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Does Fintech-Driven Inclusive Finance Induce Bank Profitability? Empirical Evidence from Developing Countries

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  • Changjun Zheng

    (School of Management, Huazhong University of Science and Technology (HUST), Wuhan 430074, China)

  • Md Ataur Rahman

    (School of Management, Huazhong University of Science and Technology (HUST), Wuhan 430074, China
    Department of Finance and Banking, Begum Rokeya University, Rangpur 5404, Bangladesh)

  • Shahadat Hossain

    (Department of Finance, University of Chittagong, Chittagong 4331, Bangladesh)

  • Syed Moudud-Ul-Huq

    (Department of Finance, Performance & Marketing, Teesside University, Middlesbrough, Tees Valley TS1 3BX, UK
    Department of Accounting, Mawlana Bhashani Science & Technology University, Tangail 1902, Bangladesh)

Abstract

This study explores the effect of fintech-driven inclusive finance on the profitability of banks using an unbalanced panel dataset from 660 banks across 40 developing countries between 2011 and 2021. We start with a fixed-effect estimate and subsequently validate our main findings using two-stage least squares (2SLS-IV), two-step system generalized method of moments (GMM), and generalized least squares (GLS) methodologies. Our analysis centers on three key profitability metrics: ROA, ROE, and NIM. Our findings suggest that fintech-backed inclusive finance boosts ROA by 9.10%, ROE by 18.87%, and NIM by 7.98%, highlighting the growing importance of mobile, internet, and agent banking in these nations. We also note that large banks benefit more from inclusive finance than small ones. Additionally, conventional banks see a more marked improvement in profitability than Islamic and savings banks. The relationship between inclusive finance and bank profitability is stronger in countries with higher GDP growth and those actively advancing financial inclusion through fintech, compared to countries with slower GDP growth and less emphasis on financial inclusion. When examining the interaction effects, the COVID-19 pandemic has further emphasized the positive connection between fintech and bank profitability. This suggests that fintech-driven inclusive finance can play a role in enhancing bank profitability, even in challenging times like the COVID-19 period. The transition towards fintech, however, mandates substantial investments, enhanced financial literacy, and heightened customer security, presenting persistent challenges for governments, policymakers, regulators, and financial institutions.

Suggested Citation

  • Changjun Zheng & Md Ataur Rahman & Shahadat Hossain & Syed Moudud-Ul-Huq, 2023. "Does Fintech-Driven Inclusive Finance Induce Bank Profitability? Empirical Evidence from Developing Countries," JRFM, MDPI, vol. 16(10), pages 1-28, October.
  • Handle: RePEc:gam:jjrfmx:v:16:y:2023:i:10:p:457-:d:1264392
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    References listed on IDEAS

    as
    1. Asli Demirgüç-Kunt & Leora Klapper & Dorothe Singer & Saniya Ansar & Jake Hess, 2020. "The Global Findex Database 2017: Measuring Financial Inclusion and Opportunities to Expand Access to and Use of Financial Services," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 2-8.
    2. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273, September.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    5. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    6. 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).
    7. Francisco Javier Forcadell & Elisa Aracil & Fernando Úbeda, 2020. "The Impact of Corporate Sustainability and Digitalization on International Banks’ Performance," Global Policy, London School of Economics and Political Science, vol. 11(S1), pages 18-27, January.
    8. Duc H. Vo & Nhan T. Nguyen, 2021. "Does financial inclusion improve bank performance in the Asian region?," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 35(2), pages 123-135, November.
    9. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    10. João Jungo & Mara Madaleno & Anabela Botelho, 2022. "The Effect of Financial Inclusion and Competitiveness on Financial Stability: Why Financial Regulation Matters in Developing Countries?," JRFM, MDPI, vol. 15(3), pages 1-20, March.
    11. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    12. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    13. Neaime, Simon & Gaysset, Isabelle, 2018. "Financial inclusion and stability in MENA: Evidence from poverty and inequality," Finance Research Letters, Elsevier, vol. 24(C), pages 230-237.
    14. Shelagh Heffernan & Xiaoqing Fu, 2010. "Determinants of financial performance in Chinese banking," Applied Financial Economics, Taylor & Francis Journals, vol. 20(20), pages 1585-1600.
    15. Ikechukwu Kelikume, 2021. "Digital financial inclusion, informal economy and poverty reduction in Africa," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing Limited, vol. 15(4), pages 626-640, February.
    16. Noelia Cámara & David Tuesta, 2018. "Measuring financial inclusion: a multidimensional index," IFC Bulletins chapters, in: Bank for International Settlements (ed.), The role of data in supporting financial inclusion policy, volume 47, Bank for International Settlements.
    17. 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.
    18. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    19. C. T. Shehzad & J. De Haan & B. Scholtens, 2013. "The relationship between size, growth and profitability of commercial banks," Applied Economics, Taylor & Francis Journals, vol. 45(13), pages 1751-1765, May.
    20. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    21. Ghaith N. Al-Eitan & Bassam Al-Own & Tareq Bani-Khalid, 2022. "Financial Inclusion Indicators Affect Profitability of Jordanian Commercial Banks: Panel Data Analysis," Economies, MDPI, vol. 10(2), pages 1-13, January.
    22. Martin Čihák & Heiko Hesse, 2010. "Islamic Banks and Financial Stability: An Empirical Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(2), pages 95-113, December.
    23. Emma L. Schultz & David T. Tan & Kathleen D. Walsh, 2010. "Endogeneity and the corporate governance - performance relation," Australian Journal of Management, Australian School of Business, vol. 35(2), pages 145-163, August.
    24. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    25. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    26. Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa O., 2014. "Macroeconomic risk and hedge fund returns," Journal of Financial Economics, Elsevier, vol. 114(1), pages 1-19.
    27. 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.
    28. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    29. Andrew Ellul & Vijay Yerramilli, 2013. "Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies," Journal of Finance, American Finance Association, vol. 68(5), pages 1757-1803, October.
    30. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2013. "The impact of bank capital on profitability and risk in Asian banking," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 251-281.
    31. Park, Cyn-Young & Mercado, Jr., Rogelio, 2018. "Financial Inclusion: New Measurement and Cross-Country Impact Assessment," ADB Economics Working Paper Series 539, Asian Development Bank.
    32. Inès Gharbi & Aïda Kammoun, 2023. "Developing a Multidimensional Financial Inclusion Index: A Comparison Based on Income Groups," JRFM, MDPI, vol. 16(6), pages 1-19, June.
    33. Yussif Issaka Jajah & Ebenezer B. Anarfo & Felix K. Aveh, 2022. "Financial inclusion and bank profitability in Sub‐Saharan Africa," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 32-44, January.
    34. Dan-Dan Li & Zheng-Xin Wang, 2023. "Measurement Methods for Relative Index of Financial Inclusion," Applied Economics Letters, Taylor & Francis Journals, vol. 30(6), pages 827-833, March.
    35. Nicole Jonker & Anneke Kosse, 2022. "The interplay of financial education, financial inclusion and financial stability and the role of Big Tech," Contemporary Economic Policy, Western Economic Association International, vol. 40(4), pages 612-635, October.
    36. Yong Tan & Christos Floros, 2012. "Bank profitability and GDP growth in China: a note," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 10(3), pages 267-273, January.
    37. Susanta Kumar Sethy & Phanindra Goyari, 2022. "Financial inclusion and financial stability nexus revisited in South Asian countries: evidence from a new multidimensional financial inclusion index," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 14(5), pages 674-693, March.
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