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Micro-mechanisms of digitalization-driven financing for renewable energy: Growing capital pools and shifting flows

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  • Wang, Siquan
  • Du, Anna Min
  • Lin, Boqiang

Abstract

Recent facts from China suggest that the advancement of digitalization is altering the market expectations regarding renewable energy. Limited studies have offered evidence encompassing the stock effect of digitalization that enhanced corporate financing and the flow effect that initiated speculative behavior. However, a comprehensive discourse remains insufficient. This paper investigates the synergetic effects of digitalization's stock and flow on renewable energy financing, employing the business data of all listed companies in China from 2003 to 2023. The results demonstrate that: (1) Digitalization's stock has expanded the potential fund pool for renewable energy financing, yet it is challenging to influence the flow of funds; digitalization's flow has triggered a flood of funds into the renewable energy industry, but this relies on the new investors attracted by the stock. (2) The synergetic effect governs the systematic influence of digitalization on renewable energy financing and mitigates the measurement bias when considering only a single effect. (3) We further contemplate the indirect effects of renewable energy market expansion, technological progress, and global energy market fluctuations, alleviating concerns regarding the omitted variable bias. The results of the differential regression and generalized method of moments also indicate the robustness of the conclusion.

Suggested Citation

  • Wang, Siquan & Du, Anna Min & Lin, Boqiang, 2025. "Micro-mechanisms of digitalization-driven financing for renewable energy: Growing capital pools and shifting flows," Research in International Business and Finance, Elsevier, vol. 73(PA).
  • Handle: RePEc:eee:riibaf:v:73:y:2025:i:pa:s0275531924004264
    DOI: 10.1016/j.ribaf.2024.102633
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    1. Du, Qunyang & Li, Zhongyuan & Du, Min & Yang, Tianle, 2024. "Government venture capital and innovation performance in alternative energy production: The moderating role of environmental regulation and capital market activity," Energy Economics, Elsevier, vol. 129(C).
    2. Cheng, Xuanmei & Ye, Kaite & Min Du, Anna & Bao, Zhenzhen & Chlomou, Grigoria, 2024. "Dual carbon goals and renewable energy innovations," Research in International Business and Finance, Elsevier, vol. 70(PB).
    3. Xiaomeng Lu & Yali Lai & Yong Zhang, 2023. "Digital financial inclusion and investment diversification: Evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S2), pages 2781-2799, June.
    4. Xu Lei & Tang Shiyun & Deng Yanfei & Yuan Yuan, 2020. "Sustainable operation-oriented investment risk evaluation and optimization for renewable energy project: a case study of wind power in China," Annals of Operations Research, Springer, vol. 290(1), pages 223-241, July.
    5. Dai, Jing & Kesternich, Martin & Löschel, Andreas & Ziegler, Andreas, 2015. "Extreme weather experiences and climate change beliefs in China: An econometric analysis," Ecological Economics, Elsevier, vol. 116(C), pages 310-321.
    6. Ferilli, Greta Benedetta & Palmieri, Egidio & Miani, Stefano & Stefanelli, Valeria, 2024. "The impact of FinTech innovation on digital financial literacy in Europe: Insights from the banking industry," Research in International Business and Finance, Elsevier, vol. 69(C).
    7. Lu, Xiaomeng & Zhang, Xianjun & Guo, Jiaojiao & Yue, Pengpeng, 2024. "Digital finance era: Will individual investors become better players?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    8. 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.
    9. Wang, Bo & Wang, Jianda & Dong, Kangyin & Dong, Xiucheng, 2023. "Is the digital economy conducive to the development of renewable energy in Asia?," Energy Policy, Elsevier, vol. 173(C).
    10. Gallego-Losada, María-Jesús & Montero-Navarro, Antonio & García-Abajo, Elisa & Gallego-Losada, Rocío, 2023. "Digital financial inclusion. Visualizing the academic literature," Research in International Business and Finance, Elsevier, vol. 64(C).
    11. Foster, Edward & Contestabile, Marcello & Blazquez, Jorge & Manzano, Baltasar & Workman, Mark & Shah, Nilay, 2017. "The unstudied barriers to widespread renewable energy deployment: Fossil fuel price responses," Energy Policy, Elsevier, vol. 103(C), pages 258-264.
    12. Lin, Boqiang & Wang, Siquan, 2023. "The performance of specialized and oriented diversified firms: A comparative analysis from the targeted expansion of renewable energy business of listed companies," International Review of Financial Analysis, Elsevier, vol. 89(C).
    13. Mazzucato, Mariana & Semieniuk, Gregor, 2018. "Financing renewable energy: Who is financing what and why it matters," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 8-22.
    14. Taghizadeh-Hesary, Farhad & Dong, Kangyin & Zhao, Congyu & Phoumin, Han, 2023. "Can financial and economic means accelerate renewable energy growth in the climate change era? The case of China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 730-743.
    15. Malin Song & Heting Pan & Michael Vardanyan & Zhiyang Shen, 2023. "Evaluating the energy efficiency-enhancing potential of the digital economy: Evidence from China," Post-Print hal-04277444, HAL.
    16. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    17. Cao, Hong & Guo, Litian & Zhang, Lin, 2020. "Does oil price uncertainty affect renewable energy firms’ investment? Evidence from listed firms in China," Finance Research Letters, Elsevier, vol. 33(C).
    18. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    19. Ren, Boru & Lucey, Brian, 2023. "Herding in the Chinese renewable energy market: Evidence from a bootstrapping time-varying coefficient autoregressive model," Energy Economics, Elsevier, vol. 119(C).
    20. Guo, Junyan & Fang, Hanqing & Liu, Xuexin & Wang, Cizhi & Wang, Yuan, 2023. "FinTech and financing constraints of enterprises: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    21. Rahul Kapoor & Nathan R. Furr, 2015. "Complementarities and competition: Unpacking the drivers of entrants' technology choices in the solar photovoltaic industry," Strategic Management Journal, Wiley Blackwell, vol. 36(3), pages 416-436, March.
    22. Murshed, Muntasir & Ahmed, Rizwan & Khudoykulov, Khurshid & Kumpamool, Chamaiporn & Alrwashdeh, Nusiebeh Nahar Falah & Mahmood, Haider, 2023. "Can enhancing financial inclusivity lower climate risks by inhibiting carbon emissions? Contextual evidence from emerging economies," Research in International Business and Finance, Elsevier, vol. 65(C).
    23. Wei, Weixian & Zhao, Yurong & Wang, Jianlin & Song, Malin, 2019. "The environmental benefits and economic impacts of Fit-in-Tariff in China," Renewable Energy, Elsevier, vol. 133(C), pages 401-410.
    24. Wu, Zhanchi & Fan, Xiangjun & Zhu, Bangzhu & Xia, Jiahui & Zhang, Lin & Wang, Ping, 2022. "Do government subsidies improve innovation investment for new energy firms: A quasi-natural experiment of China's listed companies," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    25. Lin, Boqiang & Li, Minyang, 2024. "Micro Mechanisms Driving China's Clean Energy Flourish: Business Expansion and Financing," International Review of Financial Analysis, Elsevier, vol. 92(C).
    26. Zhang, Yue-Jun & Peng, Hua-Rong & Su, Bin, 2017. "Energy rebound effect in China's Industry: An aggregate and disaggregate analysis," Energy Economics, Elsevier, vol. 61(C), pages 199-208.
    27. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
    28. Hao, Xiaoli & Miao, Erxiang & Sun, Qingyu & Li, Ke & Wen, Shufang & Xue, Yan, 2024. "The impact of digital government on corporate green innovation: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    29. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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