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Bridging the nexus between Fintech, operational efficiency and banks profitability: the moderating role of bank size

Author

Listed:
  • Asmaa Hamdy Abdelaziz Mohamed Elmahdy

    (October University for Modern Sciences & Arts (MSA University))

  • Menna Talla Khaled Mohamed Abdelkader

    (October University for Modern Sciences & Arts (MSA University))

  • Mina Ayman Mikhaeel Shaker

    (October University for Modern Sciences & Arts (MSA University))

Abstract

Purpose The current research investigates the nexus between investments in financial technology (Fintech) and banks’ profitability. It also examines whether banks’ operational efficiency (OE) as a mediator and the bank size (BS) as a moderator can impact their profitability in digital transformation. Design/methodology/approach The Generalized method of moments (GMM) model is employed to construct estimators for 16 banks operating in Egypt from 2015 to 2022. Findings The empirical analysis reveals a significant and negative association between Fintech applications and banks’ profitability in Egypt. This can be attributed to the substantial expenses associated with digitalization as well as the influence of the challenging macroeconomic conditions. The results of our research provide evidence that operational efficiency mediates the nexus between Fintech and profitability. Furthermore, research has revealed that bank size does not moderate the impact of Fintech on profitability. However, due to higher earnings volatility bank size has a significant and negative association with banks’ profitability. Research implications Our research has important policy implications as we propose that while there is currently a negative association between the implementation of Fintech and banks’ profitability, banks are expected to achieve higher profitability in the future by increasing investment in Fintech. Originality/value Given the limited amount of existing research on Fintech applications in developing countries, this research intends to contribute to the existing literature by examining the mediating and moderating effects of a bank’s OE and BS on the association between Fintech and the profitability of banks operating in Egypt. Accordingly, this research highlights this nexus, which may have substantial implications for resolving the struggles experienced by the banks operating in Egypt after the crucial incidents it faced, which, in turn, affected the financial stability of the whole economy.

Suggested Citation

  • Asmaa Hamdy Abdelaziz Mohamed Elmahdy & Menna Talla Khaled Mohamed Abdelkader & Mina Ayman Mikhaeel Shaker, 2025. "Bridging the nexus between Fintech, operational efficiency and banks profitability: the moderating role of bank size," Future Business Journal, Springer, vol. 11(1), pages 1-14, December.
    • Handle: RePEc:spr:futbus:v:11:y:2025:i:1:d:10.1186_s43093-025-00478-x
    DOI: 10.1186/s43093-025-00478-x
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    1. Abdul Rashid & Sana Jabeen, 2016. "Analyzing performance determinants: Conventional versus Islamic Banks in Pakistan," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 16(2), pages 92-107, June.
    2. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    3. Sapci, Ayse & Miles, Bradley, 2019. "Bank size, returns to scale, and cost efficiency," Journal of Economics and Business, Elsevier, vol. 105(C).
    4. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    5. Simplice A. Asongu, 2018. "Conditional Determinants of Mobile Phones Penetration and Mobile Banking in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 81-135, March.
    6. Soon Suk Yoon & Hongbok Lee & Ingyu Oh, 2023. "Differential Impact of Fintech and GDP on Bank Performance: Global Evidence," JRFM, MDPI, vol. 16(7), pages 1-17, June.
    7. Mohammad Sofie Abdul Hasan & Adler Haymans Manurung & Bahtiar Usman, 2020. "Determinants of Bank Profitability with Size as Moderating Variable," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(3), pages 1-7.
    8. Shahchera , Mahshid, 2012. "The Impact of Liquidity on Iranian Bank Profitability," Journal of Money and Economy, Monetary and Banking Research Institute, Central Bank of the Islamic Republic of Iran, vol. 7(1), pages 139-160, October.
    9. Liurui Deng & Yongbin Lv & Ye Liu & Yiwen Zhao, 2021. "Impact of Fintech on Bank Risk-Taking: Evidence from China," Risks, MDPI, vol. 9(5), pages 1-27, May.
    10. Stefano Giglio & Matteo Maggiori & Johannes Stroebel & Stephen Utkus, 2021. "Five Facts about Beliefs and Portfolios," American Economic Review, American Economic Association, vol. 111(5), pages 1481-1522, May.
    11. Dong, Jichang & Yin, Lijun & Liu, Xiaoting & Hu, Meiting & Li, Xiuting & Liu, Lei, 2020. "Impact of internet finance on the performance of commercial banks in China," International Review of Financial Analysis, Elsevier, vol. 72(C).
    12. Brian L. Dos Santos & Ken Peffers, 1995. "Rewards to Investors in Innovative Information Technology Applications: First Movers and Early Followers in ATMs," Organization Science, INFORMS, vol. 6(3), pages 241-259, June.
    13. Taghreed Abdelaziz Hassouba, 2023. "Financial inclusion in Egypt: the road ahead," Review of Economics and Political Science, Emerald Group Publishing Limited, vol. 10(2), pages 90-111, January.
    14. Gang Kou & Özlem Olgu Akdeniz & Hasan Dinçer & Serhat Yüksel, 2021. "Fintech investments in European banks: a hybrid IT2 fuzzy multidimensional decision-making approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    15. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
    16. 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.
    17. Ahlem Chhaidar & Mouna Abdelhedi & Ines Abdelkafi, 2023. "The Effect of Financial Technology Investment Level on European Banks’ Profitability," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 2959-2981, September.
    18. Adey Tarawneh & Aisyah Abdul-Rahman & Syajarul Imna Mohd Amin & Mohd Fahmi Ghazali, 2024. "A Systematic Review of Fintech and Banking Profitability," IJFS, MDPI, vol. 12(1), pages 1-21, January.
    19. Cenni, Stefano & Monferrà, Stefano & Salotti, Valentina & Sangiorgi, Marco & Torluccio, Giuseppe, 2015. "Credit rationing and relationship lending. Does firm size matter?," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 249-265.
    20. Ying Song & Lu Yang & Stavros Sindakis & Sakshi Aggarwal & Charles Chen, 2023. "Analyzing the Role of High-Tech Industrial Agglomeration in Green Transformation and Upgrading of Manufacturing Industry: the Case of China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3847-3877, December.
    21. Hafez Baker & Thair A. Kaddumi & Mahmoud Daoud Nassar & Riham Suleiman Muqattash, 2023. "Impact of Financial Technology on Improvement of Banks’ Financial Performance," JRFM, MDPI, vol. 16(4), pages 1-20, April.
    22. Michael J. Tippins & Ravipreet S. Sohi, 2003. "IT competency and firm performance: is organizational learning a missing link?," Strategic Management Journal, Wiley Blackwell, vol. 24(8), pages 745-761, August.
    23. Cho, Tsui-Yueh & Chen, Yi-Shuan, 2021. "The impact of financial technology on China’s banking industry: An application of the metafrontier cost Malmquist productivity index," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    24. Song, Hua & Liu, Wenyi & Yu, Kangkang & Han, Mengwei, 2024. "Trusting the trust machine: How does blockchain-enabled governance configuration enhance financing credibility?," Technovation, Elsevier, vol. 135(C).
    25. Dariusz Filip & Krzysztof Jackowicz & Lukasz Kozlowski, 2017. "Influence of internet and social media presence on small, local banks’ market power," Baltic Journal of Economics, Baltic International Centre for Economic Policy Studies, vol. 17(2), pages 190-214.
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    More about this item

    Keywords

    Financial technology; Banks profitability; Operational efficiency; Bank size; GMM model;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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