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Compensation incentives of credit rating agencies and predictability of changes in bond ratings and financial strength ratings

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  • Milidonis, Andreas

Abstract

Over the past decade there has been mixed evidence on the lead–lag relation between issuer-paid and investor-paid credit rating agencies. We investigate the lead–lag relationship for changes in bond ratings (BRs) and financial strength ratings (FSRs), for the US insurance industry, where FSRs impose market discipline. First, we find that changes in issuer-paid BRs are led by changes in investor-paid BRs, even over a period that issuer-paid agencies have improved their timeliness. Second, information flows in both directions between changes in issuer-paid BRs and FSRs. Third, issuer-paid FSRs are predictable by investor-paid BRs. Fourth, the lead effect of investor-paid downgrades is economically significant as it is associated with an unconditional, post-event, 30-day cumulative abnormal return of −4%. This return is a result of investor-paid downgrades in BRs, which predict more downgrades in the following 90days (same period return of −11%).

Suggested Citation

  • Milidonis, Andreas, 2013. "Compensation incentives of credit rating agencies and predictability of changes in bond ratings and financial strength ratings," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3716-3732.
  • Handle: RePEc:eee:jbfina:v:37:y:2013:i:9:p:3716-3732
    DOI: 10.1016/j.jbankfin.2013.04.032
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    as
    1. Ederington, Louis H, 1985. "Classification Models and Bond Ratings," The Financial Review, Eastern Finance Association, vol. 20(4), pages 237-262, November.
    2. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 3-98, Wharton School Rodney L. White Center for Financial Research.
    3. Hand, John R M & Holthausen, Robert W & Leftwich, Richard W, 1992. "The Effect of Bond Rating Agency Announcements on Bond and Stock Prices," Journal of Finance, American Finance Association, vol. 47(2), pages 733-752, June.
    4. Patell, Jm, 1976. "Corporate Forecasts Of Earnings Per Share And Stock-Price Behavior - Empirical Tests," Journal of Accounting Research, Wiley Blackwell, vol. 14(2), pages 246-276.
    5. Adiel, Ron, 1996. "Reinsurance and the management of regulatory ratios and taxes in the property--casualty insurance industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 207-240, October.
    6. Cummins, J. David & Danzon, Patricia M., 1997. "Price, Financial Quality, and Capital Flows in Insurance Markets," Journal of Financial Intermediation, Elsevier, vol. 6(1), pages 3-38, January.
    7. Fenn, George W. & Cole, Rebel A., 1994. "Announcements of asset-quality problems and contagion effects in the life insurance industry," Journal of Financial Economics, Elsevier, vol. 35(2), pages 181-198, April.
    8. Cummins, J. David & Harrington, Scott E. & Klein, Robert, 1995. "Insolvency experience, risk-based capital, and prompt corrective action in property-liability insurance," Journal of Banking & Finance, Elsevier, vol. 19(3-4), pages 511-527, June.
    9. Mary A. Weiss & Joon‐Hai Chung, 2004. "U.S. Reinsurance Prices, Financial Quality, and Global Capacity," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(3), pages 437-467, September.
    10. Doherty, Neil A. & Kartasheva, Anastasia V. & Phillips, Richard D., 2012. "Information effect of entry into credit ratings market: The case of insurers' ratings," Journal of Financial Economics, Elsevier, vol. 106(2), pages 308-330.
    11. Skreta, Vasiliki & Veldkamp, Laura, 2009. "Ratings shopping and asset complexity: A theory of ratings inflation," Journal of Monetary Economics, Elsevier, vol. 56(5), pages 678-695, July.
    12. Patrick Bolton & Xavier Freixas & Joel Shapiro, 2012. "The Credit Ratings Game," Journal of Finance, American Finance Association, vol. 67(1), pages 85-112, February.
    13. Berwart, Erik & Guidolin, Massimo & Milidonis, Andreas, 2019. "An empirical analysis of changes in the relative timeliness of issuer-paid vs. investor-paid ratings," Journal of Corporate Finance, Elsevier, vol. 59(C), pages 88-118.
    14. Holthausen, Robert W. & Leftwich, Richard W., 1986. "The effect of bond rating changes on common stock prices," Journal of Financial Economics, Elsevier, vol. 17(1), pages 57-89, September.
    15. Martin Halek & David L. Eckles, 2010. "Effects of Analysts’ Ratings on Insurer Stock Returns: Evidence of Asymmetric Responses," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(4), pages 801-827, December.
    16. Goh, Jeremy C & Ederington, Louis H, 1993. "Is a Bond Rating Downgrade Bad News, Good News, or No News for Stockholders?," Journal of Finance, American Finance Association, vol. 48(5), pages 2001-2008, December.
    17. Ilia D. Dichev & Joseph D. Piotroski, 2001. "The Long‐Run Stock Returns Following Bond Ratings Changes," Journal of Finance, American Finance Association, vol. 56(1), pages 173-203, February.
    18. Pinches, George E & Singleton, J Clay, 1978. "The Adjustment of Stock Prices to Bond Rating Changes," Journal of Finance, American Finance Association, vol. 33(1), pages 29-44, March.
    19. Beyer, Anne & Cohen, Daniel A. & Lys, Thomas Z. & Walther, Beverly R., 2010. "The financial reporting environment: Review of the recent literature," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 296-343, December.
    20. Ellul, Andrew & Jotikasthira, Chotibhak & Lundblad, Christian T., 2011. "Regulatory pressure and fire sales in the corporate bond market," Journal of Financial Economics, Elsevier, vol. 101(3), pages 596-620, September.
    21. Xuanjuan Chen & Helen Doerpinghaus & Bing‐Xuan Lin & Tong Yu, 2008. "Catastrophic Losses and Insurer Profitability: Evidence From 9/11," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(1), pages 39-62, March.
    22. Marshall E. Blume & Felix Lim & A. Craig Mackinlay, 1998. "The Declining Credit Quality of U.S. Corporate Debt: Myth or Reality?," Journal of Finance, American Finance Association, vol. 53(4), pages 1389-1413, August.
    23. Arnoud W. A. Boot & Todd T. Milbourn & Anjolein Schmeits, 2006. "Credit Ratings as Coordination Mechanisms," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 81-118.
    24. Neil Doherty & Richard Phillips, 2002. "Keeping up with the Joneses: Changing Rating Standards and the Buildup of Capital by U.S. Property-Liability Insurers," Journal of Financial Services Research, Springer;Western Finance Association, vol. 21(1), pages 55-78, February.
    25. Berger, Lawrence A & Cummins, J David & Tennyson, Sharon, 1992. "Reinsurance and the Liability Insurance Crisis," Journal of Risk and Uncertainty, Springer, vol. 5(3), pages 253-272, July.
    26. Millon, Marcia H & Thakor, Anjan V, 1985. "Moral Hazard and Information Sharing: A Model of Financial Information Gathering Agencies," Journal of Finance, American Finance Association, vol. 40(5), pages 1403-1422, December.
    27. Tang, Tony T., 2009. "Information asymmetry and firms' credit market access: Evidence from Moody's credit rating format refinement," Journal of Financial Economics, Elsevier, vol. 93(2), pages 325-351, August.
    28. Doron Kliger & Oded Sarig, 2000. "The Information Value of Bond Ratings," Journal of Finance, American Finance Association, vol. 55(6), pages 2879-2902, December.
    29. Guttler, Andre & Wahrenburg, Mark, 2007. "The adjustment of credit ratings in advance of defaults," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 751-767, March.
    30. Martin F. Grace & Robert W. Klein & Paul R. Kleindorfer, 2004. "Homeowners Insurance With Bundled Catastrophe Coverage," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(3), pages 351-379, September.
    31. Asquith, Paul & Beatty, Anne & Weber, Joseph, 2005. "Performance pricing in bank debt contracts," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 101-128, December.
    32. Andreas Milidonis & Shaun Wang, 2007. "Estimation of Distress Costs Associated with Downgrades Using Regimeswitching Models," North American Actuarial Journal, Taylor & Francis Journals, vol. 11(4), pages 42-60.
    33. Marshall E. Blume & Felix Lim & A. Craig MacKinlay, "undated". "The Declining Credit Quality of US Corporate Debt: Myth or Reality?," Rodney L. White Center for Financial Research Working Papers 03-98, Wharton School Rodney L. White Center for Financial Research.
    34. Steven W. Pottier, 2007. "The Determinants of Private Debt Holdings: Evidence From the Life Insurance Industry," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 74(3), pages 591-612, September.
    35. Goh, Jeremy C. & Ederington, Louis H., 1999. "Cross-sectional variation in the stock market reaction to bond rating changes," The Quarterly Review of Economics and Finance, Elsevier, vol. 39(1), pages 101-112.
    36. Darren J. Kisgen & Philip E. Strahan, 2010. "Do Regulations Based on Credit Ratings Affect a Firm's Cost of Capital?," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4324-4347, December.
    37. Epermanis, Karen & Harrington, Scott E., 2006. "Market Discipline in Property/Casualty Insurance: Evidence from Premium Growth Surrounding Changes in Financial Strength Ratings," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1515-1544, September.
    38. Cheng, Mei & Neamtiu, Monica, 2009. "An empirical analysis of changes in credit rating properties: Timeliness, accuracy and volatility," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 108-130, March.
    39. Doherty, N A & Tinic, S M, 1981. "Reinsurance under Conditions of Capital Market Equilibrium: A Note," Journal of Finance, American Finance Association, vol. 36(4), pages 949-953, September.
    40. Alsakka, Rasha & ap Gwilym, Owain, 2010. "Leads and lags in sovereign credit ratings," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2614-2626, November.
    41. Kaplan, Robert S & Urwitz, Gabriel, 1979. "Statistical Models of Bond Ratings: A Methodological Inquiry," The Journal of Business, University of Chicago Press, vol. 52(2), pages 231-261, April.
    42. Ederington, Louis H. & Goh, Jeremy C., 1998. "Bond Rating Agencies and Stock Analysts: Who Knows What When?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 33(4), pages 569-585, December.
    43. Lawrence J. White, 2010. "Markets: The Credit Rating Agencies," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 211-226, Spring.
    44. Beaver, William H. & Shakespeare, Catherine & Soliman, Mark T., 2006. "Differential properties in the ratings of certified versus non-certified bond-rating agencies," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 303-334, December.
    45. Ram T. S. Ramakrishnan & Anjan V. Thakor, 1984. "Information Reliability and a Theory of Financial Intermediation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 415-432.
    46. Steven W. Pottier, 1997. "Life Insurer Risk Characteristics and the Rating Process," Journal of Insurance Issues, Western Risk and Insurance Association, vol. 20(2), pages 111-130.
    47. Ross L. Watts, 1977. "Corporate Financial Statements, A Product of the Market and Political Processes," Australian Journal of Management, Australian School of Business, vol. 2(1), pages 53-75, April.
    48. repec:fth:pennfi:67 is not listed on IDEAS
    49. Cantor, Richard & Packer, Frank, 1997. "Differences of opinion and selection bias in the credit rating industry," Journal of Banking & Finance, Elsevier, vol. 21(10), pages 1395-1417, October.
    50. Donald P. Morgan, 2002. "Rating Banks: Risk and Uncertainty in an Opaque Industry," American Economic Review, American Economic Association, vol. 92(4), pages 874-888, September.
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    2. David Blake & Marco Morales & Enrico Biffis & Yijia Lin & Andreas Milidonis, 2017. "Special Edition: Longevity 10 – The Tenth International Longevity Risk and Capital Markets Solutions Conference," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 84(S1), pages 515-532, April.
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    4. Ben Ammar, Semir & Eling, Martin & Milidonis, Andreas, 2018. "The cross-section of expected stock returns in the property/liability insurance industry," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 292-321.
    5. Jess N. Cornaggia & Kimberly J. Cornaggia & John E. Hund, 2017. "Credit Ratings Across Asset Classes: A Long-Term Perspective," Review of Finance, European Finance Association, vol. 21(2), pages 465-509.
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    7. Hirth, Stefan, 2014. "Credit rating dynamics and competition," Journal of Banking & Finance, Elsevier, vol. 49(C), pages 100-112.
    8. Michaelides, Alexander & Milidonis, Andreas & Nishiotis, George P., 2019. "Private information in currency markets," Journal of Financial Economics, Elsevier, vol. 131(3), pages 643-665.

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    More about this item

    Keywords

    Credit rating agencies; Information dissemination; Timeliness; Predictability; Insurance;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage

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