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Predicting bank failures: The leverage versus the risk-weighted capital ratio

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  • Xi Yang

Abstract

This paper investigates the efficiency of leverage ratios and risk-weighted capital ratios as bank failure predictors during the global financial crisis. Analyzing 417 bank failures between 2008 and 2012, we find that the predictive power of different capital ratios is not homogeneous across banks. The simple leverage ratio outperforms the risk-weighted ratio in predicting failures of large banks, while both capital ratios are important in predicting the failure of smaller banks. The better performance of the leverage ratio in the case of large banks is especially important during the crisis period of 2008-2010. The findings support the regulatory reforms proposed by Basel Committee on Banking Supervision on the adoption of a supplementary minimum leverage ratio in order to strengthen the resilience of the bank sector.

Suggested Citation

  • Xi Yang, 2016. "Predicting bank failures: The leverage versus the risk-weighted capital ratio," EconomiX Working Papers 2016-15, University of Paris Nanterre, EconomiX.
    • Handle: RePEc:drm:wpaper:2016-15
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    1. Repullo, Rafael & Suarez, Javier, 2008. "The Procyclical Effects of Basel II," CEPR Discussion Papers 6862, C.E.P.R. Discussion Papers.
    2. Asli Demirguc-Kunt & Enrica Detragiache & Ouarda Merrouche, 2013. "Bank Capital: Lessons from the Financial Crisis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(6), pages 1147-1164, September.
    3. Berger, Allen N. & Bouwman, Christa H.S., 2013. "How does capital affect bank performance during financial crises?," Journal of Financial Economics, Elsevier, vol. 109(1), pages 146-176.
    4. King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
    5. Michel Aglietta & Laurence Scialom, 2010. "A Systemic Approach to Financial Regulation: a European Perspective," International Economics, CEPII research center, issue 123, pages 31-65.
    6. Arturo Estrella & Sangkyun Park & Stavros Peristiani, 2000. "Capital ratios as predictors of bank failure," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 33-52.
    7. repec:cii:cepiei:2010-july-123-7 is not listed on IDEAS
    8. Vincent Bouvatier & Michael Brei & Xi Yang, 2014. "Bank Failures and the Source of Strength Doctrine," EconomiX Working Papers 2014-15, University of Paris Nanterre, EconomiX.
    9. Mariathasan, Mike & Merrouche, Ouarda, 2014. "The manipulation of basel risk-weights," Journal of Financial Intermediation, Elsevier, vol. 23(3), pages 300-321.
    10. Drehmann, Mathias & Juselius, Mikael, 2014. "Evaluating early warning indicators of banking crises: Satisfying policy requirements," International Journal of Forecasting, Elsevier, vol. 30(3), pages 759-780.
    11. Michael Brei & Leonardo Gambacorta, 2016. "Are bank capital ratios pro-cyclical? New evidence and perspectives," Economic Policy, CEPR;CES;MSH, vol. 31(86), pages 357-403.
    12. Rebel Cole & Lawrence White, 2012. "Déjà Vu All Over Again: The Causes of U.S. Commercial Bank Failures This Time Around," Journal of Financial Services Research, Springer;Western Finance Association, vol. 42(1), pages 5-29, October.
    13. Gordy, Michael B. & Howells, Bradley, 2006. "Procyclicality in Basel II: Can we treat the disease without killing the patient?," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 395-417, July.
    14. Kenneth Spong, 2000. "Banking regulation : its purposes, implementation, and effects," Monograph, Federal Reserve Bank of Kansas City, number 2000bria.
    15. Gordy, Michael B., 2003. "A risk-factor model foundation for ratings-based bank capital rules," Journal of Financial Intermediation, Elsevier, vol. 12(3), pages 199-232, July.
    16. Adam B. Ashcraft, 2008. "Are Bank Holding Companies a Source of Strength to Their Banking Subsidiaries?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(2-3), pages 273-294, March.
    17. David C. Wheelock & Paul W. Wilson, 2000. "Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 127-138, February.
    18. DeYoung, Robert & Torna, Gökhan, 2013. "Nontraditional banking activities and bank failures during the financial crisis," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 397-421.
    19. Cornett, Marcia Millon & Li, Lei & Tehranian, Hassan, 2013. "The performance of banks around the receipt and repayment of TARP funds: Over-achievers versus under-achievers," Journal of Banking & Finance, Elsevier, vol. 37(3), pages 730-746.
    20. repec:cii:cepiie:2010-july-123-7 is not listed on IDEAS
    21. Adrian Blundell-Wignall & Caroline Roulet, 2013. "Business models of banks, leverage and the distance-to-default," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2012(2), pages 7-34.
    22. Dermine, Jean, 2015. "Basel III leverage ratio requirement and the probability of bank runs," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 266-277.
    23. Martin Hellwig, 2010. "Capital Regulation after the Crisis: Business as Usual?," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 8(02), pages 40-46, July.
    24. repec:erf:erfstu:78 is not listed on IDEAS
    25. R. Alton Gilbert & Courtenay C. Stone & Michael E. Trebing, 1985. "The new bank capital adequacy standards," Review, Federal Reserve Bank of St. Louis, vol. 67(May), pages 12-20.
    26. repec:ces:ifodic:v:8:y:2010:i:2:p:14566986 is not listed on IDEAS
    27. Li, Lei, 2013. "TARP funds distribution and bank loan supply," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4777-4792.
    28. Martin Hellwig, 2010. "Capital Regulation after the Crisis: Business as Usual?," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 8(2), pages 40-46, 07.
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    Cited by:

    1. Davis, E. Philip & Karim, Dilruba & Noel, Dennison, 2022. "The effects of macroprudential policy on banks' profitability," International Review of Financial Analysis, Elsevier, vol. 80(C).
    2. Davis, E. Philip & Karim, Dilruba & Noel, Dennison, 2020. "The bank capital-competition-risk nexus – A global perspective," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 65(C).
    3. E Philip Davis & Dilruba Karim & Dennison Noel, 2020. "The Effects of Macroprudential Policy on Banks' Profitability," National Institute of Economic and Social Research (NIESR) Discussion Papers 514, National Institute of Economic and Social Research.
    4. E Philip Davis & Dilruba Karim & Dennison Noel, 2019. "Bank Leverage Ratios, Risk and Competition - An Investigation Using Individual Bank Data," National Institute of Economic and Social Research (NIESR) Discussion Papers 499, National Institute of Economic and Social Research.
    5. Davis, E Philip & Ali Abdilahi, Ridwa, 2022. "Econometric Analysis of the Determinants of Bank Profitability in Three Major African Counties: Kenya, Nigeria and South Africa," National Institute of Economic and Social Research (NIESR) Discussion Papers 536, National Institute of Economic and Social Research.

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    More about this item

    Keywords

    leverage ratio; risk-weighted capital ratio; bank failure; CAMELS; Logit model;
    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
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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