The Dark Side of Digital Financial Inclusion: Evidence on Risk-Taking Behavior in Chinese Commercial Banks

Authors

  • Weimin Chen School of Business, Hunan University of science and technology, Xiangtan 411201, China
  • Chang Liu School of Business, Hunan University of science and technology, Xiangtan 411201, China
  • Lin Zhang Hunan Province New Industrialization Research Base, Xiangtan 411201, China

Keywords:

Commercial Banks, Digital Inclusive Finance, Financial Regulation, Risk Appetite, Risk-taking

Abstract

The rapid development of digital inclusive finance has brought profound transformations to the financial industry, particularly affecting commercial banks, which are its core institutions. The increasing accessibility and efficiency of digital financial services have significantly pressured traditional banking activities, particularly in deposit mobilization and lending. This disruption has led to a decline in net interest margins, thereby weakening bank profitability. In response, commercial banks may be incentivized to pursue higher-risk investment strategies to preserve their franchise value, thereby increasing their overall risk-taking. Accordingly, this study aims to examine the impact of digital inclusive finance on the risk-taking levels of Chinese commercial banks. This research adopts a quantitative approach, using panel data from Chinese commercial banks over a specified period. The analysis employs regression models to examine the relationship between the development of digital inclusive finance and bank risk-taking, while controlling for relevant variables, including bank size, liquidity, and operational efficiency. The findings indicate that digital inclusive finance has a significant positive effect on commercial banks' risk-taking behavior. The compression of profit margins compels banks to seek alternative sources of income through higher-risk investment instruments. Furthermore, the effect is more pronounced among banks with lower levels of digital adaptation. The implications of this study highlight the necessity for well-structured digital transformation strategies and strengthened financial regulation. Commercial banks are encouraged to pursue sustainable innovation while adhering to prudential principles, and regulators are urged to design adaptive policies to ensure financial stability and an effective risk prevention and control system

References

Altunbas, Y., Binici, M., & Gambacorta, L. (2018). Macroprudential policy and bank risk. Journal of International Money and Finance, 81, 203–220. https://doi.org/10.1016/j.jimonfin.2017.11.012

Aracil, E., Jung, J., & Melguizo, A. (2025). Leveraging fintech mobile money to expand banks’ financial services in developing countries. Finance Research Letters, 72, 106280. https://doi.org/10.1016/j.frl.2024.106280

Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297. https://doi.org/10.2307/2297968

Baltagi, B. H. (2021). Econometric analysis of panel data (6th ed.). Springer.

Basten, C., & Juelsrud, R. E. (2023). Bank capital regulation and the risk-taking channel of monetary policy. Journal of Financial Economics, 147(2), 435–456. https://doi.org/10.1016/j.jfineco.2022.10.003

Beck, T., Demirgüç-Kunt, A., & Levine, R. (2016). A new database on financial development and structure. World Bank Economic Review, 14(3), 597–605. https://doi.org/10.1093/wber/14.3.597

Beck, T., Demirgüç-Kunt, A., & Merrouche, O. (2013). Islamic vs. conventional banking: Business model, efficiency and stability. Journal of Banking & Finance, 37(2), 433–447. https://doi.org/10.1016/j.jbankfin.2012.09.016

Buchak, G., Matvos, G., Piskorski, T., & Seru, A. (2018). Fintech, regulatory arbitrage, and the rise of shadow banks. Journal of Financial Economics, 130(3), 453–483. https://doi.org/10.1016/j.jfineco.2018.03.011

Chen, M., Wu, J., & Jeon, B. N. (2021). Do digital inclusive finance and fintech reduce bank credit risk? Evidence from China. Journal of Banking & Finance, 128, 106121. https://doi.org/10.1016/j.jbankfin.2021.106121

Chen, M., Wu, J., & Jeon, B. N. (2021). Do digital inclusive finance and fintech reduce bank credit risk? Evidence from China. Journal of Banking & Finance, 128, 106121. https://doi.org/10.1016/j.jbankfin.2021.106121

Chen, W., Liu, C., & Zhang, L. (2025). Digital inclusive finance and bank risk-taking: Evidence from China. In Proceedings of the Annual Conference on Financial Technology and Banking Stability, Beijing, China.

Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The Global Findex Database 2017: Measuring financial inclusion and the fintech revolution. Washington, DC: World Bank. https://doi.org/10.1596/978-1-4648-1259-0

Dong, J., Yin, L., Liu, X., Hu, M., Li, X., & Liu, L. (2020). Impact of internet finance on the performance of commercial banks in China. International Review of Financial Analysis, 72, 101579. https://doi.org/10.1016/j.irfa.2020.101579

Drasch, B. J., Schweizer, A., & Urbach, N. (2018). Integrating the “troublemakers”: A taxonomy for cooperation between banks and fintechs. Journal of Economics and Business, 100, 26–42. https://doi.org/10.1016/j.jeconbus.2018.04.002

Frost, J., Gambacorta, L., Huang, Y., Shin, H. S., & Zbinden, P. (2019). BigTech and the changing structure of financial intermediation. Economic Policy, 34(100), 761–799. https://doi.org/10.1093/epolic/eiaa003

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.

Guo, F., Wang, J., Wang, F., Kong, T., Zhang, X., & Cheng, Z. (2020). Measuring digital financial inclusion in China: Index compilation and spatial characteristics. China Economic Quarterly, 19(4), 1401–1418.

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. https://doi.org/10.2307/1913827

Huang, Y., & Wang, X. (2020). Building an efficient financial system in China: The role of fintech. Asian Economic Papers, 19(1), 1–20. https://doi.org/10.1162/asep_a_00742

Jiang, S., Li, Z., & Wang, Y. (2020). Bank competition, capital regulation and risk-taking: Evidence from China. Journal of Financial Stability, 49, 100115. https://doi.org/10.1016/j.jfs.2020.100115

Laeven, L., & Levine, R. (2009). Bank governance, regulation and risk taking. Journal of Financial Economics, 93(2), 259–275. https://doi.org/10.1016/j.jfineco.2008.09.003

Laeven, L., & Levine, R. (2022). Bank governance, regulation, and risk taking. Journal of Financial Economics, 143(3), 1120–1145. https://doi.org/10.1016/j.jfineco.2021.05.045

Li, J., & Xu, Z. (2022). Digital finance and bank risk-taking: Evidence from China’s commercial banks. Journal of Financial Stability, 59, 100115. https://doi.org/10.1016/j.jfs.2022.100115

Liu, Z., Li, X., & Li, Z. (2024). Inclusive fintech, open banking, and bank performance: Evidence from China. Financial Innovation, 10(1), 149. https://doi.org/10.1186/s40854-024-00645-3

Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329–340. https://doi.org/10.1016/j.bir.2017.12.003

Ozturk, A., & Ullah, S. (2022). Financial inclusion and banking stability: The role of institutional quality. Economic Systems, 46(3), 101118. https://doi.org/10.1016/j.ecosys.2022.101118

Philippon, T. (2016). The fintech opportunity. National Bureau of Economic Research Working Paper No. 22476. https://doi.org/10.3386/w22476

Vives, X. (2019). Digital disruption in banking. Annual Review of Financial Economics, 11, 243–272. https://doi.org/10.1146/annurev-financial-100719-120854

Wang, Y. (2023). Essays on digital finance and banking stability (Doctoral dissertation, Peking University).

Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data (2nd ed.). MIT Press.

Yang, F., & Masron, T. A. (2024). Role of financial inclusion and digital transformation on bank credit risk. Journal of International Financial Markets, Institutions and Money, 91, 101934. https://doi.org/10.1016/j.intfin.2024.101934

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Sage Publications.

Downloads

Published

2026-04-12

How to Cite

Chen, W., Liu, C., & Zhang, L. (2026). The Dark Side of Digital Financial Inclusion: Evidence on Risk-Taking Behavior in Chinese Commercial Banks . International Journal of Education and Humanities, 6(2), 400–411. Retrieved from https://i-jeh.com/index.php/ijeh/article/view/470