Digital finance, financing constraints, and green technological innovation: A spatial analysis
This study investigates the role of financing constraints in mediating the influence of digital finance on green technological innovations by using the spatial Durbin model. Based on the panel data of 273 Chinese cities from 2011 to 2020, the empirical results demonstrate that local and neighboring...
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| Published in | Global finance journal Vol. 61; p. 100988 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
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Elsevier Inc
01.07.2024
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| Abstract | This study investigates the role of financing constraints in mediating the influence of digital finance on green technological innovations by using the spatial Durbin model. Based on the panel data of 273 Chinese cities from 2011 to 2020, the empirical results demonstrate that local and neighboring financing constraints mediate more than 50% of the direct impact of local digital finance on the quantity and quality of green innovation. Moreover, these financing constraints completely mediate the indirect impact of neighbors' digitalization levels, one of the three indicators of digital finance. This underscores the importance of addressing financing constraints and fostering regional cooperation to enhance the efficacy of digital finance in advancing green technology.
•The role of financing constraints in digital finance's effect on green innovation.•Financing constraints mediate the impact of digital finance on green technology.•Financing constraints mediate the neighbors' digitalization levels' indirect impact. |
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| AbstractList | This study investigates the role of financing constraints in mediating the influence of digital finance on green technological innovations by using the spatial Durbin model. Based on the panel data of 273 Chinese cities from 2011 to 2020, the empirical results demonstrate that local and neighboring financing constraints mediate more than 50% of the direct impact of local digital finance on the quantity and quality of green innovation. Moreover, these financing constraints completely mediate the indirect impact of neighbors' digitalization levels, one of the three indicators of digital finance. This underscores the importance of addressing financing constraints and fostering regional cooperation to enhance the efficacy of digital finance in advancing green technology.
•The role of financing constraints in digital finance's effect on green innovation.•Financing constraints mediate the impact of digital finance on green technology.•Financing constraints mediate the neighbors' digitalization levels' indirect impact. |
| ArticleNumber | 100988 |
| Author | Jia, Xuemei Liu, Zhenya Li, Bo Ma, Fengping |
| Author_xml | – sequence: 1 givenname: Bo surname: Li fullname: Li, Bo email: libo@bisu.edu.cn organization: Business School, Beijing International Studies University, China – sequence: 2 givenname: Zhenya surname: Liu fullname: Liu, Zhenya email: zliu@em-normandie.fr organization: EM Normandie Business School, Métis Lab, France – sequence: 3 givenname: Xuemei surname: Jia fullname: Jia, Xuemei organization: Business School, Beijing International Studies University, China – sequence: 4 givenname: Fengping surname: Ma fullname: Ma, Fengping organization: Business School, Beijing International Studies University, China |
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publication-title: Energy Policy doi: 10.1016/j.enpol.2018.12.047 contributor: fullname: Ji – volume: 320 year: 2022 ident: 10.1016/j.gfj.2024.100988_bb0105 article-title: How does digital finance influence green technology innovation in China? Evidence from the financing constraints perspective publication-title: Journal of Environmental Management doi: 10.1016/j.jenvman.2022.115833 contributor: fullname: Lin – volume: 58 year: 2023 ident: 10.1016/j.gfj.2024.100988_bb0095 article-title: How does digital finance affect the efficiency of urban green economies? Evidence from China publication-title: Finance Research Letters doi: 10.1016/j.frl.2023.104595 contributor: fullname: Li – volume: 51 start-page: 31 year: 2015 ident: 10.1016/j.gfj.2024.100988_bb0135 article-title: Greenization of venture capital and green innovation of chinese entity industry publication-title: Ecological Indicators doi: 10.1016/j.ecolind.2014.10.025 contributor: fullname: Zhang – volume: 91 start-page: 160 year: 2018 ident: 10.1016/j.gfj.2024.100988_bb0045 article-title: Credit risk modelling under recessionary and financially distressed conditions publication-title: Journal of Banking & Finance doi: 10.1016/j.jbankfin.2017.03.020 contributor: fullname: Dendramis – volume: 114 year: 2022 ident: 10.1016/j.gfj.2024.100988_bb0100 article-title: Does digital finance promote the green innovation of china’s listed companies? publication-title: Energy Economics doi: 10.1016/j.eneco.2022.106254 contributor: fullname: Li – volume: 168 year: 2021 ident: 10.1016/j.gfj.2024.100988_bb0025 article-title: Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance publication-title: Technological Forecasting and Social Change doi: 10.1016/j.techfore.2021.120766 contributor: fullname: Awan – year: 1988 ident: 10.1016/j.gfj.2024.100988_bb0020 contributor: fullname: Anselin – volume: 51 year: 2013 ident: 10.1016/j.gfj.2024.100988_bb0040 article-title: Green organizational identity and green innovation publication-title: Management Decision doi: 10.1108/MD-09-2011-0314 contributor: fullname: Chang – volume: 37 start-page: 178 year: 1950 ident: 10.1016/j.gfj.2024.100988_bb0120 article-title: A test for the serial independence of residuals publication-title: Biometrika doi: 10.1093/biomet/37.1-2.178 contributor: fullname: Moran – volume: 30 year: 2021 ident: 10.1016/j.gfj.2024.100988_bb0085 article-title: Past, present, and future of green product innovation publication-title: Business Strategy and the Environment doi: 10.1002/bse.2858 contributor: fullname: Khan – volume: 29 start-page: 35828 year: 2022 ident: 10.1016/j.gfj.2024.100988_bb0110 article-title: Can digital finance promote corporate green innovation? publication-title: Environmental Science and Pollution Research doi: 10.1007/s11356-022-18667-4 contributor: fullname: Liu – volume: 57 year: 2023 ident: 10.1016/j.gfj.2024.100988_bb0140 article-title: Nexus analysis of financial management, digital finance and new technologies publication-title: Global Finance Journal doi: 10.1016/j.gfj.2023.100869 contributor: fullname: Wu – volume: 327 year: 2021 ident: 10.1016/j.gfj.2024.100988_bb0035 article-title: Digital finance, green technological innovation and energy-environmental performance: Evidence from china’s regional economies publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2021.129458 contributor: fullname: Cao – volume: 61 start-page: 70 year: 2022 ident: 10.1016/j.gfj.2024.100988_bb0050 article-title: Environmental decentralization, digital finance and green technology innovation publication-title: Structural Change and Economic Dynamics doi: 10.1016/j.strueco.2022.02.008 contributor: fullname: Feng – volume: 57 year: 2023 ident: 10.1016/j.gfj.2024.100988_bb0145 article-title: Role of digital finance, investment, and trade in technological progress publication-title: Global Finance Journal doi: 10.1016/j.gfj.2023.100853 contributor: fullname: Xiao – volume: 141 start-page: 8 year: 2019 ident: 10.1016/j.gfj.2024.100988_bb0055 article-title: Pursuing green growth in technology firms through the connections between environmental innovation and sustainable business performance: Does service capability matter? publication-title: Resources, Conservation and Recycling doi: 10.1016/j.resconrec.2018.09.031 contributor: fullname: Fernando – volume: 58 year: 2023 ident: 10.1016/j.gfj.2024.100988_bb0155 article-title: How does digital finance affect green innovation? City-level evidence from China publication-title: Finance Research Letters contributor: fullname: Zhang |
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