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Ability of accounting and audit quality variables to predict bank failure during the financial crisis

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  • Jin, Justin Yiqiang
  • Kanagaretnam, Kiridaran
  • Lobo, Gerald J.

Abstract

We examine the ability of selected accounting and audit quality variables measured in a period prior to the financial crisis (i.e., the four quarters of 2006), to predict banks that subsequently failed during the financial crisis. We employ two sets of samples from the US: a troubled banks sample that includes banks that failed in or after 2007 as well as banks classified as being troubled based on profitability, loan quality, and balance sheet position in 2007, and a full sample that includes all banks with available required data. Using the troubled banks sample, we identify six reliable predictors of bank failure: auditor type, auditor industry specialization, Tier 1 capital ratio, proportion of securitized loans, growth in loans, and loan mix. For the larger full sample of banks, we identify the following ten predictors of bank failure: auditor type, Tier 1 capital ratio, proportion of securitized loans, nonperforming loans, loan loss provisions, growth in commercial loans, growth in real estate loans, growth in overall loans, loan mix, and whether the bank is a public bank.

Suggested Citation

  • Jin, Justin Yiqiang & Kanagaretnam, Kiridaran & Lobo, Gerald J., 2011. "Ability of accounting and audit quality variables to predict bank failure during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 35(11), pages 2811-2819, November.
    • Handle: RePEc:eee:jbfina:v:35:y:2011:i:11:p:2811-2819
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    1. 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.
    2. Kiridaran Kanagaretnam & Gerald J. Lobo & Dong†Hoon Yang, 2004. "Joint Tests of Signaling and Income Smoothing through Bank Loan Loss Provisions," Contemporary Accounting Research, John Wiley & Sons, vol. 21(4), pages 843-884, December.
    3. Craswell, Allen T. & Francis, Jere R. & Taylor, Stephen L., 1995. "Auditor brand name reputations and industry specializations," Journal of Accounting and Economics, Elsevier, vol. 20(3), pages 297-322, December.
    4. Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
    5. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    6. Kanagaretnam, Kiridaran & Krishnan, Gopal V. & Lobo, Gerald J., 2009. "Is the market valuation of banks' loan loss provision conditional on auditor reputation?," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1039-1047, June.
    7. Demyanyk, Yuliya & Hasan, Iftekhar, 2010. "Financial crises and bank failures: A review of prediction methods," Omega, Elsevier, vol. 38(5), pages 315-324, October.
    8. Kim, Myung-Sun & Kross, William, 1998. "The impact of the 1989 change in bank capital standards on loan loss provisions and loan write-offs," Journal of Accounting and Economics, Elsevier, vol. 25(1), pages 69-99, February.
    9. Ugur Lel & Darius P. Miller, 2008. "International Cross‐Listing, Firm Performance, and Top Management Turnover: A Test of the Bonding Hypothesis," Journal of Finance, American Finance Association, vol. 63(4), pages 1897-1937, August.
    10. Laux, Christian & Leuz, Christian, 2009. "The crisis of fair-value accounting: Making sense of the recent debate," Accounting, Organizations and Society, Elsevier, vol. 34(6-7), pages 826-834, August.
    11. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    12. Autore, Don M. & Billingsley, Randall S. & Schneller, Meir I., 2009. "Information uncertainty and auditor reputation," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 183-192, February.
    13. 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.
    14. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    15. Kanagaretnam, Kiridaran & Lim, Chee Yeow & Lobo, Gerald J., 2010. "Auditor reputation and earnings management: International evidence from the banking industry," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2318-2327, October.
    16. Mary Barth & Wayne Landsman, 2010. "How did Financial Reporting Contribute to the Financial Crisis?," European Accounting Review, Taylor & Francis Journals, vol. 19(3), pages 399-423.
    17. Anil K. Kashyap & Raghuram G. Rajan & Jeremy C. Stein, 2008. "Rethinking capital regulation," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 431-471.
    18. repec:zbw:bofrdp:2009_035 is not listed on IDEAS
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