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Board characteristics and MENA banks' credit risk: A fuzzy-set analysis

Author

Listed:
  • Rim Boussaada

    (University of Jendouba, Université de Tunis, GEF2A lab)

  • Aymen Ammari

    (Avicenne private school, THEMA)

  • Nouha Ben Arfa

    (ESTA School of Business and Technology, LAREFI, CEREN)

Abstract

This paper analyzes the relationship between bank governance mechanisms and credit risk in the MENA region. Methodology: Fuzzy-set qualitative comparative analysis (fsQCA) was used to analyze a sample of 38 commercial MENA banks for the period 2004-2015. Findings: We confirm that different combinations of governance mechanisms can yield similar levels of credit risk taking. A single board characteristic is not sufficient to explain the credit policy of MENA banks. The independence of the board appears to be a necessary condition for reducing credit risk. The high proportion of institutional directors is associated with higher credit risk taking. In addition, we find that CEO duality and the high proportion of foreign directors were substitutes for one another. Originality: This research presents an application analysis of fsQCA in the MENA region. We examine the role of optimal configurations of the boards of directors of MENA banks. Unlike techniques previously used to investigate bank governance, such as multiple regression analysis, the fsQCA approach reveals which governance practices are relevant, and which are redundant, for achieving effective control in credit risk management.

Suggested Citation

  • Rim Boussaada & Aymen Ammari & Nouha Ben Arfa, 2018. "Board characteristics and MENA banks' credit risk: A fuzzy-set analysis," Economics Bulletin, AccessEcon, vol. 38(4), pages 2284-2303.
    • Handle: RePEc:ebl:ecbull:eb-18-00961
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    References listed on IDEAS

    as
    1. Thankom Gopinath Arun & John Turner, 2009. "Corporate Governance of Banks in Developing Economies: Concepts and Issues," Chapters, in: Thankom Gopinath Arun & John Turner (ed.), Corporate Governance and Development, chapter 7, Edward Elgar Publishing.
    2. Simpson, W. Gary & Gleason, Anne E., 1999. "Board structure, ownership, and financial distress in banking firms," International Review of Economics & Finance, Elsevier, vol. 8(3), pages 281-292, September.
    3. repec:hal:journl:hal-00785225 is not listed on IDEAS
    4. Gulamhussen, Mohamed Azzim & Santa, Sílvia Fonte, 2015. "Female directors in bank boardrooms and their influence on performance and risk-taking," Global Finance Journal, Elsevier, vol. 28(C), pages 10-23.
    5. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    6. Haque, Faizul & Brown, Kym, 2017. "Bank ownership, regulation and efficiency: Perspectives from the Middle East and North Africa (MENA) Region," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 273-293.
    7. Andres, Pablo de & Vallelado, Eleuterio, 2008. "Corporate governance in banking: The role of the board of directors," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2570-2580, December.
    8. Shams Pathan & Michael Skully & J. Wickramanayake, 2007. "Board Size, Independence and Performance: An Analysis of Thai Banks," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 14(3), pages 211-227, September.
    9. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    10. 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.
    11. Al-Najjar, Basil & Clark, Ephraim, 2017. "Corporate governance and cash holdings in MENA: Evidence from internal and external governance practices," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 1-12.
    12. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, September.
    13. Faleye, Olubunmi & Krishnan, Karthik, 2017. "Risky lending: Does bank corporate governance matter?," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 57-69.
    14. 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.
    15. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    16. Renee B. Adams & Hamid Mehran, 2003. "Is corporate governance different for bank holding companies?," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 123-142.
    17. Barry, Thierno Amadou & Lepetit, Laetitia & Tarazi, Amine, 2011. "Ownership structure and risk in publicly held and privately owned banks," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1327-1340, May.
    18. John A. Pearce & Shaker A. Zahra, 1992. "Board Composition From A Strategic Contingency Perspective," Journal of Management Studies, Wiley Blackwell, vol. 29(4), pages 411-438, July.
    19. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    20. Turk-Ariss, Rima, 2009. "Competitive behavior in Middle East and North Africa banking systems," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 693-710, May.
    21. Rim Boussaada & Daniel Labaronne, 2015. "Ownership Concentration, Board Structure and Credit Risk:The Case of MENA Banks," Bankers, Markets & Investors, ESKA Publishing, issue 139, pages 5-18, November-.
    22. Shehzad, Choudhry Tanveer & de Haan, Jakob & Scholtens, Bert, 2010. "The impact of bank ownership concentration on impaired loans and capital adequacy," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 399-408, February.
    23. Jenifer Piesse & Roger Strange & Fahad Toonsi, 2012. "Is there a distinctive MENA model of corporate governance?," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 16(4), pages 645-681, November.
    24. Barbara Vis, 2012. "The Comparative Advantages of fsQCA and Regression Analysis for Moderately Large-N Analyses," Sociological Methods & Research, , vol. 41(1), pages 168-198, February.
    25. Ghosh, Saibal, 2018. "Governance reforms and performance of MENA banks: Are disclosures effective?," Global Finance Journal, Elsevier, vol. 36(C), pages 78-95.
    26. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 12(Spr), pages 3-20.
    27. Roberto R. Rocha & Zsofia Arvai & Subika Farazi, 2011. "Financial Access and Stability : A Road Map for the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 2360, December.
    28. Lassoued, Naima & Sassi, Houda & Ben Rejeb Attia, Mouna, 2016. "The impact of state and foreign ownership on banking risk: Evidence from the MENA countries," Research in International Business and Finance, Elsevier, vol. 36(C), pages 167-178.
    29. Kenneth J. Rediker & Anju Seth, 1995. "Boards of directors and substitution effects of alternative governance mechanisms," Strategic Management Journal, Wiley Blackwell, vol. 16(2), pages 85-99.
    30. Palvia, Ajay A., 2011. "Banks and managerial discipline: Does regulatory monitoring play a role?," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 56-68, February.
    31. Kyle C. Longest & Stephen Vaisey, 2008. "fuzzy: A program for performing qualitative comparative analyses (QCA) in Stata," Stata Journal, StataCorp LP, vol. 8(1), pages 79-104, February.
    32. Allen N. Berger & Robert DeYoung & Hesna Genay & Gregory F. Udell, 1999. "Globalization of financial institutions: evidence from cross-border banking performance," Working Paper Series WP-99-25, Federal Reserve Bank of Chicago.
    33. Fama, Eugene F, 1980. "Agency Problems and the Theory of the Firm," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 288-307, April.
    34. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Proceedings 213, Federal Reserve Bank of Chicago.
    35. Roberto Rocha, 2011. "Financial Access and Stability : A Road Map for the Middle East and North Africa," World Bank Publications - Reports 10868, The World Bank Group.
    36. Anastasiou, Dimitrios, 2017. "Is ex-post credit risk affected by the cycles? The case of Italian banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 242-248.
    37. Asli Demirguk-Kunt & Thorsten Beck & Ouarda Merrouche, 2013. "Islamic Banking versus Conventional Banking: Business model, Efficiency, and Stability," Post-Print hal-01638080, HAL.
    38. Blair, Roger D & Heggestad, Arnold A, 1978. "Bank Portfolio Regulation and the Probability of Bank Failure: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 10(1), pages 88-93, February.
    39. Elyasiani, Elyas & Jia, Jingyi Jane, 2008. "Institutional ownership stability and BHC performance," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1767-1781, September.
    40. Jonathan R. Macey & Maureen O'Hara, 2003. "The corporate governance of banks," Economic Policy Review, Federal Reserve Bank of New York, vol. 9(Apr), pages 91-107.
    41. Stijn Claessens & Neeltje Van Horen, 2014. "Foreign Banks: Trends and Impact," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 295-326, February.
    42. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    43. Ghosh, Saibal, 2017. "Does central bank governors term in office matter for macroprudential policies? Evidence from MENA banks," Research in International Business and Finance, Elsevier, vol. 40(C), pages 34-51.
    44. Wang, Wei-Kang & Lu, Wen-Min & Lin, Yi-Ling, 2012. "Does corporate governance play an important role in BHC performance? Evidence from the U.S," Economic Modelling, Elsevier, vol. 29(3), pages 751-760.
    45. Grant Kirkpatrick, 2009. "The corporate governance lessons from the financial crisis," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2009(1), pages 61-87.
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    More about this item

    Keywords

    Bank governance; board of directors; credit risk; MENA banks; fuzzy-set QCA;
    All these keywords.

    JEL classification:

    • G2 - Financial Economics - - Financial Institutions and Services
    • G3 - Financial Economics - - Corporate Finance and Governance

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