IDEAS home Printed from https://ideas.repec.org/a/spr/fininn/v8y2022i1d10.1186_s40854-022-00362-5.html
   My bibliography  Save this article

Digital finance and renewable energy consumption: evidence from China

Author

Listed:
  • Minli Yu

    (Zhejiang University of Technology
    Changzhou Institute of Technology)

  • Fu-Sheng Tsai

    (North China University of Water Resources and Electric Power
    Cheng Shiu University (CSU)
    CSU
    CSU)

  • Hui Jin

    (Zhejiang Sci-Tech University)

  • Hejie Zhang

    (Zhejiang University of Technology)

Abstract

While digital finance and renewable energy consumption (REC) are two timely issues, it remains unclear whether the former affects the latter, especially in developing economies. This paper examines the impact of digital finance on China’s REC between 2011 and 2018 and explores the underlying mechanisms. Results show that digital finance, along with its coverage breadth and usage depth, significantly improved REC in China and that digital finance in the area of credit has had the most significant impact. Additionally, the results show that loan scale and income level are the main mediation variables, through which digital finance affects REC. The findings also suggest that economic growth and technological progress have increased REC in China, while carbon dioxide emissions have had no meaningful effect on this consumption. The results further indicate that policymakers must pay close attention to the role of digital finance when formulating policies on REC. To promote REC and environmental sustainability, developing economies like China should strengthen the breadth and depth of digital finance development, focus on the influence channels of digital finance, and promote economic growth and technological progress.

Suggested Citation

  • Minli Yu & Fu-Sheng Tsai & Hui Jin & Hejie Zhang, 2022. "Digital finance and renewable energy consumption: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-19, December.
  • Handle: RePEc:spr:fininn:v:8:y:2022:i:1:d:10.1186_s40854-022-00362-5
    DOI: 10.1186/s40854-022-00362-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40854-022-00362-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40854-022-00362-5?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
    ---><---

    References listed on IDEAS

    as
    1. Zhao, Pan & Lu, Zhou & Fang, Jianchun & Paramati, Sudharshan Reddy & Jiang, Kai, 2020. "Determinants of renewable and non-renewable energy demand in China," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 202-209.
    2. Akram, Rabia & Chen, Fuzhong & Khalid, Fahad & Huang, Guanhua & Irfan, Muhammad, 2021. "Heterogeneous effects of energy efficiency and renewable energy on economic growth of BRICS countries: A fixed effect panel quantile regression analysis," Energy, Elsevier, vol. 215(PB).
    3. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    4. Paramati, Sudharshan Reddy & Ummalla, Mallesh & Apergis, Nicholas, 2016. "The effect of foreign direct investment and stock market growth on clean energy use across a panel of emerging market economies," Energy Economics, Elsevier, vol. 56(C), pages 29-41.
    5. Yao, Yao & Ivanovski, Kris & Inekwe, John & Smyth, Russell, 2019. "Human capital and energy consumption: Evidence from OECD countries," Energy Economics, Elsevier, vol. 84(C).
    6. Lahiani, Amine & Mefteh-Wali, Salma & Shahbaz, Muhammad & Vo, Xuan Vinh, 2021. "Does financial development influence renewable energy consumption to achieve carbon neutrality in the USA?," Energy Policy, Elsevier, vol. 158(C).
    7. Cui, Yu & Khan, Sufyan Ullah & Li, Zhixue & Zhao, Minjuan, 2021. "Environmental effect, price subsidy and financial performance: Evidence from Chinese new energy enterprises," Energy Policy, Elsevier, vol. 149(C).
    8. Polzin, Friedemann & Sanders, Mark, 2020. "How to finance the transition to low-carbon energy in Europe?," Energy Policy, Elsevier, vol. 147(C).
    9. Timilsina, Govinda R., 2021. "Are renewable energy technologies cost competitive for electricity generation?," Renewable Energy, Elsevier, vol. 180(C), pages 658-672.
    10. Asongu, Simplice A. & Odhiambo, Nicholas M., 2021. "Inequality, finance and renewable energy consumption in Sub-Saharan Africa," Renewable Energy, Elsevier, vol. 165(P1), pages 678-688.
    11. Song, Quanyun & Li, Jie & Wu, Yu & Yin, Zhichao, 2020. "Accessibility of financial services and household consumption in China: Evidence from micro data," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    12. Xue, Xinhong & Wang, Zhongcheng, 2021. "Impact of finance pressure on energy intensity: Evidence from China’s manufacturing sectors," Energy, Elsevier, vol. 226(C).
    13. Anton, Sorin Gabriel & Afloarei Nucu, Anca Elena, 2020. "The effect of financial development on renewable energy consumption. A panel data approach," Renewable Energy, Elsevier, vol. 147(P1), pages 330-338.
    14. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    15. Zheng, Shuhong & Yang, Juan & Yu, Shiwei, 2021. "How renewable energy technological innovation promotes renewable power generation: Evidence from China's provincial panel data," Renewable Energy, Elsevier, vol. 177(C), pages 1394-1407.
    16. Yu, Bolin & Fang, Debin & Meng, Jingxuan, 2021. "Analysis of the generation efficiency of disaggregated renewable energy and its spatial heterogeneity influencing factors: A case study of China," Energy, Elsevier, vol. 234(C).
    17. 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).
    18. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    19. Hamit-Haggar, Mahamat, 2016. "Clean energy-growth nexus in sub-Saharan Africa: Evidence from cross-sectionally dependent heterogeneous panel with structural breaks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 1237-1244.
    20. Huang, Hongyun & Wang, Fengrong & Song, Malin & Balezentis, Tomas & Streimikiene, Dalia, 2021. "Green innovations for sustainable development of China: Analysis based on the nested spatial panel models," Technology in Society, Elsevier, vol. 65(C).
    21. Yildiz, Özgür, 2014. "Financing renewable energy infrastructures via financial citizen participation – The case of Germany," Renewable Energy, Elsevier, vol. 68(C), pages 677-685.
    22. Li, Menghan & Hamawandy, Nawzad Majeed & Wahid, Fazle & Rjoub, Husam & Bao, Zongke, 2021. "Renewable energy resources investment and green finance: Evidence from China," Resources Policy, Elsevier, vol. 74(C).
    23. Min Xu & Xingtong Chen & Gang Kou, 2019. "A systematic review of blockchain," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-14, December.
    24. Cai, Yifei & Menegaki, Angeliki N., 2019. "Fourier quantile unit root test for the integrational properties of clean energy consumption in emerging economies," Energy Economics, Elsevier, vol. 78(C), pages 324-334.
    25. Nguyen, Kim Hanh & Kakinaka, Makoto, 2019. "Renewable energy consumption, carbon emissions, and development stages: Some evidence from panel cointegration analysis," Renewable Energy, Elsevier, vol. 132(C), pages 1049-1057.
    26. Aziz, Abdul & Naima, Umma, 2021. "Rethinking digital financial inclusion: Evidence from Bangladesh," Technology in Society, Elsevier, vol. 64(C).
    27. Kun Chen & Xin Li & Peng Luo & J. Leon Zhao, 2021. "News-Induced Dynamic Networks for Market Signaling: Understanding the Impact of News on Firm Equity Value," Information Systems Research, INFORMS, vol. 32(2), pages 356-377, June.
    28. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    29. Qamruzzaman, Md & Jianguo, Wei, 2020. "The asymmetric relationship between financial development, trade openness, foreign capital flows, and renewable energy consumption: Fresh evidence from panel NARDL investigation," Renewable Energy, Elsevier, vol. 159(C), pages 827-842.
    30. Dong, Jichang & Yin, Lijun & Liu, Xiaoting & Hu, Meiting & Li, Xiuting & Liu, Lei, 2020. "Impact of internet finance on the performance of commercial banks in China," International Review of Financial Analysis, Elsevier, vol. 72(C).
    31. Huang, Jiashun & Li, Weiping & Guo, Lijia & Hu, Xi & Hall, Jim W., 2020. "Renewable energy and household economy in rural China," Renewable Energy, Elsevier, vol. 155(C), pages 669-676.
    32. Mahamat Hamit-Haggar, 2016. "Clean energy-growth nexus in sub-Saharan Africa: Evidence from cross-sectionally dependent heterogeneous panel with structural breaks," Post-Print halshs-01370190, HAL.
    33. Cheng, Yuanyuan & Yao, Xin, 2021. "Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    34. Meoli, Michele & Vismara, Silvio, 2021. "Information manipulation in equity crowdfunding markets," Journal of Corporate Finance, Elsevier, vol. 67(C).
    35. 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.
    36. Zhang, Sufang, 2016. "Innovative business models and financing mechanisms for distributed solar PV (DSPV) deployment in China," Energy Policy, Elsevier, vol. 95(C), pages 458-467.
    37. Shuai, Jing & Cheng, Xin & Ding, Liping & Yang, Jun & Leng, Zhihui, 2019. "How should government and users share the investment costs and benefits of a solar PV power generation project in China?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 104(C), pages 86-94.
    38. Assi, Ala Fathi & Zhakanova Isiksal, Aliya & Tursoy, Turgut, 2021. "Renewable energy consumption, financial development, environmental pollution, and innovations in the ASEAN + 3 group: Evidence from (P-ARDL) model," Renewable Energy, Elsevier, vol. 165(P1), pages 689-700.
    39. Elie, Luc & Granier, Caroline & Rigot, Sandra, 2021. "The different types of renewable energy finance: A Bibliometric analysis," Energy Economics, Elsevier, vol. 93(C).
    40. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    41. J. Leon Zhao & Shaokun Fan & Jiaqi Yan, 2016. "Overview of business innovations and research opportunities in blockchain and introduction to the special issue," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-7, December.
    42. Guo, Yaoqi & Yu, Chenxi & Zhang, Hongwei & Cheng, Hui, 2021. "Asymmetric between oil prices and renewable energy consumption in the G7 countries," Energy, Elsevier, vol. 226(C).
    43. Liu, Wenling & Wang, Can & Mol, Arthur P.J., 2013. "Rural public acceptance of renewable energy deployment: The case of Shandong in China," Applied Energy, Elsevier, vol. 102(C), pages 1187-1196.
    44. 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.
    45. Best, Rohan, 2017. "Switching towards coal or renewable energy? The effects of financial capital on energy transitions," Energy Economics, Elsevier, vol. 63(C), pages 75-83.
    46. Wolsink, Maarten, 2020. "Distributed energy systems as common goods: Socio-political acceptance of renewables in intelligent microgrids," Renewable and Sustainable Energy Reviews, Elsevier, vol. 127(C).
    47. Hashemizadeh, Ali & Bui, Quocviet & Kongbuamai, Nattapan, 2021. "Unpacking the role of public debt in renewable energy consumption: New insights from the emerging countries," Energy, Elsevier, vol. 224(C).
    48. Aziz, Abdul & Naima, Umma, 2021. "Rethinking Digital Financial Inclusion: Evidence from Bangladesh," SocArXiv 7sr5c, Center for Open Science.
    49. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    50. Bai, Caiquan & Yan, Hong & Yin, Shanggang & Feng, Chen & Wei, Qian, 2021. "Exploring the development trend of internet finance in China: Perspective from club convergence," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    51. Jing, Shuai & Zhihui, Leng & Jinhua, Cheng & Zhiyao, Shi, 2020. "China’s renewable energy trade potential in the "Belt-and-Road" countries: A gravity model analysis," Renewable Energy, Elsevier, vol. 161(C), pages 1025-1035.
    52. Shahbaz, Muhammad & Topcu, Betül Altay & Sarıgül, Sevgi Sümerli & Vo, Xuan Vinh, 2021. "The effect of financial development on renewable energy demand: The case of developing countries," Renewable Energy, Elsevier, vol. 178(C), pages 1370-1380.
    53. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    54. Chica-Olmo, Jorge & Sari-Hassoun, Salaheddine & Moya-Fernández, Pablo, 2020. "Spatial relationship between economic growth and renewable energy consumption in 26 European countries," Energy Economics, Elsevier, vol. 92(C).
    55. Yue Ma & De Liu, 2017. "Introduction to the special issue on Crowdfunding and FinTech," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-4, December.
    56. Kara, Alper & Zhou, Haoyong & Zhou, Yifan, 2021. "Achieving the United Nations' sustainable development goals through financial inclusion: A systematic literature review of access to finance across the globe," International Review of Financial Analysis, Elsevier, vol. 77(C).
    57. Sharma, Gagan Deep & Tiwari, Aviral Kumar & Erkut, Burak & Mundi, Hardeep Singh, 2021. "Exploring the nexus between non-renewable and renewable energy consumptions and economic development: Evidence from panel estimations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    58. Fan, Weiyang & Hao, Yu, 2020. "An empirical research on the relationship amongst renewable energy consumption, economic growth and foreign direct investment in China," Renewable Energy, Elsevier, vol. 146(C), pages 598-609.
    59. Anna Creti & Duc Khuong Nguyen, 2018. "Energy and environment: Transition models and new policy challenges in the post Paris Agreement," Post-Print hal-02304365, HAL.
    60. Khribich, Abir & Kacem, Rami H. & Dakhlaoui, Ahlem, 2021. "Causality nexus of renewable energy consumption and social development: Evidence from high-income countries," Renewable Energy, Elsevier, vol. 169(C), pages 14-22.
    61. Yang, Ying & Campana, Pietro Elia & Yan, Jinyue, 2020. "Potential of unsubsidized distributed solar PV to replace coal-fired power plants, and profits classification in Chinese cities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 131(C).
    62. Akintande, Olalekan J. & Olubusoye, Olusanya E. & Adenikinju, Adeola F. & Olanrewaju, Busayo T., 2020. "Modeling the determinants of renewable energy consumption: Evidence from the five most populous nations in Africa," Energy, Elsevier, vol. 206(C).
    63. Olanrewaju, Busayo T. & Olubusoye, Olusanya E. & Adenikinju, Adeola & Akintande, Olalekan J., 2019. "A panel data analysis of renewable energy consumption in Africa," Renewable Energy, Elsevier, vol. 140(C), pages 668-679.
    64. Kim, Jeayoon & Park, Kwangwoo, 2016. "Financial development and deployment of renewable energy technologies," Energy Economics, Elsevier, vol. 59(C), pages 238-250.
    65. Tsao, Yu-Chung & Vu, Thuy-Linh & Lu, Jye-Chyi, 2021. "Pricing, capacity and financing policies for investment of renewable energy generations," Applied Energy, Elsevier, vol. 303(C).
    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. Qianyi Li & Md Qamruzzaman, 2023. "Innovation-Led Environmental Sustainability in Vietnam—Towards a Green Future," Sustainability, MDPI, vol. 15(16), pages 1-34, August.
    2. Fang, Shuya & Fang, Wei, 2023. "How fiscal decentralization and trade diversification influence sustainable development: Moderating role of resources dependency," Resources Policy, Elsevier, vol. 84(C).
    3. Zhou, Jun & Yin, Zhichao & Yue, Pengpeng, 2023. "The impact of access to credit on energy efficiency," Finance Research Letters, Elsevier, vol. 51(C).
    4. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi, 2022. "Digital financial inclusion and carbon neutrality: Evidence from non-linear analysis," Resources Policy, Elsevier, vol. 79(C).
    5. Jun Zhou & Zhichao Yin & Pengpeng Yue, 2022. "The impact of access to credit on energy efficiency," Papers 2211.08871, arXiv.org.
    6. Mao Wu & Jiayi Guo & Hongzhi Tian & Yuanyuan Hong, 2022. "Can Digital Finance Promote Peak Carbon Dioxide Emissions? Evidence from China," IJERPH, MDPI, vol. 19(21), pages 1-21, November.
    7. Qin, Xiaodi & Wu, Haitao & Li, Rongrong, 2022. "Digital finance and household carbon emissions in China," China Economic Review, Elsevier, vol. 76(C).
    8. Wang, Quan-Jing & Tang, Kai & Hu, Hai-Qing, 2022. "The impact of digital finance on green innovation: Evidence from provinces in China," Innovation and Green Development, Elsevier, vol. 1(1).
    9. Cong, Yufei & Ren, Chunhong, 2023. "Does Natural resource dependency impede sustainable development? Exploring the non-linear consequence of economic complexity," Resources Policy, Elsevier, vol. 85(PB).
    10. Hu, Debao & Zhai, Chenzhe & Zhao, Sibo, 2023. "Does digital finance promote household consumption upgrading? An analysis based on data from the China family panel studies," Economic Modelling, Elsevier, vol. 125(C).
    11. Sun, Yanlei & Wang, Siyao & Xing, Zhanlei, 2023. "Do international trade diversification, intellectual capital, and renewable energy transition ensure effective natural resources management in BRICST region," Resources Policy, Elsevier, vol. 81(C).
    12. Rulong Zhuang & Kena Mi & Menglu Zhi & Chaoyang Zhang, 2022. "Digital Finance and Green Development: Characteristics, Mechanisms, and Empirical Evidences," IJERPH, MDPI, vol. 19(24), pages 1-21, December.
    13. Sheng Xu & Liang Liang, 2023. "Has Digital Finance Made Marine Energy Carbon Emission More Efficient in Coastal Areas of China?," Sustainability, MDPI, vol. 15(3), pages 1-19, January.
    14. Huang, Chenchen & Lin, Boqiang, 2023. "Promoting decarbonization in the power sector: How important is digital transformation?," Energy Policy, Elsevier, vol. 182(C).
    15. Wang, Yuyan & Wu, Qinghua & Razi, Ummara, 2023. "Drivers and mitigants of resources consumption in China: Discovering the role of digital finance and environmental regulations," Resources Policy, Elsevier, vol. 80(C).
    16. Geng Tian, 2022. "Influence of Digital Finance on Household Leverage Ratio from the Perspective of Consumption Effect and Income Effect," Sustainability, MDPI, vol. 14(23), pages 1-11, December.
    17. Nusrat Farzana & Md Qamruzzaman & Yeasmin Islam & Piana Monsur Mindia, 2023. "Nexus between Personal Remittances, Financial Deepening, Urbanization, and Renewable Energy Consumption in Selected Southeast Asian Countries: Evidence from Linear and Nonlinear Assessment," International Journal of Energy Economics and Policy, Econjournals, vol. 13(6), pages 270-287, November.
    18. Qianqian Li & Qilin Liu, 2023. "Impact of Digital Financial Inclusion on Residents’ Income and Income Structure," Sustainability, MDPI, vol. 15(3), pages 1-20, January.

    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. Ghazouani, Tarek, 2022. "Dynamic impact of globalization on renewable energy consumption: Non-parametric modelling evidence," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    2. Ibrahiem, Dalia M. & Hanafy, Shaimaa A., 2021. "Do energy security and environmental quality contribute to renewable energy? The role of trade openness and energy use in North African countries," Renewable Energy, Elsevier, vol. 179(C), pages 667-678.
    3. Ulaş Ünlü & Furkan Yıldırım & Ayhan Kuloğlu & Ersan Ersoy & Emin Hüseyin Çetenak, 2022. "Nexus between Renewable Energy, Credit Gap Risk, Financial Development and R&D Expenditure: Panel ARDL Approach," Sustainability, MDPI, vol. 14(23), pages 1-19, December.
    4. Qin, Yong & Xu, Zeshui & Wang, Xinxin & Škare, Marinko, 2023. "The effects of financial institutions on the green energy transition: A cross-sectional panel study," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 524-542.
    5. Trinh, Hai Hong & Sharma, Gagan Deep & Tiwari, Aviral Kumar & Vo, Diem Thi Hong, 2022. "Examining the heterogeneity of financial development in the energy-environment nexus in the era of climate change: Novel evidence around the world," Energy Economics, Elsevier, vol. 116(C).
    6. Somoye, Oluwatoyin Abidemi & Ozdeser, Huseyin & Seraj, Mehdi, 2022. "Modeling the determinants of renewable energy consumption in Nigeria: Evidence from Autoregressive Distributed Lagged in error correction approach," Renewable Energy, Elsevier, vol. 190(C), pages 606-616.
    7. 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).
    8. Tan, Yan & Uprasen, Utai, 2022. "The effect of foreign direct investment on renewable energy consumption subject to the moderating effect of environmental regulation: Evidence from the BRICS countries," Renewable Energy, Elsevier, vol. 201(P2), pages 135-149.
    9. Xinxin Wang & Zeshui Xu & Yong Qin & Marinko Skare, 2023. "The global impact of financial development on renewable energy in a panel structural vector autoregression analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1364-1383, June.
    10. Khezri, Mohsen & Heshmati, Almas & Khodaei, Mehdi, 2021. "The role of R&D in the effectiveness of renewable energy determinants: A spatial econometric analysis," Energy Economics, Elsevier, vol. 99(C).
    11. Huang, Hongyun & Mbanyele, William & Fan, Shuangshuang & Zhao, Xin, 2022. "Digital financial inclusion and energy-environment performance: What can learn from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 342-366.
    12. 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).
    13. Appiah-Otoo, Isaac & Chen, Xudong & Ampah, Jeffrey Dankwa, 2023. "Does financial structure affect renewable energy consumption? Evidence from G20 countries," Energy, Elsevier, vol. 272(C).
    14. Croutzet, Alexandre & Dabbous, Amal, 2021. "Do FinTech trigger renewable energy use? Evidence from OECD countries," Renewable Energy, Elsevier, vol. 179(C), pages 1608-1617.
    15. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
    16. Baozhen Chen & Jinzheng Ren, 2022. "Does the Adoption of Digital Payment Improve the Financial Availability of Farmer Households? Evidence from China," Agriculture, MDPI, vol. 12(9), pages 1-20, September.
    17. Yongliang Zhang & Md. Qamruzzaman & Salma Karim & Ishrat Jahan, 2021. "Nexus between Economic Policy Uncertainty and Renewable Energy Consumption in BRIC Nations: The Mediating Role of Foreign Direct Investment and Financial Development," Energies, MDPI, vol. 14(15), pages 1-29, August.
    18. Yi, Sun & Raghutla, Chandrashekar & Chittedi, Krishna Reddy & Fareed, Zeeshan, 2023. "How economic policy uncertainty and financial development contribute to renewable energy consumption? The importance of economic globalization," Renewable Energy, Elsevier, vol. 202(C), pages 1357-1367.
    19. Xiuxiu Jiang & Xia Wang & Jia Ren & Zhimin Xie, 2021. "The Nexus between Digital Finance and Economic Development: Evidence from China," Sustainability, MDPI, vol. 13(13), pages 1-17, June.
    20. Li, Wei & Cao, Ning & Xiang, Zejia, 2023. "Drivers of renewable energy transition: The role of ICT, human development, financialization, and R&D investment in China," Renewable Energy, Elsevier, vol. 206(C), pages 441-450.

    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:spr:fininn:v:8:y:2022:i:1:d:10.1186_s40854-022-00362-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.