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Driving green innovation: The impact of digital finance on China's transition to clean energy

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  • Zheng, Huanyu
  • Li, Dian
  • Cai, Jinyang

Abstract

As an avant-garde financial model, digital finance stands as a key contributor to the advancement of clean energy. This paper employs econometric methods to scrutinize the influence of digital finance on China's clean energy transition spanning the years 2011–2020. The findings underscore that digital finance plays a pivotal role in fostering the clean energy transition. Moreover, the industrial structure, transportation infrastructure, and R&D intensity positively moderate this relationship. Additionally, the impact of digital finance on clean energy transition exhibits nonlinearity, while fixed asset investment demonstrates a single threshold effect on clean energy transition. Furthermore, heterogeneity analysis unveils significant variation in the impact of digital finance on clean energy transition, with a more pronounced promotion effect observed in low-urbanization areas. This study provides robust evidence supporting the promotion of China's clean energy transition.

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  • Zheng, Huanyu & Li, Dian & Cai, Jinyang, 2025. "Driving green innovation: The impact of digital finance on China's transition to clean energy," Energy, Elsevier, vol. 318(C).
    • Handle: RePEc:eee:energy:v:318:y:2025:i:c:s0360544225004025
    DOI: 10.1016/j.energy.2025.134760
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    1. Xiong, Su & Luo, Rong, 2023. "Investigating the relationship between digital trade, natural resources, energy transition, and green productivity: Moderating role of R&D investment," Resources Policy, Elsevier, vol. 86(PB).
    2. Cai, Jinyang & Zheng, Huanyu & Vardanyan, Michael & Shen, Zhiyang, 2023. "Achieving carbon neutrality through green technological progress: evidence from China," Energy Policy, Elsevier, vol. 173(C).
    3. Lund, Henrik & Skov, Iva Ridjan & Thellufsen, Jakob Zinck & Sorknæs, Peter & Korberg, Andrei David & Chang, Miguel & Mathiesen, Brian Vad & Kany, Mikkel Strunge, 2022. "The role of sustainable bioenergy in a fully decarbonised society," Renewable Energy, Elsevier, vol. 196(C), pages 195-203.
    4. Liu, Xiaoyu & Zhao, Ti & Li, Ran, 2023. "Studying the green economic growth with clean energy and green finance: The role of financial policy," Renewable Energy, Elsevier, vol. 215(C).
    5. Safi, Adnan & Kchouri, Bilal & Elgammal, Walid & Nicolas, Melhim Khoury & Umar, Muhammad, 2024. "Bridging the green gap: Do green finance and digital transformation influence sustainable development?," Energy Economics, Elsevier, vol. 134(C).
    6. Wang, Ying & Wang, Yong & Shahbaz, Muhammad, 2023. "How does digital economy affect energy poverty? Analysis from the global perspective," Energy, Elsevier, vol. 282(C).
    7. Sohail, Muhammad Tayyab & Din, Norashidah Md, 2024. "How do digital inclusion and energy security risks affect mineral resources trade? Evidence from world-leading mineral trading countries," Resources Policy, Elsevier, vol. 89(C).
    8. Olabi, A.G. & Abdelkareem, Mohammad Ali, 2022. "Renewable energy and climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 158(C).
    9. Cheng, Hua & Taghizadeh-Hesary, Farhad, 2023. "How green finance can bridge the energy poverty gap: Policies to mitigate socioeconomic and environmental consequences," Energy Policy, Elsevier, vol. 182(C).
    10. Restrepo, Natalia & Uribe, Jorge M., 2023. "Cash flow investment, external funding and the energy transition: Evidence from large US energy firms," Energy Policy, Elsevier, vol. 181(C).
    11. Tien Ming Lee & Ezra M. Markowitz & Peter D. Howe & Chia-Ying Ko & Anthony A. Leiserowitz, 2015. "Predictors of public climate change awareness and risk perception around the world," Nature Climate Change, Nature, vol. 5(11), pages 1014-1020, November.
    12. Razzaq, Asif & Yang, Xiaodong, 2023. "Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    13. Liu, Wei & Shen, Yedan & Razzaq, Asim, 2023. "How renewable energy investment, environmental regulations, and financial development derive renewable energy transition: Evidence from G7 countries," Renewable Energy, Elsevier, vol. 206(C), pages 1188-1197.
    14. 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.
    15. Zhang, Dayong & Cao, Hong & Zou, Peijiang, 2016. "Exuberance in China's renewable energy investment: Rationality, capital structure and implications with firm level evidence," Energy Policy, Elsevier, vol. 95(C), pages 468-478.
    16. Song, Malin & Zheng, Huanyu & Shen, Zhiyang & Chen, Boyang, 2023. "How financial technology affects energy transformation in China," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    17. Huo, Da & Zhang, Xiaotao & Meng, Shuang & Wu, Gang & Li, Junhang & Di, Ruoqi, 2022. "Green finance and energy efficiency: Dynamic study of the spatial externality of institutional support in a digital economy by using hidden Markov chain," Energy Economics, Elsevier, vol. 116(C).
    18. Yu, Huaying & Wei, Wei & Li, Jinhe & Li, Ying, 2022. "The impact of green digital finance on energy resources and climate change mitigation in carbon neutrality: Case of 60 economies," Resources Policy, Elsevier, vol. 79(C).
    19. Lu, Ling & Liu, Peng & Yu, Jian & Shi, Xunpeng, 2023. "Digital inclusive finance and energy transition towards carbon neutrality: Evidence from Chinese firms," Energy Economics, Elsevier, vol. 127(PB).
    20. Ning, Jiajun & Xiong, Lixin, 2024. "Analysis of the dynamic evolution process of the digital transformation of renewable energy enterprises based on the cooperative and evolutionary game model," Energy, Elsevier, vol. 288(C).
    21. Du, Juntao & Shen, Zhiyang & Song, Malin & Vardanyan, Michael, 2023. "The role of green financing in facilitating renewable energy transition in China: Perspectives from energy governance, environmental regulation, and market reforms," Energy Economics, Elsevier, vol. 120(C).
    22. Zhu, Lin & Luo, Jian & Dong, Qingli & Zhao, Yang & Wang, Yunyue & Wang, Yong, 2021. "Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    23. 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.
    24. Bai, Hengrui & Wu, Yiming & Wang, Ruiqian, 2023. "Does digital financial inclusion lead to regional differences in trade credit financing?: A quasi-natural experiment," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1475-1489.
    25. Lin, Boqiang & Chen, Yu, 2020. "Transportation infrastructure and efficient energy services: A perspective of China's manufacturing industry," Energy Economics, Elsevier, vol. 89(C).
    26. Lee, Chien-Chiang & Wang, Chih-Wei & Liu, Fengyun, 2024. "Does green credit promote the performance of new energy companies and how? The role of R&D investment and financial development," Renewable Energy, Elsevier, vol. 235(C).
    27. Wang, Xiong & Hong, Keyi & Ren, Xiaohang & Taghizadeh-Hesary, Farhad, 2024. "Can green finance act as a catalyst to renewable energy deployment? Evidence from China using a spatial econometric approach," Energy, Elsevier, vol. 311(C).
    28. Usama Awan & Robert Sroufe & Muhammad Shahbaz, 2021. "Industry 4.0 and the circular economy: A literature review and recommendations for future research," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 2038-2060, May.
    29. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    30. Xiong Wang & Yazhi Zhu & Xiaohang Ren & Giray Gozgor, 2023. "The impact of digital inclusive finance on the spatial convergence of the green total factor productivity in the Chinese cities," Applied Economics, Taylor & Francis Journals, vol. 55(42), pages 4871-4889, September.
    31. Gao, Da & Li, Ge & Yu, Jiyu, 2022. "Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities," Energy, Elsevier, vol. 247(C).
    32. Wang, Juan & Zhang, Sulan & Zhang, Qingjun, 2021. "The relationship of renewable energy consumption to financial development and economic growth in China," Renewable Energy, Elsevier, vol. 170(C), pages 897-904.
    33. Alharbi, Samar S. & Al Mamun, Md & Boubaker, Sabri & Rizvi, Syed Kumail Abbas, 2023. "Green finance and renewable energy: A worldwide evidence," Energy Economics, Elsevier, vol. 118(C).
    34. Achour, Houda & Belloumi, Mounir, 2016. "Investigating the causal relationship between transport infrastructure, transport energy consumption and economic growth in Tunisia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 988-998.
    35. Wüstenhagen, Rolf & Menichetti, Emanuela, 2012. "Strategic choices for renewable energy investment: Conceptual framework and opportunities for further research," Energy Policy, Elsevier, vol. 40(C), pages 1-10.
    36. 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).
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