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Does digital transformation enhance bank soundness? Evidence from Chinese commercial banks

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  • Hu, Haifeng
  • Wei, Tao
  • Wang, Aiping

Abstract

Compared with the previous literature on external FinTech, this paper is more interested in the role played by bank FinTech. On the basis of panel data from Chinese commercial banks spanning 2010–2021, this paper investigates the impact of digital transformation on bank soundness and its potential mechanisms. The empirical findings demonstrate a positive association between digital transformation and bank soundness, driven primarily by strategic and management digitization. Mechanistic analysis indicates that digital transformation improves bank soundness by mitigating risk-taking behavior and promoting diversification. The positive effect of digital transformation is more pronounced in state-owned and joint-stock banks, banks with higher liquidity mismatch and in the subsamples with greater levels of external FinTech development and economic policy uncertainty. Additional analysis suggests that digital transformation can still enhance bank soundness even in the presence of relatively lenient monetary and macroprudential policies, highlighting the harmonization and complementarity between internal innovation from digital transformation and external regulatory policies in maintaining banking stability. Overall, this paper contributes to the literature on bank FinTech, which focuses on the factors influencing bank stability. This study also provides a novel explanation for the relationship between financial innovation and financial stability.

Suggested Citation

  • Hu, Haifeng & Wei, Tao & Wang, Aiping, 2025. "Does digital transformation enhance bank soundness? Evidence from Chinese commercial banks," Journal of Financial Stability, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:finsta:v:76:y:2025:i:c:s1572308925000038
    DOI: 10.1016/j.jfs.2025.101374
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    as
    1. Guillaume Plantin, 2015. "Shadow Banking and Bank Capital Regulation," SciencePo Working papers hal-01168494, HAL.
    2. Nicola Gennaioli & Andrei Shleifer & Robert W. Vishny, 2013. "A Model of Shadow Banking," Journal of Finance, American Finance Association, vol. 68(4), pages 1331-1363, August.
    3. 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).
    4. Moudud-Ul-Huq, Syed & Ashraf, Badar Nadeem & Gupta, Anupam Das & Zheng, Changjun, 2018. "Does bank diversification heterogeneously affect performance and risk-taking in ASEAN emerging economies?," Research in International Business and Finance, Elsevier, vol. 46(C), pages 342-362.
    5. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "The expansion of services in European banking: Implications for loan pricing and interest margins," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2325-2335, November.
    6. Thakor, Anjan, 2020. "Corrigendum to: Fintech and Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 43(C).
    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. Maudos, Joaquín, 2017. "Income structure, profitability and risk in the European banking sector: The impact of the crisis," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 85-101.
    9. Avdjiev, Stefan & Bogdanova, Bilyana & Bolton, Patrick & Jiang, Wei & Kartasheva, Anastasia, 2020. "CoCo issuance and bank fragility," Journal of Financial Economics, Elsevier, vol. 138(3), pages 593-613.
    10. 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).
    11. Hamdaoui, Mekki & Maktouf, Samir, 2020. "Financial reforms and banking system vulnerability: The role of regulatory frameworks," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 184-205.
    12. Minton, Bernadette A. & Taillard, Jérôme P. & Williamson, Rohan, 2014. "Financial Expertise of the Board, Risk Taking, and Performance: Evidence from Bank Holding Companies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 351-380, April.
    13. Neuenkirch, Matthias & Nöckel, Matthias, 2018. "The risk-taking channel of monetary policy transmission in the euro area," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 71-91.
    14. 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.
    15. Claessens, Stijn & Ghosh, Swati R. & Mihet, Roxana, 2013. "Macro-prudential policies to mitigate financial system vulnerabilities," Journal of International Money and Finance, Elsevier, vol. 39(C), pages 153-185.
    16. Ren, Xiaohang & Zeng, Gudian & Sun, Xianming, 2023. "The peer effect of digital transformation and corporate environmental performance: Empirical evidence from listed companies in China," Economic Modelling, Elsevier, vol. 128(C).
    17. 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.
    18. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    19. Calomiris, Charles W. & Carlson, Mark, 2016. "Corporate governance and risk management at unprotected banks: National banks in the 1890s," Journal of Financial Economics, Elsevier, vol. 119(3), pages 512-532.
    20. Li, Weiping & Li, Tingyu & Jiang, Dequan & Zhang, Xuezhi, 2024. "Bridging the information gap: How digitalization shapes stock price informativeness," Journal of Financial Stability, Elsevier, vol. 71(C).
    21. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    22. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Is the 2007 US Sub-Prime Financial Crisis So Different?: An International Historical Comparison," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 56(3), pages 291-299.
    23. Angeloni, Ignazio & Faia, Ester & Lo Duca, Marco, 2015. "Monetary policy and risk taking," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 285-307.
    24. 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).
    25. Tabak, Benjamin M. & Fazio, Dimas M. & Cajueiro, Daniel O., 2011. "The effects of loan portfolio concentration on Brazilian banks' return and risk," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 3065-3076, November.
    26. Ferri, Giovanni & Liu, Li-Gang & Majnoni, Giovanni, 2001. "The role of rating agency assessments in less developed countries: Impact of the proposed Basel guidelines," Journal of Banking & Finance, Elsevier, vol. 25(1), pages 115-148, January.
    27. Banerjee, Ameet Kumar & Pradhan, H.K. & Sensoy, Ahmet & Goodell, John W., 2024. "Assessing the US financial sector post three bank collapses: Signals from fintech and financial sector ETFs," International Review of Financial Analysis, Elsevier, vol. 91(C).
    28. Uddin, Md Hamid & Mollah, Sabur & Ali, Md Hakim, 2020. "Does cyber tech spending matter for bank stability?," International Review of Financial Analysis, Elsevier, vol. 72(C).
    29. Guillaume Plantin, 2015. "Shadow Banking and Bank Capital Regulation," SciencePo Working papers Main hal-01168494, HAL.
    30. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    31. Levieuge, G. & Lucotte, Y. & Pradines-Jobet, F., 2019. "Central banks’ preferences and banking sector vulnerability," Journal of Financial Stability, Elsevier, vol. 40(C), pages 110-131.
    32. Uddin, Md Hamid & Mollah, Sabur & Islam, Nazrul & Ali, Md Hakim, 2023. "Does digital transformation matter for operational risk exposure?," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    33. Pathan, Shams, 2009. "Strong boards, CEO power and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1340-1350, July.
    34. Barakat, Ahmed & Hussainey, Khaled, 2013. "Bank governance, regulation, supervision, and risk reporting: Evidence from operational risk disclosures in European banks," International Review of Financial Analysis, Elsevier, vol. 30(C), pages 254-273.
    35. Foos, Daniel & Norden, Lars & Weber, Martin, 2010. "Loan growth and riskiness of banks," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2929-2940, December.
    36. G. Levieuge & Y. Lucotte & F. Pradines-Jobet, 2019. "Central banks’ preferences and banking sector vulnerability," Post-Print hal-03528349, HAL.
    37. Elsas, Ralf & Hackethal, Andreas & Holzhäuser, Markus, 2010. "The anatomy of bank diversification," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1274-1287, June.
    38. Edirisuriya, Piyadasa & Gunasekarage, Abeyratna & Dempsey, Michael, 2015. "Bank diversification, performance and stock market response: Evidence from listed public banks in South Asian countries," Journal of Asian Economics, Elsevier, vol. 41(C), pages 69-85.
    39. Grennan, Jillian & Michaely, Roni, 2021. "FinTechs and the Market for Financial Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1877-1907, September.
    40. Cornelli, Giulio & Frost, Jon & Gambacorta, Leonardo & Rau, P. Raghavendra & Wardrop, Robert & Ziegler, Tania, 2023. "Fintech and big tech credit: Drivers of the growth of digital lending," Journal of Banking & Finance, Elsevier, vol. 148(C).
    41. López-Espinosa, Germán & Moreno, Antonio & Rubia, Antonio & Valderrama, Laura, 2012. "Short-term wholesale funding and systemic risk: A global CoVaR approach," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3150-3162.
    42. Anginer, Deniz & Demirguc-Kunt, Asli & Huizinga, Harry & Ma, Kebin, 2018. "Corporate governance of banks and financial stability," Journal of Financial Economics, Elsevier, vol. 130(2), pages 327-346.
    43. Marko Jakšič & Matej Marinč, 2019. "Relationship banking and information technology: the role of artificial intelligence and FinTech," Risk Management, Palgrave Macmillan, vol. 21(1), pages 1-18, March.
    44. Guillaume Plantin, 2015. "Shadow Banking and Bank Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 146-175.
    45. John Sedunov, 2017. "Does Bank Technology Affect Small Business Lending Decisions?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 40(1), pages 5-32, March.
    46. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    47. Doumpos, Michael & Gaganis, Chrysovalantis & Pasiouras, Fotios, 2015. "Central bank independence, financial supervision structure and bank soundness: An empirical analysis around the crisis," Journal of Banking & Finance, Elsevier, vol. 61(S1), pages 69-83.
    48. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    49. repec:hal:spmain:info:hdl:2441/hqvfahst79ekpe0losvq1h46k is not listed on IDEAS
    50. 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.
    51. Gorton, Gary & Metrick, Andrew, 2012. "Securitized banking and the run on repo," Journal of Financial Economics, Elsevier, vol. 104(3), pages 425-451.
    52. 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).
    53. 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.
    54. Mercieca, Steve & Schaeck, Klaus & Wolfe, Simon, 2007. "Small European banks: Benefits from diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1975-1998, July.
    55. repec:spo:wpmain:info:hdl:2441/hqvfahst79ekpe0losvq1h46k is not listed on IDEAS
    56. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    57. 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).
    58. 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.
    59. Bitar, Mohammad & Hassan, M. Kabir & Walker, Thomas, 2017. "Political systems and the financial soundness of Islamic banks," Journal of Financial Stability, Elsevier, vol. 31(C), pages 18-44.
    60. Paola Bongini & Stijn Claessens & Giovanni Ferri, 2001. "The Political Economy of Distress in East Asian Financial Institutions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(1), pages 5-25, February.
    61. Demirgüç-Kunt, Asli & Detragiache, Enrica, 2011. "Basel Core Principles and bank soundness: Does compliance matter?," Journal of Financial Stability, Elsevier, vol. 7(4), pages 179-190, December.
    62. Thomas L. Hogan & Neil R. Meredith & Xuhao (Harry) Pan, 2018. "Evaluating risk‐based capital regulation," Review of Financial Economics, John Wiley & Sons, vol. 36(2), pages 83-96, April.
    63. 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.
    64. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
    65. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    More about this item

    Keywords

    Digital transformation; Bank soundness; Risk-taking; Diversification;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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