Abstract
This article investigates the abilities of four key summary risk measures to predict property-liability insurer insolvencies. The four summary risk measures studied are the NAIC's risk-based capital ratios, the NAIC's financial analysis solvency tools (FAST) scores, A.M. Best's Capital Adequacy Relativity ratios, and A.M. Best's ratings. The empirical tests find that the risk measures produced by the private sector are superior in predictive ability to the measures produced by regulators, perhaps because of the qualitative adjustments made by private sector analysts. The results also demonstrate that overall measures of risk are substantially better than risk-based capital measures in predicting insolvencies. Another finding is that the predictive ability of the NAIC's RBC ratios can be improved substantially if ranks are used rather than the ratios themselves.
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References
Best, A.M. “A.M. Best Enhances its Capital Model as P/C Industry Improves its Capital Management Tools.” BestWeek, June 15 (1998).
Best, A.M. Best's Key Rating Guide, Property-Casualty Edition. Oldwick, NJ: A.M. Best Co., Inc., 1995 and 1996.
Best, A.M. “RBC: The Use of Capital Adequacy Models in Best's Rating Process,” BestWeek (Special Supplement, October 24), 1994.
Cummins, J. David, Martin F. Grace, and Richard D. Phillips. “Regulatory Solvency Prediction in Property-Liability Insurance: Risk-Based Capital, Audit Ratios, and Cash Flow Simulation.” Journal of Risk and Insurance 66 (1999), 417–458.
Cummins, J. David, Scott E. Harrington, and Robert W. Klein. “Insolvency Experience, Risk-Based Capital, and Prompt Corrective Action in Property-Liability Insurance.” Journal of Banking and Finance 19 (1995), 511–527.
Cummins, J. David, Scott E. Harrington, and Greg Niehaus. “An Economic Analysis of Risk-Based Capital Requirements in the Property-Liability Insurance Industry.” Journal of Insurance Regulation 11 (1993), 427–447.
Cummins, J. David, and David W. Sommer. “Capital and Risk in Property-Liability Insurance Markets.” Journal of Banking and Finance 20 (1996), 1069–1092.
Estrella, Arturo, Sangkyun Park, and Stavros Peristiani. “Capital Ratios as Predictors of Bank Failure.” Federal Reserve Bank of New York Economic Policy Review (2000), 33–52.
Garven, James R., and Steven W. Pottier. “Incentive Contracting and the Role of Participation Rights in Stock Insurers.” Journal of Risk and Insurance 62 (1995), 253–270.
Grace, Martin F., Scott E. Harrington, and Robert W. Klein. “Risk-Based Capital and Solvency Screening in Property-Liability Insurance: Hypotheses and Empirical Tests.” Journal of Risk and Insurance 65 (1998), 213–243.
Klein, Robert W. “Insurance Regulation in Transition.” Journal of Risk and Insurance 62 (1995), 363–404.
Lamm-Tennant, Joan, and Laura T. Starks. “Stock versus Mutual Ownership Structures: The Risk Implications.” Journal of Business 66 (1993), 29–46.
Lamm-Tennant, Joan, Laura Starks, and Lynne Stokes. “Considerations of Cost Trade-Offs in Insurance Solvency Surveillance Policy.” Journal of Banking and Finance 20 (1996), 835–852.
Pottier, Steven W., and David W. Sommer. “Property-Liability Insurer Financial Strength Ratings: Differences Across Rating Agencies.” Journal of Risk and Insurance 66 (1999), 621–642.
Pottier, Steven W., and David W. Sommer. “Life Insurer Risk-Based Capital Measures: Does the Source Matter?” Journal of Insurance Regulation 16 (1997), 179–196.
Pregibon, Daryl. “Logistic Regression Diagnostics.” Annals of Statistics 9 (1981), 705–724.
Sommer, David W. “The Impact of Firm Risk on Property-Liability Insurance Prices.” Journal of Risk and Insurance 63 (1996), 501–514.
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Pottier, S.W., Sommer, D.W. The Effectiveness of Public and Private Sector Summary Risk Measures in Predicting Insurer Insolvencies. Journal of Financial Services Research 21, 101–116 (2002). https://doi.org/10.1023/A:1014325802171
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DOI: https://doi.org/10.1023/A:1014325802171