IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v80y2023icp1273-1291.html
   My bibliography  Save this article

Is Fintech good for green finance? Empirical evidence from listed banks in China

Author

Listed:
  • Wan, Siyu
  • Lee, Yoong Hon
  • Sarma, Vengadeshvaran J.

Abstract

Green finance has been regarded as an important strategy for the Chinese government to develop a green economy. Few studies have investigated the relationship of bank-level Fintech development in promoting the growth of green finance. To address this research gap, we have developed a bank-level Fintech index based on text mining and entropy methods using panel data from 59 Chinese listed banks from 2011 to 2020. We find that Fintech development can significantly promote the growth of green finance. In addition, the effect of Fintech development on banks with high net income or located in the eastern region is significantly larger than others, indicating that this influence has significant heterogeneity. Finally, we find that Fintech facilitates the growth of green finance by improving banks’ risk management capability and operations capability.

Suggested Citation

  • Wan, Siyu & Lee, Yoong Hon & Sarma, Vengadeshvaran J., 2023. "Is Fintech good for green finance? Empirical evidence from listed banks in China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1273-1291.
  • Handle: RePEc:eee:ecanpo:v:80:y:2023:i:c:p:1273-1291
    DOI: 10.1016/j.eap.2023.10.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592623002667
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2023.10.019?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Le, TN-Lan & Abakah, Emmanuel Joel Aikins & Tiwari, Aviral Kumar, 2021. "Time and frequency domain connectedness and spill-over among fintech, green bonds and cryptocurrencies in the age of the fourth industrial revolution," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Ding, Na & Gu, Leilei & Peng, Yuchao, 2022. "Fintech, financial constraints and innovation: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 73(C).
    3. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    4. Li, Jianping & Li, Jingyu & Zhu, Xiaoqian & Yao, Yinhong & Casu, Barbara, 2020. "Risk spillovers between FinTech and traditional financial institutions: Evidence from the U.S," International Review of Financial Analysis, Elsevier, vol. 71(C).
    5. Yuan, Gecheng & Ye, Qin & Sun, Yongping, 2021. "Financial innovation, information screening and industries’ green innovation — Industry-level evidence from the OECD," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    6. Goodell, John W. & Corbet, Shaen & Yadav, Miklesh Prasad & Kumar, Satish & Sharma, Sudhi & Malik, Kunjana, 2022. "Time and frequency connectedness of green equity indices: Uncovering a socially important link to Bitcoin," International Review of Financial Analysis, Elsevier, vol. 84(C).
    7. Tetyana Balyuk, 2023. "FinTech Lending and Bank Credit Access for Consumers," Management Science, INFORMS, vol. 69(1), pages 555-575, January.
    8. Zhou, Guangyou & Zhu, Jieyu & Luo, Sumei, 2022. "The impact of fintech innovation on green growth in China: Mediating effect of green finance," Ecological Economics, Elsevier, vol. 193(C).
    9. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    10. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    11. Wang, Xinyue & Cao, Yuqiang & Feng, Zhuoan & Lu, Meiting & Shan, Yaowen, 2023. "Local FinTech development and stock price crash risk," Finance Research Letters, Elsevier, vol. 53(C).
    12. Cummings, James R. & Durrani, Kassim J., 2016. "Effect of the Basel Accord capital requirements on the loan-loss provisioning practices of Australian banks," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 23-36.
    13. Dikau, Simon & Volz, Ulrich, 2021. "Central bank mandates, sustainability objectives and the promotion of green finance," Ecological Economics, Elsevier, vol. 184(C).
    14. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    15. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    16. Ning, Lutao & Guo, Rui & Chen, Kaihua, 2023. "Does FDI bring knowledge externalities for host country firms to develop complex technologies? The catalytic role of overseas returnee clustering structures," Research Policy, Elsevier, vol. 52(6).
    17. Douglas W. Diamond & Raghuram G. Rajan, 2012. "Illiquid Banks, Financial Stability, and Interest Rate Policy," Journal of Political Economy, University of Chicago Press, vol. 120(3), pages 552-591.
    18. Lars Hornuf & Milan F. Klus & Todor S. Lohwasser & Armin Schwienbacher, 2021. "How do banks interact with fintech startups?," Small Business Economics, Springer, vol. 57(3), pages 1505-1526, October.
    19. Cubillas, Elena & González, Francisco, 2014. "Financial liberalization and bank risk-taking: International evidence," Journal of Financial Stability, Elsevier, vol. 11(C), pages 32-48.
    20. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    21. Liurui Deng & Yongbin Lv & Ye Liu & Yiwen Zhao, 2021. "Impact of Fintech on Bank Risk-Taking: Evidence from China," Risks, MDPI, vol. 9(5), pages 1-27, May.
    22. Wang, Rong & Tan, Junlan, 2021. "Exploring the coupling and forecasting of financial development, technological innovation, and economic growth," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    23. 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).
    24. Edward H. Kennedy & Scott Lorch & Dylan S. Small, 2019. "Robust causal inference with continuous instruments using the local instrumental variable curve," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 81(1), pages 121-143, February.
    25. Erel, Isil & Liebersohn, Jack, 2022. "Can FinTech reduce disparities in access to finance? Evidence from the Paycheck Protection Program," Journal of Financial Economics, Elsevier, vol. 146(1), pages 90-118.
    26. Lai, Xiaobing & Yue, Shujing & Guo, Chong & Zhang, Xinhe, 2023. "Does FinTech reduce corporate excess leverage? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 281-299.
    27. Wang, Haijun & Mao, Kunyuan & Wu, Wanting & Luo, Haohan, 2023. "Fintech inputs, non-performing loans risk reduction and bank performance improvement," International Review of Financial Analysis, Elsevier, vol. 90(C).
    28. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2021. "Does fintech innovation improve bank efficiency? Evidence from China’s banking industry," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 468-483.
    29. Chuan Shao & Jia Wei & Chuanzhe Liu, 2021. "Empirical Analysis of the Influence of Green Credit on the Industrial Structure: A Case Study of China," Sustainability, MDPI, vol. 13(11), pages 1-15, May.
    30. Désiré Kanga & Christine Oughton & Laurence Harris & Victor Murinde, 2022. "The diffusion of fintech, financial inclusion and income per capita," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 108-136, January.
    31. Sanjiv R. Das, 2019. "The future of fintech," Financial Management, Financial Management Association International, vol. 48(4), pages 981-1007, December.
    32. Wang, Yang & Xiuping, Sui & Zhang, Qi, 2021. "Can fintech improve the efficiency of commercial banks? —An analysis based on big data," Research in International Business and Finance, Elsevier, vol. 55(C).
    33. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    34. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
    35. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    36. Rui Wang & Jiangtao Liu & Hang(Robin) Luo, 2021. "Fintech development and bank risk taking in China," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 397-418, March.
    37. Karim, Sitara & Naz, Farah & Naeem, Muhammad Abubakr & Vigne, Samuel A., 2022. "Is FinTech providing effective solutions to Small and Medium Enterprises (SMEs) in ASEAN countries?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 335-344.
    38. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "The way to induce private participation in green finance and investment," Finance Research Letters, Elsevier, vol. 31(C), pages 98-103.
    39. Naeem, Muhammad Abubakr & Karim, Sitara & Uddin, Gazi Salah & Junttila, Juha, 2022. "Small fish in big ponds: Connections of green finance assets to commodity and sectoral stock markets," International Review of Financial Analysis, Elsevier, vol. 83(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. Wang, Zongrun & Cao, Xuxin & Ren, Xiaohang & Taghizadeh-Hesary, Farhad, 2024. "Can digital transformation affect coal utilization efficiency in China? Evidence from spatial econometric analyses," Resources Policy, Elsevier, vol. 91(C).

    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. Choudhary, Priya & Thenmozhi, M., 2024. "Fintech and financial sector: ADO analysis and future research agenda," International Review of Financial Analysis, Elsevier, vol. 93(C).
    2. Tang, Mengxuan & Hu, Yang & Corbet, Shaen & Hou, Yang (Greg) & Oxley, Les, 2024. "Fintech, bank diversification and liquidity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 67(PA).
    3. Guo, Pin & Zhang, Cheng, 2023. "The impact of bank FinTech on liquidity creation: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    4. Pandey, Dharen Kumar & Hassan, M.Kabir & Kumari, Vineeta & Zaied, Younes Ben & Rai, Varun Kumar, 2024. "Mapping the landscape of FinTech in banking and finance: A bibliometric review," Research in International Business and Finance, Elsevier, vol. 67(PA).
    5. Lei Xu & Qian Liu & Bin Li & Chen Ma, 2022. "Fintech business and firm access to bank loans," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(4), pages 4381-4421, December.
    6. Chen, Xiaojie & He, Guangwen & Li, Qian, 2024. "Can Fintech development improve the financial inclusion of village and township banks? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    7. Cuadros-Solas, Pedro J. & Cubillas, Elena & Salvador, Carlos & Suárez, Nuria, 2024. "Digital disruptors at the gate. Does FinTech lending affect bank market power and stability?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    8. Tan, Changchun & Mo, Lingyu & Wu, Xiaomeng & Zhou, Peng, 2024. "Fintech development and corporate credit risk: Evidence from an emerging market," International Review of Financial Analysis, Elsevier, vol. 92(C).
    9. Campanella, Francesco & Serino, Luana & Battisti, Enrico & Giakoumelou, Anastasia & Karasamani, Isabella, 2023. "FinTech in the financial system: Towards a capital-intensive and high competence human capital reality?," Journal of Business Research, Elsevier, vol. 155(PA).
    10. Chen, Wen & Wu, Weili & Zhang, Tonghui, 2023. "Fintech development, firm digitalization, and bank loan pricing," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
    11. Wu, Fei & Hu, Yan & Shen, Me, 2024. "The color of FinTech: FinTech and corporate green transformation in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    12. Nam Thanh Vu & Hung Quang Bui & Tuan Anh Pham & Duc Hong Vo, 2024. "Fintech development and environmental sustainability: Does income inequality matter?," Australian Economic Papers, Wiley Blackwell, vol. 63(2), pages 350-369, June.
    13. Sant'Anna, Dário A.L.M. & Figueiredo, Paulo N., 2024. "Fintech innovation: Is it beneficial or detrimental to financial inclusion and financial stability? A systematic literature review and research directions," Emerging Markets Review, Elsevier, vol. 60(C).
    14. Zhao, Yang & Goodell, John W. & Wang, Yong & Abedin, Mohammad Zoynul, 2023. "Fintech, macroprudential policies and bank risk: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    15. Avani Raval & Rajesh Desai, 2024. "Reviews and directions of FinTech research: bibliometric–content analysis approach," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(3), pages 1115-1134, September.
    16. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2024. "Financial technology research: Past and future trajectories," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 162-181.
    17. Pacelli, Vincenzo & Miglietta, Federica & Foglia, Matteo, 2022. "The extreme risk connectedness of the new financial system: European evidence," International Review of Financial Analysis, Elsevier, vol. 84(C).
    18. Weiwei Zhan & Hao Jing, 2022. "Does Fintech Development Reduce Corporate Earnings Management? Evidence from China," Sustainability, MDPI, vol. 14(24), pages 1-18, December.
    19. Hong, Liu & Nikbakht, Ehsan & Zhou, Tianpeng, 2023. "Does product market competition affect the adoption of FinTech by non-financial firms?," Finance Research Letters, Elsevier, vol. 54(C).
    20. Shang, Xiaoting & Niu, Huayong, 2023. "Does the digital transformation of banks affect green credit?," Finance Research Letters, Elsevier, vol. 58(PB).

    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:eee:ecanpo:v:80:y:2023:i:c:p:1273-1291. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    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.