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Measurement of the displaced commercial risk in Islamic Banks

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  • Toumi, Kaouther
  • Viviani, Jean-Laurent
  • Chayeh, Zeinab

Abstract

The objective of the research is to quantify the displaced commercial risk (DCR) based on quantitative finance techniques. We develop an internal model based on the Value-at-risk (VaR) measure of risk to assess the DCR-VaR and the alpha coefficient αCAR in the capital adequacy ratio of Islamic banks. We identify first the scenarios of exposure of Islamic banks to DCR that depend on the actual return on unrestricted profit sharing investment accounts (PSIAU), the benchmark return as well as the level of the existing profit equalization reserve (PER) and investment risk reserve (IRR). Second, we quantify the DCR-VaR and the alpha coefficient αCAR−VaR for a given holding period and for given confidence level. We illustrate the DCR-VaR model on selected Islamic banks from Bahrain. Our model helps to better assess the needed equity to cover the DCR and an accurate capital adequacy ratio for Islamic banks. The model has also policy implications for regulators and the IFSB to develop better guidance on good practices in managing this risk.

Suggested Citation

  • Toumi, Kaouther & Viviani, Jean-Laurent & Chayeh, Zeinab, 2019. "Measurement of the displaced commercial risk in Islamic Banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 18-31.
  • Handle: RePEc:eee:quaeco:v:74:y:2019:i:c:p:18-31
    DOI: 10.1016/j.qref.2018.03.001
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    References listed on IDEAS

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    1. Aledjandro Lopez Mejia & Suliman Aljabrin & Rachid Awad & Mr. Mohamed Norat & Mr. In W Song, 2014. "Regulation and Supervision of Islamic Banks," IMF Working Papers 2014/219, International Monetary Fund.
    2. Yamai, Yasuhiro & Yoshiba, Toshinao, 2005. "Value-at-risk versus expected shortfall: A practical perspective," Journal of Banking & Finance, Elsevier, vol. 29(4), pages 997-1015, April.
    3. Kaouther Toumi & Waël Louhichi & Jean-Laurent Viviani, 2012. "Alternative financial decision principles: Theoretical foundations of islamic banks capital structure," Post-Print halshs-00765913, HAL.
    4. Karim, Rifaat Ahmed Abdel, 2001. "International accounting harmonization, banking regulation, and Islamic banks," The International Journal of Accounting, Elsevier, vol. 36(2), pages 169-193, May.
    5. Kaplanski, Guy & Levy, Haim, 2007. "Basel's value-at-risk capital requirement regulation: An efficiency analysis," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1887-1906, June.
    6. Berger, Allen N. & Herring, Richard J. & Szego, Giorgio P., 1995. "The role of capital in financial institutions," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 393-430, June.
    7. Pejman Abedifar & Philip Molyneux & Amine Tarazi, 2013. "Risk in Islamic Banking," Review of Finance, European Finance Association, vol. 17(6), pages 2035-2096.
    8. MacDonald, A. & Scarrott, C.J. & Lee, D. & Darlow, B. & Reale, M. & Russell, G., 2011. "A flexible extreme value mixture model," Computational Statistics & Data Analysis, Elsevier, vol. 55(6), pages 2137-2157, June.
    9. Mr. Alfred Kammer & Mr. Mohamed Norat & Mr. Marco A. Piñón-Farah & Mr. Ananthakrishnan Prasad & Mr. Christopher M Towe & Mr. Zeine Zeidane, 2015. "Islamic Finance: Opportunities, Challenges, and Policy Options," IMF Staff Discussion Notes 2015/005, International Monetary Fund.
    10. Saita, Francesco, 2007. "Value at Risk and Bank Capital Management," Elsevier Monographs, Elsevier, edition 1, number 9780123694669.
    11. Danielsson, Jon & Zigrand, Jean-Pierre, 2006. "On time-scaling of risk and the square-root-of-time rule," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2701-2713, October.
    12. Kaouther Toumi & Jean-Laurent Viviani, 2013. "Le risque lié aux comptes d'investissement participatifs : un risque propre aux banques islamiques," Post-Print halshs-00869903, HAL.
    13. Alfred Kammer & Mohamed Norat & Marco Pinon & Ananthakrishnan Prasad & Christopher M Towe & Zeine Zeidane, 2015. "Islamic Finance; Opportunities, Challenges, and Policy Options," IMF Staff Discussion Notes 15/5, International Monetary Fund.
    14. Farook, Sayd & Hassan, M. Kabir & Clinch, Gregory, 2012. "Profit distribution management by Islamic banks: An empirical investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 52(3), pages 333-347.
    15. Jean-Laurent Viviani & Kaouther Toumi & Lofti Belkacem, 2011. "Actual risk sharing measurement in Islamic Banks," Post-Print halshs-00658395, HAL.
    16. Daher, Hassan & Masih, Mansur & Ibrahim, Mansor, 2015. "The unique risk exposures of Islamic banks’ capital buffers: A dynamic panel data analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 36(C), pages 36-52.
    17. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    18. Simon Archer & Rifaat Ahmed Abdel Karim, 2006. "On Capital Structure, Risk Sharing And Capital Adequacy In Islamic Banks," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 269-280.
    19. El-Hawary, Dahlia & Grais, Wafik & Iqbal, Zamir, 2007. "Diversity in the regulation of Islamic Financial Institutions," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(5), pages 778-800, February.
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    More about this item

    Keywords

    Displaced commercial risk; Value-at-risk; Extreme value theory; Profit equalization reserve; Investment risk reserve; Capital adequacy ratio;
    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
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • Z12 - Other Special Topics - - Cultural Economics - - - Religion

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