 308 NUM fbem-1767 64 87 0 0 NUM fbem-1767 64 88 50 50 NUM fbem-1767 64 89 100 100 NUM fbem-1767 64 90 150 150 NUM fbem-1767 64 91 200 200 NUM fbem-1767 64 92 250 250 NUM fbem-1767 64 93 300 300 NUM fbem-1767 64 94 350 350 NUM fbem-1767 64 95 400 400 NUM fbem-1767 64 96 450 450 NUM fbem-1767 64 97 500 500 NUM fbem-1767 64 98 0 0 NUM fbem-1767 64 99 5000 5000 NUM fbem-1767 64 100 10000 10000 NUM fbem-1767 64 101 15000 15000 NUM fbem-1767 64 102 20000 20000 NUM fbem-1767 64 103 25000 25000 NUM fbem-1767 64 104 30000 30000 NUM fbem-1767 64 105 35000 35000 NUM fbem-1767 64 106 40000 40000 NUM fbem-1767 64 107 b b NOUN fbem-1767 64 108 eijin eijin NOUN fbem-1767 64 109 g g PROPN fbem-1767 64 110 tian tian ADJ fbem-1767 64 111 jin jin PROPN fbem-1767 64 112 h h PROPN fbem-1767 64 113 eb eb PROPN fbem-1767 64 114 ei ei PROPN fbem-1767 64 115 sh sh PROPN fbem-1767 64 116 an an DET fbem-1767 64 117 xi xi NOUN fbem-1767 64 118 in in ADP fbem-1767 64 119 n n CCONJ fbem-1767 64 120 er er INTJ fbem-1767 64 121 m m NOUN fbem-1767 64 122 o o NOUN fbem-1767 64 123 n n CCONJ fbem-1767 64 124 g g NOUN fbem-1767 64 125 o o X fbem-1767 64 126 lia lia PROPN fbem-1767 64 127 liao liao PROPN fbem-1767 64 128 n n PROPN fbem-1767 64 129 in in ADP fbem-1767 64 130 g g PROPN fbem-1767 64 131 jilin jilin PROPN fbem-1767 64 132 h h PROPN fbem-1767 64 133 eilo eilo PROPN fbem-1767 64 134 n n CCONJ fbem-1767 64 135 g g PROPN fbem-1767 64 136 jian jian PROPN fbem-1767 64 137 g g PROPN fbem-1767 64 138 sh sh PROPN fbem-1767 65 1 an an DET fbem-1767 65 2 g g NOUN fbem-1767 65 3 h h NOUN fbem-1767 65 4 ai ai VERB fbem-1767 65 5 jian jian PROPN fbem-1767 65 6 g g PROPN fbem-1767 66 1 su su PROPN fbem-1767 66 2 z z PROPN fbem-1767 66 3 h h PROPN fbem-1767 66 4 ejian ejian PROPN fbem-1767 66 5 g g PROPN fbem-1767 66 6 a a PRON fbem-1767 66 7 n n NUM fbem-1767 66 8 h h NOUN fbem-1767 67 1 u u NOUN fbem-1767 67 2 i i NOUN fbem-1767 67 3 fu fu ADJ fbem-1767 68 1 jian jian PROPN fbem-1767 68 2 jian jian PROPN fbem-1767 68 3 g g PROPN fbem-1767 68 4 xi xi PROPN fbem-1767 68 5 sh sh PROPN fbem-1767 69 1 an an DET fbem-1767 69 2 d d X fbem-1767 69 3 o o NOUN fbem-1767 69 4 n n CCONJ fbem-1767 69 5 g g NOUN fbem-1767 69 6 h h NOUN fbem-1767 69 7 en en PROPN fbem-1767 69 8 an an DET fbem-1767 69 9 h h NOUN fbem-1767 69 10 u u NOUN fbem-1767 69 11 b b PROPN fbem-1767 69 12 ei ei INTJ fbem-1767 69 13 h h NOUN fbem-1767 69 14 u u PROPN fbem-1767 69 15 n n ADV fbem-1767 69 16 an an DET fbem-1767 69 17 g g NOUN fbem-1767 69 18 u u NOUN fbem-1767 69 19 an an DET fbem-1767 69 20 g g NOUN fbem-1767 69 21 d d X fbem-1767 69 22 o o NOUN fbem-1767 69 23 n n CCONJ fbem-1767 69 24 g g NOUN fbem-1767 69 25 g g PROPN fbem-1767 69 26 u u PROPN fbem-1767 69 27 an an DET fbem-1767 69 28 g g NOUN fbem-1767 69 29 xi xi INTJ fbem-1767 69 30 h h PROPN fbem-1767 69 31 ain ain PROPN fbem-1767 70 1 an an PRON fbem-1767 70 2 c c NOUN fbem-1767 70 3 h h NOUN fbem-1767 71 1 o o NOUN fbem-1767 72 1 n n CCONJ fbem-1767 72 2 g g NOUN fbem-1767 72 3 q q NOUN fbem-1767 72 4 in in ADP fbem-1767 72 5 g g PROPN fbem-1767 72 6 sich sich PROPN fbem-1767 72 7 u u PROPN fbem-1767 72 8 an an DET fbem-1767 72 9 g g NOUN fbem-1767 72 10 u u NOUN fbem-1767 72 11 izh izh ADJ fbem-1767 72 12 o o NOUN fbem-1767 72 13 u u NOUN fbem-1767 72 14 y y PROPN fbem-1767 72 15 u u PROPN fbem-1767 72 16 n n ADP fbem-1767 72 17 n n ADV fbem-1767 72 18 an an DET fbem-1767 72 19 tib tib NOUN fbem-1767 72 20 et et NOUN fbem-1767 72 21 sh sh INTJ fbem-1767 73 1 an an DET fbem-1767 73 2 xi xi ADP fbem-1767 73 3 g g PROPN fbem-1767 73 4 an an DET fbem-1767 73 5 su su NOUN fbem-1767 73 6 q q NOUN fbem-1767 73 7 in in ADP fbem-1767 73 8 g g PROPN fbem-1767 73 9 h h NOUN fbem-1767 73 10 ai ai VERB fbem-1767 73 11 n n ADV fbem-1767 73 12 in in ADP fbem-1767 73 13 g g PROPN fbem-1767 73 14 xia xia PROPN fbem-1767 73 15 x x PROPN fbem-1767 73 16 in in ADP fbem-1767 73 17 jian jian PROPN fbem-1767 73 18 g g PROPN fbem-1767 73 19 ruralinc（yuan ruralinc（yuan PROPN fbem-1767 73 20 οΌ‰ οΌ‰ PROPN fbem-1767 73 21 dfiic dfiic VERB fbem-1767 73 22 208 208 NUM fbem-1767 73 23 taken take VERB fbem-1767 73 24 as as ADP fbem-1767 73 25 1 1 NUM fbem-1767 73 26 when when SCONJ fbem-1767 73 27 it it PRON fbem-1767 73 28 is be AUX fbem-1767 73 29 satisfied satisfied ADJ fbem-1767 73 30 , , PUNCT fbem-1767 73 31 otherwise otherwise ADV fbem-1767 73 32 it it PRON fbem-1767 73 33 is be AUX fbem-1767 73 34 taken take VERB fbem-1767 73 35 as as ADP fbem-1767 73 36 0 0 NUM fbem-1767 73 37 . . PUNCT fbem-1767 74 1 π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ π‘™π‘›π‘Ÿπ‘’π‘Ÿπ‘Žπ‘™π‘–π‘›π‘ PROPN fbem-1767 74 2 πœ— πœ— NOUN fbem-1767 74 3 πœ— πœ— NOUN fbem-1767 74 4 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 74 5 βˆ™ βˆ™ PROPN fbem-1767 75 1 𝐼 𝐼 ADP fbem-1767 75 2 𝑑𝑓𝑖𝑖𝑐 𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 75 3 𝜏 𝜏 NOUN fbem-1767 75 4 πœ— πœ— NOUN fbem-1767 75 5 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 75 6 βˆ™ βˆ™ NOUN fbem-1767 75 7 𝐼 𝐼 ADP fbem-1767 75 8 𝜏 𝜏 PROPN fbem-1767 75 9 𝑑𝑓𝑖𝑖𝑐 𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 75 10 𝜏 𝜏 NOUN fbem-1767 75 11 β‹― β‹― NOUN fbem-1767 75 12 πœ— πœ— NOUN fbem-1767 75 13 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 𝑙𝑛𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 76 1 βˆ™ βˆ™ PROPN fbem-1767 76 2 𝐼 𝐼 ADP fbem-1767 76 3 𝜏 𝜏 PROPN fbem-1767 76 4 𝑑𝑓𝑖𝑖𝑐 𝑑𝑓𝑖𝑖𝑐 NOUN fbem-1767 76 5 𝛽π‘₯ 𝛽π‘₯ PROPN fbem-1767 76 6 𝑒 𝑒 PROPN fbem-1767 76 7 𝑒 𝑒 X fbem-1767 76 8 + + PROPN fbem-1767 76 9 πœ€ πœ€ X fbem-1767 76 10 ( ( PUNCT fbem-1767 76 11 5 5 NUM fbem-1767 76 12 ) ) PUNCT fbem-1767 76 13 5.2 5.2 NUM fbem-1767 76 14 . . PUNCT fbem-1767 77 1 empirical empirical ADJ fbem-1767 77 2 test test NOUN fbem-1767 77 3 after after ADP fbem-1767 77 4 confirming confirm VERB fbem-1767 77 5 the the DET fbem-1767 77 6 variables variable NOUN fbem-1767 77 7 , , PUNCT fbem-1767 77 8 it it PRON fbem-1767 77 9 is be AUX fbem-1767 77 10 necessary necessary ADJ fbem-1767 77 11 to to PART fbem-1767 77 12 choose choose VERB fbem-1767 77 13 whether whether SCONJ fbem-1767 77 14 to to PART fbem-1767 77 15 use use VERB fbem-1767 77 16 the the DET fbem-1767 77 17 mixed mixed ADJ fbem-1767 77 18 regression regression NOUN fbem-1767 77 19 model model NOUN fbem-1767 77 20 , , PUNCT fbem-1767 77 21 fixed fix VERB fbem-1767 77 22 effect effect NOUN fbem-1767 77 23 model model NOUN fbem-1767 77 24 or or CCONJ fbem-1767 77 25 random random ADJ fbem-1767 77 26 effect effect NOUN fbem-1767 77 27 model model NOUN fbem-1767 77 28 by by ADP fbem-1767 77 29 lm lm X fbem-1767 77 30 test test NOUN fbem-1767 77 31 and and CCONJ fbem-1767 77 32 hausman hausman ADJ fbem-1767 77 33 test test NOUN fbem-1767 77 34 respectively respectively ADV fbem-1767 77 35 . . PUNCT fbem-1767 78 1 the the DET fbem-1767 78 2 p p NOUN fbem-1767 78 3 - - PUNCT fbem-1767 78 4 values value NOUN fbem-1767 78 5 of of ADP fbem-1767 78 6 lm lm X fbem-1767 78 7 test test NOUN fbem-1767 78 8 and and CCONJ fbem-1767 78 9 hausman hausman ADJ fbem-1767 78 10 test test NOUN fbem-1767 78 11 are be AUX fbem-1767 78 12 significant significant ADJ fbem-1767 78 13 , , PUNCT fbem-1767 78 14 and and CCONJ fbem-1767 78 15 it it PRON fbem-1767 78 16 is be AUX fbem-1767 78 17 considered consider VERB fbem-1767 78 18 that that SCONJ fbem-1767 78 19 the the DET fbem-1767 78 20 random random ADJ fbem-1767 78 21 effect effect NOUN fbem-1767 78 22 model model NOUN fbem-1767 78 23 is be AUX fbem-1767 78 24 better well ADJ fbem-1767 78 25 than than ADP fbem-1767 78 26 the the DET fbem-1767 78 27 mixed mixed ADJ fbem-1767 78 28 regression regression NOUN fbem-1767 78 29 model model NOUN fbem-1767 78 30 and and CCONJ fbem-1767 78 31 the the DET fbem-1767 78 32 fixed fix VERB fbem-1767 78 33 effect effect NOUN fbem-1767 78 34 model model NOUN fbem-1767 78 35 is be AUX fbem-1767 78 36 better well ADJ fbem-1767 78 37 than than ADP fbem-1767 78 38 the the DET fbem-1767 78 39 random random ADJ fbem-1767 78 40 effect effect NOUN fbem-1767 78 41 model model NOUN fbem-1767 78 42 , , PUNCT fbem-1767 78 43 so so SCONJ fbem-1767 78 44 this this DET fbem-1767 78 45 paper paper NOUN fbem-1767 78 46 mainly mainly ADV fbem-1767 78 47 reports report VERB fbem-1767 78 48 the the DET fbem-1767 78 49 regression regression NOUN fbem-1767 78 50 results result NOUN fbem-1767 78 51 of of ADP fbem-1767 78 52 fixed fix VERB fbem-1767 78 53 effect effect NOUN fbem-1767 78 54 model model NOUN fbem-1767 78 55 for for ADP fbem-1767 78 56 analysis analysis NOUN fbem-1767 78 57 , , PUNCT fbem-1767 78 58 table table NOUN fbem-1767 78 59 2 2 NUM fbem-1767 78 60 the the DET fbem-1767 78 61 results result NOUN fbem-1767 78 62 of of ADP fbem-1767 78 63 mixed mixed ADJ fbem-1767 78 64 regression regression NOUN fbem-1767 78 65 model model NOUN fbem-1767 78 66 , , PUNCT fbem-1767 78 67 fixed fix VERB fbem-1767 78 68 effect effect NOUN fbem-1767 78 69 model model NOUN fbem-1767 78 70 and and CCONJ fbem-1767 78 71 random random ADJ fbem-1767 78 72 effect effect NOUN fbem-1767 78 73 model model NOUN fbem-1767 78 74 are be AUX fbem-1767 78 75 also also ADV fbem-1767 78 76 reported report VERB fbem-1767 78 77 . . PUNCT fbem-1767 79 1 5.3 5.3 NUM fbem-1767 79 2 . . PUNCT fbem-1767 79 3 analysis analysis NOUN fbem-1767 79 4 of of ADP fbem-1767 79 5 empirical empirical ADJ fbem-1767 79 6 results result NOUN fbem-1767 79 7 as as SCONJ fbem-1767 79 8 shown show VERB fbem-1767 79 9 in in ADP fbem-1767 79 10 table table NOUN fbem-1767 79 11 2 2 NUM fbem-1767 79 12 , , PUNCT fbem-1767 79 13 models model NOUN fbem-1767 79 14 1 1 NUM fbem-1767 79 15 - - SYM fbem-1767 79 16 2 2 NUM fbem-1767 79 17 , , PUNCT fbem-1767 79 18 3 3 NUM fbem-1767 79 19 - - SYM fbem-1767 79 20 4 4 NUM fbem-1767 79 21 , , PUNCT fbem-1767 79 22 and and CCONJ fbem-1767 79 23 5 5 NUM fbem-1767 79 24 - - SYM fbem-1767 79 25 6 6 NUM fbem-1767 79 26 show show VERB fbem-1767 79 27 the the DET fbem-1767 79 28 regression regression NOUN fbem-1767 79 29 results result NOUN fbem-1767 79 30 of of ADP fbem-1767 79 31 the the DET fbem-1767 79 32 mixed mixed ADJ fbem-1767 79 33 regression regression NOUN fbem-1767 79 34 model model NOUN fbem-1767 79 35 , , PUNCT fbem-1767 79 36 fixedeffects fixedeffect VERB fbem-1767 79 37 model model NOUN fbem-1767 79 38 , , PUNCT fbem-1767 79 39 and and CCONJ fbem-1767 79 40 random random ADJ fbem-1767 79 41 - - PUNCT fbem-1767 79 42 effects effect NOUN fbem-1767 79 43 model model NOUN fbem-1767 79 44 without without ADP fbem-1767 79 45 and and CCONJ fbem-1767 79 46 with with ADP fbem-1767 79 47 control control NOUN fbem-1767 79 48 variables variable NOUN fbem-1767 79 49 , , PUNCT fbem-1767 79 50 respectively respectively ADV fbem-1767 79 51 , , PUNCT fbem-1767 79 52 and and CCONJ fbem-1767 79 53 the the DET fbem-1767 79 54 results result NOUN fbem-1767 79 55 of of ADP fbem-1767 79 56 each each DET fbem-1767 79 57 regression regression NOUN fbem-1767 79 58 show show VERB fbem-1767 79 59 that that SCONJ fbem-1767 79 60 the the DET fbem-1767 79 61 development development NOUN fbem-1767 79 62 of of ADP fbem-1767 79 63 digital digital ADJ fbem-1767 79 64 inclusive inclusive ADJ fbem-1767 79 65 finance finance NOUN fbem-1767 79 66 can can AUX fbem-1767 79 67 significantly significantly ADV fbem-1767 79 68 contribute contribute VERB fbem-1767 79 69 to to ADP fbem-1767 79 70 the the DET fbem-1767 79 71 improvement improvement NOUN fbem-1767 79 72 of of ADP fbem-1767 79 73 rural rural ADJ fbem-1767 79 74 residents resident NOUN fbem-1767 79 75 ' ' PART fbem-1767 79 76 income income NOUN fbem-1767 79 77 . . PUNCT fbem-1767 80 1 after after ADP fbem-1767 80 2 adding add VERB fbem-1767 80 3 the the DET fbem-1767 80 4 control control NOUN fbem-1767 80 5 variables variable NOUN fbem-1767 80 6 , , PUNCT fbem-1767 80 7 the the DET fbem-1767 80 8 coefficients coefficient NOUN fbem-1767 80 9 all all PRON fbem-1767 80 10 decrease decrease VERB fbem-1767 80 11 slightly slightly ADV fbem-1767 80 12 , , PUNCT fbem-1767 80 13 but but CCONJ fbem-1767 80 14 are be AUX fbem-1767 80 15 still still ADV fbem-1767 80 16 positive positive ADJ fbem-1767 80 17 and and CCONJ fbem-1767 80 18 significant significant ADJ fbem-1767 80 19 . . PUNCT fbem-1767 81 1 the the DET fbem-1767 81 2 results result NOUN fbem-1767 81 3 of of ADP fbem-1767 81 4 model model NOUN fbem-1767 81 5 4 4 NUM fbem-1767 81 6 show show VERB fbem-1767 81 7 that that SCONJ fbem-1767 81 8 the the DET fbem-1767 81 9 regression regression NOUN fbem-1767 81 10 coefficient coefficient NOUN fbem-1767 81 11 of of ADP fbem-1767 81 12 digital digital ADJ fbem-1767 81 13 inclusive inclusive ADJ fbem-1767 81 14 financial financial ADJ fbem-1767 81 15 development development NOUN fbem-1767 81 16 on on ADP fbem-1767 81 17 rural rural ADJ fbem-1767 81 18 residents resident NOUN fbem-1767 81 19 ' ' PART fbem-1767 81 20 income income NOUN fbem-1767 81 21 is be AUX fbem-1767 81 22 0.127 0.127 NUM fbem-1767 81 23 , , PUNCT fbem-1767 81 24 which which PRON fbem-1767 81 25 passes pass VERB fbem-1767 81 26 the the DET fbem-1767 81 27 1 1 NUM fbem-1767 81 28 % % NOUN fbem-1767 81 29 significance significance NOUN fbem-1767 81 30 check check NOUN fbem-1767 81 31 , , PUNCT fbem-1767 81 32 which which PRON fbem-1767 81 33 indicates indicate VERB fbem-1767 81 34 that that SCONJ fbem-1767 81 35 , , PUNCT fbem-1767 81 36 on on ADP fbem-1767 81 37 the the DET fbem-1767 81 38 whole whole NOUN fbem-1767 81 39 , , PUNCT fbem-1767 81 40 a a DET fbem-1767 81 41 1 1 NUM fbem-1767 81 42 percentage percentage NOUN fbem-1767 81 43 point point NOUN fbem-1767 81 44 increase increase NOUN fbem-1767 81 45 in in ADP fbem-1767 81 46 digital digital ADJ fbem-1767 81 47 inclusive inclusive ADJ fbem-1767 81 48 finance finance NOUN fbem-1767 81 49 can can AUX fbem-1767 81 50 promote promote VERB fbem-1767 81 51 rural rural ADJ fbem-1767 81 52 residents resident NOUN fbem-1767 81 53 ' ' PART fbem-1767 81 54 income income NOUN fbem-1767 81 55 growth growth NOUN fbem-1767 81 56 by by ADP fbem-1767 81 57 12.7 12.7 NUM fbem-1767 81 58 % % NOUN fbem-1767 81 59 ; ; PUNCT fbem-1767 81 60 each each DET fbem-1767 81 61 unit unit NOUN fbem-1767 81 62 increase increase VERB fbem-1767 81 63 in in ADP fbem-1767 81 64 the the DET fbem-1767 81 65 level level NOUN fbem-1767 81 66 of of ADP fbem-1767 81 67 economic economic ADJ fbem-1767 81 68 development development NOUN fbem-1767 81 69 can can AUX fbem-1767 81 70 raise raise VERB fbem-1767 81 71 rural rural ADJ fbem-1767 81 72 residents resident NOUN fbem-1767 81 73 ' ' PART fbem-1767 81 74 income income NOUN fbem-1767 81 75 by by ADP fbem-1767 81 76 0.139 0.139 NUM fbem-1767 81 77 units unit NOUN fbem-1767 81 78 , , PUNCT fbem-1767 81 79 and and CCONJ fbem-1767 81 80 each each DET fbem-1767 81 81 unit unit NOUN fbem-1767 81 82 increase increase NOUN fbem-1767 81 83 in in ADP fbem-1767 81 84 road road NOUN fbem-1767 81 85 mileage mileage NOUN fbem-1767 81 86 can can AUX fbem-1767 81 87 promote promote VERB fbem-1767 81 88 the the DET fbem-1767 81 89 improvement improvement NOUN fbem-1767 81 90 of of ADP fbem-1767 81 91 transportation transportation NOUN fbem-1767 81 92 infrastructure infrastructure NOUN fbem-1767 81 93 is be AUX fbem-1767 81 94 conducive conducive ADJ fbem-1767 81 95 to to ADP fbem-1767 81 96 opening open VERB fbem-1767 81 97 up up ADP fbem-1767 81 98 the the DET fbem-1767 81 99 " " PUNCT fbem-1767 81 100 last last ADJ fbem-1767 81 101 mile mile NOUN fbem-1767 81 102 " " PUNCT fbem-1767 81 103 , , PUNCT fbem-1767 81 104 and and CCONJ fbem-1767 81 105 rural rural ADJ fbem-1767 81 106 residents resident NOUN fbem-1767 81 107 can can AUX fbem-1767 81 108 sell sell VERB fbem-1767 81 109 more more ADJ fbem-1767 81 110 agricultural agricultural ADJ fbem-1767 81 111 products product NOUN fbem-1767 81 112 to to ADP fbem-1767 81 113 big big ADJ fbem-1767 81 114 cities city NOUN fbem-1767 81 115 or or CCONJ fbem-1767 81 116 other other ADJ fbem-1767 81 117 regions region NOUN fbem-1767 81 118 in in ADP fbem-1767 81 119 the the DET fbem-1767 81 120 same same ADJ fbem-1767 81 121 region region NOUN fbem-1767 81 122 through through ADP fbem-1767 81 123 the the DET fbem-1767 81 124 development development NOUN fbem-1767 81 125 of of ADP fbem-1767 81 126 transportation transportation NOUN fbem-1767 81 127 and and CCONJ fbem-1767 81 128 logistics logistic NOUN fbem-1767 81 129 , , PUNCT fbem-1767 81 130 which which PRON fbem-1767 81 131 is be AUX fbem-1767 81 132 conducive conducive ADJ fbem-1767 81 133 to to ADP fbem-1767 81 134 expanding expand VERB fbem-1767 81 135 the the DET fbem-1767 81 136 sales sale NOUN fbem-1767 81 137 routes route NOUN fbem-1767 81 138 of of ADP fbem-1767 81 139 agricultural agricultural ADJ fbem-1767 81 140 products product NOUN fbem-1767 81 141 and and CCONJ fbem-1767 81 142 avoiding avoid VERB fbem-1767 81 143 the the DET fbem-1767 81 144 emergence emergence NOUN fbem-1767 81 145 of of ADP fbem-1767 81 146 " " PUNCT fbem-1767 81 147 supply supply NOUN fbem-1767 81 148 exceeds exceed NOUN fbem-1767 81 149 demand demand NOUN fbem-1767 81 150 " " PUNCT fbem-1767 81 151 and and CCONJ fbem-1767 81 152 " " PUNCT fbem-1767 81 153 demand demand NOUN fbem-1767 81 154 " " PUNCT fbem-1767 81 155 in in ADP fbem-1767 81 156 the the DET fbem-1767 81 157 local local ADJ fbem-1767 81 158 market market NOUN fbem-1767 81 159 . . PUNCT fbem-1767 82 1 this this PRON fbem-1767 82 2 is be AUX fbem-1767 82 3 conducive conducive ADJ fbem-1767 82 4 to to ADP fbem-1767 82 5 the the DET fbem-1767 82 6 expansion expansion NOUN fbem-1767 82 7 of of ADP fbem-1767 82 8 agricultural agricultural ADJ fbem-1767 82 9 products product NOUN fbem-1767 82 10 ' ' PART fbem-1767 82 11 marketing marketing NOUN fbem-1767 82 12 channels channel NOUN fbem-1767 82 13 and and CCONJ fbem-1767 82 14 the the DET fbem-1767 82 15 avoidance avoidance NOUN fbem-1767 82 16 of of ADP fbem-1767 82 17 the the DET fbem-1767 82 18 phenomena phenomenon NOUN fbem-1767 82 19 of of ADP fbem-1767 82 20 " " PUNCT fbem-1767 82 21 supply supply VERB fbem-1767 82 22 exceeding exceed VERB fbem-1767 82 23 demand demand NOUN fbem-1767 82 24 " " PUNCT fbem-1767 82 25 and and CCONJ fbem-1767 82 26 " " PUNCT fbem-1767 82 27 low low ADJ fbem-1767 82 28 price price NOUN fbem-1767 82 29 hurting hurt VERB fbem-1767 82 30 farmers farmer NOUN fbem-1767 82 31 " " PUNCT fbem-1767 82 32 in in ADP fbem-1767 82 33 the the DET fbem-1767 82 34 local local ADJ fbem-1767 82 35 market market NOUN fbem-1767 82 36 . . PUNCT fbem-1767 83 1 table table NOUN fbem-1767 83 2 2 2 NUM fbem-1767 83 3 . . PUNCT fbem-1767 83 4 full full ADJ fbem-1767 83 5 - - PUNCT fbem-1767 83 6 sample sample NOUN fbem-1767 83 7 regression regression NOUN fbem-1767 83 8 results result NOUN fbem-1767 83 9 ( ( PUNCT fbem-1767 83 10 1 1 NUM fbem-1767 83 11 ) ) PUNCT fbem-1767 83 12 ( ( PUNCT fbem-1767 83 13 2 2 NUM fbem-1767 83 14 ) ) PUNCT fbem-1767 83 15 ( ( PUNCT fbem-1767 83 16 3 3 X fbem-1767 83 17 ) ) PUNCT fbem-1767 83 18 ( ( PUNCT fbem-1767 83 19 4 4 NUM fbem-1767 83 20 ) ) PUNCT fbem-1767 83 21 ( ( PUNCT fbem-1767 83 22 5 5 NUM fbem-1767 83 23 ) ) PUNCT fbem-1767 83 24 ( ( PUNCT fbem-1767 83 25 6 6 X fbem-1767 83 26 ) ) PUNCT fbem-1767 83 27 variables variable NOUN fbem-1767 83 28 pols1 pols1 ADJ fbem-1767 83 29 pols2 pols2 PROPN fbem-1767 83 30 fe1 fe1 PROPN fbem-1767 83 31 fe2 fe2 PROPN fbem-1767 83 32 re1 re1 PROPN fbem-1767 83 33 re2 re2 PROPN fbem-1767 83 34 lndfiic lndfiic PROPN fbem-1767 84 1 0.463 0.463 NUM fbem-1767 84 2 * * PUNCT fbem-1767 84 3 * * PUNCT fbem-1767 84 4 * * PUNCT fbem-1767 84 5 0.256 0.256 NUM fbem-1767 84 6 * * PUNCT fbem-1767 84 7 * * PUNCT fbem-1767 84 8 * * PUNCT fbem-1767 84 9 0.162 0.162 NUM fbem-1767 84 10 * * PUNCT fbem-1767 84 11 * * PUNCT fbem-1767 84 12 * * PUNCT fbem-1767 84 13 0.127 0.127 NUM fbem-1767 84 14 * * PUNCT fbem-1767 84 15 * * PUNCT fbem-1767 84 16 * * PUNCT fbem-1767 84 17 0.180 0.180 NUM fbem-1767 84 18 * * PUNCT fbem-1767 84 19 * * PUNCT fbem-1767 84 20 * * PUNCT fbem-1767 84 21 0.147 0.147 NUM fbem-1767 84 22 * * PUNCT fbem-1767 84 23 * * PUNCT fbem-1767 84 24 * * PUNCT fbem-1767 84 25 ( ( PUNCT fbem-1767 84 26 19.32 19.32 NUM fbem-1767 84 27 ) ) PUNCT fbem-1767 84 28 ( ( PUNCT fbem-1767 84 29 13.53 13.53 NUM fbem-1767 84 30 ) ) PUNCT fbem-1767 84 31 ( ( PUNCT fbem-1767 84 32 6.05 6.05 NUM fbem-1767 84 33 ) ) PUNCT fbem-1767 84 34 ( ( PUNCT fbem-1767 84 35 4.45 4.45 NUM fbem-1767 84 36 ) ) PUNCT fbem-1767 84 37 ( ( PUNCT fbem-1767 84 38 6.70 6.70 NUM fbem-1767 84 39 ) ) PUNCT fbem-1767 84 40 ( ( PUNCT fbem-1767 84 41 4.76 4.76 NUM fbem-1767 84 42 ) ) PUNCT fbem-1767 84 43 x1 x1 NOUN fbem-1767 84 44 0.231 0.231 NUM fbem-1767 84 45 * * PUNCT fbem-1767 84 46 * * PUNCT fbem-1767 84 47 * * NOUN fbem-1767 84 48 0.139 0.139 NUM fbem-1767 84 49 * * PUNCT fbem-1767 84 50 * * PUNCT fbem-1767 84 51 * * PUNCT fbem-1767 84 52 0.147 0.147 NUM fbem-1767 84 53 * * PUNCT fbem-1767 84 54 * * PUNCT fbem-1767 84 55 * * PUNCT fbem-1767 84 56 ( ( PUNCT fbem-1767 84 57 12.04 12.04 NUM fbem-1767 84 58 ) ) PUNCT fbem-1767 84 59 ( ( PUNCT fbem-1767 84 60 4.77 4.77 NUM fbem-1767 84 61 ) ) PUNCT fbem-1767 84 62 ( ( PUNCT fbem-1767 84 63 5.25 5.25 NUM fbem-1767 84 64 ) ) PUNCT fbem-1767 84 65 x2 x2 NOUN fbem-1767 84 66 0.003 0.003 NUM fbem-1767 84 67 0.001 0.001 NUM fbem-1767 84 68 -0.002 -0.002 PUNCT fbem-1767 84 69 ( ( PUNCT fbem-1767 84 70 1.09 1.09 NUM fbem-1767 84 71 ) ) PUNCT fbem-1767 84 72 ( ( PUNCT fbem-1767 84 73 0.54 0.54 NUM fbem-1767 84 74 ) ) PUNCT fbem-1767 84 75 ( ( PUNCT fbem-1767 84 76 -0.66 -0.66 X fbem-1767 84 77 ) ) PUNCT fbem-1767 84 78 x3 x3 NOUN fbem-1767 84 79 0.009 0.009 NUM fbem-1767 84 80 * * PUNCT fbem-1767 84 81 * * PUNCT fbem-1767 84 82 * * PUNCT fbem-1767 84 83 0.000 0.000 NUM fbem-1767 84 84 0.001 0.001 NUM fbem-1767 84 85 * * PUNCT fbem-1767 84 86 * * PUNCT fbem-1767 84 87 * * PUNCT fbem-1767 84 88 ( ( PUNCT fbem-1767 84 89 9.61 9.61 NUM fbem-1767 84 90 ) ) PUNCT fbem-1767 84 91 ( ( PUNCT fbem-1767 84 92 0.94 0.94 NUM fbem-1767 84 93 ) ) PUNCT fbem-1767 84 94 ( ( PUNCT fbem-1767 84 95 2.90 2.90 NUM fbem-1767 84 96 ) ) PUNCT fbem-1767 84 97 x4 x4 NOUN fbem-1767 84 98 -0.010 -0.010 PROPN fbem-1767 84 99 * * PUNCT fbem-1767 84 100 * * PUNCT fbem-1767 84 101 * * PUNCT fbem-1767 84 102 0.003 0.003 NUM fbem-1767 84 103 * * PUNCT fbem-1767 84 104 * * X fbem-1767 84 105 0.001 0.001 NUM fbem-1767 84 106 ( ( PUNCT fbem-1767 84 107 -2.96 -2.96 NOUN fbem-1767 84 108 ) ) PUNCT fbem-1767 84 109 ( ( PUNCT fbem-1767 84 110 2.15 2.15 NUM fbem-1767 84 111 ) ) PUNCT fbem-1767 84 112 ( ( PUNCT fbem-1767 84 113 0.37 0.37 NUM fbem-1767 84 114 ) ) PUNCT fbem-1767 84 115 x5 x5 NOUN fbem-1767 84 116 -0.218 -0.218 NOUN fbem-1767 84 117 * * PUNCT fbem-1767 84 118 * * PUNCT fbem-1767 84 119 * * PUNCT fbem-1767 84 120 0.107 0.107 NUM fbem-1767 84 121 * * PUNCT fbem-1767 84 122 * * PUNCT fbem-1767 84 123 -0.100 -0.100 PUNCT fbem-1767 84 124 * * PUNCT fbem-1767 84 125 * * PUNCT fbem-1767 84 126 * * PUNCT fbem-1767 84 127 ( ( PUNCT fbem-1767 84 128 -11.31 -11.31 PROPN fbem-1767 84 129 ) ) PUNCT fbem-1767 84 130 ( ( PUNCT fbem-1767 84 131 2.55 2.55 NUM fbem-1767 84 132 ) ) PUNCT fbem-1767 84 133 ( ( PUNCT fbem-1767 84 134 -2.78 -2.78 NOUN fbem-1767 84 135 ) ) PUNCT fbem-1767 84 136 x6 x6 NOUN fbem-1767 84 137 -0.037 -0.037 PROPN fbem-1767 84 138 * * PUNCT fbem-1767 84 139 * * PUNCT fbem-1767 84 140 0.013 0.013 NUM fbem-1767 84 141 0.032 0.032 NUM fbem-1767 84 142 * * PUNCT fbem-1767 84 143 * * PUNCT fbem-1767 84 144 * * PUNCT fbem-1767 84 145 ( ( PUNCT fbem-1767 84 146 -2.45 -2.45 NUM fbem-1767 84 147 ) ) PUNCT fbem-1767 84 148 ( ( PUNCT fbem-1767 84 149 0.92 0.92 NUM fbem-1767 84 150 ) ) PUNCT fbem-1767 84 151 ( ( PUNCT fbem-1767 84 152 3.06 3.06 NUM fbem-1767 84 153 ) ) PUNCT fbem-1767 84 154 constant constant ADJ fbem-1767 84 155 6.937 6.937 NUM fbem-1767 84 156 * * NOUN fbem-1767 84 157 * * PUNCT fbem-1767 84 158 * * PUNCT fbem-1767 84 159 8.227 8.227 NUM fbem-1767 84 160 * * PUNCT fbem-1767 84 161 * * PUNCT fbem-1767 84 162 * * PUNCT fbem-1767 84 163 8.273 8.273 NUM fbem-1767 84 164 * * PUNCT fbem-1767 84 165 * * PUNCT fbem-1767 84 166 * * PUNCT fbem-1767 84 167 5.691 5.691 NUM fbem-1767 84 168 * * PUNCT fbem-1767 84 169 * * PUNCT fbem-1767 84 170 * * PUNCT fbem-1767 84 171 8.207 8.207 NUM fbem-1767 84 172 * * PUNCT fbem-1767 84 173 * * PUNCT fbem-1767 84 174 * * PUNCT fbem-1767 84 175 7.793 7.793 NUM fbem-1767 84 176 * * PUNCT fbem-1767 84 177 * * PUNCT fbem-1767 84 178 * * PUNCT fbem-1767 84 179 ( ( PUNCT fbem-1767 84 180 55.16 55.16 NUM fbem-1767 84 181 ) ) PUNCT fbem-1767 84 182 ( ( PUNCT fbem-1767 84 183 33.83 33.83 NUM fbem-1767 84 184 ) ) PUNCT fbem-1767 84 185 ( ( PUNCT fbem-1767 84 186 87.47 87.47 NUM fbem-1767 84 187 ) ) PUNCT fbem-1767 84 188 ( ( PUNCT fbem-1767 84 189 11.51 11.51 NUM fbem-1767 84 190 ) ) PUNCT fbem-1767 84 191 ( ( PUNCT fbem-1767 84 192 78.59 78.59 NUM fbem-1767 84 193 ) ) PUNCT fbem-1767 84 194 ( ( PUNCT fbem-1767 84 195 19.69 19.69 NUM fbem-1767 84 196 ) ) PUNCT fbem-1767 84 197 r r NOUN fbem-1767 84 198 - - PUNCT fbem-1767 84 199 squared square VERB fbem-1767 84 200 0.571 0.571 NUM fbem-1767 84 201 0.895 0.895 NUM fbem-1767 84 202 0.989 0.989 NUM fbem-1767 84 203 0.993 0.993 NUM fbem-1767 84 204 robust robust ADJ fbem-1767 84 205 t t NOUN fbem-1767 84 206 - - PUNCT fbem-1767 84 207 statistics statistic NOUN fbem-1767 84 208 in in ADP fbem-1767 84 209 parentheses parenthesis NOUN fbem-1767 84 210 * * PUNCT fbem-1767 84 211 * * PUNCT fbem-1767 84 212 * * PUNCT fbem-1767 84 213 p<0.01 p<0.01 PROPN fbem-1767 84 214 , , PUNCT fbem-1767 84 215 * * PUNCT fbem-1767 84 216 * * PUNCT fbem-1767 84 217 p<0.05 p<0.05 NOUN fbem-1767 84 218 , , PUNCT fbem-1767 84 219 * * PUNCT fbem-1767 84 220 p<0.1 p<0.1 NUM fbem-1767 84 221 the the DET fbem-1767 84 222 digital digital ADJ fbem-1767 84 223 inclusive inclusive ADJ fbem-1767 84 224 finance finance NOUN fbem-1767 84 225 index index NOUN fbem-1767 84 226 is be AUX fbem-1767 84 227 a a DET fbem-1767 84 228 combination combination NOUN fbem-1767 84 229 of of ADP fbem-1767 84 230 coverage coverage NOUN fbem-1767 84 231 breadth breadth NOUN fbem-1767 84 232 , , PUNCT fbem-1767 84 233 usage usage NOUN fbem-1767 84 234 depth depth NOUN fbem-1767 84 235 and and CCONJ fbem-1767 84 236 digitization digitization NOUN fbem-1767 84 237 level level NOUN fbem-1767 84 238 . . PUNCT fbem-1767 85 1 the the DET fbem-1767 85 2 income income NOUN fbem-1767 85 3 growth growth NOUN fbem-1767 85 4 effect effect NOUN fbem-1767 85 5 of of ADP fbem-1767 85 6 digital digital ADJ fbem-1767 85 7 inclusive inclusive ADJ fbem-1767 85 8 finance finance NOUN fbem-1767 85 9 on on ADP fbem-1767 85 10 rural rural ADJ fbem-1767 85 11 residents resident NOUN fbem-1767 85 12 can can AUX fbem-1767 85 13 be be AUX fbem-1767 85 14 further far ADV fbem-1767 85 15 tested test VERB fbem-1767 85 16 for for ADP fbem-1767 85 17 the the DET fbem-1767 85 18 effects effect NOUN fbem-1767 85 19 of of ADP fbem-1767 85 20 coverage coverage NOUN fbem-1767 85 21 breadth breadth NOUN fbem-1767 85 22 ( ( PUNCT fbem-1767 85 23 model model NOUN fbem-1767 85 24 7 7 NUM fbem-1767 85 25 ) ) PUNCT fbem-1767 85 26 , , PUNCT fbem-1767 85 27 usage usage NOUN fbem-1767 85 28 depth depth NOUN fbem-1767 85 29 ( ( PUNCT fbem-1767 85 30 model model NOUN fbem-1767 85 31 8) 8) NUM fbem-1767 85 32 and and CCONJ fbem-1767 85 33 digitization digitization NOUN fbem-1767 85 34 level level NOUN fbem-1767 85 35 ( ( PUNCT fbem-1767 85 36 model model NOUN fbem-1767 85 37 9 9 NUM fbem-1767 85 38 ) ) PUNCT fbem-1767 85 39 on on ADP fbem-1767 85 40 the the DET fbem-1767 85 41 income income NOUN fbem-1767 85 42 of of ADP fbem-1767 85 43 rural rural ADJ fbem-1767 85 44 residents resident NOUN fbem-1767 85 45 . . PUNCT fbem-1767 86 1 as as SCONJ fbem-1767 86 2 shown show VERB fbem-1767 86 3 in in ADP fbem-1767 86 4 table table NOUN fbem-1767 86 5 3 3 NUM fbem-1767 86 6 , , PUNCT fbem-1767 86 7 the the DET fbem-1767 86 8 effect effect NOUN fbem-1767 86 9 of of ADP fbem-1767 86 10 breadth breadth NOUN fbem-1767 86 11 of of ADP fbem-1767 86 12 coverage coverage NOUN fbem-1767 86 13 on on ADP fbem-1767 86 14 rural rural ADJ fbem-1767 86 15 residents resident NOUN fbem-1767 86 16 ' ' PART fbem-1767 86 17 income income NOUN fbem-1767 86 18 is be AUX fbem-1767 86 19 significantly significantly ADV fbem-1767 86 20 positive positive ADJ fbem-1767 86 21 , , PUNCT fbem-1767 86 22 which which PRON fbem-1767 86 23 indicates indicate VERB fbem-1767 86 24 that that SCONJ fbem-1767 86 25 using use VERB fbem-1767 86 26 mobile mobile ADJ fbem-1767 86 27 communication communication NOUN fbem-1767 86 28 devices device NOUN fbem-1767 86 29 and and CCONJ fbem-1767 86 30 internet internet NOUN fbem-1767 86 31 technology technology NOUN fbem-1767 86 32 development development NOUN fbem-1767 86 33 to to PART fbem-1767 86 34 improve improve VERB fbem-1767 86 35 rural rural ADJ fbem-1767 86 36 residents resident NOUN fbem-1767 86 37 ' ' PART fbem-1767 86 38 access access NOUN fbem-1767 86 39 to to ADP fbem-1767 86 40 digital digital ADJ fbem-1767 86 41 inclusive inclusive ADJ fbem-1767 86 42 finance finance NOUN fbem-1767 86 43 and and CCONJ fbem-1767 86 44 digital digital ADJ fbem-1767 86 45 inclusive inclusive ADJ fbem-1767 86 46 finance finance NOUN fbem-1767 86 47 account account NOUN fbem-1767 86 48 coverage coverage NOUN fbem-1767 86 49 can can AUX fbem-1767 86 50 significantly significantly ADV fbem-1767 86 51 increase increase VERB fbem-1767 86 52 farmers farmer NOUN fbem-1767 86 53 ' ' PART fbem-1767 86 54 income income NOUN fbem-1767 86 55 ; ; PUNCT fbem-1767 86 56 the the DET fbem-1767 86 57 effect effect NOUN fbem-1767 86 58 of of ADP fbem-1767 86 59 depth depth NOUN fbem-1767 86 60 of of ADP fbem-1767 86 61 use use NOUN fbem-1767 86 62 on on ADP fbem-1767 86 63 rural rural ADJ fbem-1767 86 64 residents resident NOUN fbem-1767 86 65 ' ' PART fbem-1767 86 66 income income NOUN fbem-1767 86 67 is be AUX fbem-1767 86 68 significantly significantly ADV fbem-1767 86 69 positive positive ADJ fbem-1767 86 70 , , PUNCT fbem-1767 86 71 which which PRON fbem-1767 86 72 indicates indicate VERB fbem-1767 86 73 that that SCONJ fbem-1767 86 74 rural rural ADJ fbem-1767 86 75 residents resident NOUN fbem-1767 86 76 ' ' PART fbem-1767 86 77 use use NOUN fbem-1767 86 78 of of ADP fbem-1767 86 79 digital digital ADJ fbem-1767 86 80 inclusive inclusive ADJ fbem-1767 86 81 finance finance NOUN fbem-1767 86 82 does do AUX fbem-1767 86 83 not not PART fbem-1767 86 84 only only ADV fbem-1767 86 85 stop stop VERB fbem-1767 86 86 at at ADP fbem-1767 86 87 mobile mobile NOUN fbem-1767 86 88 the the DET fbem-1767 86 89 digitalization digitalization NOUN fbem-1767 86 90 level level NOUN fbem-1767 86 91 has have VERB fbem-1767 86 92 a a DET fbem-1767 86 93 significant significant ADJ fbem-1767 86 94 suppressive suppressive ADJ fbem-1767 86 95 effect effect NOUN fbem-1767 86 96 on on ADP fbem-1767 86 97 rural rural ADJ fbem-1767 86 98 residents resident NOUN fbem-1767 86 99 ' ' PART fbem-1767 86 100 income income NOUN fbem-1767 86 101 , , PUNCT fbem-1767 86 102 which which PRON fbem-1767 86 103 may may AUX fbem-1767 86 104 be be AUX fbem-1767 86 105 due due ADJ fbem-1767 86 106 to to ADP fbem-1767 86 107 the the DET fbem-1767 86 108 fact fact NOUN fbem-1767 86 109 that that SCONJ fbem-1767 86 110 the the DET fbem-1767 86 111 digitalization digitalization NOUN fbem-1767 86 112 level level NOUN fbem-1767 86 113 indicator indicator NOUN fbem-1767 86 114 consists consist VERB fbem-1767 86 115 of of ADP fbem-1767 86 116 indicators indicator NOUN fbem-1767 86 117 such such ADJ fbem-1767 86 118 as as ADP fbem-1767 86 119 the the DET fbem-1767 86 120 percentage percentage NOUN fbem-1767 86 121 of of ADP fbem-1767 86 122 mobile mobile ADJ fbem-1767 86 123 payment payment NOUN fbem-1767 86 124 amount amount NOUN fbem-1767 86 125 , , PUNCT fbem-1767 86 126 the the DET fbem-1767 86 127 average average ADJ fbem-1767 86 128 loan loan NOUN fbem-1767 86 129 interest interest NOUN fbem-1767 86 130 rate rate NOUN fbem-1767 86 131 , , PUNCT fbem-1767 86 132 the the DET fbem-1767 86 133 use use NOUN fbem-1767 86 134 of of ADP fbem-1767 86 135 flower flower NOUN fbem-1767 86 136 and and CCONJ fbem-1767 86 137 sesame sesame ADJ fbem-1767 86 138 credit credit NOUN fbem-1767 86 139 and and CCONJ fbem-1767 86 140 the the DET fbem-1767 86 141 convenience convenience NOUN fbem-1767 86 142 of of ADP fbem-1767 86 143 qr qr PROPN fbem-1767 86 144 code code NOUN fbem-1767 86 145 payment payment NOUN fbem-1767 86 146 , , PUNCT fbem-1767 86 147 etc etc X fbem-1767 86 148 . . X fbem-1767 86 149 spending spend VERB fbem-1767 86 150 first first ADV fbem-1767 86 151 and and CCONJ fbem-1767 86 152 repaying repay VERB fbem-1767 86 153 later later ADV fbem-1767 86 154 this this PRON fbem-1767 86 155 would would AUX fbem-1767 86 156 create create VERB fbem-1767 86 157 the the DET fbem-1767 86 158 illusion illusion NOUN fbem-1767 86 159 of of ADP fbem-1767 86 160 a a DET fbem-1767 86 161 short short ADV fbem-1767 86 162 - - PUNCT fbem-1767 86 163 lived live VERB fbem-1767 86 164 consumption consumption NOUN fbem-1767 86 165 boom boom NOUN fbem-1767 86 166 , , PUNCT fbem-1767 86 167 which which PRON fbem-1767 86 168 is be AUX fbem-1767 86 169 not not PART fbem-1767 86 170 conducive conducive ADJ fbem-1767 86 171 to to ADP fbem-1767 86 172 the the DET fbem-1767 86 173 increase increase NOUN fbem-1767 86 174 of of ADP fbem-1767 86 175 savings saving NOUN fbem-1767 86 176 and and CCONJ fbem-1767 86 177 the the DET fbem-1767 86 178 improvement improvement NOUN fbem-1767 86 179 of of ADP fbem-1767 86 180 rural rural ADJ fbem-1767 86 181 residents resident NOUN fbem-1767 86 182 ' ' PART fbem-1767 86 183 ability ability NOUN fbem-1767 86 184 to to PART fbem-1767 86 185 resist resist VERB fbem-1767 86 186 risks risk NOUN fbem-1767 86 187 . . PUNCT fbem-1767 87 1 209 209 NUM fbem-1767 87 2 table table NOUN fbem-1767 87 3 3 3 NUM fbem-1767 87 4 . . PUNCT fbem-1767 88 1 regression regression NOUN fbem-1767 88 2 results result NOUN fbem-1767 88 3 of of ADP fbem-1767 88 4 the the DET fbem-1767 88 5 sample sample NOUN fbem-1767 88 6 by by ADP fbem-1767 88 7 dimension dimension NOUN fbem-1767 88 8 and and CCONJ fbem-1767 88 9 region region NOUN fbem-1767 88 10 ( ( PUNCT fbem-1767 88 11 7 7 NUM fbem-1767 88 12 ) ) PUNCT fbem-1767 88 13 ( ( PUNCT fbem-1767 88 14 8) 8) NUM fbem-1767 88 15 ( ( PUNCT fbem-1767 88 16 9 9 NUM fbem-1767 88 17 ) ) PUNCT fbem-1767 88 18 ( ( PUNCT fbem-1767 88 19 10 10 NUM fbem-1767 88 20 ) ) PUNCT fbem-1767 88 21 ( ( PUNCT fbem-1767 88 22 11 11 NUM fbem-1767 88 23 ) ) PUNCT fbem-1767 88 24 variables variable NOUN fbem-1767 88 25 lncover lncover VERB fbem-1767 88 26 lndepth lndepth PROPN fbem-1767 88 27 lndigital lndigital ADJ fbem-1767 88 28 non non ADJ fbem-1767 88 29 - - ADJ fbem-1767 88 30 western western ADJ fbem-1767 88 31 western western ADJ fbem-1767 88 32 lncover lncover NOUN fbem-1767 88 33 0.048 0.048 NUM fbem-1767 88 34 * * NOUN fbem-1767 88 35 * * PUNCT fbem-1767 88 36 * * PUNCT fbem-1767 88 37 ( ( PUNCT fbem-1767 88 38 4.56 4.56 NUM fbem-1767 88 39 ) ) PUNCT fbem-1767 88 40 lndepth lndepth NOUN fbem-1767 88 41 0.062 0.062 NUM fbem-1767 88 42 * * NOUN fbem-1767 88 43 * * PUNCT fbem-1767 88 44 * * PUNCT fbem-1767 88 45 ( ( PUNCT fbem-1767 88 46 3.46 3.46 NUM fbem-1767 88 47 ) ) PUNCT fbem-1767 88 48 lndigital lndigital ADJ fbem-1767 88 49 -0.051 -0.051 NOUN fbem-1767 88 50 * * PUNCT fbem-1767 88 51 * * PUNCT fbem-1767 88 52 * * PUNCT fbem-1767 88 53 ( ( PUNCT fbem-1767 88 54 -3.14 -3.14 NOUN fbem-1767 88 55 ) ) PUNCT fbem-1767 88 56 lndfiic lndfiic NOUN fbem-1767 88 57 0.108 0.108 NUM fbem-1767 88 58 * * SYM fbem-1767 88 59 * * SYM fbem-1767 88 60 -0.048 -0.048 X fbem-1767 88 61 ( ( PUNCT fbem-1767 88 62 2.13 2.13 NUM fbem-1767 88 63 ) ) PUNCT fbem-1767 88 64 ( ( PUNCT fbem-1767 88 65 -0.78 -0.78 NUM fbem-1767 88 66 ) ) PUNCT fbem-1767 88 67 control control NOUN fbem-1767 88 68 variable variable NOUN fbem-1767 89 1 yes yes INTJ fbem-1767 89 2 yes yes INTJ fbem-1767 90 1 yes yes INTJ fbem-1767 90 2 yes yes INTJ fbem-1767 90 3 yes yes INTJ fbem-1767 90 4 constant constant ADJ fbem-1767 90 5 6.009 6.009 NUM fbem-1767 90 6 * * NOUN fbem-1767 90 7 * * PUNCT fbem-1767 90 8 * * PUNCT fbem-1767 91 1 5.737 5.737 NUM fbem-1767 91 2 * * PUNCT fbem-1767 91 3 * * PUNCT fbem-1767 91 4 * * PUNCT fbem-1767 91 5 6.095 6.095 NUM fbem-1767 91 6 * * PUNCT fbem-1767 91 7 * * PUNCT fbem-1767 91 8 * * PUNCT fbem-1767 92 1 6.873 6.873 NUM fbem-1767 92 2 * * PUNCT fbem-1767 92 3 * * PUNCT fbem-1767 92 4 * * PUNCT fbem-1767 92 5 8.269 8.269 NUM fbem-1767 92 6 * * PUNCT fbem-1767 92 7 * * PUNCT fbem-1767 92 8 * * PUNCT fbem-1767 92 9 ( ( PUNCT fbem-1767 92 10 12.07 12.07 NUM fbem-1767 92 11 ) ) PUNCT fbem-1767 92 12 ( ( PUNCT fbem-1767 92 13 10.18 10.18 NUM fbem-1767 92 14 ) ) PUNCT fbem-1767 92 15 ( ( PUNCT fbem-1767 92 16 10.24 10.24 NUM fbem-1767 92 17 ) ) PUNCT fbem-1767 92 18 ( ( PUNCT fbem-1767 92 19 8.95 8.95 NUM fbem-1767 92 20 ) ) PUNCT fbem-1767 92 21 ( ( PUNCT fbem-1767 92 22 9.00 9.00 NUM fbem-1767 92 23 ) ) PUNCT fbem-1767 92 24 r r NOUN fbem-1767 92 25 - - PUNCT fbem-1767 92 26 squared square VERB fbem-1767 92 27 0.992 0.992 NUM fbem-1767 92 28 0.992 0.992 NUM fbem-1767 92 29 0.991 0.991 NUM fbem-1767 92 30 0.991 0.991 NUM fbem-1767 92 31 0.996 0.996 NUM fbem-1767 92 32 robust robust ADJ fbem-1767 92 33 t t NOUN fbem-1767 92 34 - - PUNCT fbem-1767 92 35 statistics statistic NOUN fbem-1767 92 36 in in ADP fbem-1767 92 37 parentheses parenthesis NOUN fbem-1767 92 38 * * PUNCT fbem-1767 92 39 * * PUNCT fbem-1767 92 40 * * PUNCT fbem-1767 92 41 p<0.01 p<0.01 PROPN fbem-1767 92 42 , , PUNCT fbem-1767 92 43 * * PUNCT fbem-1767 92 44 * * PUNCT fbem-1767 92 45 p<0.05 p<0.05 NOUN fbem-1767 92 46 , , PUNCT fbem-1767 92 47 * * SYM fbem-1767 92 48 p<0.1 p<0.1 NUM fbem-1767 92 49 china china PROPN fbem-1767 92 50 's 's PART fbem-1767 92 51 development development NOUN fbem-1767 92 52 has have AUX fbem-1767 92 53 always always ADV fbem-1767 92 54 been be AUX fbem-1767 92 55 characterized characterize VERB fbem-1767 92 56 by by ADP fbem-1767 92 57 regional regional ADJ fbem-1767 92 58 imbalances imbalance NOUN fbem-1767 92 59 , , PUNCT fbem-1767 92 60 mainly mainly ADV fbem-1767 92 61 including include VERB fbem-1767 92 62 uneven uneven ADJ fbem-1767 92 63 economic economic ADJ fbem-1767 92 64 development development NOUN fbem-1767 92 65 and and CCONJ fbem-1767 92 66 large large ADJ fbem-1767 92 67 differences difference NOUN fbem-1767 92 68 in in ADP fbem-1767 92 69 natural natural ADJ fbem-1767 92 70 endowments endowment NOUN fbem-1767 92 71 . . PUNCT fbem-1767 93 1 for for ADP fbem-1767 93 2 example example NOUN fbem-1767 93 3 , , PUNCT fbem-1767 93 4 the the DET fbem-1767 93 5 eastern eastern ADJ fbem-1767 93 6 region region NOUN fbem-1767 93 7 with with ADP fbem-1767 93 8 a a DET fbem-1767 93 9 high high ADJ fbem-1767 93 10 level level NOUN fbem-1767 93 11 of of ADP fbem-1767 93 12 economic economic ADJ fbem-1767 93 13 development development NOUN fbem-1767 93 14 contributes contribute VERB fbem-1767 93 15 half half NOUN fbem-1767 93 16 of of ADP fbem-1767 93 17 the the DET fbem-1767 93 18 country country NOUN fbem-1767 93 19 's 's PART fbem-1767 93 20 gdp gdp NOUN fbem-1767 93 21 , , PUNCT fbem-1767 93 22 while while SCONJ fbem-1767 93 23 the the DET fbem-1767 93 24 western western ADJ fbem-1767 93 25 region region NOUN fbem-1767 93 26 with with ADP fbem-1767 93 27 a a DET fbem-1767 93 28 low low ADJ fbem-1767 93 29 level level NOUN fbem-1767 93 30 of of ADP fbem-1767 93 31 economic economic ADJ fbem-1767 93 32 development development NOUN fbem-1767 93 33 only only ADV fbem-1767 93 34 accounts account VERB fbem-1767 93 35 for for ADP fbem-1767 93 36 about about ADV fbem-1767 93 37 30 30 NUM fbem-1767 93 38 % % NOUN fbem-1767 93 39 of of ADP fbem-1767 93 40 the the DET fbem-1767 93 41 country country NOUN fbem-1767 93 42 's 's PART fbem-1767 93 43 regional regional PROPN fbem-1767 93 44 gdp gdp NOUN fbem-1767 93 45 . . PUNCT fbem-1767 94 1 the the DET fbem-1767 94 2 central central ADJ fbem-1767 94 3 and and CCONJ fbem-1767 94 4 eastern eastern ADJ fbem-1767 94 5 regions region NOUN fbem-1767 94 6 have have VERB fbem-1767 94 7 vast vast ADJ fbem-1767 94 8 plains plain NOUN fbem-1767 94 9 , , PUNCT fbem-1767 94 10 mild mild ADJ fbem-1767 94 11 climate climate NOUN fbem-1767 94 12 and and CCONJ fbem-1767 94 13 fertile fertile ADJ fbem-1767 94 14 land land NOUN fbem-1767 94 15 , , PUNCT fbem-1767 94 16 which which PRON fbem-1767 94 17 are be AUX fbem-1767 94 18 suitable suitable ADJ fbem-1767 94 19 for for ADP fbem-1767 94 20 developing develop VERB fbem-1767 94 21 agricultural agricultural ADJ fbem-1767 94 22 cultivation cultivation NOUN fbem-1767 94 23 , , PUNCT fbem-1767 94 24 and and CCONJ fbem-1767 94 25 the the DET fbem-1767 94 26 topography topography NOUN fbem-1767 94 27 is be AUX fbem-1767 94 28 suitable suitable ADJ fbem-1767 94 29 for for ADP fbem-1767 94 30 laying lay VERB fbem-1767 94 31 transportation transportation NOUN fbem-1767 94 32 infrastructure infrastructure NOUN fbem-1767 94 33 , , PUNCT fbem-1767 94 34 well well ADV fbem-1767 94 35 - - PUNCT fbem-1767 94 36 developed develop VERB fbem-1767 94 37 transportation transportation NOUN fbem-1767 94 38 and and CCONJ fbem-1767 94 39 communication communication NOUN fbem-1767 94 40 ; ; PUNCT fbem-1767 94 41 the the DET fbem-1767 94 42 western western ADJ fbem-1767 94 43 regions region NOUN fbem-1767 94 44 have have VERB fbem-1767 94 45 more more ADJ fbem-1767 94 46 mountains mountain NOUN fbem-1767 94 47 , , PUNCT fbem-1767 94 48 plateaus plateaus NOUN fbem-1767 94 49 and and CCONJ fbem-1767 94 50 basins basin NOUN fbem-1767 94 51 , , PUNCT fbem-1767 94 52 and and CCONJ fbem-1767 94 53 soil soil NOUN fbem-1767 94 54 erosion erosion NOUN fbem-1767 94 55 and and CCONJ fbem-1767 94 56 land land NOUN fbem-1767 94 57 desertification desertification NOUN fbem-1767 94 58 are be AUX fbem-1767 94 59 more more ADV fbem-1767 94 60 serious serious ADJ fbem-1767 94 61 , , PUNCT fbem-1767 94 62 so so SCONJ fbem-1767 94 63 this this DET fbem-1767 94 64 paper paper NOUN fbem-1767 94 65 conducts conduct VERB fbem-1767 94 66 heterogeneity heterogeneity NOUN fbem-1767 94 67 analysis analysis NOUN fbem-1767 94 68 according accord VERB fbem-1767 94 69 to to ADP fbem-1767 94 70 non non ADJ fbem-1767 94 71 - - ADJ fbem-1767 94 72 western western ADJ fbem-1767 94 73 and and CCONJ fbem-1767 94 74 western western ADJ fbem-1767 94 75 regions region NOUN fbem-1767 94 76 to to PART fbem-1767 94 77 test test VERB fbem-1767 94 78 whether whether SCONJ fbem-1767 94 79 the the DET fbem-1767 94 80 impact impact NOUN fbem-1767 94 81 of of ADP fbem-1767 94 82 digital digital ADJ fbem-1767 94 83 inclusive inclusive ADJ fbem-1767 94 84 finance finance NOUN fbem-1767 94 85 on on ADP fbem-1767 94 86 rural rural ADJ fbem-1767 94 87 residents resident NOUN fbem-1767 94 88 ' ' PART fbem-1767 94 89 income income NOUN fbem-1767 94 90 has have VERB fbem-1767 94 91 regional regional ADJ fbem-1767 94 92 heterogeneity heterogeneity NOUN fbem-1767 94 93 , , PUNCT fbem-1767 94 94 the the DET fbem-1767 94 95 results result NOUN fbem-1767 94 96 are be AUX fbem-1767 94 97 shown show VERB fbem-1767 94 98 in in ADP fbem-1767 94 99 models model NOUN fbem-1767 94 100 10 10 NUM fbem-1767 94 101 and and CCONJ fbem-1767 94 102 11 11 NUM fbem-1767 94 103 in in ADP fbem-1767 94 104 table table NOUN fbem-1767 94 105 3 3 NUM fbem-1767 94 106 : : PUNCT fbem-1767 94 107 only only ADV fbem-1767 94 108 in in ADP fbem-1767 94 109 the the DET fbem-1767 94 110 eastern eastern ADJ fbem-1767 94 111 and and CCONJ fbem-1767 94 112 central central ADJ fbem-1767 94 113 regions region NOUN fbem-1767 94 114 , , PUNCT fbem-1767 94 115 digital digital ADJ fbem-1767 94 116 inclusive inclusive ADJ fbem-1767 94 117 finance finance NOUN fbem-1767 94 118 can can AUX fbem-1767 94 119 significantly significantly ADV fbem-1767 94 120 promote promote VERB fbem-1767 94 121 the the DET fbem-1767 94 122 income income NOUN fbem-1767 94 123 growth growth NOUN fbem-1767 94 124 of of ADP fbem-1767 94 125 rural rural ADJ fbem-1767 94 126 residents resident NOUN fbem-1767 94 127 with with ADP fbem-1767 94 128 a a DET fbem-1767 94 129 coefficient coefficient NOUN fbem-1767 94 130 of of ADP fbem-1767 94 131 0.108 0.108 NUM fbem-1767 94 132 , , PUNCT fbem-1767 94 133 which which PRON fbem-1767 94 134 passes pass VERB fbem-1767 94 135 the the DET fbem-1767 94 136 5 5 NUM fbem-1767 94 137 % % NOUN fbem-1767 94 138 significance significance NOUN fbem-1767 94 139 test test NOUN fbem-1767 94 140 ; ; PUNCT fbem-1767 94 141 in in ADP fbem-1767 94 142 the the DET fbem-1767 94 143 western western ADJ fbem-1767 94 144 region region NOUN fbem-1767 94 145 , , PUNCT fbem-1767 94 146 digital digital PROPN fbem-1767 94 147 inclusive inclusive ADJ fbem-1767 94 148 finance finance NOUN fbem-1767 94 149 instead instead ADV fbem-1767 94 150 reduces reduce VERB fbem-1767 94 151 the the DET fbem-1767 94 152 income income NOUN fbem-1767 94 153 level level NOUN fbem-1767 94 154 of of ADP fbem-1767 94 155 rural rural ADJ fbem-1767 94 156 residents resident NOUN fbem-1767 94 157 , , PUNCT fbem-1767 94 158 but but CCONJ fbem-1767 94 159 the the DET fbem-1767 94 160 effect effect NOUN fbem-1767 94 161 is be AUX fbem-1767 94 162 not not PART fbem-1767 94 163 significant significant ADJ fbem-1767 94 164 . . PUNCT fbem-1767 95 1 to to PART fbem-1767 95 2 ensure ensure VERB fbem-1767 95 3 the the DET fbem-1767 95 4 accuracy accuracy NOUN fbem-1767 95 5 and and CCONJ fbem-1767 95 6 reliability reliability NOUN fbem-1767 95 7 of of ADP fbem-1767 95 8 the the DET fbem-1767 95 9 model model NOUN fbem-1767 95 10 , , PUNCT fbem-1767 95 11 we we PRON fbem-1767 95 12 chose choose VERB fbem-1767 95 13 to to PART fbem-1767 95 14 add add VERB fbem-1767 95 15 the the DET fbem-1767 95 16 control control NOUN fbem-1767 95 17 variable variable ADJ fbem-1767 95 18 social social ADJ fbem-1767 95 19 security security NOUN fbem-1767 95 20 level level NOUN fbem-1767 95 21 ( ( PUNCT fbem-1767 95 22 π‘₯7 π‘₯7 VERB fbem-1767 95 23 ) ) PUNCT fbem-1767 95 24 ( ( PUNCT fbem-1767 95 25 measured measure VERB fbem-1767 95 26 by by ADP fbem-1767 95 27 the the DET fbem-1767 95 28 number number NOUN fbem-1767 95 29 of of ADP fbem-1767 95 30 beds bed NOUN fbem-1767 95 31 in in ADP fbem-1767 95 32 health health NOUN fbem-1767 95 33 care care NOUN fbem-1767 95 34 institutions institution NOUN fbem-1767 95 35 ) ) PUNCT fbem-1767 95 36 and and CCONJ fbem-1767 95 37 change change VERB fbem-1767 95 38 the the DET fbem-1767 95 39 time time NOUN fbem-1767 95 40 interval interval NOUN fbem-1767 95 41 ( ( PUNCT fbem-1767 95 42 the the DET fbem-1767 95 43 concept concept NOUN fbem-1767 95 44 of of ADP fbem-1767 95 45 digital digital ADJ fbem-1767 95 46 inclusive inclusive ADJ fbem-1767 95 47 finance finance NOUN fbem-1767 95 48 was be AUX fbem-1767 95 49 introduced introduce VERB fbem-1767 95 50 in in ADP fbem-1767 95 51 2016 2016 NUM fbem-1767 95 52 , , PUNCT fbem-1767 95 53 so so CCONJ fbem-1767 95 54 the the DET fbem-1767 95 55 impact impact NOUN fbem-1767 95 56 of of ADP fbem-1767 95 57 digital digital ADJ fbem-1767 95 58 inclusive inclusive ADJ fbem-1767 95 59 finance finance NOUN fbem-1767 95 60 on on ADP fbem-1767 95 61 rural rural ADJ fbem-1767 95 62 residents resident NOUN fbem-1767 95 63 ' ' PART fbem-1767 95 64 income income NOUN fbem-1767 95 65 may may AUX fbem-1767 95 66 be be AUX fbem-1767 95 67 smaller small ADJ fbem-1767 95 68 in in ADP fbem-1767 95 69 2011 2011 NUM fbem-1767 95 70 - - SYM fbem-1767 95 71 2015 2015 NUM fbem-1767 95 72 , , PUNCT fbem-1767 95 73 so so CCONJ fbem-1767 95 74 2011 2011 NUM fbem-1767 95 75 - - SYM fbem-1767 95 76 2015 2015 NUM fbem-1767 95 77 was be AUX fbem-1767 95 78 chosen choose VERB fbem-1767 95 79 as as ADP fbem-1767 95 80 the the DET fbem-1767 95 81 time time NOUN fbem-1767 95 82 interval interval NOUN fbem-1767 95 83 ) ) PUNCT fbem-1767 95 84 for for ADP fbem-1767 95 85 robustness robustness NOUN fbem-1767 95 86 test test NOUN fbem-1767 95 87 , , PUNCT fbem-1767 95 88 the the DET fbem-1767 95 89 results result NOUN fbem-1767 95 90 are be AUX fbem-1767 95 91 shown show VERB fbem-1767 95 92 in in ADP fbem-1767 95 93 models model NOUN fbem-1767 95 94 12 12 NUM fbem-1767 95 95 and and CCONJ fbem-1767 95 96 13 13 NUM fbem-1767 95 97 in in ADP fbem-1767 95 98 table table NOUN fbem-1767 95 99 4 4 NUM fbem-1767 95 100 , , PUNCT fbem-1767 95 101 after after ADP fbem-1767 95 102 adding add VERB fbem-1767 95 103 the the DET fbem-1767 95 104 control control NOUN fbem-1767 95 105 variable variable NOUN fbem-1767 95 106 π‘₯7 π‘₯7 PROPN fbem-1767 95 107 , , PUNCT fbem-1767 95 108 the the DET fbem-1767 95 109 effect effect NOUN fbem-1767 95 110 of of ADP fbem-1767 95 111 π‘₯7 π‘₯7 VERB fbem-1767 95 112 on on ADP fbem-1767 95 113 the the DET fbem-1767 95 114 explanatory explanatory ADJ fbem-1767 95 115 variables variable NOUN fbem-1767 95 116 is be AUX fbem-1767 95 117 positively positively ADV fbem-1767 95 118 significant significant ADJ fbem-1767 95 119 , , PUNCT fbem-1767 95 120 and and CCONJ fbem-1767 95 121 the the DET fbem-1767 95 122 coefficients coefficient NOUN fbem-1767 95 123 and and CCONJ fbem-1767 95 124 significance significance NOUN fbem-1767 95 125 of of ADP fbem-1767 95 126 the the DET fbem-1767 95 127 core core NOUN fbem-1767 95 128 explanatory explanatory ADJ fbem-1767 95 129 variables variable NOUN fbem-1767 95 130 do do AUX fbem-1767 95 131 not not PART fbem-1767 95 132 change change VERB fbem-1767 95 133 fundamentally fundamentally ADV fbem-1767 95 134 , , PUNCT fbem-1767 95 135 indicating indicate VERB fbem-1767 95 136 that that SCONJ fbem-1767 95 137 the the DET fbem-1767 95 138 model model NOUN fbem-1767 95 139 has have VERB fbem-1767 95 140 stability stability NOUN fbem-1767 95 141 ; ; PUNCT fbem-1767 95 142 regression regression NOUN fbem-1767 95 143 with with ADP fbem-1767 95 144 the the DET fbem-1767 95 145 sample sample NOUN fbem-1767 95 146 of of ADP fbem-1767 95 147 2011 2011 NUM fbem-1767 95 148 - - SYM fbem-1767 95 149 2015 2015 NUM fbem-1767 95 150 , , PUNCT fbem-1767 95 151 the the DET fbem-1767 95 152 coefficients coefficient NOUN fbem-1767 95 153 are be AUX fbem-1767 95 154 significant significant ADJ fbem-1767 95 155 at at ADP fbem-1767 95 156 the the DET fbem-1767 95 157 1 1 NUM fbem-1767 95 158 % % NOUN fbem-1767 95 159 level level NOUN fbem-1767 95 160 and and CCONJ fbem-1767 95 161 slightly slightly ADV fbem-1767 95 162 smaller small ADJ fbem-1767 95 163 than than ADP fbem-1767 95 164 the the DET fbem-1767 95 165 regression regression NOUN fbem-1767 95 166 of of ADP fbem-1767 95 167 the the DET fbem-1767 95 168 sample sample NOUN fbem-1767 95 169 of of ADP fbem-1767 95 170 2011 2011 NUM fbem-1767 95 171 - - SYM fbem-1767 95 172 2020 2020 NUM fbem-1767 95 173 the the DET fbem-1767 95 174 coefficients coefficient NOUN fbem-1767 95 175 of of ADP fbem-1767 95 176 the the DET fbem-1767 95 177 core core NOUN fbem-1767 95 178 explanatory explanatory ADJ fbem-1767 95 179 variables variable NOUN fbem-1767 95 180 indicate indicate VERB fbem-1767 95 181 that that SCONJ fbem-1767 95 182 the the DET fbem-1767 95 183 above above ADJ fbem-1767 95 184 model model NOUN fbem-1767 95 185 results result NOUN fbem-1767 95 186 are be AUX fbem-1767 95 187 reliable reliable ADJ fbem-1767 95 188 . . PUNCT fbem-1767 96 1 referring refer VERB fbem-1767 96 2 to to ADP fbem-1767 96 3 the the DET fbem-1767 96 4 study study NOUN fbem-1767 96 5 of of ADP fbem-1767 96 6 ( ( PUNCT fbem-1767 96 7 sun sun PROPN fbem-1767 96 8 qian qian PROPN fbem-1767 96 9 et et PROPN fbem-1767 96 10 al al PROPN fbem-1767 96 11 . . PROPN fbem-1767 96 12 , , PUNCT fbem-1767 96 13 2021)[14 2021)[14 NUM fbem-1767 96 14 ] ] PUNCT fbem-1767 96 15 , , PUNCT fbem-1767 96 16 one one NUM fbem-1767 96 17 item item NOUN fbem-1767 96 18 of of ADP fbem-1767 96 19 digital digital ADJ fbem-1767 96 20 inclusive inclusive ADJ fbem-1767 96 21 finance finance NOUN fbem-1767 96 22 lag lag NOUN fbem-1767 96 23 was be AUX fbem-1767 96 24 selected select VERB fbem-1767 96 25 as as ADP fbem-1767 96 26 the the DET fbem-1767 96 27 instrumental instrumental ADJ fbem-1767 96 28 variable variable NOUN fbem-1767 96 29 and and CCONJ fbem-1767 96 30 tested test VERB fbem-1767 96 31 for for ADP fbem-1767 96 32 endogeneity endogeneity NOUN fbem-1767 96 33 , , PUNCT fbem-1767 96 34 and and CCONJ fbem-1767 96 35 the the DET fbem-1767 96 36 test test NOUN fbem-1767 96 37 results result NOUN fbem-1767 96 38 are be AUX fbem-1767 96 39 shown show VERB fbem-1767 96 40 in in ADP fbem-1767 96 41 table table NOUN fbem-1767 96 42 4 4 NUM fbem-1767 96 43 , , PUNCT fbem-1767 96 44 model model NOUN fbem-1767 96 45 14 14 NUM fbem-1767 96 46 , , PUNCT fbem-1767 96 47 where where SCONJ fbem-1767 96 48 the the DET fbem-1767 96 49 instrumental instrumental ADJ fbem-1767 96 50 variable variable NOUN fbem-1767 96 51 passed pass VERB fbem-1767 96 52 the the DET fbem-1767 96 53 correlation correlation NOUN fbem-1767 96 54 test test NOUN fbem-1767 96 55 and and CCONJ fbem-1767 96 56 the the DET fbem-1767 96 57 coefficient coefficient NOUN fbem-1767 96 58 of of ADP fbem-1767 96 59 digital digital ADJ fbem-1767 96 60 inclusive inclusive ADJ fbem-1767 96 61 finance finance PROPN fbem-1767 96 62 development development NOUN fbem-1767 96 63 index index NOUN fbem-1767 96 64 was be AUX fbem-1767 96 65 still still ADV fbem-1767 96 66 significant significant ADJ fbem-1767 96 67 at at ADP fbem-1767 96 68 the the DET fbem-1767 96 69 1 1 NUM fbem-1767 96 70 % % NOUN fbem-1767 96 71 level level NOUN fbem-1767 96 72 , , PUNCT fbem-1767 96 73 indicating indicate VERB fbem-1767 96 74 the the DET fbem-1767 96 75 stability stability NOUN fbem-1767 96 76 of of ADP fbem-1767 96 77 the the DET fbem-1767 96 78 benchmark benchmark NOUN fbem-1767 96 79 regression regression NOUN fbem-1767 96 80 results result NOUN fbem-1767 96 81 . . PUNCT fbem-1767 97 1 table table NOUN fbem-1767 97 2 4 4 NUM fbem-1767 97 3 . . PUNCT fbem-1767 98 1 robustness robustness NOUN fbem-1767 98 2 and and CCONJ fbem-1767 98 3 endogeneity endogeneity NOUN fbem-1767 98 4 tests test NOUN fbem-1767 98 5 ( ( PUNCT fbem-1767 98 6 12 12 NUM fbem-1767 98 7 ) ) PUNCT fbem-1767 98 8 ( ( PUNCT fbem-1767 98 9 13 13 NUM fbem-1767 98 10 ) ) PUNCT fbem-1767 98 11 ( ( PUNCT fbem-1767 98 12 14 14 NUM fbem-1767 98 13 ) ) PUNCT fbem-1767 98 14 variables variable NOUN fbem-1767 98 15 add add VERB fbem-1767 98 16 x x PUNCT fbem-1767 98 17 change change VERB fbem-1767 98 18 time time NOUN fbem-1767 98 19 endogenous endogenous ADJ fbem-1767 98 20 lndfiic lndfiic NOUN fbem-1767 98 21 0.132 0.132 NUM fbem-1767 98 22 * * PUNCT fbem-1767 98 23 * * PUNCT fbem-1767 98 24 * * PUNCT fbem-1767 98 25 0.117 0.117 NUM fbem-1767 98 26 * * PUNCT fbem-1767 98 27 * * PUNCT fbem-1767 98 28 * * PUNCT fbem-1767 98 29 0.303 0.303 NUM fbem-1767 98 30 * * PUNCT fbem-1767 98 31 * * PUNCT fbem-1767 98 32 * * PUNCT fbem-1767 98 33 ( ( PUNCT fbem-1767 98 34 4.87 4.87 NUM fbem-1767 98 35 ) ) PUNCT fbem-1767 98 36 ( ( PUNCT fbem-1767 98 37 4.54 4.54 NUM fbem-1767 98 38 ) ) PUNCT fbem-1767 98 39 ( ( PUNCT fbem-1767 98 40 8.30 8.30 NUM fbem-1767 98 41 ) ) PUNCT fbem-1767 98 42 control control NOUN fbem-1767 98 43 variable variable NOUN fbem-1767 99 1 yes yes INTJ fbem-1767 99 2 yes yes INTJ fbem-1767 100 1 yes yes INTJ fbem-1767 100 2 x7 x7 VERB fbem-1767 100 3 0.128 0.128 NOUN fbem-1767 100 4 * * PUNCT fbem-1767 100 5 * * PUNCT fbem-1767 101 1 * * PUNCT fbem-1767 101 2 ( ( PUNCT fbem-1767 101 3 3.41 3.41 NUM fbem-1767 101 4 ) ) PUNCT fbem-1767 101 5 constant constant ADJ fbem-1767 101 6 5.718 5.718 NUM fbem-1767 101 7 * * PUNCT fbem-1767 101 8 * * PUNCT fbem-1767 101 9 * * PUNCT fbem-1767 101 10 4.772 4.772 NUM fbem-1767 101 11 * * PUNCT fbem-1767 101 12 * * PUNCT fbem-1767 101 13 * * PUNCT fbem-1767 101 14 6.129 6.129 NUM fbem-1767 101 15 * * PUNCT fbem-1767 101 16 * * PUNCT fbem-1767 101 17 * * PUNCT fbem-1767 101 18 ( ( PUNCT fbem-1767 101 19 10.36 10.36 NUM fbem-1767 101 20 ) ) PUNCT fbem-1767 101 21 ( ( PUNCT fbem-1767 101 22 3.22 3.22 NUM fbem-1767 101 23 ) ) PUNCT fbem-1767 101 24 ( ( PUNCT fbem-1767 101 25 17.31 17.31 NUM fbem-1767 101 26 ) ) PUNCT fbem-1767 101 27 r r NOUN fbem-1767 101 28 - - PUNCT fbem-1767 101 29 squared square VERB fbem-1767 101 30 0.993 0.993 NUM fbem-1767 101 31 0.986 0.986 NUM fbem-1767 101 32 0.997 0.997 NUM fbem-1767 101 33 robust robust ADJ fbem-1767 101 34 t t NOUN fbem-1767 101 35 - - PUNCT fbem-1767 101 36 statistics statistic NOUN fbem-1767 101 37 in in ADP fbem-1767 101 38 parentheses parenthesis NOUN fbem-1767 101 39 * * PUNCT fbem-1767 101 40 * * PUNCT fbem-1767 101 41 * * PUNCT fbem-1767 101 42 p<0.01 p<0.01 PROPN fbem-1767 101 43 , , PUNCT fbem-1767 101 44 * * PUNCT fbem-1767 101 45 * * PUNCT fbem-1767 101 46 p<0.05 p<0.05 NOUN fbem-1767 101 47 , , PUNCT fbem-1767 101 48 * * SYM fbem-1767 101 49 p<0.1 p<0.1 NUM fbem-1767 101 50 from from ADP fbem-1767 101 51 the the DET fbem-1767 101 52 previous previous ADJ fbem-1767 101 53 theoretical theoretical ADJ fbem-1767 101 54 analysis analysis NOUN fbem-1767 101 55 , , PUNCT fbem-1767 101 56 it it PRON fbem-1767 101 57 can can AUX fbem-1767 101 58 be be AUX fbem-1767 101 59 seen see VERB fbem-1767 101 60 that that SCONJ fbem-1767 101 61 the the DET fbem-1767 101 62 effect effect NOUN fbem-1767 101 63 of of ADP fbem-1767 101 64 digital digital ADJ fbem-1767 101 65 inclusive inclusive ADJ fbem-1767 101 66 finance finance NOUN fbem-1767 101 67 on on ADP fbem-1767 101 68 the the DET fbem-1767 101 69 income income NOUN fbem-1767 101 70 growth growth NOUN fbem-1767 101 71 of of ADP fbem-1767 101 72 rural rural ADJ fbem-1767 101 73 residents resident NOUN fbem-1767 101 74 may may AUX fbem-1767 101 75 be be AUX fbem-1767 101 76 achieved achieve VERB fbem-1767 101 77 by by ADP fbem-1767 101 78 increasing increase VERB fbem-1767 101 79 technological technological ADJ fbem-1767 101 80 innovation innovation NOUN fbem-1767 101 81 and and CCONJ fbem-1767 101 82 progress progress NOUN fbem-1767 101 83 , , PUNCT fbem-1767 101 84 for for ADP fbem-1767 101 85 this this DET fbem-1767 101 86 reason reason NOUN fbem-1767 101 87 , , PUNCT fbem-1767 101 88 the the DET fbem-1767 101 89 intermediary intermediary ADJ fbem-1767 101 90 effect effect NOUN fbem-1767 101 91 model model NOUN fbem-1767 101 92 is be AUX fbem-1767 101 93 constructed construct VERB fbem-1767 101 94 by by ADP fbem-1767 101 95 stepwise stepwise ADJ fbem-1767 101 96 test test NOUN fbem-1767 101 97 to to PART fbem-1767 101 98 test test VERB fbem-1767 101 99 this this DET fbem-1767 101 100 theoretical theoretical ADJ fbem-1767 101 101 mechanism mechanism NOUN fbem-1767 101 102 , , PUNCT fbem-1767 101 103 and and CCONJ fbem-1767 101 104 the the DET fbem-1767 101 105 regression regression NOUN fbem-1767 101 106 results result NOUN fbem-1767 101 107 are be AUX fbem-1767 101 108 shown show VERB fbem-1767 101 109 in in ADP fbem-1767 101 110 table table NOUN fbem-1767 101 111 6 6 NUM fbem-1767 101 112 . . PUNCT fbem-1767 101 113 models model NOUN fbem-1767 101 114 15 15 NUM fbem-1767 101 115 - - SYM fbem-1767 101 116 17 17 NUM fbem-1767 101 117 are be AUX fbem-1767 101 118 the the DET fbem-1767 101 119 intermediary intermediary ADJ fbem-1767 101 120 effects effect NOUN fbem-1767 101 121 in in ADP fbem-1767 101 122 rural rural ADJ fbem-1767 101 123 areas area NOUN fbem-1767 101 124 , , PUNCT fbem-1767 101 125 model model NOUN fbem-1767 101 126 15 15 NUM fbem-1767 101 127 is be AUX fbem-1767 101 128 the the DET fbem-1767 101 129 effect effect NOUN fbem-1767 101 130 of of ADP fbem-1767 101 131 digital digital ADJ fbem-1767 101 132 inclusive inclusive ADJ fbem-1767 101 133 finance finance NOUN fbem-1767 101 134 as as ADP fbem-1767 101 135 an an DET fbem-1767 101 136 independent independent ADJ fbem-1767 101 137 variable variable NOUN fbem-1767 101 138 on on ADP fbem-1767 101 139 the the DET fbem-1767 101 140 income income NOUN fbem-1767 101 141 of of ADP fbem-1767 101 142 rural rural ADJ fbem-1767 101 143 residents resident NOUN fbem-1767 101 144 , , PUNCT fbem-1767 101 145 with with ADP fbem-1767 101 146 a a DET fbem-1767 101 147 significant significant ADJ fbem-1767 101 148 coefficient coefficient NOUN fbem-1767 101 149 of of ADP fbem-1767 101 150 0.259 0.259 NUM fbem-1767 101 151 ; ; PUNCT fbem-1767 101 152 model model NOUN fbem-1767 101 153 16 16 NUM fbem-1767 101 154 is be AUX fbem-1767 101 155 the the DET fbem-1767 101 156 effect effect NOUN fbem-1767 101 157 of of ADP fbem-1767 101 158 digital digital ADJ fbem-1767 101 159 inclusive inclusive ADJ fbem-1767 101 160 finance finance NOUN fbem-1767 101 161 as as ADP fbem-1767 101 162 the the DET fbem-1767 101 163 independent independent ADJ fbem-1767 101 164 variable variable NOUN fbem-1767 101 165 on on ADP fbem-1767 101 166 innovation innovation NOUN fbem-1767 101 167 ( ( PUNCT fbem-1767 101 168 measured measure VERB fbem-1767 101 169 by by ADP fbem-1767 101 170 the the DET fbem-1767 101 171 logarithm logarithm NOUN fbem-1767 101 172 of of ADP fbem-1767 101 173 domestic domestic ADJ fbem-1767 101 174 patent patent NOUN fbem-1767 101 175 210 210 NUM fbem-1767 101 176 applications application NOUN fbem-1767 101 177 granted grant VERB fbem-1767 101 178 ) ) PUNCT fbem-1767 101 179 with with ADP fbem-1767 101 180 a a DET fbem-1767 101 181 significant significant ADJ fbem-1767 101 182 coefficient coefficient NOUN fbem-1767 101 183 of of ADP fbem-1767 101 184 0.172 0.172 NUM fbem-1767 101 185 , , PUNCT fbem-1767 101 186 indicating indicate VERB fbem-1767 101 187 that that SCONJ fbem-1767 101 188 digital digital ADJ fbem-1767 101 189 inclusive inclusive ADJ fbem-1767 101 190 finance finance NOUN fbem-1767 101 191 can can AUX fbem-1767 101 192 promote promote VERB fbem-1767 101 193 the the DET fbem-1767 101 194 growth growth NOUN fbem-1767 101 195 of of ADP fbem-1767 101 196 rural rural ADJ fbem-1767 101 197 residents resident NOUN fbem-1767 101 198 ' ' PART fbem-1767 101 199 income income NOUN fbem-1767 101 200 ; ; PUNCT fbem-1767 101 201 the the DET fbem-1767 101 202 regression regression NOUN fbem-1767 101 203 results result VERB fbem-1767 101 204 from from ADP fbem-1767 101 205 model model NOUN fbem-1767 101 206 17 17 NUM fbem-1767 101 207 show show NOUN fbem-1767 101 208 that that SCONJ fbem-1767 101 209 the the DET fbem-1767 101 210 direct direct ADJ fbem-1767 101 211 effect effect NOUN fbem-1767 101 212 of of ADP fbem-1767 101 213 digital digital ADJ fbem-1767 101 214 inclusive inclusive ADJ fbem-1767 101 215 finance finance NOUN fbem-1767 101 216 on on ADP fbem-1767 101 217 rural rural ADJ fbem-1767 101 218 residents resident NOUN fbem-1767 101 219 ' ' PART fbem-1767 101 220 income income NOUN fbem-1767 101 221 is be AUX fbem-1767 101 222 significant significant ADJ fbem-1767 101 223 with with ADP fbem-1767 101 224 a a DET fbem-1767 101 225 coefficient coefficient NOUN fbem-1767 101 226 of of ADP fbem-1767 101 227 0.250 0.250 NUM fbem-1767 101 228 , , PUNCT fbem-1767 101 229 and and CCONJ fbem-1767 101 230 the the DET fbem-1767 101 231 effect effect NOUN fbem-1767 101 232 of of ADP fbem-1767 101 233 innovation innovation NOUN fbem-1767 101 234 on on ADP fbem-1767 101 235 rural rural ADJ fbem-1767 101 236 residents resident NOUN fbem-1767 101 237 ' ' PART fbem-1767 101 238 income income NOUN fbem-1767 101 239 the the DET fbem-1767 101 240 coefficient coefficient NOUN fbem-1767 101 241 is be AUX fbem-1767 101 242 0.035 0.035 NUM fbem-1767 101 243 , , PUNCT fbem-1767 101 244 and and CCONJ fbem-1767 101 245 there there PRON fbem-1767 101 246 is be VERB fbem-1767 101 247 a a DET fbem-1767 101 248 partial partial ADJ fbem-1767 101 249 mediating mediating NOUN fbem-1767 101 250 effect effect NOUN fbem-1767 101 251 , , PUNCT fbem-1767 101 252 and and CCONJ fbem-1767 101 253 the the DET fbem-1767 101 254 mediating mediate VERB fbem-1767 101 255 effect effect NOUN fbem-1767 101 256 is be AUX fbem-1767 101 257 positive positive ADJ fbem-1767 101 258 . . PUNCT fbem-1767 102 1 table table NOUN fbem-1767 102 2 5 5 NUM fbem-1767 102 3 . . PUNCT fbem-1767 102 4 stepwise stepwise PROPN fbem-1767 102 5 regression regression NOUN fbem-1767 102 6 results result NOUN fbem-1767 102 7 of of ADP fbem-1767 102 8 the the DET fbem-1767 102 9 mediating mediate VERB fbem-1767 102 10 effect effect NOUN fbem-1767 102 11 ( ( PUNCT fbem-1767 102 12 15 15 NUM fbem-1767 102 13 ) ) PUNCT fbem-1767 102 14 ( ( PUNCT fbem-1767 102 15 16 16 NUM fbem-1767 102 16 ) ) PUNCT fbem-1767 102 17 ( ( PUNCT fbem-1767 102 18 17 17 NUM fbem-1767 102 19 ) ) PUNCT fbem-1767 102 20 variables variable NOUN fbem-1767 102 21 x x PROPN fbem-1767 102 22 - - NOUN fbem-1767 102 23 y y ADJ fbem-1767 102 24 x x PROPN fbem-1767 102 25 - - NOUN fbem-1767 102 26 m m ADJ fbem-1767 102 27 x x ADJ fbem-1767 102 28 - - ADJ fbem-1767 102 29 m m PROPN fbem-1767 102 30 - - PUNCT fbem-1767 102 31 y y PROPN fbem-1767 102 32 innovation innovation NOUN fbem-1767 102 33 0.035 0.035 NUM fbem-1767 102 34 * * PUNCT fbem-1767 103 1 * * PUNCT fbem-1767 103 2 ( ( PUNCT fbem-1767 103 3 2.07 2.07 NUM fbem-1767 103 4 ) ) PUNCT fbem-1767 103 5 lndfiic lndfiic NOUN fbem-1767 103 6 0.256 0.256 NUM fbem-1767 103 7 * * PUNCT fbem-1767 103 8 * * PUNCT fbem-1767 103 9 * * PUNCT fbem-1767 103 10 0.172 0.172 NUM fbem-1767 103 11 * * PUNCT fbem-1767 103 12 * * PUNCT fbem-1767 103 13 * * PUNCT fbem-1767 103 14 0.250 0.250 NUM fbem-1767 103 15 * * PUNCT fbem-1767 103 16 * * PUNCT fbem-1767 103 17 * * PUNCT fbem-1767 103 18 ( ( PUNCT fbem-1767 103 19 15.51 15.51 NUM fbem-1767 103 20 ) ) PUNCT fbem-1767 103 21 ( ( PUNCT fbem-1767 103 22 3.04 3.04 NUM fbem-1767 103 23 ) ) PUNCT fbem-1767 103 24 ( ( PUNCT fbem-1767 103 25 15.01 15.01 NUM fbem-1767 103 26 ) ) PUNCT fbem-1767 103 27 control control NOUN fbem-1767 103 28 variable variable NOUN fbem-1767 104 1 yes yes INTJ fbem-1767 104 2 yes yes INTJ fbem-1767 104 3 yes yes INTJ fbem-1767 104 4 constant constant ADJ fbem-1767 104 5 8.227 8.227 NUM fbem-1767 104 6 * * NOUN fbem-1767 104 7 * * PUNCT fbem-1767 104 8 * * PUNCT fbem-1767 104 9 -3.072 -3.072 NOUN fbem-1767 104 10 * * PUNCT fbem-1767 104 11 * * PUNCT fbem-1767 104 12 * * PUNCT fbem-1767 104 13 8.334 8.334 NUM fbem-1767 104 14 * * PUNCT fbem-1767 104 15 * * PUNCT fbem-1767 104 16 * * PUNCT fbem-1767 104 17 ( ( PUNCT fbem-1767 104 18 40.95 40.95 NUM fbem-1767 104 19 ) ) PUNCT fbem-1767 104 20 ( ( PUNCT fbem-1767 104 21 -4.46 -4.46 NOUN fbem-1767 104 22 ) ) PUNCT fbem-1767 104 23 ( ( PUNCT fbem-1767 104 24 40.39 40.39 NUM fbem-1767 104 25 ) ) PUNCT fbem-1767 104 26 r r NOUN fbem-1767 104 27 - - PUNCT fbem-1767 104 28 squared square VERB fbem-1767 104 29 0.895 0.895 NUM fbem-1767 104 30 0.920 0.920 NUM fbem-1767 104 31 0.897 0.897 NUM fbem-1767 104 32 t t PROPN fbem-1767 104 33 - - PUNCT fbem-1767 104 34 statistics statistic NOUN fbem-1767 104 35 in in ADP fbem-1767 104 36 parentheses parenthesis NOUN fbem-1767 104 37 * * PUNCT fbem-1767 104 38 * * PUNCT fbem-1767 104 39 * * PUNCT fbem-1767 104 40 p<0.01 p<0.01 PROPN fbem-1767 104 41 , , PUNCT fbem-1767 104 42 * * PUNCT fbem-1767 104 43 * * PUNCT fbem-1767 104 44 p<0.05 p<0.05 NOUN fbem-1767 104 45 , , PUNCT fbem-1767 104 46 * * SYM fbem-1767 104 47 p<0.1 p<0.1 NUM fbem-1767 104 48 table table NOUN fbem-1767 104 49 6 6 NUM fbem-1767 104 50 shows show VERB fbem-1767 104 51 the the DET fbem-1767 104 52 results result NOUN fbem-1767 104 53 of of ADP fbem-1767 104 54 the the DET fbem-1767 104 55 threshold threshold NOUN fbem-1767 104 56 regression regression NOUN fbem-1767 104 57 for for ADP fbem-1767 104 58 the the DET fbem-1767 104 59 national national ADJ fbem-1767 104 60 sample sample NOUN fbem-1767 104 61 , , PUNCT fbem-1767 104 62 which which PRON fbem-1767 104 63 passed pass VERB fbem-1767 104 64 the the DET fbem-1767 104 65 double double ADJ fbem-1767 104 66 - - PUNCT fbem-1767 104 67 threshold threshold NOUN fbem-1767 104 68 significance significance NOUN fbem-1767 104 69 test test NOUN fbem-1767 104 70 of of ADP fbem-1767 104 71 the the DET fbem-1767 104 72 digital digital ADJ fbem-1767 104 73 inclusive inclusive PROPN fbem-1767 104 74 finance finance NOUN fbem-1767 104 75 index index NOUN fbem-1767 104 76 , , PUNCT fbem-1767 104 77 but but CCONJ fbem-1767 104 78 failed fail VERB fbem-1767 104 79 the the DET fbem-1767 104 80 three three NUM fbem-1767 104 81 - - PUNCT fbem-1767 104 82 threshold threshold NOUN fbem-1767 104 83 test test NOUN fbem-1767 104 84 , , PUNCT fbem-1767 104 85 with with ADP fbem-1767 104 86 the the DET fbem-1767 104 87 first first ADJ fbem-1767 104 88 threshold threshold NOUN fbem-1767 104 89 value value NOUN fbem-1767 104 90 of of ADP fbem-1767 104 91 45.56 45.56 NUM fbem-1767 104 92 and and CCONJ fbem-1767 104 93 the the DET fbem-1767 104 94 second second ADJ fbem-1767 104 95 threshold threshold NOUN fbem-1767 104 96 value value NOUN fbem-1767 104 97 of of ADP fbem-1767 104 98 282.2235 282.2235 NUM fbem-1767 104 99 . . PUNCT fbem-1767 104 100 when when SCONJ fbem-1767 104 101 the the DET fbem-1767 104 102 digital digital ADJ fbem-1767 104 103 inclusive inclusive ADJ fbem-1767 104 104 finance finance PROPN fbem-1767 104 105 development development NOUN fbem-1767 104 106 index index NOUN fbem-1767 104 107 is be AUX fbem-1767 104 108 less less ADJ fbem-1767 104 109 than than ADP fbem-1767 104 110 or or CCONJ fbem-1767 104 111 equal equal ADJ fbem-1767 104 112 to to ADP fbem-1767 104 113 45.56 45.56 NUM fbem-1767 104 114 , , PUNCT fbem-1767 104 115 that that ADV fbem-1767 104 116 is is ADV fbem-1767 104 117 , , PUNCT fbem-1767 104 118 at at ADP fbem-1767 104 119 the the DET fbem-1767 104 120 early early ADJ fbem-1767 104 121 stage stage NOUN fbem-1767 104 122 of of ADP fbem-1767 104 123 digital digital ADJ fbem-1767 104 124 inclusive inclusive ADJ fbem-1767 104 125 finance finance NOUN fbem-1767 104 126 development development NOUN fbem-1767 104 127 , , PUNCT fbem-1767 104 128 the the DET fbem-1767 104 129 initial initial ADJ fbem-1767 104 130 policy policy NOUN fbem-1767 104 131 preference preference NOUN fbem-1767 104 132 of of ADP fbem-1767 104 133 digital digital ADJ fbem-1767 104 134 inclusive inclusive ADJ fbem-1767 104 135 finance finance NOUN fbem-1767 104 136 is be AUX fbem-1767 104 137 strong strong ADJ fbem-1767 104 138 , , PUNCT fbem-1767 104 139 and and CCONJ fbem-1767 104 140 its its PRON fbem-1767 104 141 impact impact NOUN fbem-1767 104 142 the the DET fbem-1767 104 143 coefficient coefficient NOUN fbem-1767 104 144 of of ADP fbem-1767 104 145 disposable disposable ADJ fbem-1767 104 146 income income NOUN fbem-1767 104 147 of of ADP fbem-1767 104 148 rural rural ADJ fbem-1767 104 149 residents resident NOUN fbem-1767 104 150 is be AUX fbem-1767 104 151 0.315 0.315 NUM fbem-1767 104 152 , , PUNCT fbem-1767 104 153 which which PRON fbem-1767 104 154 passes pass VERB fbem-1767 104 155 the the DET fbem-1767 104 156 1 1 NUM fbem-1767 104 157 % % NOUN fbem-1767 104 158 significance significance NOUN fbem-1767 104 159 test test NOUN fbem-1767 104 160 ; ; PUNCT fbem-1767 104 161 in in ADP fbem-1767 104 162 the the DET fbem-1767 104 163 middle middle NOUN fbem-1767 104 164 of of ADP fbem-1767 104 165 the the DET fbem-1767 104 166 development development NOUN fbem-1767 104 167 of of ADP fbem-1767 104 168 digital digital ADJ fbem-1767 104 169 inclusive inclusive ADJ fbem-1767 104 170 finance finance NOUN fbem-1767 104 171 , , PUNCT fbem-1767 104 172 there there PRON fbem-1767 104 173 is be VERB fbem-1767 104 174 a a DET fbem-1767 104 175 lack lack NOUN fbem-1767 104 176 of of ADP fbem-1767 104 177 sustainable sustainable ADJ fbem-1767 104 178 development development NOUN fbem-1767 104 179 momentum momentum NOUN fbem-1767 104 180 , , PUNCT fbem-1767 104 181 and and CCONJ fbem-1767 104 182 digital digital ADJ fbem-1767 104 183 inclusive inclusive ADJ fbem-1767 104 184 finance finance NOUN fbem-1767 104 185 has have VERB fbem-1767 104 186 problems problem NOUN fbem-1767 104 187 such such ADJ fbem-1767 104 188 as as ADP fbem-1767 104 189 unclear unclear ADJ fbem-1767 104 190 regulatory regulatory ADJ fbem-1767 104 191 system system NOUN fbem-1767 104 192 and and CCONJ fbem-1767 104 193 mixed mixed ADJ fbem-1767 104 194 financial financial ADJ fbem-1767 104 195 institutions institution NOUN fbem-1767 104 196 , , PUNCT fbem-1767 104 197 and and CCONJ fbem-1767 104 198 its its PRON fbem-1767 104 199 ability ability NOUN fbem-1767 104 200 to to PART fbem-1767 104 201 influence influence VERB fbem-1767 104 202 the the DET fbem-1767 104 203 growth growth NOUN fbem-1767 104 204 of of ADP fbem-1767 104 205 disposable disposable ADJ fbem-1767 104 206 income income NOUN fbem-1767 104 207 of of ADP fbem-1767 104 208 rural rural ADJ fbem-1767 104 209 residents resident NOUN fbem-1767 104 210 decreases decrease VERB fbem-1767 104 211 , , PUNCT fbem-1767 104 212 and and CCONJ fbem-1767 104 213 the the DET fbem-1767 104 214 influence influence NOUN fbem-1767 104 215 coefficient coefficient NOUN fbem-1767 104 216 is be AUX fbem-1767 104 217 0.271 0.271 NUM fbem-1767 104 218 in in ADP fbem-1767 104 219 this this DET fbem-1767 104 220 range range NOUN fbem-1767 104 221 ; ; PUNCT fbem-1767 104 222 when when SCONJ fbem-1767 104 223 the the DET fbem-1767 104 224 digital digital ADJ fbem-1767 104 225 inclusive inclusive ADJ fbem-1767 104 226 finance finance NOUN fbem-1767 104 227 index index NOUN fbem-1767 104 228 exceeds exceed VERB fbem-1767 104 229 282.2235 282.2235 NUM fbem-1767 104 230 , , PUNCT fbem-1767 104 231 the the DET fbem-1767 104 232 development development NOUN fbem-1767 104 233 of of ADP fbem-1767 104 234 digital digital ADJ fbem-1767 104 235 inclusive inclusive ADJ fbem-1767 104 236 finance finance NOUN fbem-1767 104 237 enters enter VERB fbem-1767 104 238 a a DET fbem-1767 104 239 higher high ADJ fbem-1767 104 240 level level NOUN fbem-1767 104 241 of of ADP fbem-1767 104 242 development development NOUN fbem-1767 104 243 , , PUNCT fbem-1767 104 244 and and CCONJ fbem-1767 104 245 with with ADP fbem-1767 104 246 the the DET fbem-1767 104 247 continuous continuous ADJ fbem-1767 104 248 improvement improvement NOUN fbem-1767 104 249 of of ADP fbem-1767 104 250 policies policy NOUN fbem-1767 104 251 , , PUNCT fbem-1767 104 252 the the DET fbem-1767 104 253 supply supply NOUN fbem-1767 104 254 side side NOUN fbem-1767 104 255 of of ADP fbem-1767 104 256 financial financial ADJ fbem-1767 104 257 services service NOUN fbem-1767 104 258 , , PUNCT fbem-1767 104 259 the the DET fbem-1767 104 260 demand demand NOUN fbem-1767 104 261 side side NOUN fbem-1767 104 262 and and CCONJ fbem-1767 104 263 the the DET fbem-1767 104 264 internet internet NOUN fbem-1767 104 265 companies company NOUN fbem-1767 104 266 providing provide VERB fbem-1767 104 267 digital digital ADJ fbem-1767 104 268 technology technology NOUN fbem-1767 104 269 form form VERB fbem-1767 104 270 a a DET fbem-1767 104 271 good good ADJ fbem-1767 104 272 interactive interactive ADJ fbem-1767 104 273 and and CCONJ fbem-1767 104 274 synergistic synergistic ADJ fbem-1767 104 275 ecosystem ecosystem NOUN fbem-1767 104 276 , , PUNCT fbem-1767 104 277 and and CCONJ fbem-1767 104 278 the the DET fbem-1767 104 279 effect effect NOUN fbem-1767 104 280 of of ADP fbem-1767 104 281 digital digital ADJ fbem-1767 104 282 inclusive inclusive ADJ fbem-1767 104 283 finance finance NOUN fbem-1767 104 284 on on ADP fbem-1767 104 285 the the DET fbem-1767 104 286 income income NOUN fbem-1767 104 287 growth growth NOUN fbem-1767 104 288 of of ADP fbem-1767 104 289 rural rural ADJ fbem-1767 104 290 residents resident NOUN fbem-1767 104 291 improves improve VERB fbem-1767 104 292 , , PUNCT fbem-1767 104 293 with with ADP fbem-1767 104 294 the the DET fbem-1767 104 295 impact impact NOUN fbem-1767 104 296 coefficient coefficient NOUN fbem-1767 104 297 increasing increase VERB fbem-1767 104 298 to to ADP fbem-1767 104 299 0.283 0.283 NUM fbem-1767 104 300 . . PUNCT fbem-1767 105 1 table table NOUN fbem-1767 105 2 6 6 NUM fbem-1767 105 3 . . PUNCT fbem-1767 106 1 threshold threshold NOUN fbem-1767 106 2 effect effect NOUN fbem-1767 106 3 regression regression NOUN fbem-1767 106 4 results result VERB fbem-1767 106 5 variables variable NOUN fbem-1767 106 6 ( ( PUNCT fbem-1767 106 7 18 18 NUM fbem-1767 106 8 ) ) PUNCT fbem-1767 106 9 lndfiic lndfiic NOUN fbem-1767 106 10 ( ( PUNCT fbem-1767 106 11 dfiic≀45.56 dfiic≀45.56 NOUN fbem-1767 106 12 ) ) PUNCT fbem-1767 106 13 0.315 0.315 NUM fbem-1767 106 14 * * PUNCT fbem-1767 106 15 * * PUNCT fbem-1767 106 16 * * PUNCT fbem-1767 106 17 ( ( PUNCT fbem-1767 106 18 16.64 16.64 NUM fbem-1767 106 19 ) ) PUNCT fbem-1767 106 20 lndfiic lndfiic NOUN fbem-1767 106 21 ( ( PUNCT fbem-1767 106 22 45.56 45.56 NUM fbem-1767 106 23 < < X fbem-1767 106 24 dfiic≀282.2235 dfiic≀282.2235 PROPN fbem-1767 106 25 ) ) PUNCT fbem-1767 106 26 0.271 0.271 NUM fbem-1767 106 27 * * PUNCT fbem-1767 106 28 * * PUNCT fbem-1767 106 29 * * PUNCT fbem-1767 106 30 ( ( PUNCT fbem-1767 106 31 19.56 19.56 NUM fbem-1767 106 32 ) ) PUNCT fbem-1767 106 33 lndfiic lndfiic NOUN fbem-1767 106 34 ( ( PUNCT fbem-1767 106 35 dfiic>282.2235 dfiic>282.2235 X fbem-1767 106 36 ) ) PUNCT fbem-1767 106 37 0.283 0.283 NUM fbem-1767 106 38 * * PUNCT fbem-1767 106 39 * * PUNCT fbem-1767 106 40 * * PUNCT fbem-1767 106 41 ( ( PUNCT fbem-1767 106 42 21.21 21.21 NUM fbem-1767 106 43 ) ) PUNCT fbem-1767 106 44 control control NOUN fbem-1767 106 45 variable variable ADJ fbem-1767 106 46 yes yes INTJ fbem-1767 106 47 constant constant ADJ fbem-1767 106 48 3.144 3.144 NUM fbem-1767 106 49 * * PUNCT fbem-1767 106 50 * * PUNCT fbem-1767 106 51 * * PUNCT fbem-1767 106 52 ( ( PUNCT fbem-1767 106 53 4.40 4.40 NUM fbem-1767 106 54 ) ) PUNCT fbem-1767 106 55 r r NOUN fbem-1767 106 56 - - PUNCT fbem-1767 106 57 squared square VERB fbem-1767 106 58 0.975 0.975 NUM fbem-1767 106 59 t t PROPN fbem-1767 106 60 - - PUNCT fbem-1767 106 61 statistics statistic NOUN fbem-1767 106 62 in in ADP fbem-1767 106 63 parentheses parenthesis NOUN fbem-1767 106 64 * * PUNCT fbem-1767 106 65 * * PUNCT fbem-1767 106 66 * * PUNCT fbem-1767 106 67 p<0.01 p<0.01 PROPN fbem-1767 106 68 , , PUNCT fbem-1767 106 69 * * PUNCT fbem-1767 106 70 * * PUNCT fbem-1767 106 71 p<0.05 p<0.05 NOUN fbem-1767 106 72 , , PUNCT fbem-1767 106 73 * * SYM fbem-1767 106 74 p<0.1 p<0.1 NUM fbem-1767 106 75 6 6 NUM fbem-1767 106 76 . . PUNCT fbem-1767 107 1 conclusion conclusion NOUN fbem-1767 107 2 and and CCONJ fbem-1767 107 3 policy policy NOUN fbem-1767 107 4 recommendations recommendation NOUN fbem-1767 107 5 digital digital ADJ fbem-1767 107 6 inclusive inclusive ADJ fbem-1767 107 7 financial financial ADJ fbem-1767 107 8 development development NOUN fbem-1767 107 9 plays play VERB fbem-1767 107 10 an an DET fbem-1767 107 11 important important ADJ fbem-1767 107 12 role role NOUN fbem-1767 107 13 in in ADP fbem-1767 107 14 promoting promote VERB fbem-1767 107 15 china china PROPN fbem-1767 107 16 's 's PART fbem-1767 107 17 rural rural ADJ fbem-1767 107 18 economic economic ADJ fbem-1767 107 19 development development NOUN fbem-1767 107 20 and and CCONJ fbem-1767 107 21 income income NOUN fbem-1767 107 22 growth growth NOUN fbem-1767 107 23 , , PUNCT fbem-1767 107 24 and and CCONJ fbem-1767 107 25 provides provide VERB fbem-1767 107 26 an an DET fbem-1767 107 27 effective effective ADJ fbem-1767 107 28 reference reference NOUN fbem-1767 107 29 for for ADP fbem-1767 107 30 countries country NOUN fbem-1767 107 31 around around ADP fbem-1767 107 32 the the DET fbem-1767 107 33 world world NOUN fbem-1767 107 34 to to PART fbem-1767 107 35 mitigate mitigate VERB fbem-1767 107 36 the the DET fbem-1767 107 37 urban urban ADJ fbem-1767 107 38 - - PUNCT fbem-1767 107 39 rural rural ADJ fbem-1767 107 40 development development NOUN fbem-1767 107 41 gap gap NOUN fbem-1767 107 42 and and CCONJ fbem-1767 107 43 poverty poverty NOUN fbem-1767 107 44 governance governance NOUN fbem-1767 107 45 . . PUNCT fbem-1767 108 1 this this DET fbem-1767 108 2 paper paper NOUN fbem-1767 108 3 quantitatively quantitatively ADV fbem-1767 108 4 investigates investigate VERB fbem-1767 108 5 the the DET fbem-1767 108 6 impact impact NOUN fbem-1767 108 7 and and CCONJ fbem-1767 108 8 mechanism mechanism NOUN fbem-1767 108 9 of of ADP fbem-1767 108 10 digital digital ADJ fbem-1767 108 11 inclusive inclusive ADJ fbem-1767 108 12 finance finance NOUN fbem-1767 108 13 development development NOUN fbem-1767 108 14 on on ADP fbem-1767 108 15 rural rural ADJ fbem-1767 108 16 residents resident NOUN fbem-1767 108 17 ' ' PART fbem-1767 108 18 disposable disposable ADJ fbem-1767 108 19 income income NOUN fbem-1767 108 20 through through ADP fbem-1767 108 21 panel panel NOUN fbem-1767 108 22 fixed fix VERB fbem-1767 108 23 effects effect NOUN fbem-1767 108 24 , , PUNCT fbem-1767 108 25 mediating mediate VERB fbem-1767 108 26 effects effect NOUN fbem-1767 108 27 and and CCONJ fbem-1767 108 28 threshold threshold NOUN fbem-1767 108 29 regression regression NOUN fbem-1767 108 30 . . PUNCT fbem-1767 109 1 the the DET fbem-1767 109 2 empirical empirical ADJ fbem-1767 109 3 results result NOUN fbem-1767 109 4 show show VERB fbem-1767 109 5 that that SCONJ fbem-1767 109 6 : : PUNCT fbem-1767 109 7 first first ADV fbem-1767 109 8 , , PUNCT fbem-1767 109 9 digital digital ADJ fbem-1767 109 10 inclusive inclusive ADJ fbem-1767 109 11 finance finance NOUN fbem-1767 109 12 can can AUX fbem-1767 109 13 effectively effectively ADV fbem-1767 109 14 promote promote VERB fbem-1767 109 15 the the DET fbem-1767 109 16 growth growth NOUN fbem-1767 109 17 of of ADP fbem-1767 109 18 per per ADP fbem-1767 109 19 capita capita X fbem-1767 109 20 disposable disposable ADJ fbem-1767 109 21 income income NOUN fbem-1767 109 22 of of ADP fbem-1767 109 23 rural rural ADJ fbem-1767 109 24 residents resident NOUN fbem-1767 109 25 in in ADP fbem-1767 109 26 china china PROPN fbem-1767 109 27 , , PUNCT fbem-1767 109 28 and and CCONJ fbem-1767 109 29 the the DET fbem-1767 109 30 impact impact NOUN fbem-1767 109 31 is be AUX fbem-1767 109 32 more more ADV fbem-1767 109 33 significant significant ADJ fbem-1767 109 34 in in ADP fbem-1767 109 35 the the DET fbem-1767 109 36 eastern eastern ADJ fbem-1767 109 37 and and CCONJ fbem-1767 109 38 central central ADJ fbem-1767 109 39 regions region NOUN fbem-1767 109 40 when when SCONJ fbem-1767 109 41 examined examine VERB fbem-1767 109 42 by by ADP fbem-1767 109 43 regions region NOUN fbem-1767 109 44 . . PUNCT fbem-1767 110 1 second second ADJ fbem-1767 110 2 , , PUNCT fbem-1767 110 3 the the DET fbem-1767 110 4 development development NOUN fbem-1767 110 5 of of ADP fbem-1767 110 6 digital digital ADJ fbem-1767 110 7 inclusive inclusive ADJ fbem-1767 110 8 finance finance NOUN fbem-1767 110 9 mainly mainly ADV fbem-1767 110 10 increases increase VERB fbem-1767 110 11 the the DET fbem-1767 110 12 income income NOUN fbem-1767 110 13 of of ADP fbem-1767 110 14 rural rural ADJ fbem-1767 110 15 residents resident NOUN fbem-1767 110 16 by by ADP fbem-1767 110 17 expanding expand VERB fbem-1767 110 18 its its PRON fbem-1767 110 19 coverage coverage NOUN fbem-1767 110 20 breadth breadth NOUN fbem-1767 110 21 and and CCONJ fbem-1767 110 22 deepening deepen VERB fbem-1767 110 23 its its PRON fbem-1767 110 24 usage usage NOUN fbem-1767 110 25 depth depth NOUN fbem-1767 110 26 . . PUNCT fbem-1767 111 1 third third ADJ fbem-1767 111 2 , , PUNCT fbem-1767 111 3 digital digital ADJ fbem-1767 111 4 inclusive inclusive ADJ fbem-1767 111 5 finance finance NOUN fbem-1767 111 6 achieves achieve VERB fbem-1767 111 7 farmers farmer NOUN fbem-1767 111 8 ' ' PART fbem-1767 111 9 income income NOUN fbem-1767 111 10 growth growth NOUN fbem-1767 111 11 mainly mainly ADV fbem-1767 111 12 through through ADP fbem-1767 111 13 the the DET fbem-1767 111 14 mediating mediate VERB fbem-1767 111 15 effect effect NOUN fbem-1767 111 16 of of ADP fbem-1767 111 17 promoting promote VERB fbem-1767 111 18 innovation innovation NOUN fbem-1767 111 19 and and CCONJ fbem-1767 111 20 entrepreneurship entrepreneurship NOUN fbem-1767 111 21 . . PUNCT fbem-1767 112 1 fourth fourth ADJ fbem-1767 112 2 , , PUNCT fbem-1767 112 3 with with ADP fbem-1767 112 4 the the DET fbem-1767 112 5 development development NOUN fbem-1767 112 6 stage stage NOUN fbem-1767 112 7 and and CCONJ fbem-1767 112 8 level level NOUN fbem-1767 112 9 of of ADP fbem-1767 112 10 digital digital ADJ fbem-1767 112 11 inclusive inclusive ADJ fbem-1767 112 12 finance finance NOUN fbem-1767 112 13 , , PUNCT fbem-1767 112 14 there there PRON fbem-1767 112 15 is be VERB fbem-1767 112 16 a a DET fbem-1767 112 17 non non ADJ fbem-1767 112 18 - - ADJ fbem-1767 112 19 linear linear ADJ fbem-1767 112 20 change change NOUN fbem-1767 112 21 of of ADP fbem-1767 112 22 digital digital ADJ fbem-1767 112 23 inclusive inclusive ADJ fbem-1767 112 24 finance finance NOUN fbem-1767 112 25 on on ADP fbem-1767 112 26 the the DET fbem-1767 112 27 per per X fbem-1767 112 28 capita capita X fbem-1767 112 29 disposable disposable ADJ fbem-1767 112 30 income income NOUN fbem-1767 112 31 of of ADP fbem-1767 112 32 rural rural ADJ fbem-1767 112 33 residents resident NOUN fbem-1767 112 34 that that PRON fbem-1767 112 35 first first ADJ fbem-1767 112 36 decreases decrease VERB fbem-1767 112 37 and and CCONJ fbem-1767 112 38 then then ADV fbem-1767 112 39 increases increase VERB fbem-1767 112 40 . . PUNCT fbem-1767 113 1 improving improve VERB fbem-1767 113 2 the the DET fbem-1767 113 3 policies policy NOUN fbem-1767 113 4 and and CCONJ fbem-1767 113 5 regulatory regulatory ADJ fbem-1767 113 6 system system NOUN fbem-1767 113 7 related relate VERB fbem-1767 113 8 to to ADP fbem-1767 113 9 digital digital ADJ fbem-1767 113 10 inclusive inclusive ADJ fbem-1767 113 11 finance finance NOUN fbem-1767 113 12 and and CCONJ fbem-1767 113 13 establishing establish VERB fbem-1767 113 14 a a DET fbem-1767 113 15 path path NOUN fbem-1767 113 16 mechanism mechanism NOUN fbem-1767 113 17 for for ADP fbem-1767 113 18 digital digital ADJ fbem-1767 113 19 inclusive inclusive ADJ fbem-1767 113 20 finance finance NOUN fbem-1767 113 21 to to PART fbem-1767 113 22 achieve achieve VERB fbem-1767 113 23 income income NOUN fbem-1767 113 24 increase increase NOUN fbem-1767 113 25 for for ADP fbem-1767 113 26 low low ADJ fbem-1767 113 27 - - PUNCT fbem-1767 113 28 income income NOUN fbem-1767 113 29 groups group NOUN fbem-1767 113 30 are be AUX fbem-1767 113 31 conducive conducive ADJ fbem-1767 113 32 to to ADP fbem-1767 113 33 reducing reduce VERB fbem-1767 113 34 the the DET fbem-1767 113 35 urban urban ADJ fbem-1767 113 36 - - PUNCT fbem-1767 113 37 rural rural ADJ fbem-1767 113 38 gap gap NOUN fbem-1767 113 39 and and CCONJ fbem-1767 113 40 improving improve VERB fbem-1767 113 41 residents resident NOUN fbem-1767 113 42 ' ' PART fbem-1767 113 43 life life NOUN fbem-1767 113 44 satisfaction satisfaction NOUN fbem-1767 113 45 and and CCONJ fbem-1767 113 46 living living NOUN fbem-1767 113 47 standards standard NOUN fbem-1767 113 48 . . PUNCT fbem-1767 114 1 211 211 NUM fbem-1767 114 2 acknowledgment acknowledgment NOUN fbem-1767 114 3 research research NOUN fbem-1767 114 4 on on ADP fbem-1767 114 5 relative relative ADJ fbem-1767 114 6 poverty poverty NOUN fbem-1767 114 7 management management NOUN fbem-1767 114 8 in in ADP fbem-1767 114 9 border border NOUN fbem-1767 114 10 areas area NOUN fbem-1767 114 11 of of ADP fbem-1767 114 12 guangxi guangxi PROPN fbem-1767 114 13 " " PUNCT fbem-1767 114 14 ( ( PUNCT fbem-1767 114 15 ycsw2021263 ycsw2021263 PROPN fbem-1767 114 16 ) ) PUNCT fbem-1767 114 17 , , PUNCT fbem-1767 114 18 innovation innovation NOUN fbem-1767 114 19 project project NOUN fbem-1767 114 20 of of ADP fbem-1767 114 21 guangxi guangxi PROPN fbem-1767 114 22 graduate graduate PROPN fbem-1767 114 23 education education NOUN fbem-1767 114 24 in in ADP fbem-1767 114 25 2021 2021 NUM fbem-1767 114 26 . . PUNCT fbem-1767 115 1 references reference NOUN fbem-1767 115 2 [ [ X fbem-1767 115 3 1 1 NUM fbem-1767 115 4 ] ] PUNCT fbem-1767 115 5 zhang zhang PROPN fbem-1767 115 6 xun xun PROPN fbem-1767 115 7 , , PUNCT fbem-1767 115 8 wan wan PROPN fbem-1767 115 9 guanghua guanghua PROPN fbem-1767 115 10 , , PUNCT fbem-1767 115 11 zhang zhang PROPN fbem-1767 115 12 jiajia jiajia PROPN fbem-1767 115 13 , , PUNCT fbem-1767 115 14 he he PRON fbem-1767 115 15 zongyue zongyue NOUN fbem-1767 115 16 . . PUNCT fbem-1767 116 1 digital digital ADJ fbem-1767 116 2 economy economy NOUN fbem-1767 116 3 , , PUNCT fbem-1767 116 4 inclusive inclusive ADJ fbem-1767 116 5 finance finance NOUN fbem-1767 116 6 and and CCONJ fbem-1767 116 7 inclusive inclusive ADJ fbem-1767 116 8 growth growth NOUN fbem-1767 117 1 [ [ X fbem-1767 117 2 j j X fbem-1767 117 3 ] ] X fbem-1767 117 4 . . PUNCT fbem-1767 118 1 economic economic ADJ fbem-1767 118 2 research research NOUN fbem-1767 118 3 , , PUNCT fbem-1767 118 4 2019 2019 NUM fbem-1767 118 5 , , PUNCT fbem-1767 118 6 54(08 54(08 NUM fbem-1767 118 7 ): ): PUNCT fbem-1767 118 8 71 71 NUM fbem-1767 118 9 - - SYM fbem-1767 118 10 86 86 NUM fbem-1767 118 11 . . PUNCT fbem-1767 119 1 [ [ X fbem-1767 119 2 2 2 X fbem-1767 119 3 ] ] PUNCT fbem-1767 119 4 zuo zuo PROPN fbem-1767 119 5 xiaofan xiaofan PROPN fbem-1767 119 6 , , PUNCT fbem-1767 119 7 lu lu PROPN fbem-1767 119 8 jixia jixia PROPN fbem-1767 119 9 . . PUNCT fbem-1767 119 10 internet internet NOUN fbem-1767 119 11 use use NOUN fbem-1767 119 12 and and CCONJ fbem-1767 119 13 relative relative ADJ fbem-1767 119 14 poverty poverty NOUN fbem-1767 119 15 of of ADP fbem-1767 119 16 farmers farmer NOUN fbem-1767 119 17 : : PUNCT fbem-1767 119 18 micro micro ADJ fbem-1767 119 19 evidence evidence NOUN fbem-1767 119 20 and and CCONJ fbem-1767 119 21 influence influence NOUN fbem-1767 119 22 mechanism mechanism NOUN fbem-1767 119 23 [ [ X fbem-1767 119 24 j j X fbem-1767 119 25 ] ] X fbem-1767 119 26 . . PUNCT fbem-1767 120 1 egovernment egovernment NOUN fbem-1767 120 2 , , PUNCT fbem-1767 120 3 2020(04):13 2020(04):13 NUM fbem-1767 120 4 - - SYM fbem-1767 120 5 24 24 NUM fbem-1767 120 6 . . PUNCT fbem-1767 121 1 [ [ X fbem-1767 121 2 3 3 X fbem-1767 121 3 ] ] X fbem-1767 121 4 wen wen PROPN fbem-1767 121 5 ruisong ruisong PROPN fbem-1767 121 6 . . PUNCT fbem-1767 122 1 research research NOUN fbem-1767 122 2 on on ADP fbem-1767 122 3 the the DET fbem-1767 122 4 path path NOUN fbem-1767 122 5 of of ADP fbem-1767 122 6 internet internet NOUN fbem-1767 122 7 helping help VERB fbem-1767 122 8 to to PART fbem-1767 122 9 solve solve VERB fbem-1767 122 10 relative relative ADJ fbem-1767 122 11 poverty poverty NOUN fbem-1767 123 1 [ [ X fbem-1767 123 2 j j X fbem-1767 123 3 ] ] X fbem-1767 123 4 . . PUNCT fbem-1767 124 1 e e X fbem-1767 124 2 - - NOUN fbem-1767 124 3 government government NOUN fbem-1767 124 4 , , PUNCT fbem-1767 124 5 2020(02):86 2020(02):86 NUM fbem-1767 124 6 - - SYM fbem-1767 124 7 91 91 NUM fbem-1767 124 8 . . PUNCT fbem-1767 125 1 [ [ X fbem-1767 125 2 4 4 NUM fbem-1767 125 3 ] ] PUNCT fbem-1767 125 4 xie xie PROPN fbem-1767 125 5 jungui jungui PROPN fbem-1767 125 6 , , PUNCT fbem-1767 125 7 chen chen PROPN fbem-1767 125 8 jun jun PROPN fbem-1767 125 9 . . PUNCT fbem-1767 126 1 the the DET fbem-1767 126 2 digital digital ADJ fbem-1767 126 3 divide divide NOUN fbem-1767 126 4 : : PUNCT fbem-1767 126 5 the the DET fbem-1767 126 6 divide divide NOUN fbem-1767 126 7 between between ADP fbem-1767 126 8 the the DET fbem-1767 126 9 rich rich ADJ fbem-1767 126 10 and and CCONJ fbem-1767 126 11 the the DET fbem-1767 126 12 poor poor ADJ fbem-1767 126 13 and and CCONJ fbem-1767 126 14 its its PRON fbem-1767 126 15 regulation regulation NOUN fbem-1767 126 16 [ [ X fbem-1767 126 17 j j X fbem-1767 126 18 ] ] X fbem-1767 126 19 . . PUNCT fbem-1767 127 1 hunan hunan PROPN fbem-1767 127 2 social social PROPN fbem-1767 127 3 sciences sciences PROPN fbem-1767 127 4 , , PUNCT fbem-1767 127 5 2003(06):123 2003(06):123 PROPN fbem-1767 127 6 - - SYM fbem-1767 127 7 125 125 NUM fbem-1767 127 8 . . PUNCT fbem-1767 128 1 [ [ X fbem-1767 128 2 5 5 NUM fbem-1767 128 3 ] ] X fbem-1767 128 4 tan tan ADJ fbem-1767 128 5 shizhong shizhong NOUN fbem-1767 128 6 , , PUNCT fbem-1767 128 7 zhao zhao PROPN fbem-1767 128 8 lihong lihong PROPN fbem-1767 128 9 . . PUNCT fbem-1767 129 1 " " PUNCT fbem-1767 129 2 digital digital ADJ fbem-1767 129 3 divide divide NOUN fbem-1767 129 4 " " PUNCT fbem-1767 129 5 and and CCONJ fbem-1767 129 6 the the DET fbem-1767 129 7 poverty poverty NOUN fbem-1767 129 8 and and CCONJ fbem-1767 129 9 marginalization marginalization NOUN fbem-1767 129 10 of of ADP fbem-1767 129 11 the the DET fbem-1767 129 12 least least ADV fbem-1767 129 13 developed develop VERB fbem-1767 129 14 countries country NOUN fbem-1767 130 1 [ [ X fbem-1767 130 2 j j X fbem-1767 130 3 ] ] X fbem-1767 130 4 . . PUNCT fbem-1767 131 1 qiushi qiushi PROPN fbem-1767 131 2 , , PUNCT fbem-1767 131 3 2003(11):57 2003(11):57 NUM fbem-1767 131 4 - - SYM fbem-1767 131 5 59 59 NUM fbem-1767 131 6 . . PUNCT fbem-1767 132 1 [ [ X fbem-1767 132 2 6 6 NUM fbem-1767 132 3 ] ] PUNCT fbem-1767 132 4 li li PROPN fbem-1767 132 5 jin jin PROPN fbem-1767 132 6 . . PUNCT fbem-1767 133 1 digital digital ADJ fbem-1767 133 2 divide divide NOUN fbem-1767 133 3 and and CCONJ fbem-1767 133 4 information information NOUN fbem-1767 133 5 poverty poverty NOUN fbem-1767 133 6 alleviation alleviation NOUN fbem-1767 134 1 [ [ X fbem-1767 134 2 j j X fbem-1767 134 3 ] ] X fbem-1767 134 4 . . PUNCT fbem-1767 135 1 modern modern ADJ fbem-1767 135 2 intelligence intelligence NOUN fbem-1767 135 3 , , PUNCT fbem-1767 135 4 2006(03):36 2006(03):36 NUM fbem-1767 135 5 - - SYM fbem-1767 135 6 38 38 NUM fbem-1767 135 7 . . PUNCT fbem-1767 136 1 [ [ X fbem-1767 136 2 7 7 X fbem-1767 136 3 ] ] AUX fbem-1767 136 4 ai ai AUX fbem-1767 136 5 xiaoqing xiaoqe VERB fbem-1767 136 6 , , PUNCT fbem-1767 136 7 tian tian PROPN fbem-1767 136 8 yamin yamin PROPN fbem-1767 136 9 . . PUNCT fbem-1767 137 1 research research NOUN fbem-1767 137 2 on on ADP fbem-1767 137 3 the the DET fbem-1767 137 4 effect effect NOUN fbem-1767 137 5 of of ADP fbem-1767 137 6 digital digital ADJ fbem-1767 137 7 economy economy NOUN fbem-1767 137 8 on on ADP fbem-1767 137 9 poverty poverty NOUN fbem-1767 137 10 reduction reduction NOUN fbem-1767 138 1 [ [ X fbem-1767 138 2 j j X fbem-1767 138 3 ] ] X fbem-1767 138 4 . . PUNCT fbem-1767 139 1 journal journal PROPN fbem-1767 139 2 of of ADP fbem-1767 139 3 hunan hunan PROPN fbem-1767 139 4 university university PROPN fbem-1767 139 5 ( ( PUNCT fbem-1767 139 6 social social ADJ fbem-1767 139 7 science science NOUN fbem-1767 139 8 edition edition PROPN fbem-1767 139 9 ) ) PUNCT fbem-1767 139 10 , , PUNCT fbem-1767 139 11 2022 2022 NUM fbem-1767 139 12 , , PUNCT fbem-1767 139 13 36(01 36(01 NUM fbem-1767 139 14 ): ): PUNCT fbem-1767 139 15 50 50 NUM fbem-1767 139 16 - - SYM fbem-1767 139 17 56 56 NUM fbem-1767 139 18 . . PUNCT fbem-1767 140 1 [ [ X fbem-1767 140 2 8 8 NUM fbem-1767 140 3 ] ] X fbem-1767 140 4 miyake miyake PROPN fbem-1767 140 5 t t PROPN fbem-1767 140 6 . . PUNCT fbem-1767 141 1 nurkse nurkse PROPN fbem-1767 141 2 , , PUNCT fbem-1767 141 3 r. r. PROPN fbem-1767 141 4 : : PUNCT fbem-1767 141 5 problems problem NOUN fbem-1767 141 6 of of ADP fbem-1767 141 7 capital capital NOUN fbem-1767 141 8 formation formation NOUN fbem-1767 141 9 in in ADP fbem-1767 141 10 underdeveloped underdeveloped ADJ fbem-1767 141 11 countries[j countries[j PROPN fbem-1767 141 12 ] ] PUNCT fbem-1767 141 13 . . PUNCT fbem-1767 142 1 economic economic ADJ fbem-1767 142 2 review review PROPN fbem-1767 142 3 , , PUNCT fbem-1767 142 4 1954 1954 NUM fbem-1767 142 5 , , PUNCT fbem-1767 142 6 5 5 NUM fbem-1767 142 7 . . PUNCT fbem-1767 143 1 [ [ X fbem-1767 143 2 9 9 NUM fbem-1767 143 3 ] ] SYM fbem-1767 143 4 wu wu PROPN fbem-1767 143 5 lijuan lijuan PROPN fbem-1767 143 6 , , PUNCT fbem-1767 143 7 xu xu PROPN fbem-1767 143 8 zhangyong zhangyong PROPN fbem-1767 143 9 . . PUNCT fbem-1767 143 10 research research NOUN fbem-1767 143 11 on on ADP fbem-1767 143 12 the the DET fbem-1767 143 13 poverty poverty NOUN fbem-1767 143 14 reduction reduction NOUN fbem-1767 143 15 and and CCONJ fbem-1767 143 16 income income NOUN fbem-1767 143 17 increase increase NOUN fbem-1767 143 18 effect effect NOUN fbem-1767 143 19 of of ADP fbem-1767 143 20 my my PRON fbem-1767 143 21 country country NOUN fbem-1767 143 22 's 's PART fbem-1767 143 23 rural rural ADJ fbem-1767 143 24 inclusive inclusive ADJ fbem-1767 143 25 finance finance NOUN fbem-1767 143 26 β€”β€” β€”β€” PUNCT fbem-1767 143 27 based base VERB fbem-1767 143 28 on on ADP fbem-1767 143 29 the the DET fbem-1767 143 30 breakpoint breakpoint NOUN fbem-1767 143 31 regression regression NOUN fbem-1767 143 32 of of ADP fbem-1767 143 33 4023 4023 NUM fbem-1767 143 34 farmers farmer NOUN fbem-1767 143 35 ' ' PART fbem-1767 143 36 micro micro ADJ fbem-1767 143 37 data datum NOUN fbem-1767 143 38 [ [ X fbem-1767 143 39 j j X fbem-1767 143 40 ] ] X fbem-1767 143 41 . . PUNCT fbem-1767 144 1 southern southern ADJ fbem-1767 144 2 economy economy NOUN fbem-1767 144 3 , , PUNCT fbem-1767 144 4 2018(05):104127 2018(05):104127 NUM fbem-1767 144 5 . . PUNCT fbem-1767 145 1 [ [ X fbem-1767 145 2 10 10 NUM fbem-1767 145 3 ] ] X fbem-1767 145 4 guo guo PROPN fbem-1767 145 5 feng feng PROPN fbem-1767 145 6 , , PUNCT fbem-1767 145 7 wang wang PROPN fbem-1767 145 8 jingyi jingyi PROPN fbem-1767 145 9 , , PUNCT fbem-1767 145 10 wang wang PROPN fbem-1767 145 11 fang fang PROPN fbem-1767 145 12 , , PUNCT fbem-1767 145 13 kong kong PROPN fbem-1767 145 14 tao tao PROPN fbem-1767 145 15 , , PUNCT fbem-1767 145 16 zhang zhang PROPN fbem-1767 145 17 xun xun PROPN fbem-1767 145 18 , , PUNCT fbem-1767 145 19 cheng cheng PROPN fbem-1767 145 20 zhiyun zhiyun PROPN fbem-1767 145 21 , , PUNCT fbem-1767 145 22 β€œ " PUNCT fbem-1767 145 23 measuring measure VERB fbem-1767 145 24 china china PROPN fbem-1767 145 25 ’s ’s PART fbem-1767 145 26 digital digital ADJ fbem-1767 145 27 financial financial ADJ fbem-1767 145 28 inclusion inclusion NOUN fbem-1767 145 29 : : PUNCT fbem-1767 145 30 index index NOUN fbem-1767 145 31 compilation compilation NOUN fbem-1767 145 32 and and CCONJ fbem-1767 145 33 spatial spatial ADJ fbem-1767 145 34 characteristics characteristic NOUN fbem-1767 145 35 ” " PUNCT fbem-1767 145 36 , , PUNCT fbem-1767 145 37 china china PROPN fbem-1767 145 38 economic economic PROPN fbem-1767 145 39 quarterly quarterly PROPN fbem-1767 145 40 , , PUNCT fbem-1767 145 41 2020 2020 NUM fbem-1767 145 42 , , PUNCT fbem-1767 145 43 19 19 NUM fbem-1767 145 44 ( ( PUNCT fbem-1767 145 45 4 4 NUM fbem-1767 145 46 ) ) PUNCT fbem-1767 145 47 , , PUNCT fbem-1767 145 48 1401 1401 NUM fbem-1767 145 49 - - SYM fbem-1767 145 50 1418 1418 NUM fbem-1767 145 51 . . PUNCT fbem-1767 146 1 [ [ X fbem-1767 146 2 11 11 NUM fbem-1767 146 3 ] ] X fbem-1767 146 4 zhang zhang PROPN fbem-1767 146 5 guijun guijun PROPN fbem-1767 146 6 , , PUNCT fbem-1767 146 7 liu liu PROPN fbem-1767 146 8 meng meng PROPN fbem-1767 146 9 , , PUNCT fbem-1767 146 10 luo luo PROPN fbem-1767 146 11 liangqing liangqing NOUN fbem-1767 146 12 . . PUNCT fbem-1767 147 1 research research NOUN fbem-1767 147 2 on on ADP fbem-1767 147 3 the the DET fbem-1767 147 4 relative relative ADJ fbem-1767 147 5 poverty poverty NOUN fbem-1767 147 6 characteristics characteristic NOUN fbem-1767 147 7 and and CCONJ fbem-1767 147 8 changes change NOUN fbem-1767 147 9 of of ADP fbem-1767 147 10 urban urban ADJ fbem-1767 147 11 and and CCONJ fbem-1767 147 12 rural rural ADJ fbem-1767 147 13 residents resident NOUN fbem-1767 147 14 in in ADP fbem-1767 147 15 china china PROPN fbem-1767 147 16 : : PUNCT fbem-1767 147 17 an an DET fbem-1767 147 18 empirical empirical ADJ fbem-1767 147 19 analysis analysis NOUN fbem-1767 147 20 based base VERB fbem-1767 147 21 on on ADP fbem-1767 147 22 the the DET fbem-1767 147 23 eles ele NOUN fbem-1767 147 24 model model NOUN fbem-1767 148 1 [ [ X fbem-1767 148 2 j j X fbem-1767 148 3 ] ] X fbem-1767 148 4 . . PUNCT fbem-1767 149 1 china china PROPN fbem-1767 149 2 soft soft ADJ fbem-1767 149 3 science science NOUN fbem-1767 149 4 , , PUNCT fbem-1767 149 5 2021(08 2021(08 NUM fbem-1767 149 6 ): ): PUNCT fbem-1767 149 7 63 63 NUM fbem-1767 149 8 - - SYM fbem-1767 149 9 74 74 NUM fbem-1767 149 10 . . PUNCT fbem-1767 150 1 [ [ X fbem-1767 150 2 12 12 NUM fbem-1767 150 3 ] ] X fbem-1767 150 4 wen wen PROPN fbem-1767 150 5 ruisong ruisong PROPN fbem-1767 150 6 . . PUNCT fbem-1767 151 1 research research NOUN fbem-1767 151 2 on on ADP fbem-1767 151 3 the the DET fbem-1767 151 4 path path NOUN fbem-1767 151 5 of of ADP fbem-1767 151 6 internet internet NOUN fbem-1767 151 7 helping help VERB fbem-1767 151 8 to to PART fbem-1767 151 9 solve solve VERB fbem-1767 151 10 relative relative ADJ fbem-1767 151 11 poverty poverty NOUN fbem-1767 152 1 [ [ X fbem-1767 152 2 j j X fbem-1767 152 3 ] ] X fbem-1767 152 4 . . PUNCT fbem-1767 153 1 e e X fbem-1767 153 2 - - NOUN fbem-1767 153 3 government government NOUN fbem-1767 153 4 , , PUNCT fbem-1767 153 5 2020(02):86 2020(02):86 NUM fbem-1767 153 6 - - SYM fbem-1767 153 7 91 91 NUM fbem-1767 153 8 . . PUNCT fbem-1767 154 1 [ [ X fbem-1767 154 2 13 13 NUM fbem-1767 154 3 ] ] SYM fbem-1767 154 4 li li PROPN fbem-1767 154 5 dongkun dongkun PROPN fbem-1767 154 6 , , PUNCT fbem-1767 154 7 zheng zheng PROPN fbem-1767 154 8 haosheng haosheng PROPN fbem-1767 154 9 , , PUNCT fbem-1767 154 10 zhang zhang PROPN fbem-1767 154 11 xiaoling xiaoling PROPN fbem-1767 154 12 . . PUNCT fbem-1767 155 1 can can AUX fbem-1767 155 2 transportation transportation NOUN fbem-1767 155 3 infrastructure infrastructure NOUN fbem-1767 155 4 construction construction NOUN fbem-1767 155 5 alleviate alleviate VERB fbem-1767 155 6 urban urban ADJ fbem-1767 155 7 poverty poverty NOUN fbem-1767 155 8 ? ? PUNCT fbem-1767 156 1 [ [ X fbem-1767 156 2 j j X fbem-1767 156 3 ] ] X fbem-1767 156 4 . . PUNCT fbem-1767 157 1 journal journal PROPN fbem-1767 157 2 of of ADP fbem-1767 157 3 hohai hohai PROPN fbem-1767 157 4 university university PROPN fbem-1767 157 5 ( ( PUNCT fbem-1767 157 6 philosophy philosophy NOUN fbem-1767 157 7 and and CCONJ fbem-1767 157 8 social social ADJ fbem-1767 157 9 sciences science NOUN fbem-1767 157 10 edition edition NOUN fbem-1767 157 11 ) ) PUNCT fbem-1767 157 12 , , PUNCT fbem-1767 157 13 2021,23(01):89 2021,23(01):89 NOUN fbem-1767 157 14 - - SYM fbem-1767 157 15 97 97 NUM fbem-1767 157 16 + + NOUN fbem-1767 157 17 108 108 NUM fbem-1767 157 18 . . PUNCT fbem-1767 158 1 [ [ X fbem-1767 158 2 14 14 NUM fbem-1767 158 3 ] ] X fbem-1767 158 4 sun sun PROPN fbem-1767 158 5 qian qian PROPN fbem-1767 158 6 , , PUNCT fbem-1767 158 7 xu xu PROPN fbem-1767 158 8 zhangyong zhangyong PROPN fbem-1767 158 9 . . PUNCT fbem-1767 159 1 digital digital PROPN fbem-1767 159 2 inclusive inclusive ADJ fbem-1767 159 3 finance finance NOUN fbem-1767 159 4 , , PUNCT fbem-1767 159 5 county county NOUN fbem-1767 159 6 endowment endowment NOUN fbem-1767 159 7 and and CCONJ fbem-1767 159 8 industrial industrial ADJ fbem-1767 159 9 structure structure NOUN fbem-1767 159 10 upgrading upgrade VERB fbem-1767 159 11 [ [ X fbem-1767 159 12 j j X fbem-1767 159 13 ] ] X fbem-1767 159 14 . . PUNCT fbem-1767 160 1 statistics statistic NOUN fbem-1767 160 2 and and CCONJ fbem-1767 160 3 decision decision NOUN fbem-1767 160 4 - - PUNCT fbem-1767 160 5 making making NOUN fbem-1767 160 6 , , PUNCT fbem-1767 160 7 2021 2021 NUM fbem-1767 160 8 , , PUNCT fbem-1767 160 9 37(18 37(18 NUM fbem-1767 160 10 ): ): PUNCT fbem-1767 160 11 140 140 NUM fbem-1767 160 12 - - SYM fbem-1767 160 13 144 144 NUM fbem-1767 160 14 . . PUNCT