Early warning models in real time
Each quarter, banks file a call report, or Report of Condition and Income, containing hundreds of accounting items pertaining to their financial condition. Because call reports are filed quarterly, whereas banks are typically examined about once every twelve to eighteen months, statistical early warning models using call report data potentially provide a more up-to-date picture of a bank's condition than on-site exams alone. Often neglected, however, is the fact that call report data are subject to revision. We find evidence of a strong relationship between on-site exams and call report revisions. In addition, we evaluate a major class of early warning models using both originally published and revised data to assess whether model accuracy in real time is appreciably lower than accuracy measured using revised data. The findings indicate revised data overstate the accuracy of early warning models. The substantial effect of revisions on the accuracy of early warning models, coupled with the finding of a relationship between revisions and exams, points to a substantial auditing role for on-site exams. More generally, our findings point to the need for care in the use of call report data for research in which the real-time flow of financial information is of some concern.
|Date of creation:||2000|
|Contact details of provider:|| Web page: http://www.dallasfed.org/|
More information through EDIRC
|Order Information:|| Email: |
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.:
- Berger, Allen N. & King, Kathleen Kuester & O'Brien, James M., 1991. "The limitations of market value accounting and a more realistic alternative," Journal of Banking & Finance, Elsevier, vol. 15(4-5), pages 753-783, September.
- Larry D. Wall & Timothy W. Koch, 2000. "Bank loan-loss accounting: a review of theoretical and empirical evidence," Economic Review, Federal Reserve Bank of Atlanta, issue Q2, pages 1-20.
- R. Alton Gilbert, 1993. "Implications of annual examinations for the Bank Insurance Fund," Review, Federal Reserve Bank of St. Louis, issue Jan, pages 35-52.
- Bruner, Robert F & Simms, John M, Jr, 1987. "The International Debt Crisis and Bank Security Returns in 1982," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 19(1), pages 46-55, February.
- Musumeci, James J & Sinkey, Joseph F, Jr, 1990. "The International Debt Crisis, Investor Contagion, and Bank Security Returns in 1987: The Brazilian Experience," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(2), pages 209-220, May.
- Rebel A. Cole & Jeffery W. Gunther, 1995. "FIMS: a new monitoring system for banking institutions," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jan, pages 1-15.
- Rebel Cole & Jeffery Gunther, 1998. "Predicting Bank Failures: A Comparison of On- and Off-Site Monitoring Systems," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(2), pages 103-117, April.
- Beaver, William H. & Engel, Ellen E., 1996. "Discretionary behavior with respect to allowances for loan losses and the behavior of security prices," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 177-206, October.
- Flannery, Mark J & Houston, Joel F, 1999. "The Value of a Government Monitor for U.S. Banking Firms," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 31(1), pages 14-34, February.
When requesting a correction, please mention this item's handle: RePEc:fip:feddfi:00-01. 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: (Amy Chapman)
If references are entirely missing, you can add them using this form.