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FinTech innovation, stability and efficiency: Evidence from Malaysian bank industry

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  • Rubi Ahmad
  • Changqian Xie
  • Panpan Wang
  • Biao Liu
  • Fauzi Zainir
  • Magda Ismail Abdel Mohsin

Abstract

The rapid development of digital finance is reshaping the business model of the traditional bank industry and bringing challenges to it as well. Based on an unbalanced panel of data constructed by 36 banks in Malaysia from 2006 to 2020, this study examines the impact of financial technology on banks' stability and efficiency. We find that, compared with Islamic banks, FinTech innovation significantly improves the stability of commercial banks. Additionally, it improves the entire sample banks' efficiency calculated by the data envelopment analysis‐Malmquist method, which can capture the efficiency changes from a dynamic perspective. These baseline results are affirmed by the generalized method of moment approach to mitigate potential endogeneity issues. Furthermore, the impacts of FinTech innovation on banks are heterogeneous. The high‐profit banks enjoy the benefits of improving their stability level from FinTech development. However, for the small‐sized and low‐profit banks, FinTech innovation contributes more to improving their efficiency. Our analysis provides empirical evidence for Malaysia and similar developing countries that are receptive to FinTech development but have relatively less advanced technology infrastructure. It can also shed light on the FinTech investment decisions of bank management.

Suggested Citation

  • Rubi Ahmad & Changqian Xie & Panpan Wang & Biao Liu & Fauzi Zainir & Magda Ismail Abdel Mohsin, 2025. "FinTech innovation, stability and efficiency: Evidence from Malaysian bank industry," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 221-241, January.
    • Handle: RePEc:wly:ijfiec:v:30:y:2025:i:1:p:221-241
    DOI: 10.1002/ijfe.2917
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    1. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    2. Francis, William B. & Osborne, Matthew, 2012. "Capital requirements and bank behavior in the UK: Are there lessons for international capital standards?," Journal of Banking & Finance, Elsevier, vol. 36(3), pages 803-816.
    3. Pathan, Shams, 2009. "Strong boards, CEO power and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1340-1350, July.
    4. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    5. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    6. Liangliang Jiang & Ross Levine & Chen Lin, 2023. "Does Competition Affect Bank Risk?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 55(5), pages 1043-1076, August.
    7. 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.
    8. Hafiz Hoque & Heng Liu, 2023. "Impact of bank regulation on risk of Islamic and conventional banks," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 1025-1062, January.
    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. Berger, Allen N, 2003. "The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
    11. 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.
    12. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    13. Fadzlan Sufian, 2009. "Factors Influencing Bank Profitability in a Developing Economy," Global Business Review, International Management Institute, vol. 10(2), pages 225-241, July.
    14. Bao, Zhengyang & Huang, Difang, 2021. "Shadow Banking in a Crisis: Evidence from Fintech During COVID-19," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(7), pages 2320-2355, November.
    15. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    16. Mohamed Ali Trabelsi, 2011. "The impact of the financial crisis on the global economy: can the Islamic financial system help?," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 12(1), pages 15-25, January.
    17. Mohamed Ali Trabelsi, 2011. "The impact of the financial crisis on the global economy: can the Islamic financial system help?," Journal of Risk Finance, Emerald Group Publishing, vol. 12(1), pages 15-25, January.
    18. Hasanul Banna & Md Rabiul Alam & Rubi Ahmad & Norhanim Mat Sari, 2022. "Does Financial Inclusion Drive The Islamic Banking Efficiency? A Post-Financial Crisis Analysis," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 67(01), pages 135-160, March.
    19. Laura Chiaramonte & (Frank) Hong Liu & Federica Poli & Mingming Zhou, 2016. "How Accurately Can Z‐score Predict Bank Failure?," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 25(5), pages 333-360, December.
    20. Difang Huang & Zhengyang Bao, 2020. "Gender Differences in Reaction to Enforcement Mechanisms: A Large-Scale Natural Field Experiment," Monash Economics Working Papers 08-20, Monash University, Department of Economics.
    21. 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.
    22. Yaman Hajja, 2022. "Impact of bank capital on non‐performing loans: New evidence of concave capital from dynamic panel‐data and time series analysis in Malaysia," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 2921-2948, July.
    23. Giovanni Dell'Ariccia & Robert Marquez, 2010. "Risk and the Corporate Structure of Banks," Journal of Finance, American Finance Association, vol. 65(3), pages 1075-1096, June.
    24. Hafeez, Bilal & Li, Xiping & Kabir, M. Humayun & Tripe, David, 2022. "Measuring bank risk: Forward-looking z-score," International Review of Financial Analysis, Elsevier, vol. 80(C).
    25. DeYoung, Robert & Kowalik, Michal & Reidhill, Jack, 2013. "A theory of failed bank resolution: Technological change and political economics," Journal of Financial Stability, Elsevier, vol. 9(4), pages 612-627.
    26. 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.
    27. Khaw, Karren Lee-Hwei & Zainudin, Rozaimah & Rashid, Rasidah Mohd, 2019. "Cost of debt financing: Does political connection matter?," Emerging Markets Review, Elsevier, vol. 41(C).
    28. 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.
    29. Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
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