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How does digital finance drive the green economic growth? New discoveries of spatial threshold effect and attenuation possibility boundary

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  • Pang, Si Lu
  • Liu, Hui
  • Hua, Gui Hong

Abstract

A spatial threshold model is constructed to examine the spatial threshold effect and attenuation possibility boundary of digital finance on green economic growth (GEG) under the theoretical framework. Results revealed that: (1) Digital finance has a significant single-threshold effect, with high-level digital finance having a stronger incentive effect on local GEG. (2) Digital finance's negative spillover effect on the surrounding GEG increases with an improvement in the former's level. (3) Digital finance's spatial spillover effect on GEG shows distance attenuation of volatility and an attenuation possibility boundary in both stages. (4) Green investment and enterprise emission fees are mechanisms which digital finance can boost GEG; however, it can suppress GEG by encouraging residential consumption.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:reveco:v:89:y:2024:i:pa:p:561-581
    DOI: 10.1016/j.iref.2023.07.014
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    as
    1. Shuming Ren & Lianqing Li & Yueqi Han & Yu Hao & Haitao Wu, 2022. "The emerging driving force of inclusive green growth: Does digital economy agglomeration work?," Business Strategy and the Environment, Wiley Blackwell, vol. 31(4), pages 1656-1678, May.
    2. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    3. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    4. Zhong, Weiqiang & Jiang, Tingfeng, 2021. "Can internet finance alleviate the exclusiveness of traditional finance? evidence from Chinese P2P lending markets," Finance Research Letters, Elsevier, vol. 40(C).
    5. Luo, Yu & Peng, Yuchao & Zeng, Lianyun, 2021. "Digital financial capability and entrepreneurial performance," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 55-74.
    6. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    7. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    8. Zhiqiang Lu & Junjie Wu & Hongyu Li & Duc Khuong Nguyen, 2022. "Local Bank, Digital Financial Inclusion and SME Financing Constraints: Empirical Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(6), pages 1712-1725, May.
    9. Yan, Bin & Wang, Feng & Chen, Tian & Liu, Siyu & Bai, Xiaoxuan, 2023. "Digital finance, environmental regulation and emission reduction in manufacturing industry: New evidence incorporating dynamic spatial-temporal correlation and competition," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 750-763.
    10. Yuan, Huaxi & Feng, Yidai & Lee, Chien-Chiang & Cen, Yan, 2020. "How does manufacturing agglomeration affect green economic efficiency?," Energy Economics, Elsevier, vol. 92(C).
    11. Francesco Aiello & Paola Cardamone, 2008. "R&D spillovers and firms’ performance in Italy," Empirical Economics, Springer, vol. 34(1), pages 143-166, February.
    12. Elbahnasawy, Nasr G., 2014. "E-Government, Internet Adoption, and Corruption: An Empirical Investigation," World Development, Elsevier, vol. 57(C), pages 114-126.
    13. Ji, Qiang & Zhang, Dayong, 2019. "How much does financial development contribute to renewable energy growth and upgrading of energy structure in China?," Energy Policy, Elsevier, vol. 128(C), pages 114-124.
    14. Cheng, Zhonghua & Li, Xiang & Wang, Meixiao, 2021. "Resource curse and green economic growth," Resources Policy, Elsevier, vol. 74(C).
    15. Chen, Shengqi & Zhang, Hong, 2021. "Does digital finance promote manufacturing servitization: Micro evidence from China," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 856-869.
    16. 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.
    17. Qu, Chenyao & Shao, Jun & Shi, Zhenkai, 2020. "Does financial agglomeration promote the increase of energy efficiency in China?," Energy Policy, Elsevier, vol. 146(C).
    18. Liu, Yang & Luan, Lin & Wu, Weilong & Zhang, Zhiqiang & Hsu, Yen, 2021. "Can digital financial inclusion promote China's economic growth?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    19. Meiling Wang & Silu Pang & Ikram Hmani & Ilham Hmani & Cunfang Li & Zhengxia He, 2021. "Towards sustainable development: How does technological innovation drive the increase in green total factor productivity?," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 217-227, January.
    20. Christoph Bertram & Gunnar Luderer & Felix Creutzig & Nico Bauer & Falko Ueckerdt & Aman Malik & Ottmar Edenhofer, 2021. "COVID-19-induced low power demand and market forces starkly reduce CO2 emissions," Nature Climate Change, Nature, vol. 11(3), pages 193-196, March.
    21. Guoxiang Li & Rong Zhang & Suling Feng & Yuqing Wang, 2022. "Digital finance and sustainable development: Evidence from environmental inequality in China," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3574-3594, November.
    22. Cheng, Yiran & Zhou, Xiaorui & Li, Yongjian, 2023. "The effect of digital transformation on real economy enterprises’ total factor productivity," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 488-501.
    23. Dendramis, Y. & Tzavalis, E. & Adraktas, G., 2018. "Credit risk modelling under recessionary and financially distressed conditions," Journal of Banking & Finance, Elsevier, vol. 91(C), pages 160-175.
    24. Yuan, Shengjun & Musibau, Hammed Oluwaseyi & Genç, Sema Yılmaz & Shaheen, Riffat & Ameen, Anam & Tan, Zhixiong, 2021. "Digitalization of economy is the key factor behind fourth industrial revolution: How G7 countries are overcoming with the financing issues?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    25. Feng, Yidai & Liu, Yaobin & Yuan, Huaxi, 2022. "The spatial threshold effect and its regional boundary of new-type urbanization on energy efficiency," Energy Policy, Elsevier, vol. 164(C).
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    4. Zhu, Xiaoge & Saha, Tanaya & Chishti, Muhammad Zubair & Xu, Qi, 2024. "Exploring the impacts of financial technologies and natural resources on sustainable development to advance SDGs-2030 across various time horizons," Resources Policy, Elsevier, vol. 91(C).

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