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“Cooperation” or “competition”: Digital finance enables green technology innovation—a new assessment from dynamic spatial spillover perspectives

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  • Xie, Qichang
  • Wang, Dong
  • Bai, Qianwen

Abstract

Green technology innovation is crucial in promoting the establishment of a green economic system. Digital finance is vital in supporting green technology innovation by combining finance and technology to extend the boundaries of financial services. This study constructs a theoretical framework by extending the Solow growth model and introduces a dynamic spatial Durbin model to investigate how China's green technology innovation is impacted by digital finance performance. Our results show that digital finance positively affects green technology innovation in local cities and hinders environmental technology improvement in nearby cities, resulting in unfavorable externalities. The mechanism check shows that digital finance motivates green technology innovation by expanding the scale of consumption, promoting industrial upgrading, and strengthening government support. The positive effects of digital finance on environmental technology improvement are prominent in regions with higher levels of digital finance, particularly in China's eastern and central regions. The degree of digitization and the depth of usage have notable positive impacts on green technology progress. Our findings provide important decision-making references on sustainable growth and have some significance for eliminating the digital development gap between regions and promoting innovation-driven development strategy.

Suggested Citation

  • Xie, Qichang & Wang, Dong & Bai, Qianwen, 2024. "“Cooperation” or “competition”: Digital finance enables green technology innovation—a new assessment from dynamic spatial spillover perspectives," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 587-601.
    • Handle: RePEc:eee:reveco:v:93:y:2024:i:pb:p:587-601
    DOI: 10.1016/j.iref.2024.04.040
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    as
    1. Zou, Zongsen & Liu, Xindi & Wang, Meng & Yang, Xinze, 2023. "Insight into digital finance and fintech: A bibliometric and content analysis," Technology in Society, Elsevier, vol. 73(C).
    2. Hui, Peng & Zhao, Hui & Liu, Desheng & Li, Ye, 2023. "How does digital finance affect regional innovation capacity? A spatial econometric analysis," Economic Modelling, Elsevier, vol. 122(C).
    3. Zhu, Mingxun & Wang, Yanping & Wei, Min & Cai, Zhen, 2023. "How does digital finance affect consumer online shopping: A comprehensive analysis based on econometric model," Finance Research Letters, Elsevier, vol. 54(C).
    4. Li, Xin & Shao, Xuefeng & Chang, Tsangyao & Albu, Lucian Liviu, 2022. "Does digital finance promote the green innovation of China's listed companies?," Energy Economics, Elsevier, vol. 114(C).
    5. Wang, Qunwei & Fan, Zining, 2023. "Green finance and investment behavior of renewable energy enterprises: A case study of China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    6. Xie, Qichang & Ma, Di & Raza, Muhammad Yousaf & Tang, Songlin & Bai, Dingchuan, 2023. "Toward carbon peaking and neutralization: The heterogeneous stochastic convergence of CO2 emissions and the role of digital inclusive finance," Energy Economics, Elsevier, vol. 125(C).
    7. Tang, Yunfeng & Zhang, Xuan & Lu, Shibao & Taghizadeh-Hesary, Farhad, 2023. "Digital finance and air pollution in China: Evolution characteristics, impact mechanism and regional differences," Resources Policy, Elsevier, vol. 86(PA).
    8. Umar, Muhammad & Safi, Adnan, 2023. "Do green finance and innovation matter for environmental protection? A case of OECD economies," Energy Economics, Elsevier, vol. 119(C).
    9. Tang, Chang & Xu, Yuanyuan & Hao, Yu & Wu, Haitao & Xue, Yan, 2021. "What is the role of telecommunications infrastructure construction in green technology innovation? A firm-level analysis for China," Energy Economics, Elsevier, vol. 103(C).
    10. Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
    11. Lu, Fengzhi & Li, Zhongwu & Zhang, Shuai, 2023. "Does digital finance development affect carbon emission intensity: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1272-1286.
    12. Li, Jiayi & Ye, Shujun & Zhang, Yujin, 2023. "How digital finance promotes technological innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PA).
    13. Yu, Lili & Zhao, Duanyang & Xue, Zihao & Gao, Yang, 2020. "Research on the use of digital finance and the adoption of green control techniques by family farms in China," Technology in Society, Elsevier, vol. 62(C).
    14. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    15. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    16. Feng Han & Rui Xie & Mingyong Lai, 2018. "Traffic density, congestion externalities, and urbanization in China," Spatial Economic Analysis, Taylor & Francis Journals, vol. 13(4), pages 400-421, October.
    17. Bai, Rui & Lin, Boqiang, 2024. "Green finance and green innovation: Theoretical analysis based on game theory and empirical evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 760-774.
    18. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
    19. 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.
    20. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    21. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    22. Lin, Aijie & Peng, Yulei & Wu, Xi, 2022. "Digital finance and investment of micro and small enterprises: Evidence from China," China Economic Review, Elsevier, vol. 75(C).
    23. PU, Zhengning & FEI, Jinhua, 2022. "The impact of digital finance on residential carbon emissions: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 515-527.
    24. Sun, Yanan & You, Xiaotong, 2023. "Do digital inclusive finance, innovation, and entrepreneurship activities stimulate vitality of the urban economy? Empirical evidence from the Yangtze River Delta, China," Technology in Society, Elsevier, vol. 72(C).
    25. Li, Zhenghui & Huang, Zimei & Su, Yaya, 2023. "New media environment, environmental regulation and corporate green technology innovation:Evidence from China," Energy Economics, Elsevier, vol. 119(C).
    26. Feng, Suling & Zhang, Rong & Li, Guoxiang, 2022. "Environmental decentralization, digital finance and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 70-83.
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    Cited by:

    1. Wei Jiang & Nana Jiang, 2025. "From sustainable development towards resilience: Does digital finance matter in enhancing ecological resilience?," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(2), pages 2535-2552, April.

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    More about this item

    Keywords

    Digital finance; Green technology innovation; Dynamic spatial durbin model; Space spillover; Solow growth model;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • P34 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Finance
    • F36 - International Economics - - International Finance - - - Financial Aspects of Economic Integration

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