Risk-return Efficiency, Financial Distress Risk, and Bank Financial Strength Ratings
AbstractThis paper investigates whether there is any consistency between banksâ€™ financial strength ratings (bank rating) and their risk-return profiles. It is expected that banks with high ratings tend to earn high expected returns for the risks they assume and thereby have a low probability of experiencing financial distress. Bank ratings, a measure of a bankâ€™s intrinsic safety and soundness, should therefore be able to capture the bankâ€™s ability to manage financial distress while achieving risk-return efficiency. We first estimate the expected returns, risks, and financial distress risk proxy (the inverse z-score), then apply the stochastic frontier analysis (SFA) to obtain the risk-return efficiency score for each bank, and finally conduct ordered logit regressions of bank ratings on estimated risks, risk-return efficiency, and the inverse z-score by controlling for other variables related to each bankâ€™s operating environment. We find that banks with a higher efficiency score on average tend to obtain favorable ratings. It appears that rating agencies generally encourage banks to trade expected returns for reduced risks, suggesting that these ratings are generally consistent with banksâ€™ risk-return profiles. [ADBI Working Paper 240]
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bank; financial; high ratings; safety; efficiency;
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-10-16 (All new papers)
- NEP-BAN-2010-10-16 (Banking)
- NEP-EFF-2010-10-16 (Efficiency & Productivity)
- NEP-RMG-2010-10-16 (Risk Management)
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- Muellbauer, John, 1976. "Community Preferences and the Representative Consumer," Econometrica, Econometric Society, vol. 44(5), pages 979-99, September.
- Demirguc-Kunt, Asli & Karacaovali, Baybars & Laeven, Luc, 2005. "Deposit insurance around the world : a comprehensive database," Policy Research Working Paper Series 3628, The World Bank.
- Santomero, Anthony M, 1984. "Modeling the Banking Firm: A Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 16(4), pages 576-602, November.
- DeYoung, Robert E. & Hughes, Joseph P. & Moon, Choon-Geol, 2001.
"Efficient risk-taking and regulatory covenant enforcement in a deregulated banking industry,"
Journal of Economics and Business,
Elsevier, vol. 53(2-3), pages 255-282.
- Joseph P. Hughes & Choon-Geol Moon & Robert DeYoung, 2000. "Efficient Risk-Taking and Regulatory Covenant Enforcement in a Deregulated Banking Industry," Departmental Working Papers 200007, Rutgers University, Department of Economics.
- M. Koetter, 2004. "The stability of efficiency rankings when risk-preference are different," Working Papers 04-08, Utrecht School of Economics.
- Allen N. Berger & David B. Humphrey, 1997.
"Efficiency of financial institutions: international survey and directions for future research,"
Finance and Economics Discussion Series
1997-11, Board of Governors of the Federal Reserve System (U.S.).
- Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Button, Kenneth J & Weyman-Jones, Thomas G, 1994. " X-Efficiency and Technical Efficiency," Public Choice, Springer, vol. 80(1-2), pages 83-104, July.
- Jose Pastor, 2002.
"Credit risk and efficiency in the European banking system: A three-stage analysis,"
Applied Financial Economics,
Taylor & Francis Journals, vol. 12(12), pages 895-911.
- José Manuel Pastor Monsálvez, 1999. "- Credit Risk And Efficiency In The European Banking Systems: A Three-Stage Analysis," Working Papers. Serie EC 1999-18, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Xavier Freixas & Jean-Charles Rochet, 1997. "Microeconomics of Banking," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061937, January.
- Koetter, Michael, 2006. "The stability of efficiency rankings when risk-preferences and objectives are different," Discussion Paper Series 2: Banking and Financial Studies 2006,08, Deutsche Bundesbank, Research Centre.
- Rogers, Kevin E., 1998. "Nontraditional activities and the efficiency of US commercial banks," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 467-482, May.
- Joseph P. Hughes & Loretta J. Mester, .
"Evidence on the Objectives of Bank Managers,"
Rodney L. White Center for Financial Research Working Papers
4-94, Wharton School Rodney L. White Center for Financial Research.
- Joseph Hughes & Loretta Mester, 1992. "Evidence on the Objectives of Bank Managers," Center for Financial Institutions Working Papers 94-15, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Joseph P. Hughes & Loretta J. Mester, . "Evidence on the Objectives of Bank Managers," Rodney L. White Center for Financial Research Working Papers 04-94, Wharton School Rodney L. White Center for Financial Research.
- Bauer, Paul W., 1990. "Recent developments in the econometric estimation of frontiers," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 39-56.
- Clark, Jeffrey A & Siems, Thomas F, 2002. "X-Efficiency in Banking: Looking beyond the Balance Sheet," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 987-1013, November.
- 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.
- Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-26, June.
- Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
- H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
- Berg, Sigbjorn Atle & Forsund, Finn R. & Hjalmarsson, Lennart & Suominen, Matti, 1993. "Banking efficiency in the Nordic countries," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 371-388, April.
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