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Risk-return Efficiency, Financial Distress Risk, and Bank Financial Strength Ratings

  • Changchun Hua

    (Asian Development Bank Institute)

  • Li-Gang Liu
Registered author(s):

    This paper investigates whether there is any consistency between banks 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 banks intrinsic safety and soundness, should therefore be able to capture the banks 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 banks 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 banks risk-return profiles.

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    Paper provided by East Asian Bureau of Economic Research in its series Finance Working Papers with number 22756.

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    Date of creation: Jan 2010
    Date of revision:
    Handle: RePEc:eab:financ:22756
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    1. Joseph P. Hughes & William Lang & Loretta J. Mester & Choon-Geol Moon, 1995. "Recovering Technologies that Account for Generalized Managerial Preferences: An Application to Non-Risk-Neutral Banks," Center for Financial Institutions Working Papers 95-16, Wharton School Center for Financial Institutions, University of Pennsylvania.
    2. 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.
    3. Joseph P. Hughes & William W. Lang & Loretta J. Mester & Choon-Geol Moon, 2000. "Recovering risky technologies using the almost ideal demand system: an application to U.S. banking," Working Papers 00-5, Federal Reserve Bank of Philadelphia.
    4. 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.
    5. M. Koetter, 2004. "The Stability of Efficiency Rankings when Risk-Preference are Different," Working Papers 04-08, Utrecht School of Economics.
    6. 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.
    7. Stiroh, Kevin J., 2000. "How did bank holding companies prosper in the 1990s?," Journal of Banking & Finance, Elsevier, vol. 24(11), pages 1703-1745, November.
    8. 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.
    9. 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.
    10. 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.).
    11. 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.
    12. 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.
    13. 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.
    14. John Muellbauer, 1975. "Aggregation, Income Distribution and Consumer Demand," Review of Economic Studies, Oxford University Press, vol. 42(4), pages 525-543.
    15. Xavier Freixas & Jean-Charles Rochet, 1997. "Microeconomics of Banking," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262061937, June.
    16. Button, Kenneth J & Weyman-Jones, Thomas G, 1994. " X-Efficiency and Technical Efficiency," Public Choice, Springer, vol. 80(1-2), pages 83-104, July.
    17. Muellbauer, John, 1976. "Community Preferences and the Representative Consumer," Econometrica, Econometric Society, vol. 44(5), pages 979-99, September.
    18. 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.
    19. Bauer, Paul W., 1990. "Recent developments in the econometric estimation of frontiers," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 39-56.
    20. Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-26, June.
    21. 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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