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Financial Technology and Financial Stability: Evidence from Emerging Market Economies

Author

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  • Umair, Syed Muhammad
  • Ali, Amjad
  • Audi, Marc

Abstract

This study explores the influence of financial technology adoption on financial stability across 35 emerging market economies over the period 2015–2024. A fintech adoption index is constructed using data from the GSMA mobile money metrics, World Bank database, and Bank for International Settlements Fintech Statistics, including indicators such as mobile payment transactions, transaction volumes, and the number of fintech startups. Principal component analysis is employed to reduce dimensionality and enhance the validity and comparability of the index across countries and time. To assess the relationship between fintech adoption and financial stability, this study applies the cross-sectionally augmented autoregressive distributed lag model, which is particularly suitable for panel datasets with mixed integration orders and cross-sectional dependence features commonly observed in macroeconomic analyses of emerging economies. Regulatory quality, measured using the World Bank’s Worldwide Governance Indicators, is examined as a moderating factor. The results reveal that higher levels of fintech adoption improve financial stability, especially in environments with stronger regulatory frameworks. Robustness is confirmed through several diagnostic checks, including the CIPS unit root test, alternative model specifications, and interaction term analysis.

Suggested Citation

  • Umair, Syed Muhammad & Ali, Amjad & Audi, Marc, 2025. "Financial Technology and Financial Stability: Evidence from Emerging Market Economies," MPRA Paper 127487, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:127487
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    References listed on IDEAS

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    1. Leo Van Hove & Antoine Dubus, 2019. "M-PESA and Financial Inclusion in Kenya: Of Paying Comes Saving?," Sustainability, MDPI, vol. 11(3), pages 1-26, January.
    2. Igor Makarov & Antoinette Schoar, 2022. "Cryptocurrencies and Decentralized Finance (DeFi)," NBER Working Papers 30006, National Bureau of Economic Research, Inc.
    3. Amjad Ali & Farooq Ahmed & Fazal- Ur- Rahman, 2016. "Impact of Government Borrowing on Financial Development (A case study of Pakistan)," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 5(3), pages 135-143, September.
    4. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    5. Buchak, Greg & Matvos, Gregor & Piskorski, Tomasz & Seru, Amit, 2024. "The Secular Decline of Bank Balance Sheet Lending," Research Papers 4181, Stanford University, Graduate School of Business.
    6. Markus Eberhardt & Francis Teal, 2010. "Aggregation versus Heterogeneity in Cross-Country Growth Empirics," CSAE Working Paper Series 2010-32, Centre for the Study of African Economies, University of Oxford.
    7. Greg Buchak & Gregor Matvos & Tomasz Piskorski & Amit Seru, 2024. "Aggregate Lending and Modern Financial Intermediation: Why Bank Balance Sheet Models Are Miscalibrated," NBER Macroeconomics Annual, University of Chicago Press, vol. 38(1), pages 239-287.
    8. Sulehri, Fiaz Ahmad & Ali, Amjad, 2024. "Financial Inclusion Dynamics: A Cross-Country Examination of Bank Concentration and Policy Strategies," MPRA Paper 121284, University Library of Munich, Germany.
    9. Kehinde Damilola Ilesanmi, 2025. "Regulation of Shadow Banks and Its Implication for Financial Stability in Emerging Economies," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Sheunesu Zhou (ed.), Shadow Banking and Financial Risk in Emerging and Developing Markets, chapter 0, pages 233-252, Palgrave Macmillan.
    10. 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.
    11. Md. Humayun Kabir & S.S.M. Sadrul Huda & Omar Faruq, 2020. "Mobile Financial Services In The Context Of Bangladesh," Copernican Journal of Finance & Accounting, Uniwersytet Mikolaja Kopernika, vol. 9(3), pages 83-98.
    12. Fiaz Ahmad Sulehri & Mohammad Ahmed & Amjad Ali, 2022. "Proprietorship Structure and Firm Performance in the Context of Tunneling: An Empirical Analysis of Non-Financial Firms in Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 8(4), pages 115-124, December.
    13. Igor Makarov & Antoinette Schoar, 2022. "Cryptocurrencies and Decentralized Finance (DeFi)," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 53(1 (Spring), pages 141-215.
    14. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    15. Audi, Marc & Poulin, Marc & Ali, Amjad, 2023. "Determinants of Human Wellbeing and its Prospect Under the Role of Financial Inclusion in South Asian Countries," MPRA Paper 120119, University Library of Munich, Germany.
    16. Mr. Garry J. Schinasi, 2004. "Private Finance and Public Policy," IMF Working Papers 2004/120, International Monetary Fund.
    17. Taewoo Roh & Young Soo Yang & Shufeng Xiao & Byung Il Park, 2024. "What makes consumers trust and adopt fintech? An empirical investigation in China," Electronic Commerce Research, Springer, vol. 24(1), pages 3-35, March.
    18. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    19. Shahzad Hussain & Ajid ur Rehman & Sabeeh Ullah & Abdul Waheed & Shoaib Hassan, 2024. "Financial Inclusion and Economic Growth: Comparative Panel Evidence from Developed and Developing Asian Countries," SAGE Open, , vol. 14(1), pages 21582440241, February.
    20. Shahzad, Sadia & Audi, Marc & Sulehri, Fiaz Ahmad & Ali, Amjad, 2025. "Nexus between Financial Liberalization and Financial Market Performance: A Testing of Convergence Hypothesis," MPRA Paper 124497, University Library of Munich, Germany.
    21. Makarov, Igor & Schoar, Antoinette, 2022. "Cryptocurrencies and decentralized finance (DeFi)," LSE Research Online Documents on Economics 117711, London School of Economics and Political Science, LSE Library.
    22. Scott Claessens & Thanos Kyritsis & Quentin D. Atkinson, 2023. "Cross-national analyses require additional controls to account for the non-independence of nations," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    23. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    24. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    25. Sulehri, Fiaz Ahmad & Audi, Marc & Ashraf, Muhammad Saleem & Azam, Habiba & Bukhari, Syeda Ambreen Fatima & Ali, Amjad, 2024. "Empirical Insights into Financial Integration: Fintech Credit and Regulatory Dynamics," MPRA Paper 121776, University Library of Munich, Germany.
    26. Igor Makarov & Antoinette Schoar, 2022. "Cryptocurrencies and Decentralised Finance," BIS Working Papers 1061, Bank for International Settlements.
    27. Ruzita Abdul-Rahim & Siti Aisah Bohari & Aini Aman & Zainudin Awang, 2022. "Benefit–Risk Perceptions of FinTech Adoption for Sustainability from Bank Consumers’ Perspective: The Moderating Role of Fear of COVID-19," Sustainability, MDPI, vol. 14(14), pages 1-24, July.
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    Cited by:

    1. Sattar, Sarmad & Alvi, Aramish Altaf & Audi, Marc, 2025. "Economic, Social, and Institutional Drivers of FDI: A Comparative Study of Developed and Developing Economies," MPRA Paper 127562, University Library of Munich, Germany.

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