IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v34y2015icp327-353.html
   My bibliography  Save this article

Comparative credit risk in Islamic and conventional bank

Author

Listed:
  • Kabir, Md. Nurul
  • Worthington, Andrew
  • Gupta, Rakesh

Abstract

In this paper, we consider the levels of credit risk in Islamic and conventional banks. One problem with existing studies is the use of accounting information alone to assess credit risk, and this could be especially misleading with Islamic banking. Using a market-based credit risk measure, Merton's distance-to-default (DD) model, we evaluate the credit risk of 156 conventional banks and 37 Islamic banks across 13 countries between 2000 and 2012. We also calculate the accounting information-based Z-score and nonperforming loan (NPL) ratio for the purpose of comparison. Our results show that Islamic banks have significantly lower credit risk than conventional banks as based on DD. In contrast, and as expected, Islamic banks display much higher credit risk using the Z-score and NPL ratio. These findings suggest that the measure chosen plays a significant role in assessing the actual credit risk of Islamic banks.

Suggested Citation

  • Kabir, Md. Nurul & Worthington, Andrew & Gupta, Rakesh, 2015. "Comparative credit risk in Islamic and conventional bank," Pacific-Basin Finance Journal, Elsevier, vol. 34(C), pages 327-353.
  • Handle: RePEc:eee:pacfin:v:34:y:2015:i:c:p:327-353
    DOI: 10.1016/j.pacfin.2015.06.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X1500075X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2015.06.001?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. Mohamed Ariff & Munawar Iqbal, 2011. "Introduction to Islamic Financial Institutions," Chapters, in: Mohamed Ariff & Munawar Iqbal (ed.), The Foundations of Islamic Banking, chapter 1, Edward Elgar Publishing.
    2. Baele, Lieven & Farooq, Moazzam & Ongena, Steven, 2014. "Of religion and redemption: Evidence from default on Islamic loans," Journal of Banking & Finance, Elsevier, vol. 44(C), pages 141-159.
    3. 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.
    4. Khawla Bourkhis & Mahmoud Sami Nabi, 2013. "Islamic and conventional banks' soundness during the 2007–2008 financial crisis," Review of Financial Economics, John Wiley & Sons, vol. 22(2), pages 68-77, April.
    5. Abdul-Rahman, Aisyah & Abdul Latif, Radziah & Muda, Ruhaini & Abdullah, Muhammad Azmi, 2014. "Failure and potential of profit-loss sharing contracts: A perspective of New Institutional, Economic (NIE) Theory," Pacific-Basin Finance Journal, Elsevier, vol. 28(C), pages 136-151.
    6. Habib Ahmed & Tariqullah Khan, 2007. "Risk Management in Islamic Banking," Chapters, in: M. Kabir Hassan & Mervyn K. Lewis (ed.), Handbook of Islamic Banking, chapter 10, Edward Elgar Publishing.
    7. David E Allen & Robert Powell, 2012. "The fluctuating default risk of Australian banks," Australian Journal of Management, Australian School of Business, vol. 37(2), pages 297-325, August.
    8. Gabriel Jimenez & Jose A. Lopez & Jesus Saurina, 2007. "How does competition impact bank risk-taking?," Working Paper Series 2007-23, Federal Reserve Bank of San Francisco.
    9. Asli Demirguk-Kunt & Thorsten Beck & Ouarda Merrouche, 2013. "Islamic Banking versus Conventional Banking: Business model, Efficiency, and Stability," Post-Print hal-01638080, HAL.
    10. International Monetary Fund, 2002. "Islamic Financial Institutions and Products in the Global Financial System: Key Issues in Risk Management and Challenges Ahead," IMF Working Papers 2002/192, International Monetary Fund.
    11. Altman, Edward I. & Saunders, Anthony, 1997. "Credit risk measurement: Developments over the last 20 years," Journal of Banking & Finance, Elsevier, vol. 21(11-12), pages 1721-1742, December.
    12. Anginer, Deniz & Demirguc-Kunt, Asli, 2014. "Has the global banking system become more fragile over time?," Journal of Financial Stability, Elsevier, vol. 13(C), pages 202-213.
    13. 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.
    14. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    15. Agarwal, Vineet & Taffler, Richard, 2008. "Comparing the performance of market-based and accounting-based bankruptcy prediction models," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1541-1551, August.
    16. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    17. Beck, Thorsten & Demirgüç-Kunt, Asli & Merrouche, Ouarda, 2013. "Islamic vs. conventional banking: Business model, efficiency and stability," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 433-447.
    18. 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.
    19. Munawar Iqbal & David T. Llewellyn (ed.), 2002. "Islamic Banking and Finance," Books, Edward Elgar Publishing, number 2499.
    20. Simon Kwan & Robert Eisenbeis, 1997. "Bank Risk, Capitalization, and Operating Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(2), pages 117-131, October.
    21. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    22. Mr. Jemma Dridi & Maher Hasan, 2010. "The Effects of the Global Crisison Islamic and Conventional Banks: A Comparative Study," IMF Working Papers 2010/201, International Monetary Fund.
    23. Elgari, Mohamed Ali, 2003. "Credit Risk In Islamic Banking And Finance," Islamic Economic Studies, The Islamic Research and Training Institute (IRTI), vol. 10, pages 2-25.
    24. Chong, Beng Soon & Liu, Ming-Hua, 2009. "Islamic banking: Interest-free or interest-based?," Pacific-Basin Finance Journal, Elsevier, vol. 17(1), pages 125-144, January.
    25. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    26. McAllister, Patrick H. & McManus, Douglas, 1993. "Resolving the scale efficiency puzzle in banking," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 389-405, April.
    27. Crouhy, Michel & Galai, Dan & Mark, Robert, 2000. "A comparative analysis of current credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 59-117, January.
    28. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    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. Lassoued, Mongi, 2018. "Comparative study on credit risk in Islamic banking institutions: The case of Malaysia," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 267-278.
    2. Abuzayed, Bana & Al-Fayoumi, Nedal & Molyneux, Phil, 2018. "Diversification and bank stability in the GCC," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 57(C), pages 17-43.
    3. Saeed, Momna & Izzeldin, Marwan, 2016. "Examining the relationship between default risk and efficiency in Islamic and conventional banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 127-154.
    4. Smaoui, Houcem & Ghouma, Hatem, 2020. "Sukuk market development and Islamic banks’ capital ratios," Research in International Business and Finance, Elsevier, vol. 51(C).
    5. Abedifar, Pejman & Hasan, Iftekhar & Tarazi, Amine, 2016. "Finance-growth nexus and dual-banking systems: Relative importance of Islamic banks," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 198-215.
    6. Hassan, M. Kabir & Aliyu, Sirajo, 2018. "A contemporary survey of islamic banking literature," Journal of Financial Stability, Elsevier, vol. 34(C), pages 12-43.
    7. Safiullah, Md & Shamsuddin, Abul, 2018. "Risk in Islamic banking and corporate governance," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 129-149.
    8. Alqahtani, Faisal & Mayes, David G., 2018. "Financial stability of Islamic banking and the global financial crisis: Evidence from the Gulf Cooperation Council," Economic Systems, Elsevier, vol. 42(2), pages 346-360.
    9. Saeed, Momna & Izzeldin, Marwan & Hassan, M. Kabir & Pappas, Vasileios, 2020. "The inter-temporal relationship between risk, capital and efficiency: The case of Islamic and conventional banks," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
    10. Pejman Abedifar & Shahid M. Ebrahim & Philip Molyneux & Amine Tarazi, 2015. "Islamic Banking And Finance: Recent Empirical Literature And Directions For Future Research," Journal of Economic Surveys, Wiley Blackwell, vol. 29(4), pages 637-670, September.
    11. Moazzam Farooq & Sweder van Wijnbergen & Sajjad Zaheer, 2015. "Will Islamic Banking make the World less risky? An Empirical Analysis of Capital Structure, Risk Shifting and Financial Stability," Tinbergen Institute Discussion Papers 15-051/VI/DSF92, Tinbergen Institute.
    12. Olson, Dennis & Zoubi, Taisier, 2017. "Convergence in bank performance for commercial and Islamic banks during and after the Global Financial Crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 65(C), pages 71-87.
    13. Ghassan, Hassan B. & Krichene, Noureddine, 2017. "Financial Stability of Conventional and Islamic Banks: A Survey," MPRA Paper 82372, University Library of Munich, Germany.
    14. Khediri, Karim Ben & Charfeddine, Lanouar & Youssef, Slah Ben, 2015. "Islamic versus conventional banks in the GCC countries: A comparative study using classification techniques," Research in International Business and Finance, Elsevier, vol. 33(C), pages 75-98.
    15. Salma Louati & Younes Boujelbene, 2021. "Basel Regulations and Banks’ Risk-efficiency Nexus: Evidence from Dynamic Simultaneous-equation Models," Journal of African Business, Taylor & Francis Journals, vol. 22(4), pages 578-602, October.
    16. Izzeldin, Marwan & Johnes, Jill & Ongena, Steven & Pappas, Vasileios & Tsionas, Mike, 2021. "Efficiency convergence in Islamic and conventional banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 70(C).
    17. Paolo Giudici & Shatha Hashem, 2015. "Systemic risk of Islamic Banks," DEM Working Papers Series 103, University of Pavia, Department of Economics and Management.
    18. Bitar, Mohammad & Madiès, Philippe & Taramasco, Ollivier, 2017. "What makes Islamic banks different? A multivariate approach," Economic Systems, Elsevier, vol. 41(2), pages 215-235.
    19. repec:ipg:wpaper:2014-505 is not listed on IDEAS
    20. Ibrahim, Mansor H., 2016. "Business cycle and bank lending procyclicality in a dual banking system," Economic Modelling, Elsevier, vol. 55(C), pages 127-134.
    21. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.

    More about this item

    Keywords

    Credit risk; Distance-to-default; Z-scores; Nonperforming loans; Islamic banking;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:pacfin:v:34:y:2015:i:c:p:327-353. 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/pacfin .

    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.