IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v90y2023ics105752192300460x.html
   My bibliography  Save this article

The impact of bank FinTech on commercial banks' risk-taking in China

Author

Listed:
  • Wu, Xin
  • Jin, Tianhe
  • Yang, Keng
  • Qi, Hanying

Abstract

FinTech has facilitated the digital transformation of commercial banks, but it has also impacted their micro-risk-taking. This paper investigates the relationship between bank FinTech and micro-risks of commercial banks, including credit, liquidity, and insolvency risks. To overcome the shortcomings of the existing measurements of bank FinTech, this paper establishes an index that covers 148 commercial banks based on their annual financial reports from 2007 to 2019 by using text mining. In addition, this work discusses the heterogeneity of ownership and influence channels. The following conclusions emerge: (1) innovation and the application of bank FinTech increase bank credit and liquidity risks but reduce insolvency risk; (2) Considering ownerships, bank FinTech in state-owned commercial banks enables credit risk to be controlled effectively, whereas it in joint-stock commercial banks brings higher liquidity risk and lower insolvency risk. (3) Technological application in bank FinTech can help banks to reduce insolvency risk, while business innovation in bank FinTech can exacerbate liquidity risk. This paper adds theoretical and empirical evidence on the role of FinTech in banks' risk-taking. And it concludes with recommendations for banking regulation and the development of commercial banks.

Suggested Citation

  • Wu, Xin & Jin, Tianhe & Yang, Keng & Qi, Hanying, 2023. "The impact of bank FinTech on commercial banks' risk-taking in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s105752192300460x
    DOI: 10.1016/j.irfa.2023.102944
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S105752192300460X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.irfa.2023.102944?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. García-Sánchez, Isabel-María & García-Meca, Emma & Cuadrado-Ballesteros, Beatriz, 2017. "Do financial experts on audit committees matter for bank insolvency risk-taking? The monitoring role of bank regulation and ethical policy," Journal of Business Research, Elsevier, vol. 76(C), pages 52-66.
    2. Conlon, Thomas & Cotter, John & Molyneux, Philip, 2020. "Beyond common equity: The influence of secondary capital on bank insolvency risk," Journal of Financial Stability, Elsevier, vol. 47(C).
    3. Lepetit, Laetitia & Strobel, Frank, 2015. "Bank insolvency risk and Z-score measures: A refinement," Finance Research Letters, Elsevier, vol. 13(C), pages 214-224.
    4. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    5. Banna, Hasanul & Kabir Hassan, M. & Rashid, Mamunur, 2021. "Fintech-based financial inclusion and bank risk-taking: Evidence from OIC countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    6. Yong Tan & John Anchor, 2017. "Does competition only impact on insolvency risk? New evidence from the Chinese banking industry," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(3), pages 332-354, June.
    7. Ndwiga, David, 2020. "The effects of FinTechs on bank market power and risk taking behaviour in Kenya," KBA Centre for Research on Financial Markets and Policy Working Paper Series 44, Kenya Bankers Association (KBA).
    8. Jagtiani, Julapa & Lemieux, Catharine, 2018. "Do fintech lenders penetrate areas that are underserved by traditional banks?," Journal of Economics and Business, Elsevier, vol. 100(C), pages 43-54.
    9. Beck, Thorsten & Chen, Tao & Lin, Chen & Song, Frank M., 2016. "Financial innovation: The bright and the dark sides," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 28-51.
    10. 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.
    11. Kopecky, Kenneth J. & VanHoose, David, 2004. "A model of the monetary sector with and without binding capital requirements," Journal of Banking & Finance, Elsevier, vol. 28(3), pages 633-646, March.
    12. Ting Yao & Liangrong Song, 2021. "Examining the differences in the impact of Fintech on the economic capital of commercial banks’ market risk: evidence from a panel system GMM analysis," Applied Economics, Taylor & Francis Journals, vol. 53(23), pages 2647-2660, May.
    13. Erik Feyen & Jon Frost & Leonardo Gambacorta & Harish Natarajan & Matthew Saal, 2021. "Fintech and the digital transformation of financial services: implications for market structure and public policy," BIS Papers, Bank for International Settlements, number 117.
    14. Lihua Zuo & Jack Strauss & Lijuan Zuo, 2021. "The Digitalization Transformation of Commercial Banks and Its Impact on Sustainable Efficiency Improvements through Investment in Science and Technology," Sustainability, MDPI, vol. 13(19), pages 1-17, October.
    15. Ivan Huljak & Reiner Martin & Diego Moccero & Cosimo Pancaro, 2022. "Do non-performing loans matter for bank lending and the business cycle in euro area countries?," Journal of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 1050-1080, December.
    16. 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.
    17. Yi-Kai Chen & Chung-Hua Shen & Lanfeng Kao & Chuan-Yi Yeh, 2018. "Bank Liquidity Risk and Performance," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-40, March.
    18. 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.
    19. Cipollini, Andrea & Fiordelisi, Franco, 2012. "Economic value, competition and financial distress in the European banking system," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3101-3109.
    20. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    21. Ailian Zhang & Shuyao Wang & Bai Liu & Pei Liu, 2022. "How fintech impacts pre‐ and post‐loan risk in Chinese commercial banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 2514-2529, April.
    22. Baomin Chen & Xinyun Yang & Zhenzhong Ma, 2022. "Fintech and Financial Risks of Systemically Important Commercial Banks in China: An Inverted U-Shaped Relationship," Sustainability, MDPI, vol. 14(10), pages 1-20, May.
    23. Hasanul Banna & Md Rabiul Alam, 2021. "Does Digital Financial Inclusion Matter For Bank Risk-Taking? Evidence From The Dual-Banking System," Journal of Islamic Monetary Economics and Finance, Bank Indonesia, vol. 7(2), pages 401-430, May.
    24. Yong Tan & John Anchor, 2017. "Does competition only impact on insolvency risk? New evidence from the Chinese banking industry," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(3), pages 332-354, June.
    25. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    26. 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).
    27. Polyzos, Stathis & Samitas, Aristeidis & Kampouris, Ilias, 2021. "Economic stimulus through bank regulation: Government responses to the COVID-19 crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    28. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    29. Abdul-Rahman, Aisyah & Sulaiman, Ahmad Azam & Mohd Said, Noor Latifah Hanim, 2018. "Does financing structure affects bank liquidity risk?," Pacific-Basin Finance Journal, Elsevier, vol. 52(C), pages 26-39.
    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. Liao, Kezhi & Ma, Chengcheng & Zhang, Jingxue & Wang, Zhihao, 2024. "Does big data infrastructure development facilitate bank fintech innovation? Evidence from China," Finance Research Letters, Elsevier, vol. 65(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. 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).
    2. 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).
    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. 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.
    5. Syed Aamir Aijaz & Grima Simon & Sood Kiran, 2024. "Assessing the Role of the Fintech Era on the Banking Stability of an Emerging Economy: Interaction Analysis of the Indian Banking Industry," Folia Oeconomica Stetinensia, Sciendo, vol. 24(1), pages 182-202.
    6. 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).
    7. He, Miao & Song, Ge & Chen, Qianqian, 2023. "Fintech adoption, internal control quality and bank risk taking: Evidence from Chinese listed banks," Finance Research Letters, Elsevier, vol. 57(C).
    8. 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).
    9. 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.
    10. Fang, Yi & Wang, Qi & Wang, Fan & Zhao, Yang, 2023. "Bank fintech, liquidity creation, and risk-taking: Evidence from China," Economic Modelling, Elsevier, vol. 127(C).
    11. 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).
    12. Tianlei Pi & Haoxuan Hu & Jingyi Lu & Xue Chen, 2022. "The Analysis of Fintech Risks in China: Based on Fuzzy Models," Mathematics, MDPI, vol. 10(9), pages 1-13, April.
    13. Qilong Wan & Xiaodong Miao & Chenguang Wang & Hasan Dinçer & Serhat Yüksel, 2023. "A hybrid decision support system with golden cut and bipolar q-ROFSs for evaluating the risk-based strategic priorities of fintech lending for clean energy projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-25, December.
    14. Koranteng, Barbara & You, Kefei, 2024. "Fintech and financial stability: Evidence from spatial analysis for 25 countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 93(C).
    15. 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).
    16. 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).
    17. Dyah Titis Kusuma Wardani & Navi'ah Khusniati & Susilo Nur Aji Cokro Darsono, 2023. "Sociodemographic Effects on Financial Inclusion: Implications from Online Transaction in Developing-8 Countriesfrom Online Transaction in Developing-8 Countries Abstract: The world has reached the ind," Economics and Finance in Indonesia, Faculty of Economics and Business, University of Indonesia, vol. 69, pages 67-86, Juni.
    18. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    19. Ping-Lun Tseng & Wen-Chung Guo, 2022. "Fintech, Credit Market Competition, and Bank Asset Quality," Journal of Financial Services Research, Springer;Western Finance Association, vol. 61(3), pages 285-318, June.
    20. Alraqeb Zeynep & Knaack Peter & Macaire Camille, 2022. "Does FinTech Promote Entrepreneurship? Evidence from China [L’adoption des Fintech favorise-t-elle l’entreprenariat ? Le cas de la Chine]," Working papers 895, Banque de France.

    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:finana:v:90:y:2023:i:c:s105752192300460x. 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.elsevier.com/locate/inca/620166 .

    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.