IDEAS home Printed from https://ideas.repec.org/p/lbo/lbowps/2013_03.html
   My bibliography  Save this paper

Distance to Default and the Financial Crisis

Author

Listed:
  • Alistair Milne

    (School of Business and Economics, Loughborough University, UK)

Abstract

This paper analyses contingent-claims based measures of distance to default (D2D) for the 41 largest global banking institutions over the period 2006H2 to 20011H2. D2D falls from end-2006 through to end-2008. Cross-sectional differences in D2D prior to the crisis do not predict either bank failure or bank share prices decline, but D2D measured in mid-2008 does have some predictive value for failure by end-year. The ‘option value’ of the bank safety net remains small except at the height of the crisis and there is little indication of bank shareholders consciously using the safety net to shift risk onto taxpayers. (99 words)

Suggested Citation

  • Alistair Milne, 2013. "Distance to Default and the Financial Crisis," Discussion Paper Series 2013_03, Department of Economics, Loughborough University, revised Jun 2013.
  • Handle: RePEc:lbo:lbowps:2013_03
    as

    Download full text from publisher

    File URL: http://www.lboro.ac.uk/departments/sbe/RePEc/lbo/lbowps/Milne_WP2013_03.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Manganelli, Simone & Altunbas, Yener & Marqués-Ibáñez, David, 2011. "Bank risk during the financial crisis: do business models matter?," Working Paper Series 1394, European Central Bank.
    2. 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.
    3. Armen Hovakimian & Edward J. Kane, 2000. "Effectiveness of Capital Regulation at U.S. Commercial Banks, 1985 to 1994," Journal of Finance, American Finance Association, vol. 55(1), pages 451-468, February.
    4. Andrea Beltratti & René M. Stulz, 2009. "Why Did Some Banks Perform Better During the Credit Crisis? A Cross-Country Study of the Impact of Governance and Regulation," NBER Working Papers 15180, National Bureau of Economic Research, Inc.
    5. 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.
    6. Markus K. Brunnermeier, 2009. "Deciphering the Liquidity and Credit Crunch 2007-2008," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 77-100, Winter.
    7. Castrén, Olli & Kavonius, Ilja Kristian, 2009. "Balance Sheet Interlinkages and Macro-Financial Risk Analysis in the Euro Area," Working Paper Series 1124, European Central Bank.
    8. 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.
    9. Rüdiger Fahlenbrach & Robert Prilmeier & René M. Stulz, 2012. "This Time Is the Same: Using Bank Performance in 1998 to Explain Bank Performance during the Recent Financial Crisis," Journal of Finance, American Finance Association, vol. 67(6), pages 2139-2185, December.
    10. Rocco Huang & Mr. Lev Ratnovski, 2009. "Why Are Canadian Banks More Resilient?," IMF Working Papers 2009/152, International Monetary Fund.
    11. Kimie Harada & Takatoshi Ito & Shuhei Takahashi, 2010. "Is the Distance to Default a Good Measure in Predicting Bank Failures? Case Studies," NBER Working Papers 16182, National Bureau of Economic Research, Inc.
    12. Merton, Robert C., 1977. "An analytic derivation of the cost of deposit insurance and loan guarantees An application of modern option pricing theory," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 3-11, June.
    13. Pennacchi, George G, 1987. "A Reexamination of the Over- (or Under-) Pricing of Deposit Insurance," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 19(3), pages 340-360, August.
    14. 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.
    15. 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.
    16. Jérôme Coffinet & Adrian Pop & Muriel Tiesset, 2010. "Predicting Financial Distress in a High-Stress Financial World: The Role of Option Prices as Bank Risk Metrics," Working Papers hal-00547744, HAL.
    17. Sinn, Hans-Werner, 2012. "Casino Capitalism: How the Financial Crisis Came About and What Needs to be Done Now," OUP Catalogue, Oxford University Press, number 9780199659883, Decembrie.
    18. Duan, Jin-Chuan & Moreau, Arthur F. & Sealey, C. W., 1992. "Fixed-rate deposit insurance and risk-shifting behavior at commercial banks," Journal of Banking & Finance, Elsevier, vol. 16(4), pages 715-742, August.
    19. Milne,Alistair, 2009. "The Fall of the House of Credit," Cambridge Books, Cambridge University Press, number 9780521762144.
    20. 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.
    21. Marcus, Alan J & Shaked, Israel, 1984. "The Valuation of FDIC Deposit Insurance Using Option-pricing Estimates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 16(4), pages 446-460, November.
    22. Ronn, Ehud I & Verma, Avinash K, 1986. "Pricing Risk-Adjusted Deposit Insurance: An Option-Based Model," Journal of Finance, American Finance Association, vol. 41(4), pages 871-895, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lassaâd Mbarek & Dorra Mezzez Hmaied, 2012. "Stock Market Assessment of Bank Risk: Evidence from the Maghreb Region," Working Papers 679, Economic Research Forum, revised 2012.
    2. Mbarek Lassaâd & Mezzez Hmaied Dorra, 2012. "Stock Market Assessment of Bank Risk: Evidence from the Maghreb Region," Review of Middle East Economics and Finance, De Gruyter, vol. 8(1), pages 1-26, August.
    3. Alaa Alaabed & Mansur Masih & Abbas Mirakhor, 2016. "Investigating risk shifting in Islamic banks in the dual banking systems of OIC member countries: An application of two-step dynamic GMM," Risk Management, Palgrave Macmillan, vol. 18(4), pages 236-263, December.
    4. Srivastav, Abhishek & Armitage, Seth & Hagendorff, Jens & King, Tim, 2018. "Better safe than sorry? CEO inside debt and risk-taking in bank acquisitions," Journal of Financial Stability, Elsevier, vol. 36(C), pages 208-224.
    5. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    6. Gueyie, Jean-Pierre & Lai, Van Son, 2003. "Bank moral hazard and the introduction of official deposit insurance in Canada," International Review of Economics & Finance, Elsevier, vol. 12(2), pages 247-273.
    7. Heller, Yuval & Peleg Lazar, Sharon & Raviv, Alon, 2022. "Banks’ risk taking and creditors’ bargaining power," Journal of Corporate Finance, Elsevier, vol. 74(C).
    8. 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.
    9. Van Son Lai & Xiaoxia Ye, 2019. "How Does the Stock Market View Bank Regulatory Capital Forbearance Policies?," Working Papers 2019-012, Department of Research, Ipag Business School.
    10. Lehar, Alfred, 2005. "Measuring systemic risk: A risk management approach," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2577-2603, October.
    11. Antoniades, Adonis, 2015. "Commercial bank failures during the Great Recession: the real (estate) story," Working Paper Series 1779, European Central Bank.
    12. Brahim Guizani & Wako Watanabe, 2010. "The Deposit Insurance and the Risk-Shifting Incentive Evidence from the Blanket Deposit Insurance in Japan," Keio/Kyoto Joint Global COE Discussion Paper Series 2010-004, Keio/Kyoto Joint Global COE Program.
    13. Robert A. Eisenbeis & Simon H. Kwan, 1996. "An analysis of inefficiencies in banking: a stochastic cost frontier approach," Economic Review, Federal Reserve Bank of San Francisco, pages 16-26.
    14. Gorton, Gary & Winton, Andrew, 2003. "Financial intermediation," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 8, pages 431-552, Elsevier.
    15. Chiang, Shu Ling & Tsai, Ming Shann, 2020. "The valuation of deposit insurance allowing for the interest rate spread and early-bankruptcy risk," The Quarterly Review of Economics and Finance, Elsevier, vol. 76(C), pages 345-356.
    16. Eccher, Elizabeth A. & Ramesh, K. & Thiagarajan, S. Ramu, 1996. "Fair value disclosures by bank holding companies," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 79-117, October.
    17. International Association of Deposit Insurers, 2020. "Evaluation of Differential Premium Systems for Deposit Insurance," IADI Research Papers 20-06, International Association of Deposit Insurers.
    18. Srivastav, Abhishek & Armitage, Seth & Hagendorff, Jens, 2014. "CEO inside debt holdings and risk-shifting: Evidence from bank payout policies," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 41-53.
    19. Mohsni, Sana & Otchere, Isaac, 2018. "Does regulatory regime matter for bank risk taking? A comparative analysis of US and Canada," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 53(C), pages 1-16.
    20. Armen Hovakimian & Edward J. Kane & Luc Laeven, 2012. "Tracking Variation in Systemic Risk at US Banks During 1974-2013," NBER Working Papers 18043, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    bank default; bank moral hazard; bank regulation; bank safety net; contingent claims; early warning systems; global financial crisis; market-based risk measurement; systemic risk; risk shiftingCreation-Date: 110613;
    All these keywords.

    JEL classification:

    • F15 - International Economics - - Trade - - - Economic Integration
    • F54 - International Economics - - International Relations, National Security, and International Political Economy - - - Colonialism; Imperialism; Postcolonialism
    • P33 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - International Trade, Finance, Investment, Relations, and Aid

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:lbo:lbowps:2013_03. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Huw Edwards (email available below). General contact details of provider: https://edirc.repec.org/data/delbouk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.