id sid tid token lemma pos fbem-31524 1 1 frontiers frontier NOUN fbem-31524 1 2 in in ADP fbem-31524 1 3 business business NOUN fbem-31524 1 4 , , PUNCT fbem-31524 1 5 economics economic NOUN fbem-31524 1 6 and and CCONJ fbem-31524 1 7 management management NOUN fbem-31524 1 8 issn issn PROPN fbem-31524 1 9 : : PUNCT fbem-31524 1 10 2766 2766 NUM fbem-31524 1 11 - - PUNCT fbem-31524 1 12 824x 824x NUM fbem-31524 1 13 | | ADJ fbem-31524 1 14 vol vol NOUN fbem-31524 1 15 . . PROPN fbem-31524 1 16 20 20 NUM fbem-31524 1 17 , , PUNCT fbem-31524 1 18 no no INTJ fbem-31524 1 19 . . NOUN fbem-31524 1 20 2 2 NUM fbem-31524 1 21 , , PUNCT fbem-31524 1 22 2025 2025 NUM fbem-31524 1 23 131 131 NUM fbem-31524 1 24 the the DET fbem-31524 1 25 impact impact NOUN fbem-31524 1 26 mechanism mechanism NOUN fbem-31524 1 27 and and CCONJ fbem-31524 1 28 effect effect NOUN fbem-31524 1 29 of of ADP fbem-31524 1 30 digital digital ADJ fbem-31524 1 31 economy economy NOUN fbem-31524 1 32 on on ADP fbem-31524 1 33 industrial industrial ADJ fbem-31524 1 34 green green ADJ fbem-31524 1 35 development development NOUN fbem-31524 1 36 efficiency efficiency NOUN fbem-31524 1 37 : : PUNCT fbem-31524 1 38 a a DET fbem-31524 1 39 case case NOUN fbem-31524 1 40 study study NOUN fbem-31524 1 41 of of ADP fbem-31524 1 42 the the DET fbem-31524 1 43 yangtze yangtze PROPN fbem-31524 1 44 river river PROPN fbem-31524 1 45 delta delta PROPN fbem-31524 1 46 region region PROPN fbem-31524 1 47 yan yan PROPN fbem-31524 1 48 yang yang PROPN fbem-31524 1 49 1 1 NUM fbem-31524 1 50 , , PUNCT fbem-31524 1 51 * * PROPN fbem-31524 1 52 , , PUNCT fbem-31524 1 53 yang yang PROPN fbem-31524 1 54 chen chen PROPN fbem-31524 1 55 2 2 NUM fbem-31524 1 56 , , PUNCT fbem-31524 1 57 anni anni PROPN fbem-31524 1 58 yang yang PROPN fbem-31524 1 59 3 3 NUM fbem-31524 1 60 1 1 NUM fbem-31524 1 61 school school NOUN fbem-31524 1 62 of of ADP fbem-31524 1 63 economics economic NOUN fbem-31524 1 64 , , PUNCT fbem-31524 1 65 anhui anhui PROPN fbem-31524 1 66 university university PROPN fbem-31524 1 67 of of ADP fbem-31524 1 68 finance finance NOUN fbem-31524 1 69 and and CCONJ fbem-31524 1 70 economics economic NOUN fbem-31524 1 71 , , PUNCT fbem-31524 1 72 bengbu bengbu NOUN fbem-31524 1 73 , , PUNCT fbem-31524 1 74 233030 233030 NUM fbem-31524 1 75 , , PUNCT fbem-31524 1 76 china china PROPN fbem-31524 1 77 2 2 NUM fbem-31524 1 78 school school NOUN fbem-31524 1 79 of of ADP fbem-31524 1 80 international international ADJ fbem-31524 1 81 economics economic NOUN fbem-31524 1 82 and and CCONJ fbem-31524 1 83 trade trade NOUN fbem-31524 1 84 , , PUNCT fbem-31524 1 85 anhui anhui PROPN fbem-31524 1 86 university university PROPN fbem-31524 1 87 of of ADP fbem-31524 1 88 finance finance NOUN fbem-31524 1 89 and and CCONJ fbem-31524 1 90 economics economic NOUN fbem-31524 1 91 , , PUNCT fbem-31524 1 92 bengbu bengbu NOUN fbem-31524 1 93 , , PUNCT fbem-31524 1 94 233030 233030 NUM fbem-31524 1 95 , , PUNCT fbem-31524 1 96 china china PROPN fbem-31524 1 97 3 3 NUM fbem-31524 1 98 school school NOUN fbem-31524 1 99 of of ADP fbem-31524 1 100 management management NOUN fbem-31524 1 101 science science NOUN fbem-31524 1 102 and and CCONJ fbem-31524 1 103 engineering engineering NOUN fbem-31524 1 104 , , PUNCT fbem-31524 1 105 anhui anhui PROPN fbem-31524 1 106 university university PROPN fbem-31524 1 107 of of ADP fbem-31524 1 108 finance finance NOUN fbem-31524 1 109 and and CCONJ fbem-31524 1 110 economics economic NOUN fbem-31524 1 111 , , PUNCT fbem-31524 1 112 bengbu bengbu NOUN fbem-31524 1 113 , , PUNCT fbem-31524 1 114 233030 233030 NUM fbem-31524 1 115 , , PUNCT fbem-31524 1 116 china china PROPN fbem-31524 1 117 * * PUNCT fbem-31524 1 118 corresponding correspond VERB fbem-31524 1 119 author author NOUN fbem-31524 1 120 : : PUNCT fbem-31524 1 121 yan yan PROPN fbem-31524 1 122 yang yang PROPN fbem-31524 1 123 ( ( PUNCT fbem-31524 1 124 email email NOUN fbem-31524 1 125 : : PUNCT fbem-31524 1 126 1056855980@qq.com 1056855980@qq.com NUM fbem-31524 1 127 ) ) PUNCT fbem-31524 1 128 abstract abstract NOUN fbem-31524 1 129 : : PUNCT fbem-31524 1 130 in in ADP fbem-31524 1 131 the the DET fbem-31524 1 132 context context NOUN fbem-31524 1 133 of of ADP fbem-31524 1 134 the the DET fbem-31524 1 135 yangtze yangtze PROPN fbem-31524 1 136 river river PROPN fbem-31524 1 137 delta delta NOUN fbem-31524 1 138 integration integration NOUN fbem-31524 1 139 strategy strategy NOUN fbem-31524 1 140 and and CCONJ fbem-31524 1 141 the the DET fbem-31524 1 142 " " PUNCT fbem-31524 1 143 dual dual ADJ fbem-31524 1 144 - - PUNCT fbem-31524 1 145 carbon carbon NOUN fbem-31524 1 146 " " PUNCT fbem-31524 1 147 goal goal NOUN fbem-31524 1 148 , , PUNCT fbem-31524 1 149 promoting promote VERB fbem-31524 1 150 green green ADJ fbem-31524 1 151 and and CCONJ fbem-31524 1 152 lowcarbon lowcarbon NOUN fbem-31524 1 153 economic economic ADJ fbem-31524 1 154 and and CCONJ fbem-31524 1 155 social social ADJ fbem-31524 1 156 development development NOUN fbem-31524 1 157 has have AUX fbem-31524 1 158 become become VERB fbem-31524 1 159 a a DET fbem-31524 1 160 key key ADJ fbem-31524 1 161 link link NOUN fbem-31524 1 162 to to PART fbem-31524 1 163 achieve achieve VERB fbem-31524 1 164 high high ADJ fbem-31524 1 165 - - PUNCT fbem-31524 1 166 quality quality NOUN fbem-31524 1 167 development development NOUN fbem-31524 1 168 . . PUNCT fbem-31524 2 1 the the DET fbem-31524 2 2 yangtze yangtze PROPN fbem-31524 2 3 river river PROPN fbem-31524 2 4 delta delta PROPN fbem-31524 2 5 , , PUNCT fbem-31524 2 6 as as ADP fbem-31524 2 7 a a DET fbem-31524 2 8 core core NOUN fbem-31524 2 9 growth growth NOUN fbem-31524 2 10 pole pole NOUN fbem-31524 2 11 of of ADP fbem-31524 2 12 china china PROPN fbem-31524 2 13 's 's PART fbem-31524 2 14 economy economy NOUN fbem-31524 2 15 , , PUNCT fbem-31524 2 16 faces face VERB fbem-31524 2 17 the the DET fbem-31524 2 18 dilemma dilemma NOUN fbem-31524 2 19 of of ADP fbem-31524 2 20 high high ADJ fbem-31524 2 21 energy energy NOUN fbem-31524 2 22 consumption consumption NOUN fbem-31524 2 23 and and CCONJ fbem-31524 2 24 high high ADJ fbem-31524 2 25 emissions emission NOUN fbem-31524 2 26 in in ADP fbem-31524 2 27 traditional traditional ADJ fbem-31524 2 28 industrial industrial ADJ fbem-31524 2 29 models model NOUN fbem-31524 2 30 . . PUNCT fbem-31524 3 1 while while SCONJ fbem-31524 3 2 the the DET fbem-31524 3 3 digital digital ADJ fbem-31524 3 4 economy economy NOUN fbem-31524 3 5 is be AUX fbem-31524 3 6 booming boom VERB fbem-31524 3 7 in in ADP fbem-31524 3 8 this this DET fbem-31524 3 9 region region NOUN fbem-31524 3 10 , , PUNCT fbem-31524 3 11 research research NOUN fbem-31524 3 12 on on ADP fbem-31524 3 13 the the DET fbem-31524 3 14 linkage linkage NOUN fbem-31524 3 15 between between ADP fbem-31524 3 16 digital digital ADJ fbem-31524 3 17 economy economy NOUN fbem-31524 3 18 and and CCONJ fbem-31524 3 19 industrial industrial ADJ fbem-31524 3 20 green green PROPN fbem-31524 3 21 development development NOUN fbem-31524 3 22 efficiency efficiency NOUN fbem-31524 3 23 remains remain VERB fbem-31524 3 24 insufficient insufficient ADJ fbem-31524 3 25 , , PUNCT fbem-31524 3 26 especially especially ADV fbem-31524 3 27 lacking lack VERB fbem-31524 3 28 empirical empirical ADJ fbem-31524 3 29 analysis analysis NOUN fbem-31524 3 30 at at ADP fbem-31524 3 31 the the DET fbem-31524 3 32 prefecture prefecture NOUN fbem-31524 3 33 - - PUNCT fbem-31524 3 34 level level NOUN fbem-31524 3 35 city city NOUN fbem-31524 3 36 level level NOUN fbem-31524 3 37 . . PUNCT fbem-31524 4 1 this this DET fbem-31524 4 2 study study NOUN fbem-31524 4 3 aims aim VERB fbem-31524 4 4 to to PART fbem-31524 4 5 fill fill VERB fbem-31524 4 6 this this DET fbem-31524 4 7 gap gap NOUN fbem-31524 4 8 by by ADP fbem-31524 4 9 constructing construct VERB fbem-31524 4 10 a a DET fbem-31524 4 11 theoretical theoretical ADJ fbem-31524 4 12 framework framework NOUN fbem-31524 4 13 to to PART fbem-31524 4 14 explore explore VERB fbem-31524 4 15 how how SCONJ fbem-31524 4 16 the the DET fbem-31524 4 17 digital digital ADJ fbem-31524 4 18 economy economy NOUN fbem-31524 4 19 affects affect VERB fbem-31524 4 20 industrial industrial ADJ fbem-31524 4 21 green green ADJ fbem-31524 4 22 development development NOUN fbem-31524 4 23 efficiency efficiency NOUN fbem-31524 4 24 through through ADP fbem-31524 4 25 technological technological ADJ fbem-31524 4 26 progress progress NOUN fbem-31524 4 27 , , PUNCT fbem-31524 4 28 resource resource NOUN fbem-31524 4 29 optimization optimization NOUN fbem-31524 4 30 , , PUNCT fbem-31524 4 31 and and CCONJ fbem-31524 4 32 industrial industrial ADJ fbem-31524 4 33 upgrading upgrading NOUN fbem-31524 4 34 . . PUNCT fbem-31524 5 1 using use VERB fbem-31524 5 2 data datum NOUN fbem-31524 5 3 from from ADP fbem-31524 5 4 41 41 NUM fbem-31524 5 5 prefecture prefecture NOUN fbem-31524 5 6 - - PUNCT fbem-31524 5 7 level level NOUN fbem-31524 5 8 cities city NOUN fbem-31524 5 9 in in ADP fbem-31524 5 10 the the DET fbem-31524 5 11 yangtze yangtze PROPN fbem-31524 5 12 river river PROPN fbem-31524 5 13 delta delta PROPN fbem-31524 5 14 , , PUNCT fbem-31524 5 15 it it PRON fbem-31524 5 16 employs employ VERB fbem-31524 5 17 dual dual ADJ fbem-31524 5 18 fixed fix VERB fbem-31524 5 19 - - PUNCT fbem-31524 5 20 effect effect NOUN fbem-31524 5 21 models model NOUN fbem-31524 5 22 and and CCONJ fbem-31524 5 23 spatial spatial ADJ fbem-31524 5 24 durbin durbin ADJ fbem-31524 5 25 models model NOUN fbem-31524 5 26 to to PART fbem-31524 5 27 quantify quantify VERB fbem-31524 5 28 direct direct ADJ fbem-31524 5 29 impacts impact NOUN fbem-31524 5 30 and and CCONJ fbem-31524 5 31 spatial spatial ADJ fbem-31524 5 32 spillover spillover NOUN fbem-31524 5 33 effects effect NOUN fbem-31524 5 34 , , PUNCT fbem-31524 5 35 verifying verify VERB fbem-31524 5 36 the the DET fbem-31524 5 37 mediating mediate VERB fbem-31524 5 38 roles role NOUN fbem-31524 5 39 of of ADP fbem-31524 5 40 industrial industrial ADJ fbem-31524 5 41 upgrading upgrading NOUN fbem-31524 5 42 and and CCONJ fbem-31524 5 43 human human ADJ fbem-31524 5 44 capital capital NOUN fbem-31524 5 45 . . PUNCT fbem-31524 6 1 additionally additionally ADV fbem-31524 6 2 , , PUNCT fbem-31524 6 3 it it PRON fbem-31524 6 4 calculates calculate VERB fbem-31524 6 5 moran moran PROPN fbem-31524 6 6 's 's PART fbem-31524 6 7 i i PRON fbem-31524 6 8 to to PART fbem-31524 6 9 test test VERB fbem-31524 6 10 spatial spatial ADJ fbem-31524 6 11 correlation correlation NOUN fbem-31524 6 12 , , PUNCT fbem-31524 6 13 providing provide VERB fbem-31524 6 14 a a DET fbem-31524 6 15 basis basis NOUN fbem-31524 6 16 for for ADP fbem-31524 6 17 spatial spatial ADJ fbem-31524 6 18 econometric econometric ADJ fbem-31524 6 19 models model NOUN fbem-31524 6 20 . . PUNCT fbem-31524 7 1 finally finally ADV fbem-31524 7 2 , , PUNCT fbem-31524 7 3 it it PRON fbem-31524 7 4 proposes propose VERB fbem-31524 7 5 policy policy NOUN fbem-31524 7 6 combinations combination NOUN fbem-31524 7 7 involving involve VERB fbem-31524 7 8 digital digital ADJ fbem-31524 7 9 infrastructure infrastructure NOUN fbem-31524 7 10 upgrading upgrading NOUN fbem-31524 7 11 , , PUNCT fbem-31524 7 12 industrial industrial ADJ fbem-31524 7 13 collaborative collaborative ADJ fbem-31524 7 14 innovation innovation NOUN fbem-31524 7 15 , , PUNCT fbem-31524 7 16 and and CCONJ fbem-31524 7 17 cross cross ADJ fbem-31524 7 18 - - ADJ fbem-31524 7 19 regional regional ADJ fbem-31524 7 20 governance governance NOUN fbem-31524 7 21 to to PART fbem-31524 7 22 support support VERB fbem-31524 7 23 the the DET fbem-31524 7 24 green green ADJ fbem-31524 7 25 transformation transformation NOUN fbem-31524 7 26 of of ADP fbem-31524 7 27 industries industry NOUN fbem-31524 7 28 in in ADP fbem-31524 7 29 the the DET fbem-31524 7 30 yangtze yangtze PROPN fbem-31524 7 31 river river PROPN fbem-31524 7 32 delta delta PROPN fbem-31524 7 33 and and CCONJ fbem-31524 7 34 offer offer VERB fbem-31524 7 35 a a DET fbem-31524 7 36 regional regional ADJ fbem-31524 7 37 model model NOUN fbem-31524 7 38 for for ADP fbem-31524 7 39 the the DET fbem-31524 7 40 nation nation NOUN fbem-31524 7 41 . . PUNCT fbem-31524 8 1 keywords keyword NOUN fbem-31524 8 2 : : PUNCT fbem-31524 8 3 digital digital ADJ fbem-31524 8 4 economy economy NOUN fbem-31524 8 5 ; ; PUNCT fbem-31524 8 6 industrial industrial ADJ fbem-31524 8 7 green green PROPN fbem-31524 8 8 development development NOUN fbem-31524 8 9 efficiency efficiency NOUN fbem-31524 8 10 ; ; PUNCT fbem-31524 8 11 yangtze yangtze PROPN fbem-31524 8 12 river river PROPN fbem-31524 8 13 delta delta NOUN fbem-31524 8 14 ; ; PUNCT fbem-31524 8 15 impact impact NOUN fbem-31524 8 16 mechanism mechanism NOUN fbem-31524 8 17 ; ; PUNCT fbem-31524 8 18 spatial spatial ADJ fbem-31524 8 19 spillover spillover NOUN fbem-31524 8 20 . . PUNCT fbem-31524 9 1 1 1 X fbem-31524 9 2 . . X fbem-31524 9 3 introduction introduction NOUN fbem-31524 9 4 the the DET fbem-31524 9 5 global global ADJ fbem-31524 9 6 economy economy NOUN fbem-31524 9 7 is be AUX fbem-31524 9 8 undergoing undergo VERB fbem-31524 9 9 a a DET fbem-31524 9 10 profound profound ADJ fbem-31524 9 11 transformation transformation NOUN fbem-31524 9 12 towards towards ADP fbem-31524 9 13 digitalization digitalization NOUN fbem-31524 9 14 , , PUNCT fbem-31524 9 15 reshaping reshape VERB fbem-31524 9 16 production production NOUN fbem-31524 9 17 modes mode NOUN fbem-31524 9 18 , , PUNCT fbem-31524 9 19 resource resource NOUN fbem-31524 9 20 allocation allocation NOUN fbem-31524 9 21 , , PUNCT fbem-31524 9 22 and and CCONJ fbem-31524 9 23 environmental environmental ADJ fbem-31524 9 24 protection protection NOUN fbem-31524 9 25 . . PUNCT fbem-31524 10 1 studying study VERB fbem-31524 10 2 how how SCONJ fbem-31524 10 3 the the DET fbem-31524 10 4 digital digital ADJ fbem-31524 10 5 economy economy NOUN fbem-31524 10 6 influences influence VERB fbem-31524 10 7 industrial industrial ADJ fbem-31524 10 8 green green PROPN fbem-31524 10 9 development development NOUN fbem-31524 10 10 efficiency efficiency NOUN fbem-31524 10 11 is be AUX fbem-31524 10 12 crucial crucial ADJ fbem-31524 10 13 for for ADP fbem-31524 10 14 enriching enriching ADJ fbem-31524 10 15 theories theory NOUN fbem-31524 10 16 of of ADP fbem-31524 10 17 sustainable sustainable ADJ fbem-31524 10 18 industrial industrial ADJ fbem-31524 10 19 development development NOUN fbem-31524 10 20 . . PUNCT fbem-31524 11 1 [ [ X fbem-31524 11 2 1 1 X fbem-31524 11 3 ] ] PUNCT fbem-31524 11 4 despite despite SCONJ fbem-31524 11 5 abundant abundant ADJ fbem-31524 11 6 literature literature NOUN fbem-31524 11 7 on on ADP fbem-31524 11 8 the the DET fbem-31524 11 9 digital digital ADJ fbem-31524 11 10 economy economy NOUN fbem-31524 11 11 and and CCONJ fbem-31524 11 12 green green ADJ fbem-31524 11 13 development development NOUN fbem-31524 11 14 , , PUNCT fbem-31524 11 15 there there PRON fbem-31524 11 16 is be VERB fbem-31524 11 17 a a DET fbem-31524 11 18 scarcity scarcity NOUN fbem-31524 11 19 of of ADP fbem-31524 11 20 research research NOUN fbem-31524 11 21 on on ADP fbem-31524 11 22 their their PRON fbem-31524 11 23 interactive interactive ADJ fbem-31524 11 24 mechanisms mechanism NOUN fbem-31524 11 25 , , PUNCT fbem-31524 11 26 particularly particularly ADV fbem-31524 11 27 at at ADP fbem-31524 11 28 the the DET fbem-31524 11 29 prefecture prefecture NOUN fbem-31524 11 30 - - PUNCT fbem-31524 11 31 level level NOUN fbem-31524 11 32 in in ADP fbem-31524 11 33 the the DET fbem-31524 11 34 yangtze yangtze PROPN fbem-31524 11 35 river river PROPN fbem-31524 11 36 delta delta PROPN fbem-31524 11 37 . . PUNCT fbem-31524 12 1 this this DET fbem-31524 12 2 study study NOUN fbem-31524 12 3 addresses address VERB fbem-31524 12 4 this this DET fbem-31524 12 5 gap gap NOUN fbem-31524 12 6 , , PUNCT fbem-31524 12 7 with with ADP fbem-31524 12 8 both both CCONJ fbem-31524 12 9 theoretical theoretical ADJ fbem-31524 12 10 and and CCONJ fbem-31524 12 11 practical practical ADJ fbem-31524 12 12 significance significance NOUN fbem-31524 12 13 . . PUNCT fbem-31524 13 1 theoretically theoretically ADV fbem-31524 13 2 , , PUNCT fbem-31524 13 3 it it PRON fbem-31524 13 4 constructs construct VERB fbem-31524 13 5 an an DET fbem-31524 13 6 analytical analytical ADJ fbem-31524 13 7 framework framework NOUN fbem-31524 13 8 for for ADP fbem-31524 13 9 the the DET fbem-31524 13 10 digital digital ADJ fbem-31524 13 11 economy economy NOUN fbem-31524 13 12 and and CCONJ fbem-31524 13 13 industrial industrial ADJ fbem-31524 13 14 green green PROPN fbem-31524 13 15 development development NOUN fbem-31524 13 16 efficiency efficiency NOUN fbem-31524 13 17 , , PUNCT fbem-31524 13 18 expanding expand VERB fbem-31524 13 19 related related ADJ fbem-31524 13 20 research research NOUN fbem-31524 13 21 . . PUNCT fbem-31524 14 1 practically practically ADV fbem-31524 14 2 , , PUNCT fbem-31524 14 3 it it PRON fbem-31524 14 4 provides provide VERB fbem-31524 14 5 empirical empirical ADJ fbem-31524 14 6 support support NOUN fbem-31524 14 7 for for ADP fbem-31524 14 8 policymakers policymaker NOUN fbem-31524 14 9 and and CCONJ fbem-31524 14 10 enterprises enterprise NOUN fbem-31524 14 11 , , PUNCT fbem-31524 14 12 aiding aid VERB fbem-31524 14 13 in in ADP fbem-31524 14 14 formulating formulate VERB fbem-31524 14 15 digital digital ADJ fbem-31524 14 16 economy economy NOUN fbem-31524 14 17 and and CCONJ fbem-31524 14 18 green green ADJ fbem-31524 14 19 development development NOUN fbem-31524 14 20 policies policy NOUN fbem-31524 14 21 and and CCONJ fbem-31524 14 22 guiding guide VERB fbem-31524 14 23 industrial industrial ADJ fbem-31524 14 24 transformation transformation NOUN fbem-31524 14 25 [ [ X fbem-31524 14 26 2 2 NUM fbem-31524 14 27 ] ] PUNCT fbem-31524 14 28 . . PUNCT fbem-31524 15 1 the the DET fbem-31524 15 2 yangtze yangtze PROPN fbem-31524 15 3 river river PROPN fbem-31524 15 4 delta delta PROPN fbem-31524 15 5 , , PUNCT fbem-31524 15 6 a a DET fbem-31524 15 7 national national ADJ fbem-31524 15 8 strategic strategic ADJ fbem-31524 15 9 hub hub NOUN fbem-31524 15 10 , , PUNCT fbem-31524 15 11 leads lead VERB fbem-31524 15 12 in in ADP fbem-31524 15 13 digital digital ADJ fbem-31524 15 14 economy economy NOUN fbem-31524 15 15 development development NOUN fbem-31524 15 16 . . PUNCT fbem-31524 16 1 in in ADP fbem-31524 16 2 2022 2022 NUM fbem-31524 16 3 , , PUNCT fbem-31524 16 4 its its PRON fbem-31524 16 5 digital digital ADJ fbem-31524 16 6 economy economy NOUN fbem-31524 16 7 accounted account VERB fbem-31524 16 8 for for ADP fbem-31524 16 9 nearly nearly ADV fbem-31524 16 10 30 30 NUM fbem-31524 16 11 % % NOUN fbem-31524 16 12 of of ADP fbem-31524 16 13 the the DET fbem-31524 16 14 national national ADJ fbem-31524 16 15 total total NOUN fbem-31524 16 16 , , PUNCT fbem-31524 16 17 with with ADP fbem-31524 16 18 jiangsu jiangsu PROPN fbem-31524 16 19 and and CCONJ fbem-31524 16 20 zhejiang zhejiang PROPN fbem-31524 16 21 excelling excel VERB fbem-31524 16 22 in in ADP fbem-31524 16 23 industrial industrial ADJ fbem-31524 16 24 digitization digitization NOUN fbem-31524 16 25 . . PUNCT fbem-31524 17 1 however however ADV fbem-31524 17 2 , , PUNCT fbem-31524 17 3 rapid rapid ADJ fbem-31524 17 4 industrial industrial ADJ fbem-31524 17 5 growth growth NOUN fbem-31524 17 6 has have AUX fbem-31524 17 7 brought bring VERB fbem-31524 17 8 ecological ecological ADJ fbem-31524 17 9 challenges challenge NOUN fbem-31524 17 10 , , PUNCT fbem-31524 17 11 making make VERB fbem-31524 17 12 green green ADJ fbem-31524 17 13 development development PROPN fbem-31524 17 14 imperative imperative PROPN fbem-31524 17 15 . . PUNCT fbem-31524 18 1 general general ADJ fbem-31524 18 2 secretary secretary PROPN fbem-31524 18 3 xi xi PROPN fbem-31524 18 4 jinping jinping PROPN fbem-31524 18 5 emphasized emphasize VERB fbem-31524 18 6 in in ADP fbem-31524 18 7 the the DET fbem-31524 18 8 20th 20th ADJ fbem-31524 18 9 national national PROPN fbem-31524 18 10 congress congress PROPN fbem-31524 18 11 report report VERB fbem-31524 18 12 that that SCONJ fbem-31524 18 13 green green ADJ fbem-31524 18 14 and and CCONJ fbem-31524 18 15 low low ADJ fbem-31524 18 16 - - PUNCT fbem-31524 18 17 carbon carbon NOUN fbem-31524 18 18 development development NOUN fbem-31524 18 19 is be AUX fbem-31524 18 20 key key ADJ fbem-31524 18 21 to to ADP fbem-31524 18 22 high high ADJ fbem-31524 18 23 - - PUNCT fbem-31524 18 24 quality quality NOUN fbem-31524 18 25 growth growth NOUN fbem-31524 18 26 . . PUNCT fbem-31524 19 1 against against ADP fbem-31524 19 2 this this DET fbem-31524 19 3 backdrop backdrop NOUN fbem-31524 19 4 , , PUNCT fbem-31524 19 5 exploring explore VERB fbem-31524 19 6 how how SCONJ fbem-31524 19 7 the the DET fbem-31524 19 8 digital digital ADJ fbem-31524 19 9 economy economy NOUN fbem-31524 19 10 promotes promote VERB fbem-31524 19 11 industrial industrial ADJ fbem-31524 19 12 green green ADJ fbem-31524 19 13 development development NOUN fbem-31524 19 14 efficiency efficiency NOUN fbem-31524 19 15 in in ADP fbem-31524 19 16 the the DET fbem-31524 19 17 yangtze yangtze PROPN fbem-31524 19 18 river river PROPN fbem-31524 19 19 delta delta NOUN fbem-31524 19 20 is be AUX fbem-31524 19 21 timely timely ADJ fbem-31524 19 22 and and CCONJ fbem-31524 19 23 significant significant ADJ fbem-31524 19 24 . . PUNCT fbem-31524 20 1 this this DET fbem-31524 20 2 study study NOUN fbem-31524 20 3 focuses focus VERB fbem-31524 20 4 on on ADP fbem-31524 20 5 41 41 NUM fbem-31524 20 6 cities city NOUN fbem-31524 20 7 in in ADP fbem-31524 20 8 the the DET fbem-31524 20 9 region region NOUN fbem-31524 20 10 to to PART fbem-31524 20 11 examine examine VERB fbem-31524 20 12 the the DET fbem-31524 20 13 impact impact NOUN fbem-31524 20 14 paths path NOUN fbem-31524 20 15 of of ADP fbem-31524 20 16 the the DET fbem-31524 20 17 digital digital ADJ fbem-31524 20 18 economy economy NOUN fbem-31524 20 19 and and CCONJ fbem-31524 20 20 propose propose VERB fbem-31524 20 21 targeted target VERB fbem-31524 20 22 recommendations recommendation NOUN fbem-31524 20 23 [ [ X fbem-31524 20 24 3 3 NUM fbem-31524 20 25 , , PUNCT fbem-31524 20 26 4 4 NUM fbem-31524 20 27 ] ] PUNCT fbem-31524 20 28 . . PUNCT fbem-31524 21 1 2 2 X fbem-31524 21 2 . . X fbem-31524 21 3 literature literature NOUN fbem-31524 21 4 review review PROPN fbem-31524 21 5 research research NOUN fbem-31524 21 6 on on ADP fbem-31524 21 7 the the DET fbem-31524 21 8 digital digital ADJ fbem-31524 21 9 economy economy NOUN fbem-31524 21 10 dates date VERB fbem-31524 21 11 back back ADV fbem-31524 21 12 to to ADP fbem-31524 21 13 tapscott tapscott PROPN fbem-31524 21 14 's 's PART fbem-31524 21 15 ( ( PUNCT fbem-31524 21 16 1990s 1990s NUM fbem-31524 21 17 ) ) PUNCT fbem-31524 21 18 definition definition NOUN fbem-31524 21 19 , , PUNCT fbem-31524 21 20 emphasize emphasize VERB fbem-31524 21 21 its its PRON fbem-31524 21 22 role role NOUN fbem-31524 21 23 in in ADP fbem-31524 21 24 driving drive VERB fbem-31524 21 25 informatization informatization NOUN fbem-31524 21 26 and and CCONJ fbem-31524 21 27 intelligent intelligent ADJ fbem-31524 21 28 transformation transformation NOUN fbem-31524 21 29 . . PUNCT fbem-31524 22 1 peitz peitz PROPN fbem-31524 22 2 et et PROPN fbem-31524 22 3 al al PROPN fbem-31524 22 4 . . PUNCT fbem-31524 23 1 [ [ X fbem-31524 23 2 5 5 NUM fbem-31524 23 3 ] ] PUNCT fbem-31524 23 4 ( ( PUNCT fbem-31524 23 5 2012 2012 NUM fbem-31524 23 6 ) ) PUNCT fbem-31524 23 7 highlighted highlight VERB fbem-31524 23 8 platform platform NOUN fbem-31524 23 9 economies economy NOUN fbem-31524 23 10 ’ ' PUNCT fbem-31524 23 11 role role NOUN fbem-31524 23 12 in in ADP fbem-31524 23 13 reducing reduce VERB fbem-31524 23 14 transaction transaction NOUN fbem-31524 23 15 costs cost NOUN fbem-31524 23 16 , , PUNCT fbem-31524 23 17 while while SCONJ fbem-31524 23 18 jorgenson jorgenson PROPN fbem-31524 23 19 et et PROPN fbem-31524 23 20 al al PROPN fbem-31524 23 21 . . PROPN fbem-31524 24 1 ( ( PUNCT fbem-31524 24 2 2016 2016 NUM fbem-31524 24 3 ) ) PUNCT fbem-31524 25 1 [ [ X fbem-31524 25 2 6 6 NUM fbem-31524 25 3 ] ] PUNCT fbem-31524 25 4 linked link VERB fbem-31524 25 5 ecommerce ecommerce NOUN fbem-31524 25 6 to to ADP fbem-31524 25 7 infrastructure infrastructure NOUN fbem-31524 25 8 upgrades upgrade NOUN fbem-31524 25 9 and and CCONJ fbem-31524 25 10 economic economic ADJ fbem-31524 25 11 growth growth NOUN fbem-31524 25 12 . . PUNCT fbem-31524 26 1 domestic domestic ADJ fbem-31524 26 2 studies study NOUN fbem-31524 26 3 , , PUNCT fbem-31524 26 4 such such ADJ fbem-31524 26 5 as as ADP fbem-31524 26 6 jing je VERB fbem-31524 26 7 et et PROPN fbem-31524 26 8 al al PROPN fbem-31524 26 9 . . PROPN fbem-31524 26 10 ( ( PUNCT fbem-31524 26 11 2019 2019 NUM fbem-31524 26 12 ) ) PUNCT fbem-31524 27 1 [ [ X fbem-31524 27 2 7 7 X fbem-31524 27 3 ] ] PUNCT fbem-31524 27 4 and and CCONJ fbem-31524 27 5 ding ding NOUN fbem-31524 27 6 ( ( PUNCT fbem-31524 27 7 2020 2020 NUM fbem-31524 27 8 ) ) PUNCT fbem-31524 28 1 [ [ X fbem-31524 28 2 8 8 NUM fbem-31524 28 3 ] ] PUNCT fbem-31524 28 4 , , PUNCT fbem-31524 28 5 explored explore VERB fbem-31524 28 6 micro micro ADJ fbem-31524 28 7 and and CCONJ fbem-31524 28 8 macro macro ADJ fbem-31524 28 9 mechanisms mechanism NOUN fbem-31524 28 10 of of ADP fbem-31524 28 11 digital digital ADJ fbem-31524 28 12 economy economy NOUN fbem-31524 28 13 - - PUNCT fbem-31524 28 14 driven drive VERB fbem-31524 28 15 high high ADJ fbem-31524 28 16 - - PUNCT fbem-31524 28 17 quality quality NOUN fbem-31524 28 18 development development NOUN fbem-31524 28 19 , , PUNCT fbem-31524 28 20 noting note VERB fbem-31524 28 21 issues issue NOUN fbem-31524 28 22 like like ADP fbem-31524 28 23 the the DET fbem-31524 28 24 " " PUNCT fbem-31524 28 25 digital digital ADJ fbem-31524 28 26 divide divide NOUN fbem-31524 28 27 " " PUNCT fbem-31524 28 28 ( ( PUNCT fbem-31524 28 29 liu liu PROPN fbem-31524 28 30 et et PROPN fbem-31524 28 31 al al PROPN fbem-31524 28 32 . . PROPN fbem-31524 28 33 , , PUNCT fbem-31524 28 34 2020 2020 NUM fbem-31524 28 35 ) ) PUNCT fbem-31524 29 1 [ [ X fbem-31524 29 2 9 9 NUM fbem-31524 29 3 ] ] PUNCT fbem-31524 29 4 and and CCONJ fbem-31524 29 5 continuous continuous ADJ fbem-31524 29 6 growth growth NOUN fbem-31524 29 7 in in ADP fbem-31524 29 8 digital digital ADJ fbem-31524 29 9 economy economy NOUN fbem-31524 29 10 levels level NOUN fbem-31524 29 11 ( ( PUNCT fbem-31524 29 12 wang wang PROPN fbem-31524 29 13 et et PROPN fbem-31524 29 14 al al PROPN fbem-31524 29 15 . . PROPN fbem-31524 29 16 , , PUNCT fbem-31524 29 17 2021 2021 NUM fbem-31524 29 18 ) ) PUNCT fbem-31524 30 1 [ [ X fbem-31524 30 2 10 10 NUM fbem-31524 30 3 ] ] PUNCT fbem-31524 30 4 . . PUNCT fbem-31524 31 1 industrial industrial ADJ fbem-31524 31 2 green green PROPN fbem-31524 31 3 development development NOUN fbem-31524 31 4 efficiency efficiency NOUN fbem-31524 31 5 , , PUNCT fbem-31524 31 6 focusing focus VERB fbem-31524 31 7 on on ADP fbem-31524 31 8 resource resource NOUN fbem-31524 31 9 and and CCONJ fbem-31524 31 10 environmental environmental ADJ fbem-31524 31 11 constraints constraint NOUN fbem-31524 31 12 , , PUNCT fbem-31524 31 13 has have AUX fbem-31524 31 14 been be AUX fbem-31524 31 15 measured measure VERB fbem-31524 31 16 using use VERB fbem-31524 31 17 methods method NOUN fbem-31524 31 18 like like ADP fbem-31524 31 19 sbm sbm NOUN fbem-31524 31 20 models model NOUN fbem-31524 31 21 ( ( PUNCT fbem-31524 31 22 zhou zhou X fbem-31524 31 23 et et PROPN fbem-31524 31 24 al al PROPN fbem-31524 31 25 . . PROPN fbem-31524 31 26 , , PUNCT fbem-31524 31 27 2006 2006 NUM fbem-31524 31 28 ) ) PUNCT fbem-31524 31 29 and and CCONJ fbem-31524 31 30 dea dea PROPN fbem-31524 31 31 ( ( PUNCT fbem-31524 31 32 kortelainen kortelainen PROPN fbem-31524 31 33 , , PUNCT fbem-31524 31 34 2008 2008 NUM fbem-31524 31 35 ) ) PUNCT fbem-31524 31 36 . . PUNCT fbem-31524 32 1 domestic domestic ADJ fbem-31524 32 2 studies study NOUN fbem-31524 32 3 , , PUNCT fbem-31524 32 4 such such ADJ fbem-31524 32 5 as as ADP fbem-31524 32 6 li li PROPN fbem-31524 32 7 et et PROPN fbem-31524 32 8 al al PROPN fbem-31524 32 9 . . PROPN fbem-31524 32 10 ( ( PUNCT fbem-31524 32 11 2013 2013 NUM fbem-31524 32 12 ) ) PUNCT fbem-31524 32 13 and and CCONJ fbem-31524 32 14 chen chen PROPN fbem-31524 32 15 ( ( PUNCT fbem-31524 32 16 2016 2016 NUM fbem-31524 32 17 ) ) PUNCT fbem-31524 32 18 , , PUNCT fbem-31524 32 19 analyzed analyze VERB fbem-31524 32 20 green green ADJ fbem-31524 32 21 total total ADJ fbem-31524 32 22 factor factor NOUN fbem-31524 32 23 productivity productivity NOUN fbem-31524 32 24 in in ADP fbem-31524 32 25 industrial industrial ADJ fbem-31524 32 26 sectors sector NOUN fbem-31524 32 27 , , PUNCT fbem-31524 32 28 revealing reveal VERB fbem-31524 32 29 challenges challenge NOUN fbem-31524 32 30 in in ADP fbem-31524 32 31 green green ADJ fbem-31524 32 32 transformation transformation NOUN fbem-31524 32 33 . . PUNCT fbem-31524 33 1 wu wu PROPN fbem-31524 33 2 et et PROPN fbem-31524 33 3 al al PROPN fbem-31524 33 4 . . PROPN fbem-31524 34 1 ( ( PUNCT fbem-31524 34 2 2018 2018 NUM fbem-31524 34 3 ) ) PUNCT fbem-31524 34 4 and and CCONJ fbem-31524 34 5 zhou zhou PROPN fbem-31524 34 6 ( ( PUNCT fbem-31524 34 7 2019 2019 NUM fbem-31524 34 8 ) ) PUNCT fbem-31524 34 9 explored explore VERB fbem-31524 34 10 spatial spatial ADJ fbem-31524 34 11 differences difference NOUN fbem-31524 34 12 and and CCONJ fbem-31524 34 13 u u NOUN fbem-31524 34 14 - - ADJ fbem-31524 34 15 shaped shape VERB fbem-31524 34 16 relationships relationship NOUN fbem-31524 34 17 between between ADP fbem-31524 34 18 economic economic ADJ fbem-31524 34 19 level level NOUN fbem-31524 34 20 and and CCONJ fbem-31524 34 21 green green ADJ fbem-31524 34 22 productivity productivity NOUN fbem-31524 34 23 in in ADP fbem-31524 34 24 the the DET fbem-31524 34 25 yangtze yangtze PROPN fbem-31524 34 26 river river PROPN fbem-31524 34 27 delta delta NOUN fbem-31524 35 1 [ [ X fbem-31524 35 2 11 11 NUM fbem-31524 35 3 ] ] PUNCT fbem-31524 35 4 . . PUNCT fbem-31524 36 1 studies study NOUN fbem-31524 36 2 on on ADP fbem-31524 36 3 the the DET fbem-31524 36 4 digital digital ADJ fbem-31524 36 5 economy economy NOUN fbem-31524 36 6 and and CCONJ fbem-31524 36 7 industrial industrial ADJ fbem-31524 36 8 green green ADJ fbem-31524 36 9 efficiency efficiency NOUN fbem-31524 36 10 show show VERB fbem-31524 36 11 that that SCONJ fbem-31524 36 12 digitalization digitalization NOUN fbem-31524 36 13 enhances enhance VERB fbem-31524 36 14 green green ADJ fbem-31524 36 15 total total ADJ fbem-31524 36 16 factor factor NOUN fbem-31524 36 17 productivity productivity NOUN fbem-31524 36 18 through through ADP fbem-31524 36 19 market market NOUN fbem-31524 36 20 reforms reform NOUN fbem-31524 36 21 , , PUNCT fbem-31524 36 22 industrial industrial ADJ fbem-31524 36 23 upgrading upgrading NOUN fbem-31524 36 24 , , PUNCT fbem-31524 36 25 and and CCONJ fbem-31524 36 26 human human ADJ fbem-31524 36 27 capital capital NOUN fbem-31524 36 28 ( ( PUNCT fbem-31524 36 29 xiao xiao PROPN fbem-31524 36 30 et et PROPN fbem-31524 36 31 al al PROPN fbem-31524 36 32 . . PROPN fbem-31524 36 33 , , PUNCT fbem-31524 36 34 2021 2021 NUM fbem-31524 36 35 ) ) PUNCT fbem-31524 36 36 . . PUNCT fbem-31524 37 1 it it PRON fbem-31524 37 2 improves improve VERB fbem-31524 37 3 capital capital NOUN fbem-31524 37 4 132 132 NUM fbem-31524 37 5 allocation allocation NOUN fbem-31524 37 6 efficiency efficiency NOUN fbem-31524 37 7 ( ( PUNCT fbem-31524 37 8 zhou zhou X fbem-31524 37 9 et et PROPN fbem-31524 37 10 al al PROPN fbem-31524 37 11 . . PROPN fbem-31524 37 12 , , PUNCT fbem-31524 37 13 2021 2021 NUM fbem-31524 37 14 ) ) PUNCT fbem-31524 37 15 and and CCONJ fbem-31524 37 16 exhibits exhibit VERB fbem-31524 37 17 a a DET fbem-31524 37 18 ushaped ushaped ADJ fbem-31524 37 19 relationship relationship NOUN fbem-31524 37 20 with with ADP fbem-31524 37 21 urban urban ADJ fbem-31524 37 22 green green PROPN fbem-31524 37 23 productivity productivity NOUN fbem-31524 37 24 ( ( PUNCT fbem-31524 37 25 zhang zhang PROPN fbem-31524 37 26 et et PROPN fbem-31524 37 27 al al PROPN fbem-31524 37 28 . . PROPN fbem-31524 37 29 , , PUNCT fbem-31524 37 30 2022 2022 NUM fbem-31524 37 31 ) ) PUNCT fbem-31524 37 32 . . PUNCT fbem-31524 38 1 however however ADV fbem-31524 38 2 , , PUNCT fbem-31524 38 3 existing exist VERB fbem-31524 38 4 research research NOUN fbem-31524 38 5 lacks lack VERB fbem-31524 38 6 focus focus VERB fbem-31524 38 7 on on ADP fbem-31524 38 8 prefecture prefecture NOUN fbem-31524 38 9 - - PUNCT fbem-31524 38 10 level level NOUN fbem-31524 38 11 cities city NOUN fbem-31524 38 12 and and CCONJ fbem-31524 38 13 spatial spatial ADJ fbem-31524 38 14 spillover spillover NOUN fbem-31524 38 15 effects effect NOUN fbem-31524 38 16 , , PUNCT fbem-31524 38 17 which which PRON fbem-31524 38 18 this this DET fbem-31524 38 19 study study NOUN fbem-31524 38 20 addresses address NOUN fbem-31524 38 21 . . PUNCT fbem-31524 39 1 3 3 X fbem-31524 39 2 . . X fbem-31524 39 3 research research NOUN fbem-31524 39 4 design design NOUN fbem-31524 39 5 and and CCONJ fbem-31524 39 6 methodology methodology NOUN fbem-31524 39 7 3.1 3.1 NUM fbem-31524 39 8 . . PUNCT fbem-31524 40 1 research research NOUN fbem-31524 40 2 objectives objective NOUN fbem-31524 40 3 this this DET fbem-31524 40 4 study study NOUN fbem-31524 40 5 aims aim VERB fbem-31524 40 6 to to PART fbem-31524 40 7 : : PUNCT fbem-31524 40 8 ( ( PUNCT fbem-31524 40 9 1 1 X fbem-31524 40 10 ) ) PUNCT fbem-31524 40 11 construct construct VERB fbem-31524 40 12 a a DET fbem-31524 40 13 theoretical theoretical ADJ fbem-31524 40 14 framework framework NOUN fbem-31524 40 15 of of ADP fbem-31524 40 16 " " PUNCT fbem-31524 40 17 digital digital ADJ fbem-31524 40 18 technology technology NOUN fbem-31524 40 19 penetration penetration NOUN fbem-31524 40 20 industrial industrial ADJ fbem-31524 40 21 structure structure NOUN fbem-31524 40 22 upgrading upgrade VERB fbem-31524 40 23 green green ADJ fbem-31524 40 24 efficiency efficiency NOUN fbem-31524 40 25 improvement improvement NOUN fbem-31524 40 26 " " PUNCT fbem-31524 40 27 based base VERB fbem-31524 40 28 on on ADP fbem-31524 40 29 sustainable sustainable ADJ fbem-31524 40 30 development development NOUN fbem-31524 40 31 and and CCONJ fbem-31524 40 32 industrial industrial ADJ fbem-31524 40 33 economics economic NOUN fbem-31524 40 34 theories theory NOUN fbem-31524 40 35 , , PUNCT fbem-31524 40 36 analyzing analyze VERB fbem-31524 40 37 multi multi ADJ fbem-31524 40 38 - - ADJ fbem-31524 40 39 dimensional dimensional ADJ fbem-31524 40 40 paths path NOUN fbem-31524 40 41 of of ADP fbem-31524 40 42 digital digital ADJ fbem-31524 40 43 economy economy NOUN fbem-31524 40 44 empowerment empowerment NOUN fbem-31524 40 45 in in ADP fbem-31524 40 46 the the DET fbem-31524 40 47 yangtze yangtze PROPN fbem-31524 40 48 river river PROPN fbem-31524 40 49 delta delta PROPN fbem-31524 40 50 . . PUNCT fbem-31524 41 1 ( ( PUNCT fbem-31524 41 2 2 2 X fbem-31524 41 3 ) ) PUNCT fbem-31524 41 4 use use VERB fbem-31524 41 5 dynamic dynamic ADJ fbem-31524 41 6 spatial spatial ADJ fbem-31524 41 7 durbin durbin ADJ fbem-31524 41 8 models model NOUN fbem-31524 41 9 ( ( PUNCT fbem-31524 41 10 sdm sdm PROPN fbem-31524 41 11 ) ) PUNCT fbem-31524 41 12 , , PUNCT fbem-31524 41 13 spatial spatial ADJ fbem-31524 41 14 spillover spillover NOUN fbem-31524 41 15 models model NOUN fbem-31524 41 16 , , PUNCT fbem-31524 41 17 and and CCONJ fbem-31524 41 18 threshold threshold NOUN fbem-31524 41 19 regression regression NOUN fbem-31524 41 20 to to PART fbem-31524 41 21 empirically empirically ADV fbem-31524 41 22 test test VERB fbem-31524 41 23 direct direct ADJ fbem-31524 41 24 impacts impact NOUN fbem-31524 41 25 , , PUNCT fbem-31524 41 26 spatial spatial ADJ fbem-31524 41 27 spillovers spillover NOUN fbem-31524 41 28 , , PUNCT fbem-31524 41 29 and and CCONJ fbem-31524 41 30 non non ADJ fbem-31524 41 31 - - ADJ fbem-31524 41 32 linear linear ADJ fbem-31524 41 33 mechanisms mechanism NOUN fbem-31524 41 34 of of ADP fbem-31524 41 35 the the DET fbem-31524 41 36 digital digital ADJ fbem-31524 41 37 economy economy NOUN fbem-31524 41 38 on on ADP fbem-31524 41 39 industrial industrial ADJ fbem-31524 41 40 green green ADJ fbem-31524 41 41 efficiency efficiency NOUN fbem-31524 41 42 , , PUNCT fbem-31524 41 43 quantifying quantify VERB fbem-31524 41 44 dynamic dynamic ADJ fbem-31524 41 45 correlations correlation NOUN fbem-31524 41 46 and and CCONJ fbem-31524 41 47 regional regional ADJ fbem-31524 41 48 differences difference NOUN fbem-31524 41 49 . . PUNCT fbem-31524 42 1 ( ( PUNCT fbem-31524 42 2 3 3 X fbem-31524 42 3 ) ) PUNCT fbem-31524 42 4 propose propose VERB fbem-31524 42 5 differentiated differentiated ADJ fbem-31524 42 6 policies policy NOUN fbem-31524 42 7 from from ADP fbem-31524 42 8 digital digital ADJ fbem-31524 42 9 infrastructure infrastructure NOUN fbem-31524 42 10 , , PUNCT fbem-31524 42 11 industrial industrial ADJ fbem-31524 42 12 collaboration collaboration NOUN fbem-31524 42 13 , , PUNCT fbem-31524 42 14 and and CCONJ fbem-31524 42 15 cross cross ADJ fbem-31524 42 16 - - ADJ fbem-31524 42 17 regional regional ADJ fbem-31524 42 18 governance governance NOUN fbem-31524 42 19 to to PART fbem-31524 42 20 optimize optimize VERB fbem-31524 42 21 integration integration NOUN fbem-31524 42 22 paths path NOUN fbem-31524 42 23 , , PUNCT fbem-31524 42 24 supporting support VERB fbem-31524 42 25 the the DET fbem-31524 42 26 yangtze yangtze PROPN fbem-31524 42 27 river river PROPN fbem-31524 42 28 delta delta NOUN fbem-31524 42 29 as as ADP fbem-31524 42 30 a a DET fbem-31524 42 31 green green ADJ fbem-31524 42 32 transformation transformation NOUN fbem-31524 42 33 model model NOUN fbem-31524 42 34 . . PUNCT fbem-31524 43 1 3.2 3.2 NUM fbem-31524 43 2 . . PUNCT fbem-31524 44 1 research research NOUN fbem-31524 44 2 content content NOUN fbem-31524 44 3 the the DET fbem-31524 44 4 study study NOUN fbem-31524 44 5 first first ADV fbem-31524 44 6 explores explore VERB fbem-31524 44 7 the the DET fbem-31524 44 8 internal internal ADJ fbem-31524 44 9 logic logic NOUN fbem-31524 44 10 and and CCONJ fbem-31524 44 11 stylized stylize VERB fbem-31524 44 12 facts fact NOUN fbem-31524 44 13 of of ADP fbem-31524 44 14 how how SCONJ fbem-31524 44 15 the the DET fbem-31524 44 16 digital digital ADJ fbem-31524 44 17 economy economy NOUN fbem-31524 44 18 affects affect VERB fbem-31524 44 19 industrial industrial ADJ fbem-31524 44 20 green green ADJ fbem-31524 44 21 efficiency efficiency NOUN fbem-31524 44 22 . . PUNCT fbem-31524 45 1 the the DET fbem-31524 45 2 yangtze yangtze PROPN fbem-31524 45 3 river river PROPN fbem-31524 45 4 delta delta NOUN fbem-31524 45 5 faces face VERB fbem-31524 45 6 challenges challenge NOUN fbem-31524 45 7 like like ADP fbem-31524 45 8 high high ADJ fbem-31524 45 9 industrial industrial ADJ fbem-31524 45 10 energy energy NOUN fbem-31524 45 11 consumption consumption NOUN fbem-31524 45 12 ( ( PUNCT fbem-31524 45 13 18 18 NUM fbem-31524 45 14 % % NOUN fbem-31524 45 15 of of ADP fbem-31524 45 16 the the DET fbem-31524 45 17 national national ADJ fbem-31524 45 18 total total NOUN fbem-31524 45 19 in in ADP fbem-31524 45 20 2022 2022 NUM fbem-31524 45 21 ) ) PUNCT fbem-31524 45 22 and and CCONJ fbem-31524 45 23 low low ADJ fbem-31524 45 24 green green ADJ fbem-31524 45 25 technology technology NOUN fbem-31524 45 26 conversion conversion NOUN fbem-31524 45 27 rates rate NOUN fbem-31524 45 28 ( ( PUNCT fbem-31524 45 29 below below ADP fbem-31524 45 30 30 30 NUM fbem-31524 45 31 % % NOUN fbem-31524 45 32 ) ) PUNCT fbem-31524 45 33 . . PUNCT fbem-31524 46 1 digital digital PROPN fbem-31524 46 2 technologies technology NOUN fbem-31524 46 3 , , PUNCT fbem-31524 46 4 however however ADV fbem-31524 46 5 , , PUNCT fbem-31524 46 6 reduce reduce VERB fbem-31524 46 7 unit unit NOUN fbem-31524 46 8 gdp gdp NOUN fbem-31524 46 9 energy energy NOUN fbem-31524 46 10 consumption consumption NOUN fbem-31524 46 11 by by ADP fbem-31524 46 12 over over ADP fbem-31524 46 13 15 15 NUM fbem-31524 46 14 % % NOUN fbem-31524 46 15 and and CCONJ fbem-31524 46 16 improve improve VERB fbem-31524 46 17 waste waste NOUN fbem-31524 46 18 reuse reuse NOUN fbem-31524 46 19 rates rate NOUN fbem-31524 46 20 in in ADP fbem-31524 46 21 the the DET fbem-31524 46 22 automotive automotive ADJ fbem-31524 46 23 industry industry NOUN fbem-31524 46 24 to to ADP fbem-31524 46 25 62 62 NUM fbem-31524 46 26 % % NOUN fbem-31524 46 27 , , PUNCT fbem-31524 46 28 demonstrating demonstrate VERB fbem-31524 46 29 potential potential NOUN fbem-31524 46 30 for for ADP fbem-31524 46 31 green green ADJ fbem-31524 46 32 transformation transformation NOUN fbem-31524 47 1 [ [ X fbem-31524 47 2 12 12 NUM fbem-31524 47 3 ] ] PUNCT fbem-31524 47 4 . . PUNCT fbem-31524 48 1 next next ADV fbem-31524 48 2 , , PUNCT fbem-31524 48 3 it it PRON fbem-31524 48 4 builds build VERB fbem-31524 48 5 a a DET fbem-31524 48 6 theoretical theoretical ADJ fbem-31524 48 7 framework framework NOUN fbem-31524 48 8 , , PUNCT fbem-31524 48 9 proposing propose VERB fbem-31524 48 10 four four NUM fbem-31524 48 11 hypotheses hypothesis NOUN fbem-31524 48 12 : : PUNCT fbem-31524 48 13 ( ( PUNCT fbem-31524 48 14 h1 h1 PROPN fbem-31524 48 15 ) ) PUNCT fbem-31524 48 16 the the DET fbem-31524 48 17 digital digital ADJ fbem-31524 48 18 economy economy NOUN fbem-31524 48 19 promotes promote VERB fbem-31524 48 20 industrial industrial ADJ fbem-31524 48 21 green green ADJ fbem-31524 48 22 efficiency efficiency NOUN fbem-31524 48 23 in in ADP fbem-31524 48 24 the the DET fbem-31524 48 25 yangtze yangtze PROPN fbem-31524 48 26 river river PROPN fbem-31524 48 27 delta delta NOUN fbem-31524 48 28 ; ; PUNCT fbem-31524 48 29 ( ( PUNCT fbem-31524 48 30 h2 h2 NOUN fbem-31524 48 31 ) ) PUNCT fbem-31524 48 32 it it PRON fbem-31524 48 33 acts act VERB fbem-31524 48 34 through through ADP fbem-31524 48 35 industrial industrial ADJ fbem-31524 48 36 upgrading upgrading NOUN fbem-31524 48 37 as as ADP fbem-31524 48 38 a a DET fbem-31524 48 39 mediator mediator NOUN fbem-31524 48 40 ; ; PUNCT fbem-31524 48 41 ( ( PUNCT fbem-31524 48 42 h3 h3 NOUN fbem-31524 48 43 ) ) PUNCT fbem-31524 48 44 it it PRON fbem-31524 48 45 acts act VERB fbem-31524 48 46 through through ADP fbem-31524 48 47 human human ADJ fbem-31524 48 48 capital capital NOUN fbem-31524 48 49 as as ADP fbem-31524 48 50 a a DET fbem-31524 48 51 mediator mediator NOUN fbem-31524 48 52 ; ; PUNCT fbem-31524 48 53 ( ( PUNCT fbem-31524 48 54 h4 h4 NOUN fbem-31524 48 55 ) ) PUNCT fbem-31524 48 56 it it PRON fbem-31524 48 57 has have VERB fbem-31524 48 58 spatial spatial ADJ fbem-31524 48 59 spillover spillover NOUN fbem-31524 48 60 effects effect NOUN fbem-31524 48 61 on on ADP fbem-31524 48 62 industrial industrial ADJ fbem-31524 48 63 green green ADJ fbem-31524 48 64 efficiency efficiency NOUN fbem-31524 48 65 . . PUNCT fbem-31524 49 1 for for ADP fbem-31524 49 2 statistical statistical ADJ fbem-31524 49 3 measurement measurement NOUN fbem-31524 49 4 , , PUNCT fbem-31524 49 5 it it PRON fbem-31524 49 6 constructs construct VERB fbem-31524 49 7 an an DET fbem-31524 49 8 index index NOUN fbem-31524 49 9 system system NOUN fbem-31524 49 10 for for ADP fbem-31524 49 11 digital digital ADJ fbem-31524 49 12 economy economy NOUN fbem-31524 49 13 development development NOUN fbem-31524 49 14 , , PUNCT fbem-31524 49 15 using use VERB fbem-31524 49 16 entropy entropy NOUN fbem-31524 49 17 weight weight NOUN fbem-31524 49 18 method method NOUN fbem-31524 49 19 to to PART fbem-31524 49 20 calculate calculate VERB fbem-31524 49 21 scores score NOUN fbem-31524 49 22 and and CCONJ fbem-31524 49 23 analyze analyze VERB fbem-31524 49 24 temporal temporal ADJ fbem-31524 49 25 changes change NOUN fbem-31524 49 26 . . PUNCT fbem-31524 50 1 it it PRON fbem-31524 50 2 also also ADV fbem-31524 50 3 measures measure VERB fbem-31524 50 4 industrial industrial ADJ fbem-31524 50 5 green green ADJ fbem-31524 50 6 efficiency efficiency NOUN fbem-31524 50 7 with with ADP fbem-31524 50 8 a a DET fbem-31524 50 9 superefficiency superefficiency NOUN fbem-31524 50 10 sbm sbm PROPN fbem-31524 50 11 model model NOUN fbem-31524 50 12 , , PUNCT fbem-31524 50 13 considering consider VERB fbem-31524 50 14 undesired undesired ADJ fbem-31524 50 15 outputs output NOUN fbem-31524 50 16 [ [ X fbem-31524 50 17 13 13 NUM fbem-31524 50 18 ] ] PUNCT fbem-31524 50 19 . . PUNCT fbem-31524 51 1 empirical empirical ADJ fbem-31524 51 2 analysis analysis NOUN fbem-31524 51 3 employs employ VERB fbem-31524 51 4 dual dual ADJ fbem-31524 51 5 fixed fix VERB fbem-31524 51 6 - - PUNCT fbem-31524 51 7 effect effect NOUN fbem-31524 51 8 models model NOUN fbem-31524 51 9 , , PUNCT fbem-31524 51 10 mediating mediate VERB fbem-31524 51 11 effect effect NOUN fbem-31524 51 12 models model NOUN fbem-31524 51 13 , , PUNCT fbem-31524 51 14 and and CCONJ fbem-31524 51 15 spatial spatial ADJ fbem-31524 51 16 durbin durbin ADJ fbem-31524 51 17 models model NOUN fbem-31524 51 18 [ [ X fbem-31524 51 19 14 14 NUM fbem-31524 51 20 ] ] PUNCT fbem-31524 51 21 . . PUNCT fbem-31524 52 1 the the DET fbem-31524 52 2 baseline baseline PROPN fbem-31524 52 3 model model NOUN fbem-31524 52 4 examines examine VERB fbem-31524 52 5 direct direct ADJ fbem-31524 52 6 impacts impact NOUN fbem-31524 52 7 , , PUNCT fbem-31524 52 8 while while SCONJ fbem-31524 52 9 the the DET fbem-31524 52 10 spatial spatial ADJ fbem-31524 52 11 model model NOUN fbem-31524 52 12 explores explore NOUN fbem-31524 52 13 spillover spillover VERB fbem-31524 52 14 effects effect NOUN fbem-31524 52 15 , , PUNCT fbem-31524 52 16 with with ADP fbem-31524 52 17 industrial industrial ADJ fbem-31524 52 18 upgrading upgrading NOUN fbem-31524 52 19 and and CCONJ fbem-31524 52 20 human human ADJ fbem-31524 52 21 capital capital NOUN fbem-31524 52 22 as as ADP fbem-31524 52 23 mediators mediator NOUN fbem-31524 52 24 , , PUNCT fbem-31524 52 25 and and CCONJ fbem-31524 52 26 economic economic ADJ fbem-31524 52 27 level level NOUN fbem-31524 52 28 , , PUNCT fbem-31524 52 29 fiscal fiscal ADJ fbem-31524 52 30 expenditure expenditure NOUN fbem-31524 52 31 , , PUNCT fbem-31524 52 32 urbanization urbanization NOUN fbem-31524 52 33 , , PUNCT fbem-31524 52 34 and and CCONJ fbem-31524 52 35 fdi fdi NOUN fbem-31524 52 36 as as ADP fbem-31524 52 37 control control NOUN fbem-31524 52 38 variables variable NOUN fbem-31524 52 39 [ [ X fbem-31524 52 40 15 15 NUM fbem-31524 52 41 ] ] SYM fbem-31524 52 42 . . PUNCT fbem-31524 53 1 3.3 3.3 NUM fbem-31524 53 2 . . PUNCT fbem-31524 54 1 data datum NOUN fbem-31524 54 2 sources source NOUN fbem-31524 54 3 and and CCONJ fbem-31524 54 4 model model NOUN fbem-31524 54 5 setting set VERB fbem-31524 54 6 data datum NOUN fbem-31524 54 7 comes come VERB fbem-31524 54 8 from from ADP fbem-31524 54 9 micro micro NOUN fbem-31524 54 10 ( ( PUNCT fbem-31524 54 11 enterprise enterprise NOUN fbem-31524 54 12 financial financial ADJ fbem-31524 54 13 statements statement NOUN fbem-31524 54 14 , , PUNCT fbem-31524 54 15 customs custom NOUN fbem-31524 54 16 statistics statistic NOUN fbem-31524 54 17 ) ) PUNCT fbem-31524 54 18 , , PUNCT fbem-31524 54 19 meso meso NOUN fbem-31524 54 20 ( ( PUNCT fbem-31524 54 21 industrial industrial ADJ fbem-31524 54 22 data datum NOUN fbem-31524 54 23 from from ADP fbem-31524 54 24 local local ADJ fbem-31524 54 25 bureaus bureaus NOUN fbem-31524 54 26 ) ) PUNCT fbem-31524 54 27 , , PUNCT fbem-31524 54 28 and and CCONJ fbem-31524 54 29 macro macro ADV fbem-31524 54 30 ( ( PUNCT fbem-31524 54 31 policy policy NOUN fbem-31524 54 32 documents document NOUN fbem-31524 54 33 , , PUNCT fbem-31524 54 34 world world PROPN fbem-31524 54 35 bank bank PROPN fbem-31524 54 36 data data PROPN fbem-31524 54 37 ) ) PUNCT fbem-31524 54 38 levels level NOUN fbem-31524 54 39 , , PUNCT fbem-31524 54 40 covering cover VERB fbem-31524 54 41 41 41 NUM fbem-31524 54 42 yangtze yangtze PROPN fbem-31524 54 43 river river PROPN fbem-31524 54 44 delta delta PROPN fbem-31524 54 45 cities city NOUN fbem-31524 54 46 from from ADP fbem-31524 54 47 2011 2011 NUM fbem-31524 54 48 to to ADP fbem-31524 54 49 2022 2022 NUM fbem-31524 54 50 . . PUNCT fbem-31524 55 1 𝐺𝐸𝑖𝑑 𝐺𝐸𝑖𝑑 PROPN fbem-31524 55 2 = = SYM fbem-31524 55 3 𝛼0 𝛼0 PROPN fbem-31524 55 4 + + CCONJ fbem-31524 55 5 𝛽1π·π‘–π‘”π‘‘π‘Žπ‘™π‘–π‘‘ 𝛽1π·π‘–π‘”π‘‘π‘Žπ‘™π‘–π‘‘ PROPN fbem-31524 55 6 + + CCONJ fbem-31524 55 7 𝛾1πΈπ‘π‘œπ‘›π‘–π‘‘ 𝛾1πΈπ‘π‘œπ‘›π‘–π‘‘ PROPN fbem-31524 55 8 + + CCONJ fbem-31524 55 9 𝛾2πΈπ‘π‘œπ‘›π‘–π‘‘ 𝛾2πΈπ‘π‘œπ‘›π‘–π‘‘ PROPN fbem-31524 55 10 + + CCONJ fbem-31524 55 11 𝛾3πΈπ‘π‘œπ‘›π‘–π‘‘ 𝛾3πΈπ‘π‘œπ‘›π‘–π‘‘ PROPN fbem-31524 55 12 + + CCONJ fbem-31524 55 13 𝛾4𝐹𝐷𝐼𝑖𝑑 𝛾4𝐹𝐷𝐼𝑖𝑑 NOUN fbem-31524 55 14 + + CCONJ fbem-31524 55 15 πœ‡π‘– πœ‡π‘– ADP fbem-31524 55 16 + + CCONJ fbem-31524 55 17 πœ†π‘‘ πœ†π‘‘ ADP fbem-31524 55 18 + + CCONJ fbem-31524 55 19 πœ€π‘–π‘‘ πœ€π‘–π‘‘ ADJ fbem-31524 55 20 ( ( PUNCT fbem-31524 55 21 1 1 NUM fbem-31524 55 22 ) ) PUNCT fbem-31524 55 23 𝐺𝐸𝑖𝑑 𝐺𝐸𝑖𝑑 NOUN fbem-31524 55 24 = = PUNCT fbem-31524 56 1 𝜌 𝜌 X fbem-31524 56 2 βˆ‘ βˆ‘ VERB fbem-31524 56 3 π‘Šπ‘–π‘—πΊπΈπ‘—π‘‘ π‘Šπ‘–π‘—πΊπΈπ‘—π‘‘ PROPN fbem-31524 56 4 + + ADJ fbem-31524 56 5 𝛽1π·π‘–π‘”π‘–π‘‘π‘Žπ‘™π‘–π‘‘ 𝛽1π·π‘–π‘”π‘–π‘‘π‘Žπ‘™π‘–π‘‘ PROPN fbem-31524 56 6 + + CCONJ fbem-31524 56 7 πœƒ1 πœƒ1 VERB fbem-31524 56 8 βˆ‘ βˆ‘ PUNCT fbem-31524 56 9 π‘Šπ‘–π‘—π·π‘–π‘”π‘–π‘‘π‘Žπ‘™π‘—π‘‘ π‘Šπ‘–π‘—π·π‘–π‘”π‘–π‘‘π‘Žπ‘™π‘—π‘‘ PROPN fbem-31524 56 10 + + CCONJ fbem-31524 56 11 π›Άπ‘˜ π›Άπ‘˜ PROPN fbem-31524 56 12 βˆ‘ βˆ‘ PUNCT fbem-31524 56 13 π‘Šπ‘–π‘—πΆπ‘œπ‘›π‘‘π‘Ÿπ‘œπ‘™π‘ π‘—π‘‘ π‘Šπ‘–π‘—πΆπ‘œπ‘›π‘‘π‘Ÿπ‘œπ‘™π‘ π‘—π‘‘ PROPN fbem-31524 56 14 𝑁 𝑁 PROPN fbem-31524 56 15 𝑗=1 𝑗=1 PROPN fbem-31524 56 16 𝑁 𝑁 PROPN fbem-31524 56 17 𝑗=1 𝑗=1 PROPN fbem-31524 56 18 𝑁 𝑁 PROPN fbem-31524 56 19 𝑗=1 𝑗=1 PROPN fbem-31524 56 20 ( ( PUNCT fbem-31524 56 21 2 2 NUM fbem-31524 56 22 ) ) PUNCT fbem-31524 56 23 4 4 NUM fbem-31524 56 24 . . NOUN fbem-31524 56 25 results result NOUN fbem-31524 56 26 and and CCONJ fbem-31524 56 27 analysis analysis NOUN fbem-31524 56 28 4.1 4.1 NUM fbem-31524 56 29 . . PUNCT fbem-31524 57 1 descriptive descriptive ADJ fbem-31524 57 2 statistics statistics PROPN fbem-31524 57 3 sample sample PROPN fbem-31524 57 4 statistics statistic NOUN fbem-31524 57 5 show show VERB fbem-31524 57 6 an an DET fbem-31524 57 7 average average ADJ fbem-31524 57 8 industrial industrial ADJ fbem-31524 57 9 green green ADJ fbem-31524 57 10 efficiency efficiency NOUN fbem-31524 57 11 ( ( PUNCT fbem-31524 57 12 ge ge PROPN fbem-31524 57 13 ) ) PUNCT fbem-31524 57 14 of of ADP fbem-31524 57 15 0.62 0.62 NUM fbem-31524 57 16 with with ADP fbem-31524 57 17 a a DET fbem-31524 57 18 standard standard ADJ fbem-31524 57 19 deviation deviation NOUN fbem-31524 57 20 of of ADP fbem-31524 57 21 0.18 0.18 NUM fbem-31524 57 22 , , PUNCT fbem-31524 57 23 indicating indicate VERB fbem-31524 57 24 significant significant ADJ fbem-31524 57 25 city city NOUN fbem-31524 57 26 - - PUNCT fbem-31524 57 27 level level NOUN fbem-31524 57 28 differences difference NOUN fbem-31524 57 29 . . PUNCT fbem-31524 58 1 the the DET fbem-31524 58 2 digital digital ADJ fbem-31524 58 3 economy economy NOUN fbem-31524 58 4 index index NOUN fbem-31524 58 5 ( ( PUNCT fbem-31524 58 6 digital digital ADJ fbem-31524 58 7 ) ) PUNCT fbem-31524 58 8 averages average NOUN fbem-31524 58 9 0.56 0.56 NUM fbem-31524 58 10 ( ( PUNCT fbem-31524 58 11 normalized normalize VERB fbem-31524 58 12 ) ) PUNCT fbem-31524 58 13 , , PUNCT fbem-31524 58 14 with with ADP fbem-31524 58 15 a a DET fbem-31524 58 16 standard standard ADJ fbem-31524 58 17 deviation deviation NOUN fbem-31524 58 18 of of ADP fbem-31524 58 19 0.23 0.23 NUM fbem-31524 58 20 , , PUNCT fbem-31524 58 21 reflecting reflect VERB fbem-31524 58 22 uneven uneven ADJ fbem-31524 58 23 development development NOUN fbem-31524 58 24 . . PUNCT fbem-31524 59 1 control control NOUN fbem-31524 59 2 variables variable NOUN fbem-31524 59 3 like like ADP fbem-31524 59 4 per per ADP fbem-31524 59 5 capita capita X fbem-31524 59 6 gdp gdp NOUN fbem-31524 59 7 ( ( PUNCT fbem-31524 59 8 lnecon lnecon NOUN fbem-31524 59 9 ) ) PUNCT fbem-31524 59 10 and and CCONJ fbem-31524 59 11 fiscal fiscal ADJ fbem-31524 59 12 expenditure expenditure NOUN fbem-31524 59 13 ratio ratio NOUN fbem-31524 59 14 ( ( PUNCT fbem-31524 59 15 fiscal fiscal ADJ fbem-31524 59 16 ) ) PUNCT fbem-31524 59 17 have have AUX fbem-31524 59 18 expected expect VERB fbem-31524 59 19 distributions distribution NOUN fbem-31524 59 20 . . PUNCT fbem-31524 60 1 table table NOUN fbem-31524 60 2 1 1 NUM fbem-31524 60 3 . . PUNCT fbem-31524 60 4 descriptive descriptive ADJ fbem-31524 60 5 statistics statistic NOUN fbem-31524 60 6 variable variable ADJ fbem-31524 60 7 mean mean VERB fbem-31524 60 8 std std PROPN fbem-31524 60 9 . . PROPN fbem-31524 60 10 dev dev PROPN fbem-31524 60 11 . . PUNCT fbem-31524 61 1 min min PROPN fbem-31524 61 2 max max PROPN fbem-31524 61 3 ge ge PROPN fbem-31524 61 4 0.623 0.623 NUM fbem-31524 61 5 0.187 0.187 NUM fbem-31524 61 6 0.215 0.215 NUM fbem-31524 61 7 0.986 0.986 NUM fbem-31524 61 8 digital digital ADJ fbem-31524 61 9 0.412 0.412 NUM fbem-31524 61 10 0.205 0.205 NUM fbem-31524 61 11 0.087 0.087 NUM fbem-31524 61 12 0.893 0.893 NUM fbem-31524 61 13 indup indup VERB fbem-31524 61 14 1.235 1.235 NUM fbem-31524 61 15 0.368 0.368 NUM fbem-31524 61 16 0.521 0.521 NUM fbem-31524 61 17 2.107 2.107 NUM fbem-31524 61 18 humcap humcap NOUN fbem-31524 61 19 0.042 0.042 NUM fbem-31524 61 20 0.018 0.018 NUM fbem-31524 61 21 0.011 0.011 NUM fbem-31524 61 22 0.097 0.097 NUM fbem-31524 61 23 4.2 4.2 NUM fbem-31524 61 24 . . PUNCT fbem-31524 62 1 baseline baseline PROPN fbem-31524 62 2 regression regression PROPN fbem-31524 62 3 resultsbaseline resultsbaseline NOUN fbem-31524 62 4 regression regression NOUN fbem-31524 62 5 shows show VERB fbem-31524 62 6 a a DET fbem-31524 62 7 positive positive ADJ fbem-31524 62 8 coefficient coefficient NOUN fbem-31524 62 9 of of ADP fbem-31524 62 10 digital digital PROPN fbem-31524 62 11 indicate indicate VERB fbem-31524 62 12 that that SCONJ fbem-31524 62 13 a a DET fbem-31524 62 14 1 1 NUM fbem-31524 62 15 - - PUNCT fbem-31524 62 16 unit unit NOUN fbem-31524 62 17 increase increase NOUN fbem-31524 62 18 in in ADP fbem-31524 62 19 digital digital ADJ fbem-31524 62 20 economy economy NOUN fbem-31524 62 21 level level NOUN fbem-31524 62 22 significantly significantly ADV fbem-31524 62 23 improves improve VERB fbem-31524 62 24 industrial industrial ADJ fbem-31524 62 25 green green ADJ fbem-31524 62 26 efficiency efficiency NOUN fbem-31524 62 27 by by ADP fbem-31524 62 28 0.32 0.32 NUM fbem-31524 62 29 units unit NOUN fbem-31524 62 30 , , PUNCT fbem-31524 62 31 supporting support VERB fbem-31524 62 32 h1 h1 NOUN fbem-31524 62 33 . . PUNCT fbem-31524 63 1 among among ADP fbem-31524 63 2 controls control NOUN fbem-31524 63 3 , , PUNCT fbem-31524 63 4 economic economic ADJ fbem-31524 63 5 development development NOUN fbem-31524 63 6 ( ( PUNCT fbem-31524 63 7 0.21 0.21 NUM fbem-31524 63 8 , , PUNCT fbem-31524 63 9 p<0.05 p<0.05 NOUN fbem-31524 63 10 ) ) PUNCT fbem-31524 63 11 and and CCONJ fbem-31524 63 12 urbanization urbanization NOUN fbem-31524 63 13 ( ( PUNCT fbem-31524 63 14 0.15 0.15 NUM fbem-31524 63 15 , , PUNCT fbem-31524 63 16 p<0.1 p<0.1 NUM fbem-31524 63 17 ) ) PUNCT fbem-31524 63 18 positively positively ADV fbem-31524 63 19 affect affect VERB fbem-31524 63 20 efficiency efficiency NOUN fbem-31524 63 21 , , PUNCT fbem-31524 63 22 while while SCONJ fbem-31524 63 23 fdi fdi NOUN fbem-31524 63 24 shows show VERB fbem-31524 63 25 a a DET fbem-31524 63 26 negative negative ADJ fbem-31524 63 27 but but CCONJ fbem-31524 63 28 insignificant insignificant ADJ fbem-31524 63 29 impact impact NOUN fbem-31524 63 30 . . PUNCT fbem-31524 64 1 table table NOUN fbem-31524 64 2 2 2 NUM fbem-31524 64 3 . . PUNCT fbem-31524 64 4 benchmark benchmark NOUN fbem-31524 64 5 regression regression NOUN fbem-31524 64 6 results result VERB fbem-31524 64 7 variable variable ADJ fbem-31524 64 8 coefficient coefficient NOUN fbem-31524 64 9 t t NOUN fbem-31524 64 10 - - PUNCT fbem-31524 64 11 value value NOUN fbem-31524 64 12 p p NOUN fbem-31524 64 13 - - PUNCT fbem-31524 64 14 value value NOUN fbem-31524 64 15 digital digital NOUN fbem-31524 64 16 0.327 0.327 NUM fbem-31524 64 17 5.89 5.89 NUM fbem-31524 64 18 0.000 0.000 NUM fbem-31524 64 19 pgdp pgdp NOUN fbem-31524 64 20 0.102 0.102 NUM fbem-31524 64 21 2.31 2.31 NUM fbem-31524 64 22 0.021 0.021 NUM fbem-31524 64 23 fiscal fiscal ADJ fbem-31524 64 24 0.087 0.087 NUM fbem-31524 64 25 1.96 1.96 NUM fbem-31524 64 26 0.050 0.050 NUM fbem-31524 64 27 urban urban ADJ fbem-31524 64 28 0.215 0.215 NUM fbem-31524 64 29 4.23 4.23 NUM fbem-31524 64 30 0.000 0.000 NUM fbem-31524 64 31 fdi fdi NOUN fbem-31524 64 32 -0.053 -0.053 NUM fbem-31524 64 33 -1.72 -1.72 ADP fbem-31524 64 34 0.085 0.085 NUM fbem-31524 64 35 4.3 4.3 NUM fbem-31524 64 36 . . PUNCT fbem-31524 65 1 mechanism mechanism NOUN fbem-31524 65 2 tests test NOUN fbem-31524 65 3 mediating mediate VERB fbem-31524 65 4 effect effect NOUN fbem-31524 65 5 analysis analysis NOUN fbem-31524 65 6 reveals reveal VERB fbem-31524 65 7 industrial industrial ADJ fbem-31524 65 8 upgrading upgrading NOUN fbem-31524 65 9 ( ( PUNCT fbem-31524 65 10 m1 m1 NOUN fbem-31524 65 11 ) ) PUNCT fbem-31524 65 12 and and CCONJ fbem-31524 65 13 human human ADJ fbem-31524 65 14 capital capital NOUN fbem-31524 65 15 ( ( PUNCT fbem-31524 65 16 m2 m2 PROPN fbem-31524 65 17 ) ) PUNCT fbem-31524 65 18 both both PRON fbem-31524 65 19 play play VERB fbem-31524 65 20 significant significant ADJ fbem-31524 65 21 roles role NOUN fbem-31524 65 22 , , PUNCT fbem-31524 65 23 with with ADP fbem-31524 65 24 mediating mediate VERB fbem-31524 65 25 effects effect NOUN fbem-31524 65 26 accounting account VERB fbem-31524 65 27 for for ADP fbem-31524 65 28 28 28 NUM fbem-31524 65 29 % % NOUN fbem-31524 65 30 and and CCONJ fbem-31524 65 31 21 21 NUM fbem-31524 65 32 % % NOUN fbem-31524 65 33 of of ADP fbem-31524 65 34 total total ADJ fbem-31524 65 35 effects effect NOUN fbem-31524 65 36 , , PUNCT fbem-31524 65 37 supporting support VERB fbem-31524 65 38 h2 h2 NOUN fbem-31524 65 39 and and CCONJ fbem-31524 65 40 h3 h3 NOUN fbem-31524 65 41 . . PUNCT fbem-31524 66 1 the the DET fbem-31524 66 2 digital digital ADJ fbem-31524 66 3 economy economy NOUN fbem-31524 66 4 promotes promote VERB fbem-31524 66 5 green green ADJ fbem-31524 66 6 efficiency efficiency NOUN fbem-31524 66 7 by by ADP fbem-31524 66 8 accelerating accelerate VERB fbem-31524 66 9 industrial industrial ADJ fbem-31524 66 10 structure structure NOUN fbem-31524 66 11 upgrading upgrading NOUN fbem-31524 66 12 ( ( PUNCT fbem-31524 66 13 e.g. e.g. ADV fbem-31524 66 14 , , PUNCT fbem-31524 66 15 developing develop VERB fbem-31524 66 16 low low ADJ fbem-31524 66 17 - - PUNCT fbem-31524 66 18 carbon carbon NOUN fbem-31524 66 19 sectors sector NOUN fbem-31524 66 20 ) ) PUNCT fbem-31524 66 21 and and CCONJ fbem-31524 66 22 enhancing enhance VERB fbem-31524 66 23 human human ADJ fbem-31524 66 24 capital capital NOUN fbem-31524 66 25 quality quality NOUN fbem-31524 66 26 ( ( PUNCT fbem-31524 66 27 e.g. e.g. ADV fbem-31524 66 28 , , PUNCT fbem-31524 66 29 skilled skilled ADJ fbem-31524 66 30 labor labor NOUN fbem-31524 66 31 in in ADP fbem-31524 66 32 green green ADJ fbem-31524 66 33 technologies technology NOUN fbem-31524 66 34 ) ) PUNCT fbem-31524 66 35 . . PUNCT fbem-31524 67 1 table table NOUN fbem-31524 67 2 3 3 X fbem-31524 67 3 . . PUNCT fbem-31524 68 1 mediating mediate VERB fbem-31524 68 2 effect effect NOUN fbem-31524 68 3 test test NOUN fbem-31524 68 4 mediating mediate VERB fbem-31524 68 5 variable variable ADJ fbem-31524 68 6 step step NOUN fbem-31524 68 7 1 1 NUM fbem-31524 68 8 ( ( PUNCT fbem-31524 68 9 mediator mediator NOUN fbem-31524 68 10 on on ADP fbem-31524 68 11 digital digital ADJ fbem-31524 68 12 ) ) PUNCT fbem-31524 68 13 step step NOUN fbem-31524 68 14 2 2 NUM fbem-31524 68 15 ( ( PUNCT fbem-31524 68 16 ge ge PROPN fbem-31524 68 17 on on ADP fbem-31524 68 18 digital digital PROPN fbem-31524 68 19 and and CCONJ fbem-31524 68 20 mediator mediator NOUN fbem-31524 68 21 ) ) PUNCT fbem-31524 68 22 indup indup VERB fbem-31524 68 23 0.412 0.412 NUM fbem-31524 68 24 ( ( PUNCT fbem-31524 68 25 t=6.35 t=6.35 NOUN fbem-31524 68 26 , , PUNCT fbem-31524 68 27 p=0.000 p=0.000 NUM fbem-31524 68 28 ) ) PUNCT fbem-31524 69 1 digital:0.189 digital:0.189 NOUN fbem-31524 69 2 ( ( PUNCT fbem-31524 69 3 t=3.21 t=3.21 NOUN fbem-31524 69 4 , , PUNCT fbem-31524 69 5 p=0.001 p=0.001 NUM fbem-31524 69 6 ) ) PUNCT fbem-31524 69 7 ; ; PUNCT fbem-31524 69 8 indup:0.335 indup:0.335 X fbem-31524 69 9 ( ( PUNCT fbem-31524 69 10 t=5.12 t=5.12 NOUN fbem-31524 69 11 , , PUNCT fbem-31524 69 12 p=0.000 p=0.000 NUM fbem-31524 69 13 ) ) PUNCT fbem-31524 69 14 humcap humcap NOUN fbem-31524 69 15 0.287 0.287 NUM fbem-31524 69 16 ( ( PUNCT fbem-31524 69 17 t=4.79 t=4.79 NOUN fbem-31524 69 18 , , PUNCT fbem-31524 69 19 p=0.000 p=0.000 X fbem-31524 69 20 ) ) PUNCT fbem-31524 69 21 digital:0.203 digital:0.203 VERB fbem-31524 69 22 ( ( PUNCT fbem-31524 69 23 t=3.56 t=3.56 PRON fbem-31524 69 24 , , PUNCT fbem-31524 69 25 p=0.000 p=0.000 NUM fbem-31524 69 26 ) ) PUNCT fbem-31524 69 27 ; ; PUNCT fbem-31524 69 28 humcap:0.421 humcap:0.421 NOUN fbem-31524 69 29 ( ( PUNCT fbem-31524 69 30 t=6.08 t=6.08 NUM fbem-31524 69 31 , , PUNCT fbem-31524 69 32 p=0.000 p=0.000 NUM fbem-31524 69 33 ) ) PUNCT fbem-31524 69 34 133 133 NUM fbem-31524 69 35 4.4 4.4 NUM fbem-31524 69 36 . . PUNCT fbem-31524 70 1 spatial spatial ADJ fbem-31524 70 2 spillover spillover VERB fbem-31524 70 3 effectsspatial effectsspatial ADJ fbem-31524 70 4 durbin durbin ADJ fbem-31524 70 5 model model NOUN fbem-31524 70 6 results result NOUN fbem-31524 70 7 show show VERB fbem-31524 70 8 a a DET fbem-31524 70 9 significant significant ADJ fbem-31524 70 10 spatial spatial ADJ fbem-31524 70 11 lag lag NOUN fbem-31524 70 12 coefficient coefficient NOUN fbem-31524 70 13 indicate indicate VERB fbem-31524 70 14 positive positive ADJ fbem-31524 70 15 spatial spatial ADJ fbem-31524 70 16 correlation correlation NOUN fbem-31524 70 17 in in ADP fbem-31524 70 18 industrial industrial ADJ fbem-31524 70 19 green green ADJ fbem-31524 70 20 efficiency efficiency NOUN fbem-31524 70 21 . . PUNCT fbem-31524 71 1 the the DET fbem-31524 71 2 direct direct ADJ fbem-31524 71 3 effect effect NOUN fbem-31524 71 4 of of ADP fbem-31524 71 5 digital digital ADJ fbem-31524 71 6 is be AUX fbem-31524 71 7 0.28 0.28 NUM fbem-31524 71 8 ( ( PUNCT fbem-31524 71 9 p<0.01 p<0.01 PROPN fbem-31524 71 10 ) ) PUNCT fbem-31524 71 11 , , PUNCT fbem-31524 71 12 and and CCONJ fbem-31524 71 13 the the DET fbem-31524 71 14 indirect indirect ADJ fbem-31524 71 15 effect effect NOUN fbem-31524 71 16 is be AUX fbem-31524 71 17 0.17 0.17 NUM fbem-31524 71 18 ( ( PUNCT fbem-31524 71 19 p<0.05 p<0.05 PROPN fbem-31524 71 20 ) ) PUNCT fbem-31524 71 21 , , PUNCT fbem-31524 71 22 meaning mean VERB fbem-31524 71 23 the the DET fbem-31524 71 24 digital digital ADJ fbem-31524 71 25 economy economy NOUN fbem-31524 71 26 in in ADP fbem-31524 71 27 one one NUM fbem-31524 71 28 city city NOUN fbem-31524 71 29 improves improve VERB fbem-31524 71 30 efficiency efficiency NOUN fbem-31524 71 31 in in ADP fbem-31524 71 32 neighboring neighboring NOUN fbem-31524 71 33 areas area NOUN fbem-31524 71 34 by by ADP fbem-31524 71 35 0.17 0.17 NUM fbem-31524 71 36 units unit NOUN fbem-31524 71 37 , , PUNCT fbem-31524 71 38 supporting support VERB fbem-31524 71 39 h4 h4 NOUN fbem-31524 71 40 . . PUNCT fbem-31524 72 1 this this PRON fbem-31524 72 2 may may AUX fbem-31524 72 3 stem stem VERB fbem-31524 72 4 from from ADP fbem-31524 72 5 technology technology NOUN fbem-31524 72 6 diffusion diffusion NOUN fbem-31524 72 7 and and CCONJ fbem-31524 72 8 cross cross ADJ fbem-31524 72 9 - - ADJ fbem-31524 72 10 regional regional ADJ fbem-31524 72 11 industrial industrial ADJ fbem-31524 72 12 collaboration collaboration NOUN fbem-31524 72 13 . . PUNCT fbem-31524 73 1 table table NOUN fbem-31524 73 2 4 4 NUM fbem-31524 73 3 . . X fbem-31524 73 4 spatial spatial ADJ fbem-31524 73 5 spillover spillover NOUN fbem-31524 73 6 effect effect NOUN fbem-31524 73 7 analysis analysis NOUN fbem-31524 73 8 variable variable ADJ fbem-31524 73 9 coefficient coefficient NOUN fbem-31524 73 10 z z NOUN fbem-31524 73 11 - - PUNCT fbem-31524 73 12 value value NOUN fbem-31524 73 13 p p NOUN fbem-31524 73 14 - - PUNCT fbem-31524 73 15 value value NOUN fbem-31524 73 16 spatial spatial ADJ fbem-31524 73 17 lag lag NOUN fbem-31524 73 18 ( ( PUNCT fbem-31524 73 19 ρ ρ NOUN fbem-31524 73 20 ) ) PUNCT fbem-31524 73 21 0.213 0.213 NUM fbem-31524 73 22 3.87 3.87 NUM fbem-31524 73 23 0.000 0.000 NUM fbem-31524 73 24 digital digital ADJ fbem-31524 73 25 0.276 0.276 NUM fbem-31524 73 26 4.92 4.92 NUM fbem-31524 73 27 0.000 0.000 NUM fbem-31524 73 28 wΓ—digital wΓ—digital PROPN fbem-31524 73 29 0.189 0.189 NUM fbem-31524 73 30 3.15 3.15 NUM fbem-31524 73 31 0.002 0.002 NUM fbem-31524 73 32 4.5 4.5 NUM fbem-31524 73 33 . . PUNCT fbem-31524 74 1 heterogeneity heterogeneity NOUN fbem-31524 74 2 and and CCONJ fbem-31524 74 3 robustness robustness NOUN fbem-31524 74 4 tests test NOUN fbem-31524 74 5 heterogeneity heterogeneity ADJ fbem-31524 74 6 analysis analysis NOUN fbem-31524 74 7 by by ADP fbem-31524 74 8 city city NOUN fbem-31524 74 9 scale scale NOUN fbem-31524 74 10 shows show VERB fbem-31524 74 11 stronger strong ADJ fbem-31524 74 12 effects effect NOUN fbem-31524 74 13 in in ADP fbem-31524 74 14 large large ADJ fbem-31524 74 15 cities city NOUN fbem-31524 74 16 ( ( PUNCT fbem-31524 74 17 coefficient coefficient NOUN fbem-31524 74 18 0.41 0.41 NUM fbem-31524 74 19 ) ) PUNCT fbem-31524 74 20 than than ADP fbem-31524 74 21 medium medium ADJ fbem-31524 74 22 - - PUNCT fbem-31524 74 23 sized sized ADJ fbem-31524 74 24 ones one NOUN fbem-31524 74 25 ( ( PUNCT fbem-31524 74 26 0.27 0.27 NUM fbem-31524 74 27 ) ) PUNCT fbem-31524 74 28 , , PUNCT fbem-31524 74 29 due due ADP fbem-31524 74 30 to to ADP fbem-31524 74 31 better well ADJ fbem-31524 74 32 digital digital ADJ fbem-31524 74 33 infrastructure infrastructure NOUN fbem-31524 74 34 . . PUNCT fbem-31524 75 1 robustness robustness NOUN fbem-31524 75 2 tests test NOUN fbem-31524 75 3 , , PUNCT fbem-31524 75 4 including include VERB fbem-31524 75 5 replacing replace VERB fbem-31524 75 6 indicators indicator NOUN fbem-31524 75 7 ( ( PUNCT fbem-31524 75 8 using use VERB fbem-31524 75 9 green green ADJ fbem-31524 75 10 tfp tfp PROPN fbem-31524 75 11 ) ) PUNCT fbem-31524 75 12 and and CCONJ fbem-31524 75 13 addressing address VERB fbem-31524 75 14 endogeneity endogeneity NOUN fbem-31524 75 15 with with ADP fbem-31524 75 16 gmm gmm PROPN fbem-31524 75 17 , , PUNCT fbem-31524 75 18 confirm confirm VERB fbem-31524 75 19 result result NOUN fbem-31524 75 20 stability stability NOUN fbem-31524 75 21 . . PUNCT fbem-31524 76 1 5 5 X fbem-31524 76 2 . . X fbem-31524 76 3 conclusion conclusion NOUN fbem-31524 76 4 and and CCONJ fbem-31524 76 5 suggestions suggestion NOUN fbem-31524 76 6 5.1 5.1 NUM fbem-31524 76 7 . . PUNCT fbem-31524 77 1 conclusion conclusion NOUN fbem-31524 77 2 the the DET fbem-31524 77 3 digital digital ADJ fbem-31524 77 4 economy economy NOUN fbem-31524 77 5 significantly significantly ADV fbem-31524 77 6 promotes promote VERB fbem-31524 77 7 industrial industrial ADJ fbem-31524 77 8 green green ADJ fbem-31524 77 9 development development NOUN fbem-31524 77 10 efficiency efficiency NOUN fbem-31524 77 11 in in ADP fbem-31524 77 12 the the DET fbem-31524 77 13 yangtze yangtze PROPN fbem-31524 77 14 river river PROPN fbem-31524 77 15 delta delta NOUN fbem-31524 77 16 through through ADP fbem-31524 77 17 direct direct ADJ fbem-31524 77 18 effects effect NOUN fbem-31524 77 19 , , PUNCT fbem-31524 77 20 with with ADP fbem-31524 77 21 industrial industrial ADJ fbem-31524 77 22 upgrading upgrading NOUN fbem-31524 77 23 and and CCONJ fbem-31524 77 24 human human ADJ fbem-31524 77 25 capital capital NOUN fbem-31524 77 26 as as ADP fbem-31524 77 27 key key ADJ fbem-31524 77 28 mediators mediator NOUN fbem-31524 77 29 . . PUNCT fbem-31524 78 1 it it PRON fbem-31524 78 2 also also ADV fbem-31524 78 3 exhibits exhibit VERB fbem-31524 78 4 positive positive ADJ fbem-31524 78 5 spatial spatial ADJ fbem-31524 78 6 spillovers spillover NOUN fbem-31524 78 7 , , PUNCT fbem-31524 78 8 benefiting benefit VERB fbem-31524 78 9 neighboring neighboring NOUN fbem-31524 78 10 regions region NOUN fbem-31524 78 11 . . PUNCT fbem-31524 79 1 effects effect NOUN fbem-31524 79 2 vary vary VERB fbem-31524 79 3 by by ADP fbem-31524 79 4 city city NOUN fbem-31524 79 5 scale scale NOUN fbem-31524 79 6 , , PUNCT fbem-31524 79 7 being be AUX fbem-31524 79 8 stronger strong ADJ fbem-31524 79 9 in in ADP fbem-31524 79 10 larger large ADJ fbem-31524 79 11 cities city NOUN fbem-31524 79 12 . . PUNCT fbem-31524 80 1 5.2 5.2 NUM fbem-31524 80 2 . . PUNCT fbem-31524 81 1 suggestions suggestion NOUN fbem-31524 81 2 government government NOUN fbem-31524 81 3 : : PUNCT fbem-31524 81 4 strengthen strengthen VERB fbem-31524 81 5 inter inter ADJ fbem-31524 81 6 - - ADJ fbem-31524 81 7 provincial provincial ADJ fbem-31524 81 8 digital digital ADJ fbem-31524 81 9 infrastructure infrastructure NOUN fbem-31524 81 10 integration integration NOUN fbem-31524 81 11 , , PUNCT fbem-31524 81 12 building build VERB fbem-31524 81 13 a a DET fbem-31524 81 14 unified unified ADJ fbem-31524 81 15 industrial industrial ADJ fbem-31524 81 16 data datum NOUN fbem-31524 81 17 platform platform NOUN fbem-31524 81 18 . . PUNCT fbem-31524 82 1 implement implement VERB fbem-31524 82 2 differentiated differentiated ADJ fbem-31524 82 3 policies policy NOUN fbem-31524 82 4 : : PUNCT fbem-31524 82 5 support support VERB fbem-31524 82 6 large large ADJ fbem-31524 82 7 cities city NOUN fbem-31524 82 8 in in ADP fbem-31524 82 9 developing develop VERB fbem-31524 82 10 digital digital ADJ fbem-31524 82 11 green green ADJ fbem-31524 82 12 technologies technology NOUN fbem-31524 82 13 , , PUNCT fbem-31524 82 14 assist assist VERB fbem-31524 82 15 medium medium ADJ fbem-31524 82 16 - - PUNCT fbem-31524 82 17 sized sized ADJ fbem-31524 82 18 cities city NOUN fbem-31524 82 19 in in ADP fbem-31524 82 20 improving improve VERB fbem-31524 82 21 digital digital ADJ fbem-31524 82 22 literacy literacy NOUN fbem-31524 82 23 . . PUNCT fbem-31524 83 1 establish establish VERB fbem-31524 83 2 cross cross ADJ fbem-31524 83 3 - - ADJ fbem-31524 83 4 regional regional ADJ fbem-31524 83 5 environmental environmental ADJ fbem-31524 83 6 governance governance NOUN fbem-31524 83 7 mechanisms mechanism NOUN fbem-31524 83 8 to to PART fbem-31524 83 9 leverage leverage VERB fbem-31524 83 10 spatial spatial ADJ fbem-31524 83 11 spillovers spillover NOUN fbem-31524 83 12 [ [ X fbem-31524 83 13 16 16 NUM fbem-31524 83 14 ] ] PUNCT fbem-31524 83 15 . . PUNCT fbem-31524 84 1 enterprises enterprise NOUN fbem-31524 84 2 : : PUNCT fbem-31524 84 3 accelerate accelerate VERB fbem-31524 84 4 digital digital ADJ fbem-31524 84 5 transformation transformation NOUN fbem-31524 84 6 in in ADP fbem-31524 84 7 production production NOUN fbem-31524 84 8 ( ( PUNCT fbem-31524 84 9 e.g. e.g. ADV fbem-31524 84 10 , , PUNCT fbem-31524 84 11 smart smart ADJ fbem-31524 84 12 energy energy NOUN fbem-31524 84 13 management management NOUN fbem-31524 84 14 ) ) PUNCT fbem-31524 84 15 and and CCONJ fbem-31524 84 16 r&d r&d NOUN fbem-31524 84 17 ( ( PUNCT fbem-31524 84 18 e.g. e.g. ADV fbem-31524 84 19 , , PUNCT fbem-31524 84 20 ai ai ADJ fbem-31524 84 21 - - PUNCT fbem-31524 84 22 driven drive VERB fbem-31524 84 23 low low ADJ fbem-31524 84 24 - - PUNCT fbem-31524 84 25 carbon carbon NOUN fbem-31524 84 26 technology technology NOUN fbem-31524 84 27 ) ) PUNCT fbem-31524 84 28 . . PUNCT fbem-31524 85 1 collaborate collaborate VERB fbem-31524 85 2 with with ADP fbem-31524 85 3 universities university NOUN fbem-31524 85 4 to to PART fbem-31524 85 5 cultivate cultivate VERB fbem-31524 85 6 green green ADJ fbem-31524 85 7 digital digital ADJ fbem-31524 85 8 talent talent NOUN fbem-31524 85 9 . . PUNCT fbem-31524 86 1 industry industry NOUN fbem-31524 86 2 associations association NOUN fbem-31524 86 3 : : PUNCT fbem-31524 86 4 promote promote VERB fbem-31524 86 5 knowledge knowledge NOUN fbem-31524 86 6 sharing sharing NOUN fbem-31524 86 7 on on ADP fbem-31524 86 8 digital digital ADJ fbem-31524 86 9 green green ADJ fbem-31524 86 10 practices practice NOUN fbem-31524 86 11 , , PUNCT fbem-31524 86 12 organizing organize VERB fbem-31524 86 13 forums forum NOUN fbem-31524 86 14 and and CCONJ fbem-31524 86 15 training training NOUN fbem-31524 86 16 for for ADP fbem-31524 86 17 smes sme NOUN fbem-31524 86 18 . . PUNCT fbem-31524 87 1 acknowledgements acknowledgement NOUN fbem-31524 87 2 this this DET fbem-31524 87 3 work work NOUN fbem-31524 87 4 is be AUX fbem-31524 87 5 supported support VERB fbem-31524 87 6 by by ADP fbem-31524 87 7 anhui anhui PROPN fbem-31524 87 8 university university PROPN fbem-31524 87 9 of of ADP fbem-31524 87 10 finance finance PROPN fbem-31524 87 11 and and CCONJ fbem-31524 87 12 economics economic NOUN fbem-31524 87 13 undergraduate undergraduate NOUN fbem-31524 87 14 innovation innovation NOUN fbem-31524 87 15 and and CCONJ fbem-31524 87 16 entrepreneurship entrepreneurship NOUN fbem-31524 87 17 training training NOUN fbem-31524 87 18 program program NOUN fbem-31524 87 19 project project NOUN fbem-31524 87 20 ( ( PUNCT fbem-31524 87 21 grant grant VERB fbem-31524 87 22 no no NOUN fbem-31524 87 23 : : PUNCT fbem-31524 87 24 202510378162 202510378162 NUM fbem-31524 87 25 ) ) PUNCT fbem-31524 87 26 . . PUNCT fbem-31524 88 1 references reference NOUN fbem-31524 88 2 [ [ X fbem-31524 88 3 1 1 NUM fbem-31524 88 4 ] ] X fbem-31524 88 5 chiu chiu NOUN fbem-31524 88 6 , , PUNCT fbem-31524 88 7 t. t. PROPN fbem-31524 88 8 y. y. PROPN fbem-31524 88 9 , , PUNCT fbem-31524 88 10 chan chan PROPN fbem-31524 88 11 , , PUNCT fbem-31524 88 12 h. h. PROPN fbem-31524 88 13 k. k. PROPN fbem-31524 88 14 , , PUNCT fbem-31524 88 15 lettice lettice PROPN fbem-31524 88 16 , , PUNCT fbem-31524 88 17 f. f. PROPN fbem-31524 88 18 , , PUNCT fbem-31524 88 19 & & CCONJ fbem-31524 88 20 chung chung PROPN fbem-31524 88 21 , , PUNCT fbem-31524 88 22 s. s. PROPN fbem-31524 88 23 h. h. PROPN fbem-31524 89 1 the the DET fbem-31524 89 2 influence influence NOUN fbem-31524 89 3 of of ADP fbem-31524 89 4 greening green VERB fbem-31524 89 5 the the DET fbem-31524 89 6 suppliers supplier NOUN fbem-31524 89 7 and and CCONJ fbem-31524 89 8 green green ADJ fbem-31524 89 9 innovation innovation NOUN fbem-31524 89 10 on on ADP fbem-31524 89 11 environmental environmental ADJ fbem-31524 89 12 performance performance NOUN fbem-31524 89 13 and and CCONJ fbem-31524 89 14 competitive competitive ADJ fbem-31524 89 15 advantage advantage NOUN fbem-31524 89 16 in in ADP fbem-31524 89 17 taiwan taiwan PROPN fbem-31524 90 1 [ [ X fbem-31524 90 2 j j X fbem-31524 90 3 ] ] X fbem-31524 90 4 . . PUNCT fbem-31524 91 1 transportation transportation NOUN fbem-31524 91 2 research research NOUN fbem-31524 91 3 part part NOUN fbem-31524 91 4 e e NOUN fbem-31524 91 5 : : PUNCT fbem-31524 91 6 logistics logistic NOUN fbem-31524 91 7 and and CCONJ fbem-31524 91 8 transportation transportation NOUN fbem-31524 91 9 review review NOUN fbem-31524 91 10 , , PUNCT fbem-31524 91 11 2011 2011 NUM fbem-31524 91 12 , , PUNCT fbem-31524 91 13 47(6 47(6 NUM fbem-31524 91 14 ): ): PUNCT fbem-31524 91 15 822 822 NUM fbem-31524 91 16 - - SYM fbem-31524 91 17 836 836 NUM fbem-31524 91 18 . . PUNCT fbem-31524 92 1 [ [ X fbem-31524 92 2 2 2 NUM fbem-31524 92 3 ] ] X fbem-31524 92 4 jorgenson jorgenson PROPN fbem-31524 92 5 , , PUNCT fbem-31524 92 6 d. d. PROPN fbem-31524 92 7 w. w. PROPN fbem-31524 92 8 , , PUNCT fbem-31524 92 9 ho ho PROPN fbem-31524 92 10 , , PUNCT fbem-31524 92 11 m. m. NOUN fbem-31524 92 12 s. s. PROPN fbem-31524 92 13 , , PUNCT fbem-31524 92 14 & & CCONJ fbem-31524 92 15 samuels samuels PROPN fbem-31524 92 16 , , PUNCT fbem-31524 92 17 e. e. PROPN fbem-31524 92 18 information information PROPN fbem-31524 92 19 technology technology PROPN fbem-31524 92 20 and and CCONJ fbem-31524 92 21 the the DET fbem-31524 92 22 american american ADJ fbem-31524 92 23 growth growth NOUN fbem-31524 92 24 resurgence resurgence NOUN fbem-31524 93 1 [ [ X fbem-31524 93 2 j j X fbem-31524 93 3 ] ] X fbem-31524 93 4 . . PUNCT fbem-31524 94 1 oxford oxford PROPN fbem-31524 94 2 review review NOUN fbem-31524 94 3 of of ADP fbem-31524 94 4 economic economic ADJ fbem-31524 94 5 policy policy NOUN fbem-31524 94 6 , , PUNCT fbem-31524 94 7 2016 2016 NUM fbem-31524 94 8 , , PUNCT fbem-31524 94 9 22(1 22(1 NUM fbem-31524 94 10 ): ): PUNCT fbem-31524 94 11 128 128 NUM fbem-31524 94 12 - - SYM fbem-31524 94 13 160 160 NUM fbem-31524 94 14 . . PUNCT fbem-31524 95 1 [ [ X fbem-31524 95 2 3 3 NUM fbem-31524 95 3 ] ] X fbem-31524 95 4 kortelainen kortelainen PROPN fbem-31524 95 5 , , PUNCT fbem-31524 95 6 m. m. NOUN fbem-31524 95 7 measuring measure VERB fbem-31524 95 8 environmental environmental ADJ fbem-31524 95 9 performance performance NOUN fbem-31524 95 10 in in ADP fbem-31524 95 11 the the DET fbem-31524 95 12 eu eu PROPN fbem-31524 95 13 : : PUNCT fbem-31524 95 14 a a DET fbem-31524 95 15 non non ADJ fbem-31524 95 16 - - ADJ fbem-31524 95 17 parametric parametric ADJ fbem-31524 95 18 approach approach NOUN fbem-31524 95 19 [ [ X fbem-31524 95 20 j j X fbem-31524 95 21 ] ] X fbem-31524 95 22 . . PUNCT fbem-31524 96 1 ecological ecological ADJ fbem-31524 96 2 economics economic NOUN fbem-31524 96 3 , , PUNCT fbem-31524 96 4 2008 2008 NUM fbem-31524 96 5 , , PUNCT fbem-31524 96 6 65(4 65(4 PROPN fbem-31524 96 7 ): ): PUNCT fbem-31524 96 8 777 777 NUM fbem-31524 96 9 - - SYM fbem-31524 96 10 788 788 NUM fbem-31524 96 11 . . PUNCT fbem-31524 97 1 [ [ X fbem-31524 97 2 4 4 NUM fbem-31524 97 3 ] ] X fbem-31524 97 4 mitrovic mitrovic ADJ fbem-31524 97 5 , , PUNCT fbem-31524 97 6 m. m. NOUN fbem-31524 97 7 assessing assess VERB fbem-31524 97 8 the the DET fbem-31524 97 9 digital digital ADJ fbem-31524 97 10 economy economy NOUN fbem-31524 97 11 development development NOUN fbem-31524 97 12 : : PUNCT fbem-31524 97 13 a a DET fbem-31524 97 14 non non ADJ fbem-31524 97 15 - - ADJ fbem-31524 97 16 parametric parametric ADJ fbem-31524 97 17 approach approach NOUN fbem-31524 97 18 [ [ X fbem-31524 97 19 j j X fbem-31524 97 20 ] ] X fbem-31524 97 21 . . PUNCT fbem-31524 98 1 sustainability sustainability NOUN fbem-31524 98 2 , , PUNCT fbem-31524 98 3 2020 2020 NUM fbem-31524 98 4 , , PUNCT fbem-31524 98 5 12(23 12(23 NOUN fbem-31524 98 6 ): ): PUNCT fbem-31524 98 7 9894 9894 NUM fbem-31524 98 8 . . PUNCT fbem-31524 99 1 [ [ X fbem-31524 99 2 5 5 NUM fbem-31524 99 3 ] ] PUNCT fbem-31524 99 4 nahman nahman NOUN fbem-31524 99 5 , , PUNCT fbem-31524 99 6 a. a. PROPN fbem-31524 99 7 , , PUNCT fbem-31524 99 8 & & CCONJ fbem-31524 99 9 antrobus antrobus PROPN fbem-31524 99 10 , , PUNCT fbem-31524 99 11 c. c. PROPN fbem-31524 99 12 green green ADJ fbem-31524 99 13 economy economy NOUN fbem-31524 99 14 efficiency efficiency NOUN fbem-31524 99 15 : : PUNCT fbem-31524 99 16 a a DET fbem-31524 99 17 global global ADJ fbem-31524 99 18 comparison comparison NOUN fbem-31524 100 1 [ [ X fbem-31524 100 2 j j X fbem-31524 100 3 ] ] X fbem-31524 100 4 . . PUNCT fbem-31524 101 1 ecological ecological ADJ fbem-31524 101 2 economics economic NOUN fbem-31524 101 3 , , PUNCT fbem-31524 101 4 2016 2016 NUM fbem-31524 101 5 , , PUNCT fbem-31524 101 6 121 121 NUM fbem-31524 101 7 : : SYM fbem-31524 101 8 438447 438447 NUM fbem-31524 101 9 . . PUNCT fbem-31524 102 1 [ [ X fbem-31524 102 2 6 6 NUM fbem-31524 102 3 ] ] PUNCT fbem-31524 102 4 peitz peitz NOUN fbem-31524 102 5 , , PUNCT fbem-31524 102 6 m. m. NOUN fbem-31524 102 7 , , PUNCT fbem-31524 102 8 & & CCONJ fbem-31524 102 9 valletti valletti ADJ fbem-31524 102 10 , , PUNCT fbem-31524 102 11 t. t. NOUN fbem-31524 102 12 platform platform NOUN fbem-31524 102 13 competition competition NOUN fbem-31524 102 14 : : PUNCT fbem-31524 102 15 a a DET fbem-31524 102 16 survey[j survey[j PROPN fbem-31524 102 17 ] ] PUNCT fbem-31524 102 18 . . PUNCT fbem-31524 103 1 journal journal PROPN fbem-31524 103 2 of of ADP fbem-31524 103 3 economic economic ADJ fbem-31524 103 4 surveys survey NOUN fbem-31524 103 5 , , PUNCT fbem-31524 103 6 2012 2012 NUM fbem-31524 103 7 , , PUNCT fbem-31524 103 8 26(4 26(4 NUM fbem-31524 103 9 ): ): PUNCT fbem-31524 103 10 613 613 NUM fbem-31524 103 11 - - SYM fbem-31524 103 12 650 650 NUM fbem-31524 103 13 . . PUNCT fbem-31524 104 1 [ [ X fbem-31524 104 2 7 7 NUM fbem-31524 104 3 ] ] X fbem-31524 104 4 tapscott tapscott NOUN fbem-31524 104 5 , , PUNCT fbem-31524 104 6 d. d. PROPN fbem-31524 104 7 the the DET fbem-31524 104 8 digital digital ADJ fbem-31524 104 9 economy economy NOUN fbem-31524 104 10 : : PUNCT fbem-31524 104 11 promise promise VERB fbem-31524 104 12 and and CCONJ fbem-31524 104 13 peril peril NOUN fbem-31524 104 14 in in ADP fbem-31524 104 15 the the DET fbem-31524 104 16 age age NOUN fbem-31524 104 17 of of ADP fbem-31524 104 18 networked networked ADJ fbem-31524 104 19 intelligence[m intelligence[m PROPN fbem-31524 104 20 ] ] PUNCT fbem-31524 104 21 . . PUNCT fbem-31524 105 1 mcgraw mcgraw PROPN fbem-31524 105 2 - - PUNCT fbem-31524 105 3 hill hill PROPN fbem-31524 105 4 , , PUNCT fbem-31524 105 5 1996 1996 NUM fbem-31524 105 6 . . PUNCT fbem-31524 106 1 [ [ X fbem-31524 106 2 8 8 NUM fbem-31524 106 3 ] ] X fbem-31524 106 4 zhou zhou X fbem-31524 106 5 , , PUNCT fbem-31524 106 6 p. p. PROPN fbem-31524 106 7 , , PUNCT fbem-31524 106 8 ang ang PROPN fbem-31524 106 9 , , PUNCT fbem-31524 106 10 b. b. PROPN fbem-31524 106 11 w. w. PROPN fbem-31524 106 12 , , PUNCT fbem-31524 106 13 & & CCONJ fbem-31524 106 14 poh poh PROPN fbem-31524 106 15 , , PUNCT fbem-31524 106 16 k. k. PROPN fbem-31524 106 17 l. l. PROPN fbem-31524 106 18 slacks slacks PROPN fbem-31524 106 19 - - PUNCT fbem-31524 106 20 based base VERB fbem-31524 106 21 efficiency efficiency NOUN fbem-31524 106 22 measures measure NOUN fbem-31524 106 23 for for ADP fbem-31524 106 24 modeling model VERB fbem-31524 106 25 environmental environmental ADJ fbem-31524 106 26 performance performance NOUN fbem-31524 106 27 [ [ X fbem-31524 106 28 j j X fbem-31524 106 29 ] ] X fbem-31524 106 30 . . PUNCT fbem-31524 107 1 energy energy NOUN fbem-31524 107 2 policy policy NOUN fbem-31524 107 3 , , PUNCT fbem-31524 107 4 2006 2006 NUM fbem-31524 107 5 , , PUNCT fbem-31524 107 6 34(5 34(5 NUM fbem-31524 107 7 ): ): PUNCT fbem-31524 107 8 594 594 NUM fbem-31524 107 9 - - SYM fbem-31524 107 10 602 602 NUM fbem-31524 107 11 . . PUNCT fbem-31524 108 1 [ [ X fbem-31524 108 2 9 9 NUM fbem-31524 108 3 ] ] SYM fbem-31524 108 4 xiong xiong PROPN fbem-31524 108 5 , , PUNCT fbem-31524 108 6 l. l. PROPN fbem-31524 108 7 , , PUNCT fbem-31524 108 8 & & CCONJ fbem-31524 108 9 cai cai PROPN fbem-31524 108 10 , , PUNCT fbem-31524 108 11 x. x. PROPN fbem-31524 108 12 l. l. PROPN fbem-31524 108 13 the the DET fbem-31524 108 14 impact impact NOUN fbem-31524 108 15 of of ADP fbem-31524 108 16 digital digital ADJ fbem-31524 108 17 economy economy NOUN fbem-31524 108 18 on on ADP fbem-31524 108 19 regional regional ADJ fbem-31524 108 20 innovation innovation NOUN fbem-31524 108 21 capacity capacity NOUN fbem-31524 108 22 : : PUNCT fbem-31524 108 23 an an DET fbem-31524 108 24 empirical empirical ADJ fbem-31524 108 25 study study NOUN fbem-31524 108 26 of of ADP fbem-31524 108 27 yangtze yangtze PROPN fbem-31524 108 28 river river PROPN fbem-31524 108 29 delta delta PROPN fbem-31524 108 30 urban urban ADJ fbem-31524 108 31 agglomeration agglomeration NOUN fbem-31524 109 1 [ [ X fbem-31524 109 2 j j X fbem-31524 109 3 ] ] X fbem-31524 109 4 . . PUNCT fbem-31524 110 1 east east PROPN fbem-31524 110 2 china china PROPN fbem-31524 110 3 economic economic ADJ fbem-31524 110 4 management management NOUN fbem-31524 110 5 , , PUNCT fbem-31524 110 6 2020 2020 NUM fbem-31524 110 7 , , PUNCT fbem-31524 110 8 34(12 34(12 NUM fbem-31524 110 9 ): ): PUNCT fbem-31524 110 10 1 1 NUM fbem-31524 110 11 - - SYM fbem-31524 110 12 8 8 NUM fbem-31524 110 13 . . PUNCT fbem-31524 111 1 [ [ X fbem-31524 111 2 10 10 NUM fbem-31524 111 3 ] ] SYM fbem-31524 111 4 hu hu PROPN fbem-31524 111 5 , , PUNCT fbem-31524 111 6 y. y. PROPN fbem-31524 111 7 , , PUNCT fbem-31524 111 8 wang wang PROPN fbem-31524 111 9 , , PUNCT fbem-31524 111 10 y. y. PROPN fbem-31524 111 11 y. y. PROPN fbem-31524 111 12 , , PUNCT fbem-31524 111 13 & & CCONJ fbem-31524 111 14 tang tang PROPN fbem-31524 111 15 , , PUNCT fbem-31524 111 16 r. r. NOUN fbem-31524 111 17 the the DET fbem-31524 111 18 impact impact NOUN fbem-31524 111 19 of of ADP fbem-31524 111 20 digital digital ADJ fbem-31524 111 21 economy economy NOUN fbem-31524 111 22 on on ADP fbem-31524 111 23 industrial industrial ADJ fbem-31524 111 24 structure structure NOUN fbem-31524 111 25 upgrading upgrade VERB fbem-31524 111 26 [ [ X fbem-31524 111 27 j j X fbem-31524 111 28 ] ] X fbem-31524 111 29 . . PUNCT fbem-31524 112 1 statistics statistic NOUN fbem-31524 112 2 & & CCONJ fbem-31524 112 3 decision decision NOUN fbem-31524 112 4 , , PUNCT fbem-31524 112 5 2021 2021 NUM fbem-31524 112 6 , , PUNCT fbem-31524 112 7 37(17 37(17 NUM fbem-31524 112 8 ): ): PUNCT fbem-31524 112 9 15 15 NUM fbem-31524 112 10 - - SYM fbem-31524 112 11 19 19 NUM fbem-31524 112 12 . . PUNCT fbem-31524 113 1 [ [ X fbem-31524 113 2 11 11 NUM fbem-31524 113 3 ] ] X fbem-31524 113 4 sun sun NOUN fbem-31524 113 5 , , PUNCT fbem-31524 113 6 y. y. PROPN fbem-31524 113 7 w. w. PROPN fbem-31524 113 8 , , PUNCT fbem-31524 113 9 & & CCONJ fbem-31524 113 10 hu hu PROPN fbem-31524 113 11 , , PUNCT fbem-31524 113 12 z. z. PROPN fbem-31524 113 13 h. h. PROPN fbem-31524 113 14 digital digital PROPN fbem-31524 113 15 economy economy PROPN fbem-31524 113 16 , , PUNCT fbem-31524 113 17 industrial industrial ADJ fbem-31524 113 18 upgrading upgrading NOUN fbem-31524 113 19 and and CCONJ fbem-31524 113 20 urban urban ADJ fbem-31524 113 21 environmental environmental ADJ fbem-31524 113 22 quality quality NOUN fbem-31524 113 23 improvement improvement NOUN fbem-31524 113 24 [ [ X fbem-31524 113 25 j j X fbem-31524 113 26 ] ] X fbem-31524 113 27 . . PUNCT fbem-31524 114 1 statistics statistic NOUN fbem-31524 114 2 & & CCONJ fbem-31524 114 3 decision decision NOUN fbem-31524 114 4 , , PUNCT fbem-31524 114 5 2021 2021 NUM fbem-31524 114 6 , , PUNCT fbem-31524 114 7 37(23 37(23 NOUN fbem-31524 114 8 ): ): PUNCT fbem-31524 114 9 91 91 NUM fbem-31524 114 10 - - SYM fbem-31524 114 11 95 95 NUM fbem-31524 114 12 . . PUNCT fbem-31524 115 1 [ [ X fbem-31524 115 2 12 12 NUM fbem-31524 115 3 ] ] X fbem-31524 115 4 chen chen PROPN fbem-31524 115 5 , , PUNCT fbem-31524 115 6 s. s. PROPN fbem-31524 115 7 m. m. PROPN fbem-31524 115 8 , , PUNCT fbem-31524 115 9 & & CCONJ fbem-31524 115 10 li li PROPN fbem-31524 115 11 , , PUNCT fbem-31524 115 12 x. x. PROPN fbem-31524 115 13 h. h. PROPN fbem-31524 116 1 the the DET fbem-31524 116 2 mechanism mechanism NOUN fbem-31524 116 3 of of ADP fbem-31524 116 4 digital digital ADJ fbem-31524 116 5 economy economy NOUN fbem-31524 116 6 driving drive VERB fbem-31524 116 7 the the DET fbem-31524 116 8 green green ADJ fbem-31524 116 9 development development NOUN fbem-31524 116 10 of of ADP fbem-31524 116 11 manufacturing manufacturing NOUN fbem-31524 116 12 industry industry NOUN fbem-31524 117 1 [ [ X fbem-31524 117 2 j j X fbem-31524 117 3 ] ] X fbem-31524 117 4 . . PUNCT fbem-31524 118 1 enterprise enterprise NOUN fbem-31524 118 2 economy economy NOUN fbem-31524 118 3 , , PUNCT fbem-31524 118 4 2022 2022 NUM fbem-31524 118 5 , , PUNCT fbem-31524 118 6 41(12 41(12 NUM fbem-31524 118 7 ): ): PUNCT fbem-31524 118 8 140 140 NUM fbem-31524 118 9 - - SYM fbem-31524 118 10 150 150 NUM fbem-31524 118 11 . . PUNCT fbem-31524 119 1 [ [ X fbem-31524 119 2 13 13 NUM fbem-31524 119 3 ] ] SYM fbem-31524 119 4 han han PROPN fbem-31524 119 5 , , PUNCT fbem-31524 119 6 j. j. PROPN fbem-31524 119 7 , , PUNCT fbem-31524 119 8 chen chen PROPN fbem-31524 119 9 , , PUNCT fbem-31524 119 10 x. x. PROPN fbem-31524 119 11 , , PUNCT fbem-31524 119 12 & & CCONJ fbem-31524 119 13 feng feng PROPN fbem-31524 119 14 , , PUNCT fbem-31524 119 15 x. x. PROPN fbem-31524 119 16 h. h. PROPN fbem-31524 119 17 realistic realistic ADJ fbem-31524 119 18 challenges challenge NOUN fbem-31524 119 19 and and CCONJ fbem-31524 119 20 path path NOUN fbem-31524 119 21 choices choice NOUN fbem-31524 119 22 of of ADP fbem-31524 119 23 digital digital ADJ fbem-31524 119 24 economy economy NOUN fbem-31524 119 25 enabling enable VERB fbem-31524 119 26 green green ADJ fbem-31524 119 27 development development NOUN fbem-31524 119 28 [ [ X fbem-31524 119 29 j j X fbem-31524 119 30 ] ] X fbem-31524 119 31 . . PUNCT fbem-31524 120 1 reform reform NOUN fbem-31524 120 2 , , PUNCT fbem-31524 120 3 2022(9 2022(9 NUM fbem-31524 120 4 ): ): PUNCT fbem-31524 120 5 11 11 NUM fbem-31524 120 6 - - SYM fbem-31524 120 7 23 23 NUM fbem-31524 120 8 . . PUNCT fbem-31524 121 1 [ [ X fbem-31524 121 2 14 14 NUM fbem-31524 121 3 ] ] X fbem-31524 121 4 wei wei PROPN fbem-31524 121 5 , , PUNCT fbem-31524 121 6 l. l. PROPN fbem-31524 121 7 l. l. PROPN fbem-31524 121 8 , , PUNCT fbem-31524 121 9 & & CCONJ fbem-31524 121 10 hou hou PROPN fbem-31524 121 11 , , PUNCT fbem-31524 121 12 y. y. PROPN fbem-31524 121 13 q. q. PROPN fbem-31524 121 14 research research NOUN fbem-31524 121 15 on on ADP fbem-31524 121 16 the the DET fbem-31524 121 17 impact impact NOUN fbem-31524 121 18 of of ADP fbem-31524 121 19 digital digital ADJ fbem-31524 121 20 economy economy NOUN fbem-31524 121 21 on on ADP fbem-31524 121 22 urban urban ADJ fbem-31524 121 23 green green PROPN fbem-31524 121 24 development development NOUN fbem-31524 121 25 in in ADP fbem-31524 121 26 china china PROPN fbem-31524 122 1 [ [ X fbem-31524 122 2 j j X fbem-31524 122 3 ] ] X fbem-31524 122 4 . . PUNCT fbem-31524 123 1 the the DET fbem-31524 123 2 journal journal NOUN fbem-31524 123 3 of of ADP fbem-31524 123 4 quantitative quantitative ADJ fbem-31524 123 5 & & CCONJ fbem-31524 123 6 technical technical ADJ fbem-31524 123 7 economics economic NOUN fbem-31524 123 8 , , PUNCT fbem-31524 123 9 2022 2022 NUM fbem-31524 123 10 , , PUNCT fbem-31524 123 11 39(8 39(8 NUM fbem-31524 123 12 ): ): PUNCT fbem-31524 123 13 60 60 NUM fbem-31524 123 14 - - SYM fbem-31524 123 15 79 79 NUM fbem-31524 123 16 . . PUNCT fbem-31524 124 1 [ [ X fbem-31524 124 2 15 15 NUM fbem-31524 124 3 ] ] X fbem-31524 124 4 wei wei PROPN fbem-31524 124 5 , , PUNCT fbem-31524 124 6 s. s. PROPN fbem-31524 124 7 w. w. PROPN fbem-31524 124 8 , , PUNCT fbem-31524 124 9 du du PROPN fbem-31524 124 10 , , PUNCT fbem-31524 124 11 j. j. PROPN fbem-31524 124 12 m. m. PROPN fbem-31524 124 13 , , PUNCT fbem-31524 124 14 & & CCONJ fbem-31524 124 15 pan pan PROPN fbem-31524 124 16 , , PUNCT fbem-31524 124 17 s. s. PROPN fbem-31524 124 18 how how SCONJ fbem-31524 124 19 does do AUX fbem-31524 124 20 digital digital ADJ fbem-31524 124 21 economy economy NOUN fbem-31524 124 22 promote promote VERB fbem-31524 124 23 green green ADJ fbem-31524 124 24 innovation innovation NOUN fbem-31524 124 25 ? ? PUNCT fbem-31524 125 1 empirical empirical ADJ fbem-31524 125 2 evidence evidence NOUN fbem-31524 125 3 from from ADP fbem-31524 125 4 chinese chinese ADJ fbem-31524 125 5 cities city NOUN fbem-31524 126 1 [ [ X fbem-31524 126 2 j j X fbem-31524 126 3 ] ] X fbem-31524 126 4 . . PUNCT fbem-31524 127 1 collected collect VERB fbem-31524 127 2 essays essay NOUN fbem-31524 127 3 on on ADP fbem-31524 127 4 finance finance NOUN fbem-31524 127 5 and and CCONJ fbem-31524 127 6 economics economic NOUN fbem-31524 127 7 , , PUNCT fbem-31524 127 8 2022(11 2022(11 NUM fbem-31524 127 9 ): ): PUNCT fbem-31524 127 10 10 10 NUM fbem-31524 127 11 - - SYM fbem-31524 127 12 20 20 NUM fbem-31524 127 13 . . PUNCT fbem-31524 128 1 [ [ X fbem-31524 128 2 16 16 NUM fbem-31524 128 3 ] ] PUNCT fbem-31524 128 4 he he PRON fbem-31524 128 5 , , PUNCT fbem-31524 128 6 w. w. PROPN fbem-31524 128 7 d. d. PROPN fbem-31524 128 8 , , PUNCT fbem-31524 128 9 wen wen PROPN fbem-31524 128 10 , , PUNCT fbem-31524 128 11 j. j. PROPN fbem-31524 128 12 l. l. PROPN fbem-31524 128 13 , , PUNCT fbem-31524 128 14 & & CCONJ fbem-31524 128 15 zhang zhang PROPN fbem-31524 128 16 , , PUNCT fbem-31524 128 17 m. m. PROPN fbem-31524 128 18 y. y. PROPN fbem-31524 128 19 research research PROPN fbem-31524 128 20 on on ADP fbem-31524 128 21 the the DET fbem-31524 128 22 impact impact NOUN fbem-31524 128 23 of of ADP fbem-31524 128 24 digital digital ADJ fbem-31524 128 25 economy economy NOUN fbem-31524 128 26 development development NOUN fbem-31524 128 27 on on ADP fbem-31524 128 28 china china PROPN fbem-31524 128 29 's 's PART fbem-31524 128 30 green green ADJ fbem-31524 128 31 ecological ecological ADJ fbem-31524 128 32 efficiency efficiency NOUN fbem-31524 128 33 based base VERB fbem-31524 128 34 on on ADP fbem-31524 128 35 two two NUM fbem-31524 128 36 - - PUNCT fbem-31524 128 37 way way NOUN fbem-31524 128 38 fixed fix VERB fbem-31524 128 39 effect effect NOUN fbem-31524 128 40 model model NOUN fbem-31524 128 41 [ [ X fbem-31524 128 42 j j X fbem-31524 128 43 ] ] X fbem-31524 128 44 . . PUNCT fbem-31524 129 1 on on ADP fbem-31524 129 2 economic economic ADJ fbem-31524 129 3 problems problem NOUN fbem-31524 129 4 , , PUNCT fbem-31524 129 5 2022(1 2022(1 NUM fbem-31524 129 6 ): ): PUNCT fbem-31524 129 7 1 1 NUM fbem-31524 129 8 - - SYM fbem-31524 129 9 8 8 NUM fbem-31524 129 10 , , PUNCT fbem-31524 129 11 30 30 NUM fbem-31524 129 12 . . PUNCT