IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v58y2023ipds1544612323009674.html
   My bibliography  Save this article

How does digital finance affect the efficiency of urban green economies? Evidence from China

Author

Listed:
  • Li, Hongmei
  • Xu, Ruizhe

Abstract

Based on the panel data of 238 prefecture-level cities from 2012 to 2021, the fixed effect model, mediation effect model and threshold regression model are used to empirically examine how digital finance affects urban green economic efficiency. The results of the study show that in terms of the overall effect, digital financial development is conducive to improving urban green economic efficiency, and this conclusion still holds after the robustness test. Green technological innovation helps to improve urban green economic efficiency, and it is an important conduction mechanism for digital finance to drive the urban green economic efficiency to realize the leap. The results of the threshold regression show that there is a nonlinear effect of digital finance on urban green economic efficiency. Heterogeneity discussion found that digital finance has a more significant effect on the improvement of green economic efficiency in large cities and medium-mini-sized cities than in mega-cities. This study further expands the relevant content of the impact effect of digital finance, and provides theoretical and practical experience for the continuous improvement of urban economic efficiency.

Suggested Citation

  • Li, Hongmei & Xu, Ruizhe, 2023. "How does digital finance affect the efficiency of urban green economies? Evidence from China," Finance Research Letters, Elsevier, vol. 58(PD).
  • Handle: RePEc:eee:finlet:v:58:y:2023:i:pd:s1544612323009674
    DOI: 10.1016/j.frl.2023.104595
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612323009674
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.frl.2023.104595?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Sudeep Jain & Daniela Gabor, 2020. "The Rise of Digital Financialisation: The Case of India," New Political Economy, Taylor & Francis Journals, vol. 25(5), pages 813-828, July.
    2. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
    3. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    4. Jingyi Zhong & Weide Chun & Wu Deng & Hui Gao, 2023. "Can Mergers and Acquisitions Promote Technological Innovation in the New Energy Industry? An Empirical Analysis Based on China’s Lithium Battery Industry," Sustainability, MDPI, vol. 15(16), pages 1-25, August.
    5. Qian Zhang & Ye Tao & Conghu Liu, 2023. "Synergistic Agglomeration of Manufacturing and Logistics Industries and Urban Green Economy Efficiency: Influence and Upgrading," Mathematical Problems in Engineering, Hindawi, vol. 2023, pages 1-19, February.
    6. Yang Liu & Yanlin Yang & Huihui Li & Kaiyang Zhong, 2022. "Digital Economy Development, Industrial Structure Upgrading and Green Total Factor Productivity: Empirical Evidence from China’s Cities," IJERPH, MDPI, vol. 19(4), pages 1-23, February.
    7. Haisheng Chen & Dingqing Ni & Shuiping Zhu & Ying Ying & Manhong Shen, 2022. "Does the National Credit Demonstration Policy Affect Urban Green Economy Efficiency? Evidence from the Yangtze River Delta Region of China," IJERPH, MDPI, vol. 19(16), pages 1-20, August.
    8. Tamazian, Artur & Chousa, Juan Piñeiro & Vadlamannati, Krishna Chaitanya, 2009. "Does higher economic and financial development lead to environmental degradation: Evidence from BRIC countries," Energy Policy, Elsevier, vol. 37(1), pages 246-253, January.
    9. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    10. Pang, Si Lu & Liu, Hui & Hua, Gui Hong, 2024. "How does digital finance drive the green economic growth? New discoveries of spatial threshold effect and attenuation possibility boundary," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 561-581.
    11. Wang, Yafei & Bai, Ying & Quan, Tianshu & Ran, Rong & Hua, Lei, 2023. "Influence and effect of industrial agglomeration on urban green total factor productivity—On the regulatory role of innovation agglomeration and institutional distance," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1158-1173.
    12. Du, Mengfan & Zhang, Yue-Jun, 2023. "The impact of producer services agglomeration on green economic development: Evidence from 278 Chinese cities," Energy Economics, Elsevier, vol. 124(C).
    13. Xie, Peijun & Jamaani, Fouad, 2022. "Does green innovation, energy productivity and environmental taxes limit carbon emissions in developed economies: Implications for sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 66-78.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Sen & Xu, Jiawei & Lei, Tianyi & Wang, Mengdi, 2024. "How to improve the efficiency of green development? The role of digital finance," Finance Research Letters, Elsevier, vol. 63(C).
    2. Li, Bo & Liu, Zhenya & Jia, Xuemei & Ma, Fengping, 2024. "Digital finance, financing constraints, and green technological innovation: A spatial analysis," Global Finance Journal, Elsevier, vol. 61(C).
    3. Yin, Lei & Yang, Yuanyuan, 2024. "How does digital finance influence corporate greenwashing behavior?," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 359-373.
    4. Zhao, Qiao & Wang, Wangqing, 2024. "Impact of digital financial tools on intermediate goods: Synergies between external funding and internal R&D investment," Finance Research Letters, Elsevier, vol. 67(PB).
    5. Xiong, Wei & Jiang, Mengzhen & Liu, Yingying, 2024. "Digital economy, risk attitudes, and entrepreneurial decision-making in urban and rural households in China," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    6. Ma, Jinghao & Shang, Yujie & Liang, Zhenghan, 2024. "National central cities, technological innovation, and economic growth," Finance Research Letters, Elsevier, vol. 67(PB).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yunyan Jiang & Feng Deng, 2022. "Multi-Dimensional Threshold Effects of the Digital Economy on Green Economic Growth?—New Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, October.
    2. Yingying Zhou & Zhuoqing Fang & Nan Li & Xueyan Wu & Yuehan Du & Zonghan Liu, 2019. "How Does Financial Development Affect Reductions in Carbon Emissions in High-Energy Industries?—A Perspective on Technological Progress," IJERPH, MDPI, vol. 16(17), pages 1-25, August.
    3. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    4. Yue, Sishi & Yang, Mo & Dong, Dayong, 2024. "Do enterprises adopting digital finance exhibit higher values? Based on textual analysis," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
    5. Lixin Zhou & Caiping Qu & Li Zhi, 2024. "Research on the Impact of Digital Infrastructure on Urban Breakthrough Green Innovation: A Case Study of the Yangtze River Economic Belt in China," Sustainability, MDPI, vol. 16(22), pages 1-22, November.
    6. Jingyi Qin & Qingyu Xu, 2024. "The Impact of the Digital Economy on Population Dividends in China: Based on the Dual Perspective of Quantity and Quality," Sustainability, MDPI, vol. 16(10), pages 1-23, May.
    7. Qiutong Xue & Sixian Feng & Kairan Chen & Muchen Li, 2022. "Impact of Digital Finance on Regional Carbon Emissions: An Empirical Study of Sustainable Development in China," Sustainability, MDPI, vol. 14(14), pages 1-26, July.
    8. Shiu-Wan Hung & Chiao-Ming Li & Ming-Yi Shen, 2018. "Regional analysis of the relationship between CO 2 emissions and financial development," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 41(1/2/3/4), pages 2-13.
    9. Yuxin Fang & Hongjun Cao & Jihui Sun, 2022. "Impact of Artificial Intelligence on Regional Green Development under China’s Environmental Decentralization System—Based on Spatial Durbin Model and Threshold Effect," IJERPH, MDPI, vol. 19(22), pages 1-27, November.
    10. Jiao, Yong & Wang, Gaofei & Li, Chengyou & Pan, Jia, 2024. "Digital inclusive finance, factor flow and industrial structure upgrading: Evidence from the yellow river basin," Finance Research Letters, Elsevier, vol. 62(PA).
    11. Deng, Qiu Shi & Alvarado, Rafael & Cuesta, Lizeth & Tillaguango, Brayan & Murshed, Muntasir & Rehman, Abdul & Işık, Cem & López-Sánchez, Michelle, 2022. "Asymmetric impacts of foreign direct investment inflows, financial development, and social globalization on environmental pollution," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 236-251.
    12. Mingzhao Xiong & Wenqi Li & Chenjie Jenny & Peixu Wang, 2023. "Financial Inclusion through Digitalization: Improving Emerging Drivers of Industrial Pollution—Evidence from China," Sustainability, MDPI, vol. 15(13), pages 1-17, June.
    13. Zhenhua Zhang & Chao Hua & Marshall S. Jiang & Jianjun Miao, 2024. "The spatial spillover effect of financial growth on high-quality development: Evidence from Yellow River Basin in China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-17, December.
    14. Li, Lin & Sun, Chenghao, 2024. "How does digital finance reduce urban crime rate?," Finance Research Letters, Elsevier, vol. 63(C).
    15. Shu-Chen Chang & Meng-Hua Li, 2019. "Impacts of Foreign Direct Investment and Economic Development on Carbon Dioxide Emissions Across Different Population Regimes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 72(2), pages 583-607, February.
    16. Feihong Zheng & Rongxin Diao & Hongsheng Che, 2024. "Environmental Decentralization, Digital Financial Inclusion, and the Green Transformation of Industries in Resource-Based Cities in China," Sustainability, MDPI, vol. 16(17), pages 1-26, September.
    17. Kun Lv & Shurong Yu & Dian Fu & Jingwen Wang & Chencheng Wang & Junbai Pan, 2022. "The Impact of Financial Development and Green Finance on Regional Energy Intensity: New Evidence from 30 Chinese Provinces," Sustainability, MDPI, vol. 14(15), pages 1-29, July.
    18. Zhaoxin Huo & Huifang Liu, 2024. "Impact of China’s Digital Economy on Integrated Urban–Rural Development," Sustainability, MDPI, vol. 16(14), pages 1-20, July.
    19. Pan, Xiuzhen & Wei, Zixiang & Han, Botang & Shahbaz, Muhammad, 2021. "The heterogeneous impacts of interregional green technology spillover on energy intensity in China," Energy Economics, Elsevier, vol. 96(C).
    20. Nidhaleddine Ben Cheikh & Younes Ben Zaied, 2021. "A new look at carbon dioxide emissions in MENA countries," Climatic Change, Springer, vol. 166(3), pages 1-22, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:finlet:v:58:y:2023:i:pd:s1544612323009674. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.