IDEAS home Printed from https://ideas.repec.org/a/eee/intfin/v75y2021ics1042443121001578.html
   My bibliography  Save this article

Fintech-based financial inclusion and bank risk-taking: Evidence from OIC countries

Author

Listed:
  • Banna, Hasanul
  • Kabir Hassan, M.
  • Rashid, Mamunur

Abstract

Financial inclusion has gone beyond the rhetoric surrounding social development and financial stability, but also expanding into pathos of arbitrage benefits made from cheap retail deposits by large banks and banks from technologically developed regions. This study investigates whether a higher degree of fintech-based financial inclusion (FFI) intensifies banks’ risk-taking by analysing data from 534 banks from 24 OIC countries. The results indicate that higher degree of FFI controls bank’s risk-taking behaviour. The nexus turns stronger in the post-industrial revolution 4.0 (IR4.0) era. Our results are robust across multiple proxies and estimation methods. We discuss how competition surrounding investing in fintech may expose the banks towards severe uncertainty.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:intfin:v:75:y:2021:i:c:s1042443121001578
    DOI: 10.1016/j.intfin.2021.101447
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1042443121001578
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.intfin.2021.101447?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Alfred Hannig & Stefan Jansen, 2010. "Financial Inclusion and Financial Stability : Current Policy Issues," Finance Working Papers 23124, East Asian Bureau of Economic Research.
    2. Bertay, Ata Can & Demirgüç-Kunt, Asli & Huizinga, Harry, 2013. "Do we need big banks? Evidence on performance, strategy and market discipline," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 532-558.
    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. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    5. Acharya, Viral & Naqvi, Hassan, 2012. "The seeds of a crisis: A theory of bank liquidity and risk taking over the business cycle," Journal of Financial Economics, Elsevier, vol. 106(2), pages 349-366.
    6. 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.
    7. Bonaccorsi di Patti, Emilia & Dell'Ariccia, Giovanni, 2004. "Bank Competition and Firm Creation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 225-251, April.
    8. Peter J. Morgan & Victor Pontines, 2014. "Financial Stability and Financial Inclusion," Microeconomics Working Papers 24278, East Asian Bureau of Economic Research.
    9. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    10. Franklin Allen & Elena Carletti & Robert Cull & Jun ‘QJ’ Qian & Lemma Senbet & Patricio Valenzuela, 2014. "The African Financial Development and Financial Inclusion Gaps," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 614-642.
    11. 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.
    12. Eswar S. Prasad, 2010. "Financial Sector Regulation and Reforms in Emerging Markets: An Overview," NBER Working Papers 16428, National Bureau of Economic Research, Inc.
    13. Peter J. Morgan & Victor Pontines, 2018. "Financial Stability And Financial Inclusion: The Case Of Sme Lending," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 111-124, March.
    14. W. W. Rostow, 1959. "The Stages Of Economic Growth," Economic History Review, Economic History Society, vol. 12(1), pages 1-16, August.
    15. Klapper, Leora & Laeven, Luc & Rajan, Raghuram, 2006. "Entry regulation as a barrier to entrepreneurship," Journal of Financial Economics, Elsevier, vol. 82(3), pages 591-629, December.
    16. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    17. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    18. Mishkin, Frederic S, 1992. "Anatomy of a Financial Crisis," Journal of Evolutionary Economics, Springer, vol. 2(2), pages 115-130, August.
    19. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    20. 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.
    21. Beck, Thorsten & Demirguc-Kunt, Asli & Martinez Peria, Maria Soledad, 2007. "Reaching out: Access to and use of banking services across countries," Journal of Financial Economics, Elsevier, vol. 85(1), pages 234-266, July.
    22. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    23. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    24. Berger, Allen N. & Boubakri, Narjess & Guedhami, Omrane & Li, Xinming, 2019. "Liquidity creation performance and financial stability consequences of Islamic banking: Evidence from a multinational study," Journal of Financial Stability, Elsevier, vol. 44(C).
    25. Gamze Ozturk Danisman & Amine Tarazi, 2020. "Financial inclusion and bank stability: evidence from Europe," The European Journal of Finance, Taylor & Francis Journals, vol. 26(18), pages 1842-1855, December.
    26. Augusto de la Torre & Erik Feyen & Alain Ize, 2013. "Financial Development: Structure and Dynamics," The World Bank Economic Review, World Bank, vol. 27(3), pages 514-541.
    27. Dean Karlan & Aishwarya Lakshmi Ratan & Jonathan Zinman, 2014. "Savings by and for the Poor: A Research Review and Agenda," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(1), pages 36-78, March.
    28. Bertay, Ata Can & Demirgüç-Kunt, Asli & Huizinga, Harry, 2013. "Do we need big banks? Evidence on performance, strategy and market discipline," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 532-558.
    29. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2010. "Financial Institutions and Markets across Countries and over Time: The Updated Financial Development and Structure Database," The World Bank Economic Review, World Bank, vol. 24(1), pages 77-92, January.
    30. Hasanul Banna & Md Rabiul Alam, 2020. "Islamic Banking Efficiency And Inclusive Sustainable Growth: The Role Of Financial Inclusion," Journal of Islamic Monetary Economics and Finance, Bank Indonesia, vol. 6(1), pages 213-242, February.
    31. Khan, Muhammad Saifuddin & Scheule, Harald & Wu, Eliza, 2017. "Funding liquidity and bank risk taking," Journal of Banking & Finance, Elsevier, vol. 82(C), pages 203-216.
    32. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    33. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    34. Hannig, Alfred & Jansen, Stefan, 2010. "Financial Inclusion and Financial Stability: Current Policy Issues," ADBI Working Papers 259, Asian Development Bank Institute.
    35. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    36. Ayadi, Rym & De Groen, Willem Pieter, 2014. "Banking Business Models Monitor 2014: Europe," CEPS Papers 9713, Centre for European Policy Studies.
    37. Thorsten Beck & Asli Demirgüç-Kunt & María Pería, 2011. "Bank Financing for SMEs: Evidence Across Countries and Bank Ownership Types," Journal of Financial Services Research, Springer;Western Finance Association, vol. 39(1), pages 35-54, April.
    38. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    39. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    40. Hasanul Banna & Md Rabiul Alam, 2020. "Islamic Banking Efficiency And Inclusive Sustainable Growth: The Role Of Financial Inclusion," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 6(1), pages 213-242.
    41. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    42. 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.
    43. Smaoui, Houcem & Mimouni, Karim & Miniaoui, Héla & Temimi, Akram, 2020. "Funding liquidity risk and banks' risk-taking: Evidence from Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    44. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    45. Beck, T.H.L. & Demirgüc-Kunt, A. & Martinez Peria, M., 2011. "Banking financing for SME's : Evidence across countries and bank ownership types," Other publications TiSEM c4d491c9-2cc6-40f6-ad55-a, Tilburg University, School of Economics and Management.
    46. Enrique G. Mendoza & Vincenzo Quadrini & José-Víctor Ríos-Rull, 2009. "Financial Integration, Financial Development, and Global Imbalances," Journal of Political Economy, University of Chicago Press, vol. 117(3), pages 371-416, June.
    47. 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.
    48. Ms. Era Dabla-Norris & Ms. Kalpana Kochhar & Mrs. Nujin Suphaphiphat & Mr. Franto Ricka & Ms. Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality: A Global Perspective," IMF Staff Discussion Notes 2015/013, International Monetary Fund.
    49. Abduallah Alfadli & Husam Rjoub, 2020. "The impacts of bank-specific, industry-specific and macroeconomic variables on commercial bank financial performance: evidence from the Gulf cooperation council countries," Applied Economics Letters, Taylor & Francis Journals, vol. 27(15), pages 1284-1288, September.
    50. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe, 2017. "Financial inclusion and inclusive growth : a review of recent empirical evidence," Policy Research Working Paper Series 8040, The World Bank.
    51. Han, Rui & Melecky, Martin, 2013. "Financial inclusion for financial stability : access to bank deposits and the growth of deposits in the Global Financial Crisis," Policy Research Working Paper Series 6577, The World Bank.
    52. Houston, Joel F. & Lin, Chen & Lin, Ping & Ma, Yue, 2010. "Creditor rights, information sharing, and bank risk taking," Journal of Financial Economics, Elsevier, vol. 96(3), pages 485-512, June.
    53. Kim, Hakkon & Batten, Jonathan A. & Ryu, Doojin, 2020. "Financial crisis, bank diversification, and financial stability: OECD countries," International Review of Economics & Finance, Elsevier, vol. 65(C), pages 94-104.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    2. Wang, Rui & Luo, Hang (Robin), 2022. "How does financial inclusion affect bank stability in emerging economies?," Emerging Markets Review, Elsevier, vol. 51(PA).
    3. 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.
    4. Damane, Moeti & Ho, Sin-Yu, 2024. "The impact of financial inclusion on financial stability: review of theories and international evidence," MPRA Paper 120369, University Library of Munich, Germany.
    5. Damane, Moeti & Ho, Sin-Yu, 2024. "Effects of financial inclusion on financial stability: evidence from ssa countries," MPRA Paper 120238, University Library of Munich, Germany.
    6. Smaoui, Houcem & Mimouni, Karim & Miniaoui, Héla & Temimi, Akram, 2020. "Funding liquidity risk and banks' risk-taking: Evidence from Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    7. Peterson K. Ozili, 2021. "Financial inclusion research around the world: A review," Forum for Social Economics, Taylor & Francis Journals, vol. 50(4), pages 457-479, October.
    8. Sadeq Damrah & Mohammad I. Elian & Mohamad Atyeh & Fekri Ali Shawtari & Ahmed Bani-Mustafa, 2023. "A Linear Mixed Model Approach for Determining the Effect of Financial Inclusion on Bank Stability: Comparative Empirical Evidence for Islamic and Conventional Banks in Kuwait," Mathematics, MDPI, vol. 11(7), pages 1-17, April.
    9. Imad A. Moosa, 2022. "Fintech," Books, Edward Elgar Publishing, number 21229.
    10. Feghali, Khalil & Mora, Nada & Nassif, Pamela, 2021. "Financial inclusion, bank market structure, and financial stability: International evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 236-257.
    11. Brei, Michael & Gadanecz, Blaise & Mehrotra, Aaron, 2020. "SME lending and banking system stability: Some mechanisms at work," Emerging Markets Review, Elsevier, vol. 43(C).
    12. Anh The Vo & Loan Thi-Hong Van & Duc Hong Vo & Michael Mcaleer, 2019. "Financial Inclusion And Macroeconomic Stability In Emerging And Frontier Markets," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 1-15, June.
    13. Marcelin, Isaac & Egbendewe, Aklesso Y.G. & Oloufade, Djoulassi K. & Sun, Wei, 2022. "Financial inclusion, bank ownership, and economy performance: Evidence from developing countries," Finance Research Letters, Elsevier, vol. 46(PA).
    14. Shruti Malik & Girish Chandra Maheshwari & Archana Singh, 2019. "Understanding Financial Inclusion in India: A Theoretical Framework Building Through SAP–LAP and Efficient IRP," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(2), pages 117-140, June.
    15. Akbar, Syed Waqar & Rehman, Ajid Ur & Bouri, Elie & Ijaz, Muhammad Shahzad & Arshad, Imran, 2024. "Socio-economic issues and bank stability: The moderating role of competition," Research in International Business and Finance, Elsevier, vol. 71(C).
    16. Han, Rui & Melecky, Martin, 2017. "Broader use of saving products among people can make deposit funding of the banking system more resilient," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 89-102.
    17. Mugabil Isayev, 2024. "Unraveling the interplay of financial inclusion, stability, and shadow banking in emerging markets," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-17, April.
    18. Gamze Ozturk Danisman & Amine Tarazi, 2020. "Financial inclusion and bank stability: evidence from Europe," The European Journal of Finance, Taylor & Francis Journals, vol. 26(18), pages 1842-1855, December.
    19. Nicole Jonker & Anneke Kosse, 2020. "The interplay of financial education, financial literacy, financial inclusion and financial, stability: Any lessons for the current Big Tech era?," Working Papers 692, DNB.
    20. Ma, Yechi & Ding, Yibing & Bu, Ziwen & Li, Suyang, 2024. "Political freedom and financial inclusion: Unraveling social trust and political rent-seeking," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 46-65.

    More about this item

    Keywords

    Banks’ risk-taking; Z-score; Fintech; Financial inclusion; Financial stability;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:intfin:v:75:y:2021:i:c:s1042443121001578. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/intfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.