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Divergence of risk indicators and the conditions for market discipline in banking

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  • Jens Forssbaeck
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    Abstract

    Accurate measurement of bank risk is a matter of considerable importance for bank regulation and supervision. Current practices in most countries emphasize reliance on financial statement data for assessing banks’ risk. However, the possibility of increased reliance on market-based risk indicators has been a topic for academic and regulatory debate for a long time. Market monitoring of bank risk has typically been tested by regressing market-based risk indicators on various benchmark indicators (such as accounting ratios and credit ratings) to detect whether the market tracks bank risk. This approach overlooks the methodological ‘unobservability’ problem that testing one imperfect proxy indicator against another, when the true value (in this case, a bank’s ‘true’ risk) is unknown, must yield limited conclusions as to the appropriateness of either indicator – particularly in the event of failure to establish a significant association. This paper assesses the relative information content of different risk indicators indirectly by associating the divergence between these indicators with the institutional setting. Empirical results for a large panel of banks worldwide suggest that market-based indicators are often more accurate than accounting indicators for high levels of institutional quality. In particular, spreads on subordinated debt may be more informative than either equity-based or accounting-based measures if the institutional conditions for market discipline to function are favourable. In addition, a combination measure incorporating both accounting and market data has superior accuracy regardless of the level of institutional quality, indicating that market data may contain complementary information on risk. These results cast doubt on the validity of the conclusions drawn in several previous studies that reject market discipline based on the finding that market-based risk indicators do not correspond well with various standard non-market indicators.

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  • Jens Forssbæck, 2011. "Divergence of risk indicators and the conditions for market discipline in banking," SUERF Studies, SUERF - The European Money and Finance Forum, number 2011/4.
    This item is provided by SUERF - The European Money and Finance Forum in its series Chapters in SUERF Studies with number 66-1.

    Handle: RePEc:erf:erfssc:66-1

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    Related research

    Keywords: bank risk; risk indicators; subordinated debt; market discipline; panel data;

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    1. 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.
    2. John Krainer & Jose A. Lopez, 2001. "Incorporating equity market information into supervisory monitoring models," Working Papers in Applied Economic Theory 2001-14, Federal Reserve Bank of San Francisco.
    3. Park, Sangkyun & Peristiani, Stavros, 1998. "Market Discipline by Thrift Depositors," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(3), pages 347-64, August.
    4. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert W., 1998. "Law and Finance," Scholarly Articles 3451310, Harvard University Department of Economics.
    5. Urs W. Birchler & Diana Hancock, 2003. "What does the yield on subordinated bank debt measure?," Finance and Economics Discussion Series 2004-19, Board of Governors of the Federal Reserve System (U.S.).
    6. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
    7. Angkinand, Apanard & Wihlborg, Clas, 2010. "Deposit insurance coverage, ownership, and banks' risk-taking in emerging markets," Journal of International Money and Finance, Elsevier, vol. 29(2), pages 252-274, March.
    8. Fabian Valencia & Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 08/224, International Monetary Fund.
    9. Crouzille, Celine & Lepetit, Laetitia & Tarazi, Amine, 2004. "Bank stock volatility, news and asymmetric information in banking: an empirical investigation," Journal of Multinational Financial Management, Elsevier, vol. 14(4-5), pages 443-461.
    10. 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.
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