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Does Digital Financial Inclusion Matter For Bank Risk-Taking? Evidence From The Dual-Banking System

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  • Hasanul Banna

    (UAC, Universiti Malaya, Malaysia)

  • Md Rabiul Alam

    (Universiti Malaya, Malaysia)

Abstract

This paper examines the nexus between digital financial inclusion (DFI) and levels of bank risk-taking, using a sample of 283 commercial banks (Islamic and conventional) from six countries over the period 2011 to 2019 and deploying panel-corrected standard errors, two-stage least squares-instrumental variables and dynamic panel two-step generalized method of moments estimators. The findings suggest that Islamic banks take more risks than their counterpart conventional banks. The empirical evidence also indicates that an increase in the DFI index score reduces the overall level of bank risk-taking and increases that of banking stability for commercial and conventional banks compared to Islamic ones. A strong association between DFI and bank risk-taking suggests that DFI not only reduces the default risk, leverage risk and portfolio risk of banks, but also increases financial mobility in the sample countries. Consequently, an inclusive digitalised banking industry ensures sustainable economic growth, which is likely to help maintain financial sustainability in times of crisis such as the Covid-19 pandemic. Our results are shown to be robust by various robustness checks. The study contributes to both the Islamic and conventional banking, as well as the digital financial inclusion, literature. The findings of the study provide various policy implications for policymakers and standard-setters in the countries examined.

Suggested Citation

  • 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.
  • Handle: RePEc:idn:jimfjn:v:7:y:2021:i:2h:p:401-430
    DOI: https://doi.org/10.21098/jimf.v7i2.1320
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    1. 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.
    2. Joseph P. Hughes & Loretta J. Mester, 2008. "Efficiency in Banking: Theory, Practice, and Evidence," Departmental Working Papers 200801, Rutgers University, Department of Economics.
    3. 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.
    4. 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.
    5. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    6. 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.
    7. Anginer, Deniz & Demirguc-Kunt, Asli & Huizinga, Harry & Ma, Kebin, 2013. "How does corporate governance affect bank capitalization strategies ?," Policy Research Working Paper Series 6636, The World Bank.
    8. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    9. Anderson, Ronald C. & Fraser, Donald R., 2000. "Corporate control, bank risk taking, and the health of the banking industry," Journal of Banking & Finance, Elsevier, vol. 24(8), pages 1383-1398, August.
    10. 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.
    11. Thorsten Beck & Chen Lin & Yue Ma, 2014. "Why Do Firms Evade Taxes? The Role of Information Sharing and Financial Sector Outreach," Journal of Finance, American Finance Association, vol. 69(2), pages 763-817, April.
    12. 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.
    13. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    14. 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.
    15. Ashraf, Badar Nadeem & Zheng, Changjun & Arshad, Sidra, 2016. "Effects of national culture on bank risk-taking behavior," Research in International Business and Finance, Elsevier, vol. 37(C), pages 309-326.
    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. Cubillas, Elena & González, Francisco, 2014. "Financial liberalization and bank risk-taking: International evidence," Journal of Financial Stability, Elsevier, vol. 11(C), pages 32-48.
    18. 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.
    19. 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.
    20. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    21. Agoraki, Maria-Eleni K. & Delis, Manthos D. & Pasiouras, Fotios, 2011. "Regulations, competition and bank risk-taking in transition countries," Journal of Financial Stability, Elsevier, vol. 7(1), pages 38-48, January.
    22. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    23. Andrew Atkeson, 2020. "What Will Be the Economic Impact of COVID-19 in the US? Rough Estimates of Disease Scenarios," NBER Working Papers 26867, National Bureau of Economic Research, Inc.
    24. Marcin Kacperczyk & Philipp Schnabl, 2013. "How Safe Are Money Market Funds?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 1073-1122.
    25. Naceur, Sami Ben & Omran, Mohammed, 2011. "The effects of bank regulations, competition, and financial reforms on banks' performance," Emerging Markets Review, Elsevier, vol. 12(1), pages 1-20, March.
    26. Wolf Wagner, 2010. "Loan Market Competition and Bank Risk-Taking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 37(1), pages 71-81, February.
    27. 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.
    28. Beltratti, Andrea & Stulz, René M., 2012. "The credit crisis around the globe: Why did some banks perform better?," Journal of Financial Economics, Elsevier, vol. 105(1), pages 1-17.
    29. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    30. Lei Li & Philip E. Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," NBER Working Papers 27256, National Bureau of Economic Research, Inc.
    31. 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.
    32. Leora Klapper, 2023. "How digital payments can benefit entrepreneurs," IZA World of Labor, Institute of Labor Economics (IZA), pages 396-396, April.
    33. Lei Li & Philip E Strahan & Song Zhang, 2020. "Banks as Lenders of First Resort: Evidence from the COVID-19 Crisis," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 472-500.
    34. Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011. "Efficiency and risk in European banking," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
    35. Yener Altunbas & Santiago Carbo & Edward P.M. Gardener & Philip Molyneux, 2007. "Examining the Relationships between Capital, Risk and Efficiency in European Banking," European Financial Management, European Financial Management Association, vol. 13(1), pages 49-70, January.
    36. Black, Lamont K. & Hazelwood, Lieu N., 2013. "The effect of TARP on bank risk-taking," Journal of Financial Stability, Elsevier, vol. 9(4), pages 790-803.
    37. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    38. Ashraf, Badar Nadeem, 2017. "Political institutions and bank risk-taking behavior," Journal of Financial Stability, Elsevier, vol. 29(C), pages 13-35.
    39. Emir Malikov & Diego Restrepo-Tobón & Subal Kumbhakar, 2015. "Estimation of banking technology under credit uncertainty," Empirical Economics, Springer, vol. 49(1), pages 185-211, August.
    40. García-Kuhnert, Yamileh & Marchica, Maria-Teresa & Mura, Roberto, 2015. "Shareholder diversification and bank risk-taking," Journal of Financial Intermediation, Elsevier, vol. 24(4), pages 602-635.
    41. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    42. Michael Koetter, 2008. "The stability of bank efficiency rankings when risk preferences and objectives are different," The European Journal of Finance, Taylor & Francis Journals, vol. 14(2), pages 115-135.
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    2. 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.
    3. Abubakar, Jamila & Bashayer AlQashouti, Bashayer AlQashouti & Aysan, Ahmet Faruk & Unal, Ibrahim Musa, 2022. "Is Islamic Finance A Panacea for Global Economic Disruptions After COVID-19," MPRA Paper 116883, University Library of Munich, Germany.
    4. Segun Kamoru FAKUNMOJU, 2023. "Naira Digitalization and Financial Stability of Selected Deposit Money Bank in Nigeria: Are Nigeria Bank Ready?," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 2, pages 83-89.
    5. Qilong Wan & Xiaodong Miao & Chenguang Wang & Hasan Dinçer & Serhat Yüksel, 2023. "A hybrid decision support system with golden cut and bipolar q-ROFSs for evaluating the risk-based strategic priorities of fintech lending for clean energy projects," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-25, December.
    6. Muhammad Rabiu Danlami & Muhamad Abduh & Lutfi Abdul Razak, 2022. "CAMELS, risk-sharing financing, institutional quality and stability of Islamic banks: evidence from 6 OIC countries," Journal of Islamic Accounting and Business Research, Emerald Group Publishing Limited, vol. 13(8), pages 1155-1175, June.
    7. Ding, Qiaoying & He, Wensheng, 2023. "Digital transformation, monetary policy and risk-taking of banks," Finance Research Letters, Elsevier, vol. 55(PB).
    8. Ruan, Jia & Jiang, Ruishi, 2024. "Does digital inclusive finance affect the credit risk of commercial banks?," Finance Research Letters, Elsevier, vol. 62(PA).

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    More about this item

    Keywords

    Digital financial inclusion index; Dual-banking; Bank risk-taking; Covid-19;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F65 - International Economics - - Economic Impacts of Globalization - - - Finance
    • 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

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