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Distance to default, subordinated debt, and distress indicators in the banking industry

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  • Paul Kato
  • Jens Hagendorff

Abstract

The recent financial crisis has highlighted the inadequacy of present supervisory arrangements to identify reliable ex‐ante indicators of banking distress. For a sample of US bank holding companies, we analyse the extent to which distance to default based on market data can be explained using accounting‐based indicators of risk. We show that a larger number of bank fundamentals help predict default for institutions that issue subordinated debt. For banks that issue sub‐debt, we find that higher charter values and low bank capitalizations further increase the power of bank fundamentals to predict default risk.

Suggested Citation

  • Paul Kato & Jens Hagendorff, 2010. "Distance to default, subordinated debt, and distress indicators in the banking industry," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(4), pages 853-870, December.
  • Handle: RePEc:bla:acctfi:v:50:y:2010:i:4:p:853-870
    DOI: 10.1111/j.1467-629X.2010.00354.x
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    1. Evanoff, Douglas D. & Wall, Larry D., 2002. "Measures of the riskiness of banking organizations: Subordinated debt yields, risk-based capital, and examination ratings," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 989-1009, May.
    2. Sironi, Andrea, 2003. "Testing for Market Discipline in the European Banking Industry: Evidence from Subordinated Debt Issues," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 443-472, June.
    3. Robert R. Bliss & Mark J. Flannery, 2002. "Market Discipline in the Governance of U.S. Bank Holding Companies: Monitoring vs. Influencing," Review of Finance, European Finance Association, vol. 6(3), pages 361-396.
    4. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2001. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," Journal of Finance, American Finance Association, vol. 56(1), pages 1-43, February.
    5. Rebecca Demsetz & Marc R. Saidenberg & Philip E. Strahan, 1996. "Banks with something to lose: the disciplinary role of franchise value," Economic Policy Review, Federal Reserve Bank of New York, vol. 2(Oct), pages 1-14.
    6. Gorton, Gary & Santomero, Anthony M, 1990. "Market Discipline and Bank Subordinated Debt," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 22(1), pages 119-128, February.
    7. Anthony Saunders & Berry Wilson, 2001. "An Analysis of Bank Charter Value and Its Risk-Constraining Incentives," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 185-195, April.
    8. John, Kose, 1987. "Risk-Shifting Incentives and Signalling through Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 42(3), pages 623-641, July.
    9. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    10. Gropp, Reint & Vesala, Jukka & Vulpes, Giuseppe, 2006. "Equity and Bond Market Signals as Leading Indicators of Bank Fragility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 399-428, March.
    11. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    12. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    13. Diana Hancock & Myron Kwast, 2001. "Using Subordinated Debt to Monitor Bank Holding Companies: Is it Feasible?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 20(2), pages 147-187, October.
    14. Flannery, Mark J & Sorescu, Sorin M, 1996. "Evidence of Bank Market Discipline in Subordinated Debenture Yields: 1983-1991," Journal of Finance, American Finance Association, vol. 51(4), pages 1347-1377, September.
    15. Aigbe Akhigbe & Jeff Madura & Anna D. Martin, 2007. "Effect Of Fed Policy Actions On The Default Likelihood Of Commercial Banks," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 30(1), pages 147-162, March.
    16. Flannery, Mark J, 1998. "Using Market Information in Prudential Bank Supervision: A Review of the U.S. Empirical Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 273-305, August.
    17. Mark J. Flannery & Kasturi P. Rangan, 2008. "What Caused the Bank Capital Build-up of the 1990s?," Review of Finance, European Finance Association, vol. 12(2), pages 391-429.
    18. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    19. Douglas Evanoff & Larry Wall, 2001. "Sub-debt Yield Spreads as Bank Risk Measures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 20(2), pages 121-145, October.
    20. Edwin J. Elton & Martin J. Gruber & Deepak Agrawal & Christopher Mann, 2001. "Explaining the Rate Spread on Corporate Bonds," Journal of Finance, American Finance Association, vol. 56(1), pages 247-277, February.
    21. Nier, Erlend & Baumann, Ursel, 2006. "Market discipline, disclosure and moral hazard in banking," Journal of Financial Intermediation, Elsevier, vol. 15(3), pages 332-361, July.
    22. Galloway, Tina M. & Lee, Winson B. & Roden, Dianne M., 1997. "Banks' changing incentives and opportunities for risk taking," Journal of Banking & Finance, Elsevier, vol. 21(4), pages 509-527, April.
    23. Elyasiani, Elyas & Jia, Jingyi Jane, 2008. "Institutional ownership stability and BHC performance," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1767-1781, September.
    24. Goyal, Vidhan K., 2005. "Market discipline of bank risk: Evidence from subordinated debt contracts," Journal of Financial Intermediation, Elsevier, vol. 14(3), pages 318-350, July.
    25. Reint Gropp & Jukka M. Vesala & Giuseppe Vulpes, 2004. "Market indicators, bank fragility, and indirect market discipline," Economic Policy Review, Federal Reserve Bank of New York, issue Sep, pages 53-62.
    26. DeYoung, Robert, et al, 2001. "The Information Content of Bank Exam Ratings and Subordinated Debt Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 900-925, November.
    27. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    28. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    29. Avery, Robert B & Belton, Terrence M & Goldberg, Michael A, 1988. "Market Discipline in Regulating Bank Risk: New Evidence from the Capital Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 20(4), pages 597-610, November.
    30. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
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    2. Mamiza Haq & Necmi K. Avkiran & Amine Tarazi, 2019. "Does market discipline impact bank charter value? The case for Australia and Canada," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(1), pages 253-276, March.
    3. Paola Bongini & Małgorzata Iwanicz-Drozdowska & Paweł Smaga & Bartosz Witkowski, 2018. "In search of a measure of banking sector distress: empirical study of CESEE banking sectors," Risk Management, Palgrave Macmillan, vol. 20(3), pages 242-257, August.
    4. Ulf Mohrmann & Jan Riepe, 2019. "The link between the share of banks’ Level 3 assets and their default risk and default costs," Review of Quantitative Finance and Accounting, Springer, vol. 52(4), pages 1163-1189, May.
    5. Chiaramonte, Laura & Croci, Ettore & Poli, Federica, 2015. "Should we trust the Z-score? Evidence from the European Banking Industry," Global Finance Journal, Elsevier, vol. 28(C), pages 111-131.
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    7. Samaniego-Medina, Reyes & Trujillo-Ponce, Antonio & Parrado-Martínez, Purificación & di Pietro, Filippo, 2016. "Determinants of bank CDS spreads in Europe," Journal of Economics and Business, Elsevier, vol. 86(C), pages 1-15.
    8. Wilmar Cabrera-Rodríguez & Santiago Segovia-Baquero & Juan Sebastián Mariño-Montaña & Eduardo Yanquen, 2019. "Probabilidad de incumplimiento de entidades financieras colombianas: una aproximación estructural," Borradores de Economia 1097, Banco de la Republica de Colombia.
    9. Ali, Amjad, 2022. "Determining Pakistan's Financial Dependency: The Role of Financial Globalization and Corruption," MPRA Paper 116097, University Library of Munich, Germany.
    10. Necmi Avkiran & Lin Cai, 2014. "Identifying distress among banks prior to a major crisis using non-oriented super-SBM," Annals of Operations Research, Springer, vol. 217(1), pages 31-53, June.
    11. Wanke, Peter & Barros, Carlos P. & Faria, João R., 2015. "Financial distress drivers in Brazilian banks: A dynamic slacks approach," European Journal of Operational Research, Elsevier, vol. 240(1), pages 258-268.

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