Ability of accounting and audit quality variables to predict bank failure during the financial crisis
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.
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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.
- Allen N. Berger & Richard J. Herring & Giorgio P. Szegö, 1995. "The Role of Capital in Financial Institutions," Center for Financial Institutions Working Papers 95-01, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Allen N. Berger & Richard J. Herring & Giorgio P. Szego, 1995. "The role of capital in financial institutions," Finance and Economics Discussion Series 95-23, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Beltratti, Andrea & Stulz, Rene M., 2010. "The Credit Crisis around the Globe: Why Did Some Banks Perform Better?," Working Paper Series 2010-5, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
- Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-161, January.
- 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.
- Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
- Mitchell A. Petersen, 2005. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," NBER Working Papers 11280, National Bureau of Economic Research, Inc.
- 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, 08.
- Ugur Lel & Darius P. Miller, 2006. "International cross-listing, firm performance and top management turnover: a test of the bonding hypothesis," International Finance Discussion Papers 877, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- 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.
- Demyanyk, Yuliya & Hasan, Iftekhar, 2010. "Financial crises and bank failures: A review of prediction methods," Omega, Elsevier, vol. 38(5), pages 315-324, October.
- Demyanyk, Yuliya & Hasan, Iftekhar, 2009. "Financial crises and bank failures : a review of prediction methods," Research Discussion Papers 35/2009, Bank of Finland.
- Yuliya Demyanyk & Iftekhar Hasan, 2009. "Financial crises and bank failures: a review of prediction methods," Working Paper 0904, Federal Reserve Bank of Cleveland.
- 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.
- Laux, Christian & Leuz, Christian, 2009. "The crisis of fair value accounting: Making sense of the recent debate," CFS Working Paper Series 2009/09, Center for Financial Studies (CFS).
- 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.
- Kashyap, Anil K. & Rajan, Raghuram G. & Stein, Jeremy C., 2008. "Rethinking capital regulation," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 431-471.
- 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.
- 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.
- Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November. Full references (including those not matched with items on IDEAS)
When requesting a correction, please mention this item's handle: RePEc:eee:jbfina:v:35:y:2011:i:11:p:2811-2819. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Dana Niculescu)
If references are entirely missing, you can add them using this form.