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The pricing of deposit insurance in the presence of systematic risk

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  • Lee, Shih-Cheng
  • Lin, Chien-Ting
  • Tsai, Ming-Shann

Abstract

Based on the Merton (1977) put option framework, we develop a deposit insurance pricing model that incorporates asset correlations, a measurement for the systematic risk of a bank, to account for the risk of joint bank failures. Estimates from our model suggest that actuarially fair risk-based deposit insurance that considers only individual bank failure risk is underpriced, leaving insurance providers exposed to net losses. Our estimates also capture the size premium where big banks are priced with higher deposit insurance than small banks. This result is particularly relevant to the current regulatory concerns on big banks that are too-big-to-fail. Above all, our approach provides a unifying framework for integrating risk-based deposit insurance with risk-based Basel capital requirements.

Suggested Citation

  • Lee, Shih-Cheng & Lin, Chien-Ting & Tsai, Ming-Shann, 2015. "The pricing of deposit insurance in the presence of systematic risk," Journal of Banking & Finance, Elsevier, vol. 51(C), pages 1-11.
    • Handle: RePEc:eee:jbfina:v:51:y:2015:i:c:p:1-11
    DOI: 10.1016/j.jbankfin.2014.10.012
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    as
    1. Galai, Dan & Masulis, Ronald W., 1976. "The option pricing model and the risk factor of stock," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 53-81.
    2. Acharya, Viral V. & Yorulmazer, Tanju, 2007. "Too many to fail--An analysis of time-inconsistency in bank closure policies," Journal of Financial Intermediation, Elsevier, vol. 16(1), pages 1-31, January.
    3. Uchida, Hirofumi & Nakagawa, Ryuichi, 2007. "Herd behavior in the Japanese loan market: Evidence from bank panel data," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 555-583, October.
    4. Jeffrey R. Brown, 2010. "Public Insurance and Private Markets," Books, American Enterprise Institute, number 50313, September.
    5. Darrell Duffie & Robert Jarrow & Amiyatosh Purnanandam & Wei Yang, 2008. "Market Pricing of Deposit Insurance," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 22, pages 551-577, World Scientific Publishing Co. Pte. Ltd..
    6. Duan, Jin-Chuan & Yu, Min-Teh, 1999. "Capital standard, forbearance and deposit insurance pricing under GARCH," Journal of Banking & Finance, Elsevier, vol. 23(11), pages 1691-1706, November.
    7. Joel F. Houston & Chen Lin & Yue Ma, 2012. "Regulatory Arbitrage and International Bank Flows," Journal of Finance, American Finance Association, vol. 67(5), pages 1845-1895, October.
    8. Pennacchi, George, 2006. "Deposit insurance, bank regulation, and financial system risks," Journal of Monetary Economics, Elsevier, vol. 53(1), pages 1-30, January.
    9. Gordy, Michael B., 2003. "A risk-factor model foundation for ratings-based bank capital rules," Journal of Financial Intermediation, Elsevier, vol. 12(3), pages 199-232, July.
    10. Viral V. Acharya & Tanju Yorulmazer, 2008. "Information Contagion and Bank Herding," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(1), pages 215-231, February.
    11. Lee, Shih-Cheng & Lin, Chien-Ting, 2012. "Book-to-market equity, operating risk, and asset correlations: Implications for Basel capital requirement," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(4), pages 973-989.
    12. Lee, Shih-Cheng & Lin, Chien-Ting & Yang, Chih-Kai, 2011. "The asymmetric behavior and procyclical impact of asset correlations," Journal of Banking & Finance, Elsevier, vol. 35(10), pages 2559-2568, October.
    13. Xin Huang & Hao Zhou & Haibin Zhu, 2012. "Systemic Risk Contributions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 42(1), pages 55-83, October.
    14. 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.
    15. Flannery, Mark J., 1991. "Pricing deposit insurance when the insurer measures bank risk with error," Journal of Banking & Finance, Elsevier, vol. 15(4-5), pages 975-998, September.
    16. repec:aei:rpbook:24900 is not listed on IDEAS
    17. 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.
    18. Lopez, Jose A., 2004. "The empirical relationship between average asset correlation, firm probability of default, and asset size," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 265-283, April.
    19. Mullins, Helena M. & Pyle, David H., 1994. "Liquidation costs and risk-based bank capital," Journal of Banking & Finance, Elsevier, vol. 18(1), pages 113-138, January.
    20. 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.
    21. O'Hara, Maureen & Shaw, Wayne, 1990. "Deposit Insurance and Wealth Effects: The Value of Being "Too Big to Fail."," Journal of Finance, American Finance Association, vol. 45(5), pages 1587-1600, December.
    22. Allen, Linda & Saunders, Anthony, 1993. "Forbearance and valuation of deposit insurance as a callable put," Journal of Banking & Finance, Elsevier, vol. 17(4), pages 629-643, June.
    23. Merton, Robert C, 1978. "On the Cost of Deposit Insurance When There Are Surveillance Costs," The Journal of Business, University of Chicago Press, vol. 51(3), pages 439-452, July.
    24. Lehar, Alfred, 2005. "Measuring systemic risk: A risk management approach," Journal of Banking & Finance, Elsevier, vol. 29(10), pages 2577-2603, October.
    25. 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.
    26. 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.
    27. Andrew Kuritzkes & Til Schuermann & Scott Weiner, 2005. "Deposit Insurance and Risk Management of the U.S. Banking System: What is the Loss Distribution Faced by the FDIC?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 27(3), pages 217-242, September.
    28. Tarun Chordia & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2007. "The Cross-Section of Expected Trading Activity," Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 709-740.
    29. Pennacchi, George G., 2005. "Risk-based capital standards, deposit insurance, and procyclicality," Journal of Financial Intermediation, Elsevier, vol. 14(4), pages 432-465, October.
    30. Crouhy, Michel & Galai, Dan & Mark, Robert, 2000. "A comparative analysis of current credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 59-117, January.
    31. Hwang, Dar-Yeh & Shie, Fu-Shuen & Wang, Kehluh & Lin, Jung-Chu, 2009. "The pricing of deposit insurance considering bankruptcy costs and closure policies," Journal of Banking & Finance, Elsevier, vol. 33(10), pages 1909-1919, October.
    32. Gallant, A Ronald & Rossi, Peter E & Tauchen, George, 1992. "Stock Prices and Volume," Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 199-242.
    33. Viral V. Acharya & João A. C. Santos & Tanju Yorulmazer, 2010. "Systemic risk and deposit insurance premiums," Economic Policy Review, Federal Reserve Bank of New York, vol. 16(Aug), pages 89-99.
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    Cited by:

    1. Liu, Hailong & Li, Rui & Yuan, Jinjian, 2018. "Deposit insurance pricing under GARCH," Finance Research Letters, Elsevier, vol. 26(C), pages 242-249.
    2. Chuang‐Chang Chang & San‐Lin Chung & Ruey‐Jenn Ho & Yu‐Jen Hsiao, 2022. "Revisiting the valuation of deposit insurance," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(1), pages 77-103, January.
    3. Belkhir, Mohamed & Grira, Jocelyn & Hassan, M. Kabir & Soumaré, Issouf, 2019. "Islamic banks and political risk: International evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 39-55.
    4. Pilar Gómez-Fernández-Aguado & Antonio Partal-Ureña & Antonio Trujillo-Ponce, 2016. "A note on the adequacy of the EU scheme for bank recovery, resolution and deposit insurance in Spain," Journal of Banking Regulation, Palgrave Macmillan, vol. 17(4), pages 332-337, November.
    5. Ali Shaddady, 2022. "Business environment, political risk, governance, Shariah compliance and efficiency in insurance companies in the MENA region," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(4), pages 861-904, October.
    6. Hangsuck Lee & Seongjoo Song & Gaeun Lee, 2023. "Insurance guaranty premiums and exchange options," Mathematics and Financial Economics, Springer, volume 17, number 3, June.
    7. Fernández-Aguado, Pilar Gómez & Martínez, Eduardo Trigo & Ruíz, Rafael Moreno & Ureña, Antonio Partal, 2022. "Evaluation of European Deposit Insurance Scheme funding based on risk analysis," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 234-247.
    8. Papageorgiou, Stylianos, 2022. "Bank levy and household risk-aversion," Journal of Banking & Finance, Elsevier, vol. 138(C).
    9. Raheel Mumtaz & Imran Abbas Jadoon, 2018. "Effect of explicit deposit insurance premium on the moral hazard of banks’ risk-taking: Around the globe," International Journal of Financial Engineering (IJFE), World Scientific Publishing Co. Pte. Ltd., vol. 5(02), pages 1-24, June.
    10. Kostic, Natalija & Muthsam, Viktoria & Laux, Christian, 2023. "Accounting Changes and Enforcement of Bank Capital Requirements in a Crisis," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277694, Verein für Socialpolitik / German Economic Association.
    11. Aida Barkauskaite & Ausrine Lakstutiene & Justyna Witkowska, 2018. "Measurement of Systemic Risk in a Common European Union Risk-Based Deposit Insurance System: Formal Necessity or Value-Adding Process?," Risks, MDPI, vol. 6(4), pages 1-21, December.
    12. Grira, Jocelyn & Hassan, M. Kabir & Soumaré, Issouf, 2016. "Pricing beliefs: Empirical evidence from the implied cost of deposit insurance for Islamic banks," Economic Modelling, Elsevier, vol. 55(C), pages 152-168.
    13. Kusaya, Charles & O’Keefe, John P. & Ufier, Alexander B., 2023. "Bridging the gap from the current deposit insurance fund to a fund target," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 148-157.
    14. International Association of Deposit Insurers, 2020. "Evaluation of Differential Premium Systems for Deposit Insurance," IADI Research Papers 20-06, International Association of Deposit Insurers.
    15. Wang, Jiqian & Huang, Yisu & Ma, Feng & Chevallier, Julien, 2020. "Does high-frequency crude oil futures data contain useful information for predicting volatility in the US stock market? New evidence," Energy Economics, Elsevier, vol. 91(C).

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    More about this item

    Keywords

    Deposit insurance; Systematic risk; Asset correlation; Bank size;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

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