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Does financial inclusion moderate the effect of digital transformation on banks’ proportion of non-interest income in China?

Author

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  • Fan Yang

    (Universiti Sains Malaysia)

  • Tajul Ariffin Masron

    (Universiti Sains Malaysia)

Abstract

Traditional commercial banks are impacted by financial disintermediation amid the advent of online banking. Lower revenue has forced banks to focus on new non-interest revenue to increase bank revenue. With banks' serious efforts toward digital transformation, this study is interested in examining whether digital transformation can affect non-interest income in China. Nonetheless, as the net profit of Chinese banks has dropped by 4.95 percent, rapid digital transformation does not promote non-interest income effectively. This study foresees the crucial role of financial inclusion in moderating the case and sets this as the ultimate aim of this study. This article uses the GMM to conduct an empirical study on the data of 116 banks from 2014 to 2021. As expected, the results show a non-favorable effect of digital transformation on non-interest income, but financial inclusion successfully brings a positive note. Hence, to grow together with customers, while initially, banks may have to lower the interest charges, efforts to enhance everyone's pursuit for a better financial life may help banks to enjoy more profit via higher non-interest income.

Suggested Citation

  • Fan Yang & Tajul Ariffin Masron, 2024. "Does financial inclusion moderate the effect of digital transformation on banks’ proportion of non-interest income in China?," Economic Change and Restructuring, Springer, vol. 57(3), pages 1-24, June.
    • Handle: RePEc:kap:ecopln:v:57:y:2024:i:3:d:10.1007_s10644-024-09675-0
    DOI: 10.1007/s10644-024-09675-0
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    as
    1. Stiroh, Kevin J, 2004. "Diversification in Banking: Is Noninterest Income the Answer?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(5), pages 853-882, October.
    2. 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.
    3. Hidayat, Wahyu Yuwana & Kakinaka, Makoto & Miyamoto, Hiroaki, 2012. "Bank risk and non-interest income activities in the Indonesian banking industry," Journal of Asian Economics, Elsevier, vol. 23(4), pages 335-343.
    4. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    5. Hahm , Joon-Ho, 2008. "Determinants and Consequences of Non-Interest Income Diversification of Commercial Banks in OECD Countries," East Asian Economic Review, Korea Institute for International Economic Policy, vol. 12(1), pages 3-31, June.
    6. Lee, Chien-Chiang & Yang, Shih-Jui & Chang, Chi-Hung, 2014. "Non-interest income, profitability, and risk in banking industry: A cross-country analysis," The North American Journal of Economics and Finance, Elsevier, vol. 27(C), pages 48-67.
    7. Frederic S. Mishkin, 2009. "Monetary Policy Strategy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262513374, December.
    8. Li, Li & Zhang, Yu, 2013. "Are there diversification benefits of increasing noninterest income in the Chinese banking industry?," Journal of Empirical Finance, Elsevier, vol. 24(C), pages 151-165.
    9. Gorton, Gary & Rosen, Richard, 1995. "Corporate Control, Portfolio Choice, and the Decline of Banking," Journal of Finance, American Finance Association, vol. 50(5), pages 1377-1420, December.
    10. Hunter, William C & Timme, Stephen G, 1986. "Technical Change, Organizational Form, and the Structure of Bank Production," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(2), pages 152-166, May.
    11. Vincenzo Chiorazzo & Carlo Milani & Francesca Salvini, 2008. "Income Diversification and Bank Performance: Evidence from Italian Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 33(3), pages 181-203, June.
    12. Rogers, Kevin & SinkeyJr., Joseph F., 1999. "An analysis of nontraditional activities at U.S. commercial banks," Review of Financial Economics, Elsevier, vol. 8(1), pages 25-39, June.
    13. 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.
    14. Williams, Barry, 2016. "The impact of non-interest income on bank risk in Australia," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 16-37.
    15. Katharine Vincent & Tracy Cull, 2011. "Cell phones, electronic delivery systems and social cash transfers: Recent evidence and experiences from Africa," International Social Security Review, John Wiley & Sons, vol. 64(1), pages 37-51, January.
    16. Rogers, Kevin E., 1998. "Nontraditional activities and the efficiency of US commercial banks," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 467-482, May.
    17. DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
    18. 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.
    19. Mehmood, Asad & De Luca, Francesco, 2023. "How does non-interest income affect bank credit risk? Evidence before and during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 53(C).
    20. Robert DeYoung & Tara Rice, 2004. "Noninterest Income and Financial Performance at U.S. Commercial Banks," The Financial Review, Eastern Finance Association, vol. 39(1), pages 101-127, February.
    21. Carl R. Chen & Ying Sophie Huang & Ting Zhang, 2017. "Non-interest Income, Trading, and Bank Risk," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(1), pages 19-53, February.
    22. Sarah Sanya & Simon Wolfe, 2011. "Can Banks in Emerging Economies Benefit from Revenue Diversification?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 79-101, October.
    23. Boyd, John H. & Levine, Ross & Smith, Bruce D., 2001. "The impact of inflation on financial sector performance," Journal of Monetary Economics, Elsevier, vol. 47(2), pages 221-248, April.
    24. Baele, Lieven & De Jonghe, Olivier & Vander Vennet, Rudi, 2007. "Does the stock market value bank diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1999-2023, July.
    25. Pennathur, Anita K. & Subrahmanyam, Vijaya & Vishwasrao, Sharmila, 2012. "Income diversification and risk: Does ownership matter? An empirical examination of Indian banks," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2203-2215.
    26. Kevin Rogers & Joseph F. Sinkey, 1999. "An analysis of nontraditional activities at U.S. commercial banks," Review of Financial Economics, John Wiley & Sons, vol. 8(1), pages 25-39.
    27. Gallo, John G. & Apilado, Vincent P. & Kolari, James W., 1996. "Commercial bank mutual fund activities: Implications for bank risk and profitability," Journal of Banking & Finance, Elsevier, vol. 20(10), pages 1775-1791, December.
    28. Ankita Das & Debabrata Das, 2020. "Perception, Adoption, and Pattern of Usage of FinTech Services by Bank Customers: Evidences from Hojai District of Assam," Emerging Economy Studies, International Management Institute, vol. 6(1), pages 7-22, May.
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    More about this item

    Keywords

    Digital transformation; Non-interest income; Financial inclusion; GMM; China;
    All these keywords.

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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