The Impact of Digital Finance on Green Total Factor Energy Efficiency: Evidence at China’s City Level
The rapid development of digital finance has delivered significant benefits, such as sustainable development and economic growth. We explore the relationship between digital finance and green total factor energy efficiency (GTFEE) for the first time, filling a gap in the existing literature. This pa...
Saved in:
Published in | Energies (Basel) Vol. 15; no. 15; p. 5455 |
---|---|
Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Basel
MDPI AG
01.08.2022
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The rapid development of digital finance has delivered significant benefits, such as sustainable development and economic growth. We explore the relationship between digital finance and green total factor energy efficiency (GTFEE) for the first time, filling a gap in the existing literature. This paper uses dynamic panel models to explore digital finance’s impact on GTFEE at the Chinese city-level panel data from 2011 to 2018. The results show that digital finance can significantly improve urban GTFEE, and the findings remain robust with various tests. Second, the mechanism analysis indicates that digital finance can improve GTFEE by promoting urban green technology innovation and industrial structure upgrading. Further study shows that digital finance has a better effect on the improvement of GTFEE in central and western cities, small cities and non-resource-based cities, but has no significant or small impact on GTFEE in eastern cities, large cities and resource-based cities, reflecting the inclusiveness of digital finance. |
---|---|
AbstractList | The rapid development of digital finance has delivered significant benefits, such as sustainable development and economic growth. We explore the relationship between digital finance and green total factor energy efficiency (GTFEE) for the first time, filling a gap in the existing literature. This paper uses dynamic panel models to explore digital finance’s impact on GTFEE at the Chinese city-level panel data from 2011 to 2018. The results show that digital finance can significantly improve urban GTFEE, and the findings remain robust with various tests. Second, the mechanism analysis indicates that digital finance can improve GTFEE by promoting urban green technology innovation and industrial structure upgrading. Further study shows that digital finance has a better effect on the improvement of GTFEE in central and western cities, small cities and non-resource-based cities, but has no significant or small impact on GTFEE in eastern cities, large cities and resource-based cities, reflecting the inclusiveness of digital finance. |
Author | Liu, Yang Lv, Shigong Gao, Da Xiong, Ruochan |
Author_xml | – sequence: 1 givenname: Yang surname: Liu fullname: Liu, Yang – sequence: 2 givenname: Ruochan orcidid: 0000-0003-4002-2354 surname: Xiong fullname: Xiong, Ruochan – sequence: 3 givenname: Shigong surname: Lv fullname: Lv, Shigong – sequence: 4 givenname: Da orcidid: 0000-0002-3078-8316 surname: Gao fullname: Gao, Da |
BookMark | eNptUctOIzEQtBBIPC98gSVuSNn1YzwTc0MhsJEicQlnq233BEeDHTwGKTd-g9_jS3YgrBYh-tKtUlWp1HVIdmOKSMgpZ7-k1Ow3Rq64UpVSO-SAa12POGvk7pd7n5z0_YoNIyWXUh6Q5eIe6exhDa7Q1NKrsAwFOnodIkSHNEV6kxEjXaQPeKClTKcR83JDp20bXMDoNhd0-hw8viug0Mn9oH57ee3pJJQNneMzdsdkr4Wux5PPfUTurqeLyZ_R_PZmNrmcj5yseRnpBrwaY8WFZOD1WCrWKkA1lkKi9iiwAYbW2hoaV3uhG1tpJ5paWCvGspJHZLb19QlWZp3DA-SNSRDMB5Dy0kAuwXVoPHLnWAUgBFY1V9pbX9m2aSvplNUweJ1tvdY5PT5hX8wqPeU4xDeiYUxpzZgeWGzLcjn1fcbWuOGFJaRYMoTOcGbe2zH_2xkk598k_4L-QP4LSBSQ-Q |
CitedBy_id | crossref_primary_10_1177_0958305X231171352 crossref_primary_10_1007_s11356_023_26057_7 crossref_primary_10_1371_journal_pone_0305963 crossref_primary_10_3390_ijerph192416940 crossref_primary_10_3390_su16104288 crossref_primary_10_3390_su15097071 crossref_primary_10_3390_ijerph20042882 crossref_primary_10_3390_ijerph20043498 crossref_primary_10_3390_en15217900 crossref_primary_10_1016_j_techsoc_2023_102200 crossref_primary_10_3390_math11183903 crossref_primary_10_3390_su151712799 crossref_primary_10_1016_j_heliyon_2023_e14138 crossref_primary_10_3390_su15031936 crossref_primary_10_3390_en15186842 crossref_primary_10_1007_s11356_023_29504_7 crossref_primary_10_3390_en16248104 crossref_primary_10_1016_j_esr_2024_101553 crossref_primary_10_1002_sd_3319 crossref_primary_10_1177_00368504241278823 crossref_primary_10_1007_s11356_024_31916_y crossref_primary_10_1177_0958305X231180692 crossref_primary_10_1016_j_apenergy_2023_122098 crossref_primary_10_1080_09640568_2023_2238893 crossref_primary_10_1080_00036846_2023_2288042 crossref_primary_10_3390_land13081127 crossref_primary_10_1016_j_techfore_2022_122262 crossref_primary_10_1371_journal_pone_0302978 crossref_primary_10_1007_s13563_024_00438_x crossref_primary_10_1016_j_jclepro_2023_139797 |
Cites_doi | 10.1007/978-3-030-08277-2_10 10.1111/j.1475-5661.2008.00323.x 10.1016/j.enpol.2020.111858 10.1016/j.enpol.2022.112927 10.1016/j.respol.2006.09.026 10.1016/j.eneco.2022.105901 10.1016/j.energy.2021.120337 10.1016/j.frl.2020.101451 10.3390/en14020504 10.1177/0258042X13498009 10.17848/pol2015-005 10.1016/j.eneco.2021.105691 10.1016/j.eneco.2020.104909 10.1016/j.eneco.2014.10.023 10.1016/j.enpol.2021.112442 10.1016/j.eneco.2021.105128 10.1016/j.enpol.2019.02.069 10.1016/j.enpol.2019.111002 10.1007/s11356-022-19553-9 10.1002/bse.2731 10.1007/s11356-020-09537-y 10.1016/j.enpol.2022.112866 10.1016/j.jbusvent.2013.06.005 10.1007/s11356-021-16292-1 10.1016/j.eneco.2022.105879 10.1016/j.eneco.2007.10.005 10.1080/07421222.2018.1440766 10.1016/j.scitotenv.2019.136362 10.1016/j.jclepro.2016.02.020 10.1016/j.enpol.2015.02.023 10.1016/j.jclepro.2021.129458 10.1016/j.enpol.2010.01.024 10.3390/en15072660 10.1016/j.jclepro.2019.01.095 10.1016/j.enpol.2022.113081 10.1016/j.enpol.2021.112247 10.1016/j.jeem.2019.04.004 10.1002/bse.2901 10.1007/s10258-002-0009-9 10.1016/j.jdeveco.2007.06.009 10.1016/j.strueco.2022.02.008 10.1093/jfr/fjx012 10.1016/j.jclepro.2019.117669 10.1016/j.econmod.2019.09.027 10.1016/j.energy.2021.121304 10.1016/j.eneco.2020.104836 10.1016/j.enpol.2005.06.015 10.1016/j.enpol.2019.110941 10.1016/j.jdeveco.2016.08.003 10.1016/j.jenvman.2021.113448 10.3390/ijerph182211829 10.1016/j.erss.2021.102117 10.1016/j.enpol.2021.112505 10.1016/j.econmod.2019.09.026 10.1037/0022-3514.51.6.1173 10.1016/j.enpol.2020.111810 10.1007/s11356-019-04317-9 10.3390/su14073911 10.2307/2297968 10.1016/j.energy.2022.123395 10.1016/j.enpol.2021.112267 |
ContentType | Journal Article |
Copyright | 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | AAYXX CITATION ABUWG AFKRA AZQEC BENPR CCPQU DWQXO PHGZM PHGZT PIMPY PKEHL PQEST PQQKQ PQUKI PRINS DOA |
DOI | 10.3390/en15155455 |
DatabaseName | CrossRef ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials ProQuest Central ProQuest One Community College ProQuest Central Korea ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest Central China ProQuest Central ProQuest One Academic UKI Edition ProQuest Central Korea ProQuest Central (New) ProQuest One Academic ProQuest One Academic (New) |
DatabaseTitleList | Publicly Available Content Database CrossRef |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1996-1073 |
ExternalDocumentID | oai_doaj_org_article_de1cc04aa22e46159dbd4bf7f43c5b9a 10_3390_en15155455 |
GeographicLocations | China |
GeographicLocations_xml | – name: China |
GroupedDBID | 29G 2WC 2XV 5GY 5VS 7XC 8FE 8FG 8FH AADQD AAHBH AAYXX ABDBF ACUHS ADBBV ADMLS AENEX AFKRA AFZYC ALMA_UNASSIGNED_HOLDINGS BCNDV BENPR CCPQU CITATION CS3 DU5 EBS ESX FRP GROUPED_DOAJ GX1 I-F IAO ITC KQ8 L6V L8X MODMG M~E OK1 OVT P2P PHGZM PHGZT PIMPY PROAC TR2 TUS ABUWG AZQEC DWQXO PKEHL PQEST PQQKQ PQUKI PRINS PUEGO |
ID | FETCH-LOGICAL-c361t-97ad58e41230ad98350f5ae58323e9de2e7a0ebbb6a7c6d297b49c2762bb28343 |
IEDL.DBID | BENPR |
ISSN | 1996-1073 |
IngestDate | Wed Aug 27 01:27:42 EDT 2025 Mon Jun 30 11:18:28 EDT 2025 Thu Apr 24 22:55:50 EDT 2025 Tue Jul 01 01:28:12 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 15 |
Language | English |
License | https://creativecommons.org/licenses/by/4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c361t-97ad58e41230ad98350f5ae58323e9de2e7a0ebbb6a7c6d297b49c2762bb28343 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
ORCID | 0000-0002-3078-8316 0000-0003-4002-2354 |
OpenAccessLink | https://www.proquest.com/docview/2700599009?pq-origsite=%requestingapplication% |
PQID | 2700599009 |
PQPubID | 2032402 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_de1cc04aa22e46159dbd4bf7f43c5b9a proquest_journals_2700599009 crossref_citationtrail_10_3390_en15155455 crossref_primary_10_3390_en15155455 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2022-08-01 |
PublicationDateYYYYMMDD | 2022-08-01 |
PublicationDate_xml | – month: 08 year: 2022 text: 2022-08-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Basel |
PublicationPlace_xml | – name: Basel |
PublicationTitle | Energies (Basel) |
PublicationYear | 2022 |
Publisher | MDPI AG |
Publisher_xml | – name: MDPI AG |
References | Song (ref_9) 2021; 153 Arellano (ref_65) 1991; 58 Yan (ref_57) 2019; 240 Danish (ref_3) 2021; 227 Wang (ref_21) 2021; 234 Li (ref_56) 2021; 29 Sun (ref_26) 2019; 135 Cao (ref_69) 2021; 327 Li (ref_14) 2019; 86 Curtis (ref_24) 2019; 96 Gan (ref_62) 2011; 5 Hu (ref_27) 2006; 34 Gomber (ref_18) 2017; 87 Leyshon (ref_11) 2008; 33 ref_59 Hu (ref_5) 2021; 298 Zenou (ref_52) 2008; 86 Baloch (ref_10) 2019; 26 Wei (ref_34) 2020; 90 Anand (ref_49) 2013; 38 Wu (ref_55) 2021; 153 ref_60 Zhang (ref_15) 2022; 165 Li (ref_38) 2022; 167 Baron (ref_66) 1986; 51 Xu (ref_4) 2022; 107 Wei (ref_53) 2008; 11 Zhou (ref_28) 2008; 30 ref_67 Bond (ref_68) 2002; 1 Feng (ref_25) 2022; 164 ref_63 Mollick (ref_19) 2014; 29 Li (ref_33) 2021; 104 Tang (ref_17) 2020; 712 Xiong (ref_54) 2019; 215 Zhao (ref_32) 2020; 91 Haider (ref_22) 2021; 95 Cagno (ref_48) 2015; 83 Gomber (ref_45) 2018; 35 ref_30 Bettencourt (ref_61) 2007; 36 Gao (ref_1) 2022; 247 Qu (ref_8) 2020; 146 Tanaka (ref_37) 2021; 156 Lv (ref_39) 2020; 147 Hao (ref_64) 2021; 31 Zhang (ref_29) 2015; 47 Guo (ref_58) 2020; 19 Sharma (ref_2) 2021; 78 Cai (ref_16) 2016; 123 Aldieri (ref_47) 2021; 157 Miao (ref_6) 2020; 27 Clark (ref_50) 1940; 51 Yin (ref_51) 2019; 82 Antonietti (ref_31) 2019; 129 ref_44 Yu (ref_35) 2019; 134 ref_43 Awan (ref_12) 2021; 30 Wang (ref_23) 2017; 163 ref_41 Feng (ref_42) 2022; 61 Le (ref_20) 2020; 34 ref_40 Xu (ref_36) 2022; 108 Demertzis (ref_46) 2018; 4 Huang (ref_13) 2018; 17 Menyah (ref_7) 2010; 38 |
References_xml | – ident: ref_40 doi: 10.1007/978-3-030-08277-2_10 – volume: 33 start-page: 447 year: 2008 ident: ref_11 article-title: Financial exclusion and the geography of bank and building society branch closure in Britain publication-title: Trans. Inst. Br. Geogr. doi: 10.1111/j.1475-5661.2008.00323.x – volume: 147 start-page: 111858 year: 2020 ident: ref_39 article-title: Effects of urbanization on energy efficiency in China: New evidence from short run and long run efficiency models publication-title: Energy Policy doi: 10.1016/j.enpol.2020.111858 – volume: 165 start-page: 112927 year: 2022 ident: ref_15 article-title: Digital economy and carbon emission performance: Evidence at China’s city level publication-title: Energy Policy doi: 10.1016/j.enpol.2022.112927 – volume: 36 start-page: 107 year: 2007 ident: ref_61 article-title: Invention in the city: Increasing returns to patenting as a scaling function of metropolitan size publication-title: Res. Policy doi: 10.1016/j.respol.2006.09.026 – volume: 108 start-page: 105901 year: 2022 ident: ref_36 article-title: How does economic agglomeration affect energy efficiency in China?: Evidence from endogenous stochastic frontier approach publication-title: Energy Econ. doi: 10.1016/j.eneco.2022.105901 – volume: 227 start-page: 120337 year: 2021 ident: ref_3 article-title: A revisit to the relationship between financial development and energy consumption: Is globalization paramount? publication-title: Energy doi: 10.1016/j.energy.2021.120337 – volume: 34 start-page: 101451 year: 2020 ident: ref_20 article-title: Does financial inclusion impact CO2 emissions? Evidence from Asia publication-title: Financ. Res. Lett. doi: 10.1016/j.frl.2020.101451 – ident: ref_30 doi: 10.3390/en14020504 – volume: 38 start-page: 103 year: 2013 ident: ref_49 article-title: A theoretical and quantitative analysis of financial inclusion and economic growth publication-title: Manag. Labour Stud. doi: 10.1177/0258042X13498009 – ident: ref_67 doi: 10.17848/pol2015-005 – volume: 17 start-page: 205 year: 2018 ident: ref_13 article-title: The development of digital finance in China: Present and future publication-title: China Econ. Q. – volume: 104 start-page: 105691 year: 2021 ident: ref_33 article-title: Trade policy uncertainty and improvement in energy efficiency: Empirical evidence from prefecture-level cities in China publication-title: Energy Econ. doi: 10.1016/j.eneco.2021.105691 – volume: 91 start-page: 104909 year: 2020 ident: ref_32 article-title: Does market-based electricity price affect China’s energy efficiency? publication-title: Energy Econ. doi: 10.1016/j.eneco.2020.104909 – volume: 47 start-page: 87 year: 2015 ident: ref_29 article-title: Decomposition of environmental total factor productivity growth using hyperbolic distance functions: A panel data analysis for China publication-title: Energy Econ. doi: 10.1016/j.eneco.2014.10.023 – volume: 156 start-page: 112442 year: 2021 ident: ref_37 article-title: Industrial agglomeration effect for energy efficiency in Japanese production plants publication-title: Energy Policy doi: 10.1016/j.enpol.2021.112442 – volume: 95 start-page: 105128 year: 2021 ident: ref_22 article-title: Does innovative capability enhance the energy efficiency of Indian Iron and Steel firms? A Bayesian stochastic frontier analysis publication-title: Energy Econ. doi: 10.1016/j.eneco.2021.105128 – volume: 129 start-page: 896 year: 2019 ident: ref_31 article-title: Does energy price affect energy efficiency? Cross-country panel evidence publication-title: Energy Policy doi: 10.1016/j.enpol.2019.02.069 – volume: 135 start-page: 111002 year: 2019 ident: ref_26 article-title: Institutional quality, green innovation and energy efficiency publication-title: Energy Policy doi: 10.1016/j.enpol.2019.111002 – ident: ref_63 doi: 10.1007/s11356-022-19553-9 – volume: 30 start-page: 2038 year: 2021 ident: ref_12 article-title: Industry 4.0 and the circular economy: A literature review and recommendations for future research publication-title: Bus. Strat. Environ. doi: 10.1002/bse.2731 – volume: 27 start-page: 34147 year: 2020 ident: ref_6 article-title: Energy consumption, environmental pollution, and technological innovation efficiency: Taking industrial enterprises in China as empirical analysis object publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-020-09537-y – volume: 19 start-page: 1401 year: 2020 ident: ref_58 article-title: Measuring the development of digital inclusive finance in China: Index compilation and spatial characteristics publication-title: China Econ. Q. – volume: 5 start-page: 4 year: 2011 ident: ref_62 article-title: An empirical study on the effects of industrial structure on economic growth and fluctuations in China publication-title: Econ. Res. J. – ident: ref_41 – volume: 87 start-page: 537 year: 2017 ident: ref_18 article-title: Digital Finance and FinTech: Current research and future research directions publication-title: J. Bus. Econ. – volume: 164 start-page: 112866 year: 2022 ident: ref_25 article-title: The spatial threshold effect and its regional boundary of new-type urbanization on energy efficiency publication-title: Energy Policy doi: 10.1016/j.enpol.2022.112866 – volume: 29 start-page: 1 year: 2014 ident: ref_19 article-title: The dynamics of crowdfunding: An exploratory study publication-title: J. Bus. Ventur. doi: 10.1016/j.jbusvent.2013.06.005 – volume: 51 start-page: 120 year: 1940 ident: ref_50 article-title: The conditions of economic progress. London: Macmillan publication-title: Econ. J. – volume: 29 start-page: 8804 year: 2021 ident: ref_56 article-title: Dynamic environmental regulation threshold effect of technical progress on green total factor energy efficiency: Evidence from China publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-021-16292-1 – volume: 107 start-page: 105879 year: 2022 ident: ref_4 article-title: How does digitalization affect energy? International evidence publication-title: Energy Econ. doi: 10.1016/j.eneco.2022.105879 – volume: 30 start-page: 1054 year: 2008 ident: ref_28 article-title: Decomposition of aggregate CO2 emissions: A production-theoretical approach publication-title: Energy Econ. doi: 10.1016/j.eneco.2007.10.005 – volume: 35 start-page: 220 year: 2018 ident: ref_45 article-title: On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services publication-title: J. Manag. Inf. Syst. doi: 10.1080/07421222.2018.1440766 – volume: 712 start-page: 136362 year: 2020 ident: ref_17 article-title: Does command-and-control regulation promote green innovation performance? Evidence from China’s industrial enterprises publication-title: Sci. Total Environ. doi: 10.1016/j.scitotenv.2019.136362 – volume: 163 start-page: 187 year: 2017 ident: ref_23 article-title: Regional energy-environmental performance and investment strategy for China’s non-ferrous metals industry: A non-radial DEA based analysis publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2016.02.020 – volume: 83 start-page: 240 year: 2015 ident: ref_48 article-title: Linking energy efficiency and innovation practices: Empirical evidence from the foundry sector publication-title: Energy Policy doi: 10.1016/j.enpol.2015.02.023 – volume: 327 start-page: 129458 year: 2021 ident: ref_69 article-title: Digital finance, green technological innovation and energy-environmental performance: Evidence from China’s regional economies publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2021.129458 – volume: 38 start-page: 2911 year: 2010 ident: ref_7 article-title: CO2 emissions, nuclear energy, renewable energy and economic growth in the US publication-title: Energy Policy doi: 10.1016/j.enpol.2010.01.024 – ident: ref_43 doi: 10.3390/en15072660 – volume: 215 start-page: 952 year: 2019 ident: ref_54 article-title: The impact of industrial structure efficiency on provincial industrial energy efficiency in China publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.01.095 – volume: 167 start-page: 113081 year: 2022 ident: ref_38 article-title: Did civilized city policy improve energy efficiency of resource-based cities? Prefecture-level evidence from China publication-title: Energy Policy doi: 10.1016/j.enpol.2022.113081 – volume: 153 start-page: 112247 year: 2021 ident: ref_55 article-title: Does internet development improve green total factor energy efficiency? Evidence from China publication-title: Energy Policy doi: 10.1016/j.enpol.2021.112247 – volume: 96 start-page: 174 year: 2019 ident: ref_24 article-title: When do environmental regulations backfire? Onsite industrial electricity generation, energy efficiency and policy instruments publication-title: J. Environ. Econ. Manag. doi: 10.1016/j.jeem.2019.04.004 – ident: ref_44 – volume: 31 start-page: 403 year: 2021 ident: ref_64 article-title: The role of information and communication technology on green total factor energy efficiency: Does environmental regulation work? publication-title: Bus. Strat. Environ. doi: 10.1002/bse.2901 – volume: 1 start-page: 141 year: 2002 ident: ref_68 article-title: Dynamic panel data models: A guide to micro data methods and practice publication-title: Port. Econ. J. doi: 10.1007/s10258-002-0009-9 – volume: 86 start-page: 336 year: 2008 ident: ref_52 article-title: Job search and mobility in developing countries. Theory and policy implications publication-title: J. Dev. Econ. doi: 10.1016/j.jdeveco.2007.06.009 – volume: 61 start-page: 70 year: 2022 ident: ref_42 article-title: Environmental decentralization, digital finance and green technology innovation publication-title: Struct. Chang. Econ. Dyn. doi: 10.1016/j.strueco.2022.02.008 – volume: 4 start-page: 157 year: 2018 ident: ref_46 article-title: Capital Markets Union and the Fintech Opportunity publication-title: J. Financ. Regul. doi: 10.1093/jfr/fjx012 – volume: 240 start-page: 117669 year: 2019 ident: ref_57 article-title: Spatial variation of energy efficiency based on a Super-Slack-Based Measure: Evidence from 104 resource-based cities publication-title: J. Clean. Prod. doi: 10.1016/j.jclepro.2019.117669 – volume: 86 start-page: 317 year: 2019 ident: ref_14 article-title: The impact of digital finance on household consumption: Evidence from China publication-title: Econ. Model. doi: 10.1016/j.econmod.2019.09.027 – volume: 234 start-page: 121304 year: 2021 ident: ref_21 article-title: Coupling between energy efficiency and industrial structure: An urban agglomeration case publication-title: Energy doi: 10.1016/j.energy.2021.121304 – volume: 90 start-page: 104836 year: 2020 ident: ref_34 article-title: Effects of diversified openness channels on the total-factor energy efficiency in China’s manufacturing sub-sectors: Evidence from trade and FDI spillovers publication-title: Energy Econ. doi: 10.1016/j.eneco.2020.104836 – volume: 34 start-page: 3206 year: 2006 ident: ref_27 article-title: Total-factor energy efficiency of regions in China publication-title: Energy Policy doi: 10.1016/j.enpol.2005.06.015 – volume: 134 start-page: 110941 year: 2019 ident: ref_35 article-title: Regional heterogeneity of China’s energy efficiency in “new normal”: A meta-frontier Super-SBM analysis publication-title: Energy Policy doi: 10.1016/j.enpol.2019.110941 – volume: 123 start-page: 73 year: 2016 ident: ref_16 article-title: Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China publication-title: J. Dev. Econ. doi: 10.1016/j.jdeveco.2016.08.003 – volume: 298 start-page: 113448 year: 2021 ident: ref_5 article-title: The effect of energy resources on economic growth and carbon emissions: A way forward to carbon neutrality in an emerging economy publication-title: J. Environ. Manag. doi: 10.1016/j.jenvman.2021.113448 – ident: ref_60 doi: 10.3390/ijerph182211829 – volume: 78 start-page: 102117 year: 2021 ident: ref_2 article-title: What is stopping India’s rapid decarbonisation? Examining social factors, speed, and institutions in Odisha publication-title: Energy Res. Soc. Sci. doi: 10.1016/j.erss.2021.102117 – volume: 157 start-page: 112505 year: 2021 ident: ref_47 article-title: Evaluation of energy resilience and adaptation policies: An energy efficiency analysis publication-title: Energy Policy doi: 10.1016/j.enpol.2021.112505 – volume: 82 start-page: 66 year: 2019 ident: ref_51 article-title: What Drives Entrepreneurship in Digital Economy? Evidence from China publication-title: Econ. Model. doi: 10.1016/j.econmod.2019.09.026 – volume: 51 start-page: 1173 year: 1986 ident: ref_66 article-title: The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations publication-title: J. Personal. Soc. Psychol. doi: 10.1037/0022-3514.51.6.1173 – volume: 146 start-page: 111810 year: 2020 ident: ref_8 article-title: Does financial agglomeration promote the increase of energy efficiency in China? publication-title: Energy Policy doi: 10.1016/j.enpol.2020.111810 – volume: 26 start-page: 8838 year: 2019 ident: ref_10 article-title: Modeling the non-linear relationship between financial development and energy consumption: Statistical experience from OECD countries publication-title: Environ. Sci. Pollut. Res. doi: 10.1007/s11356-019-04317-9 – ident: ref_59 doi: 10.3390/su14073911 – volume: 11 start-page: 77 year: 2008 ident: ref_53 article-title: Can structural adjustment improve energy efficiency: A study based on China’s provincial data publication-title: World Econ. – volume: 58 start-page: 277 year: 1991 ident: ref_65 article-title: Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations publication-title: Rev. Econ. Stud. doi: 10.2307/2297968 – volume: 247 start-page: 123395 year: 2022 ident: ref_1 article-title: Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities publication-title: Energy doi: 10.1016/j.energy.2022.123395 – volume: 153 start-page: 112267 year: 2021 ident: ref_9 article-title: Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints publication-title: Energy Policy doi: 10.1016/j.enpol.2021.112267 |
SSID | ssj0000331333 |
Score | 2.439452 |
Snippet | The rapid development of digital finance has delivered significant benefits, such as sustainable development and economic growth. We explore the relationship... |
SourceID | doaj proquest crossref |
SourceType | Open Website Aggregation Database Enrichment Source Index Database |
StartPage | 5455 |
SubjectTerms | Cities Data envelopment analysis Developing countries digital finance Economic development Economic growth Energy consumption Energy efficiency Environmental impact Environmental protection Environmental regulations Financial institutions Financial services green technology innovation green total factor energy efficiency industrial structure upgrading Innovations LDCs Low income groups Mathematical programming Research & development expenditures Small & medium sized enterprises-SME |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1NS8NAEF2kJz2In1itsqAXD6Fpdjeb9aa1pYp6aqG3sJ9FkERsvPs3_Hv-Emc3aa0oePG6DCTMzu6bSWbeQ-iMxpSSRMnIGv_pxqQ0EqmLI2OcclkmFQ1yb_cP6WhCb6dsuiL15XvCanrg2nFdY3tax1TKJLEU4FcYZahy3FGimRIhNQLMWymmwh1MCBRfpOYjJVDXd23hoRvyBfYNgQJR_497OIDLcAttNlkhvqzfZhut2WIHbaxwBe6iGWwovgkzjbh0-Ppx5uU-cK2va3FZ4NBCg8dlWA4yOngQJvvwIPBE-CHLC7yQEcWywkE8--PtfY77kIzjO99AtIcmw8G4P4oalYRIk7RXRYJLwzJLAYJiaQRkVLFj0jI4qsQKYxPLZWyVUqnkOjWJ4IoKncAlqBTkFpTso1ZRFvYAYc65cFksZWCRUz3pHNPUGaUzqJStaaPzhedy3VCIeyWLpxxKCe_l_MvLbXS6tH2uiTN-tbryG7C08GTXYQFCIG9CIP8rBNqos9i-vDmB89z_UGcAtbE4_I9nHKH1xA8-hNa_DmpVL6_2GNKRSp2EyPsE0J_fhw priority: 102 providerName: Directory of Open Access Journals |
Title | The Impact of Digital Finance on Green Total Factor Energy Efficiency: Evidence at China’s City Level |
URI | https://www.proquest.com/docview/2700599009 https://doaj.org/article/de1cc04aa22e46159dbd4bf7f43c5b9a |
Volume | 15 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LTxsxEB6RcGkPFX2poSGy1F56WOGsvQ9zQSRNAlWLqiqRclv5GVWqdoGk9_4N_h6_hLHjJEUgLnvw-uTxPD3zfQCfOeWcpUom1vjSjcl5InJHE2OccmUpFQ90bz8u8_MZ_zbP5rHgtoxtlRubGAy1abSvkR_7B9IMTScVp1fXiWeN8q-rkUKjBftogsuyDfuD0eXPX9sqC2UMkzC2xiVlmN8f29q7cIwbsgeeKAD2P7LHwcmMD-BVjA7J2Vqcr2HP1m_g5X-YgW9hgYIlF2G2kTSOfP298LQfZM2za0lTk9BKQ6ZNWA50OmQUJvzIKOBF-GHLE7KhEyVyRQKJ9t2_2yUZYlBOvvtGoncwG4-mw_MksiUkmuX9VSIKabLScnRFVBqBkRV1mbQZqiyzwtjUFpJapVQuC52bVBSKC52iMVQKYwzO3kO7bmr7AUhRFMKVVMqAJqf60rlMc2eULjFjtqYDXzYnV-kIJe4ZLf5UmFL4U652p9yBT9u9V2sAjSd3DbwAtjs86HVYaG4WVdShyti-1pRLmaaWYyQmjDJcucJxpjMlZAe6G_FVUROX1e7eHD7_-yO8SP1oQ2ju60J7dfPXHmHAsVI9aJXjSS_erV5I2_E7mffvAWia2bc |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LbxMxEB6V9gA9IMpDBFpqCThwWNWxvQ8joQrahISmPaVSb4ufEVK1W5ogxI2_wZ_oj-ovYezdTYtacevVtnwYj-dhz3wfwBtBheBMq8TZ8HRjM5HIzNPEWq99USgtIt3b4VE2OhZfTtKTFbjoemFCWWVnE6OhtrUJb-Q74YM0RdNJ5e7Z9ySwRoXf1Y5Co1GLA_frJ6Zs8w_jfTzft4wNB9O9UdKyCiSGZ_1FInNl08IJNNlUWYkRCPWpcimqNnfSOuZyRZ3WOlO5ySyTuRbSMDQaWqMvFhz3vQdrgqMnD53pw8_LNx3KOaZ8vEFBxXm646oQMGCUkv7j9yI9wA3rH13a8BE8bGNR8rFRng1YcdVjWL-GUPgEZqhGZBw7KUntyf63WSAZIQ2rryN1RWLhDpnWcTiS95BB7Cckg4hOEVo735OOvJSoBYmU3Ze__8zJHqYAZBLKlp7C8Z1I8RmsVnXlngPJ81z6gioVset0X3mfGuGtNgXm58724F0nudK0wOWBP-O0xAQmSLm8knIPXi_XnjVwHbeu-hQOYLkiQGzHgfp8VrY3trSubwwVSjHmBMZ90mortM-94CbVUvVgszu-sr338_JKS1_8f3ob7o-mh5NyMj46eAkPWGiqiGWFm7C6OP_htjDUWehXUb8IfL1rhf4LbloSSA |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3LahRBFL3ECYgugk8ySdQCdeGimZqq6kcJIiYzQ8bEIUgC2bX1HITQnWQmiDt_w1_xc_wSb1V3TxTFXbbVRS9unb6P6nvPAXghqBCcaZU4G65ubCYSmXmaWOu1LwqlRZR7-zDL9k_E-9P0dA1-dLMwoa2y84nRUdvahDvyQfhBmqLrpHLg27aIo9Hk7flFEhSkwp_WTk6jgciB-_oFy7fFm-kIz_olY5Px8d5-0ioMJIZnw2Uic2XTwgl031RZidkI9alyKcKcO2kdc7miTmudqdxklslcC2kYOhCtMS4Lju-9Bet5qIp6sL47nh19XN3wUM6xAOQNJyrnkg5cFdIHzFnSP6JgFAv4KxbEADe5BxttZkreNVC6D2uuegB3f-MrfAhzBBWZxrlKUnsy-jwPkiOk0fh1pK5IbOMhx3VcjlI-ZBynC8k4clWEQc_XpJMyJWpJooD3z2_fF2QPCwJyGJqYHsHJjdjxMfSqunKbQPI8l76gSkUmOz1U3qdGeKtNgdW6s3141VmuNC2NeVDTOCuxnAlWLq-t3Ifnq73nDXnHP3fthgNY7QiE23GhvpyX7fdbWjc0hgqlGHMCs0BptRXa515wk2qp-rDTHV_ZeoFFeY3Zrf8_fga3Eczl4XR2sA13WJiwiD2GO9BbXl65J5j3LPXTFmAEPt00pn8BkVIX2g |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+Impact+of+Digital+Finance+on+Green+Total+Factor+Energy+Efficiency%3A+Evidence+at+China%E2%80%99s+City+Level&rft.jtitle=Energies+%28Basel%29&rft.au=Liu%2C+Yang&rft.au=Xiong%2C+Ruochan&rft.au=Lv%2C+Shigong&rft.au=Gao%2C+Da&rft.date=2022-08-01&rft.pub=MDPI+AG&rft.eissn=1996-1073&rft.volume=15&rft.issue=15&rft.spage=5455&rft_id=info:doi/10.3390%2Fen15155455&rft.externalDBID=HAS_PDF_LINK |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1996-1073&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1996-1073&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1996-1073&client=summon |