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Explaining variation in risk across insurance companies

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Abstract

The purpose of this study is to determine what firm-specific factors affect the risk of insurance companies. Traditional methods used to identify potential failures have been severely criticized. Thus, alternative approaches to risk assessment should be of interest to investors and managers of these companies. Models for measuring the impact of factors on risk are developed and empirically tested. The models employed explain a high proportion of variation in risk levels across companies. The sensitivity of insurance company risk to financial characteristics vary with the variable used as a proxy for risk and the type of insurance company assessed. Given the strong relationships between firm-specific characteristics and company risk, it appears that the risk of insurance companies can be effectively controlled with proper management.

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References

  • Alexander, G.J., and N.L. Chervany. “On the Estimation and Stability of Beta.”Journal of Financial and Quantitative Analysis 15 (No. 1, 1980), 123–137.

    Google Scholar 

  • Altman, E.I. “Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy.”Journal of Finance 23 (September 1968), 589–609.

    Google Scholar 

  • Altman, E.I.Corporate Bankruptcy in America. Lexington, Mass.: Health Lexington.

  • Altman, E.I. “Predicting Railroad Bankruptcies in America.”Bell Journal of Economics and Management Science (Spring 1973), 184–211.

  • Altman, E.I., and T. McGough. “Evaluation of a Company as a Going Concern.”Journal of Accountancy (December 1974), 50–57.

  • Altman, E.I. “Predicting Performance in the Savings and Loan Association Industry.”Journal of Monetary Economics 3 (October 1977), 443–446.

    Google Scholar 

  • Altman, E.I., R.G. Haldeman, and P. Narayanan. “Zeta Analysis: A New Model to Identify Bankruptcy Risk of Corporations.”Journal of Banking and Finance 1 (June 1977), 29–54.

    Google Scholar 

  • Ambrose, Jan Mills, and Allen J. Seward. “Best's Rating, Financial Ratios and Prior Probabilities in Insolvency Prediction.”Journal of Risk and Insurance 55 (June 1988), 229–244.

    Google Scholar 

  • BarNiv, Ran, and Robert A. Hershbarger. “Classifying Financial Distress in the Life Insurance Industry.”Journal of Risk and Insurance 37 (March 1990), 110–136.

    Google Scholar 

  • Beaver, W.H. “Financial Ratios as Predictors of Failure.”Empirical Research in Accounting: Selected Studies, 1966, supplement to Vol. 4,Journal of Accounting Research (1966), 71–111.

  • Beaver, W.H. “Alternative Accounting Measures as Predictors of Failure.”Accounting Review (January 1968a), 113–122.

  • Beaver, W.H. “Market Prices, Financial Ratios and the Prediction of Failure.”Journal of Accounting Research (Autumn 1968b), 179–192.

  • Best's Insurance Reports. New Jersey: A.M. Best Company, Inc. 1992.

  • Biger, N., and Y. Kahane. “Risk Considerations in Insurance Ratemaking.”,Journal of Risk and Insurance 45 (No. 1, 1978), 121–132.

    Google Scholar 

  • Blum, M. “Failing Company Discriminant Analysis.”Journal of Accounting Research (Spring 1974), 1–25.

  • Cox, Larry A., and Gary L. Griepentrog. “Systematic Risk, and Property-Liability Rate Regulation.”Journal of Risk and Insurance 55 (December 1988), 606–627.

    Google Scholar 

  • Cox, Larry A., and Gary L. Griepentrog. “Mean-Lower Partial Moment Asset Pricing and the Regulation of Property-Liability Insurance Rates.”Insurance: Mathematics and Economics 7 (October 1988), 201–210.

    Google Scholar 

  • Deakin, E.B. “A Discriminant Analysis of Predictors of Business Failure.”Journal of Accounting Research (Spring 1972), 167–179.

  • Diamond, D.W., and R.E. Verrecchia. “Information Aggregation in a Noisy Rational Expectations Economy.”Journal of Financial Economics 9 (No. 3, 1981), 221–235.

    Google Scholar 

  • Eck, James R. “Detecting Financially Troubled Property-Liability Insurers.”Journal Business Research 10 (December 1982), 445–458.

    Google Scholar 

  • Edmister, R.O. “An Empirical Test of Financial Ratio Analysis for Small Business Failure Prediction.”Journal of Financial and Quantitative Analysis (March 1972), 1477–1493.

  • Fairley, W.B. “Investment Income and Profit Margins in Property-Liability, Insurance: Theory and Empirical Results.”Bell Journal of Economics 10 (No. 1, 1979 Spring), 192–210.

    Google Scholar 

  • Figlewski, S. “Information Diversity and Market Behavior.”Journal of Finance 52 (No. 1, 1982), 87–102.

    Google Scholar 

  • Fisher, F.M., and J.J. McGowan. “On the Misuse of Accounting Rates of Return to Infer Monopoly Profits.”American Economic Review 73 (No. 1, 1983), 82–97.

    Google Scholar 

  • Forsythe, R., and G.L. Suchanek. “The Impossibility of Efficient Decision Rules for Firms in Competitive Stock Market Economies.”Journal of Financial and Quantitative Analysis 17 (No. 4, 1982), 555–573.

    Google Scholar 

  • Frydman, Halinda, Edward I. Altman, and Dven-Li Kao. “Introducing Recursive Partitioning for Financial Classifications: The Case of Financial Distress.”Journal of Finance 45 (March 1985), 269–291.

    Google Scholar 

  • Harmelink, Philip. “Prediction of Best's General Policyholders' Ratings”Journal of Risk and Insurance 41 (December 1974), 621–632.

    Google Scholar 

  • Harrington, Scott E. “The Relationship Between Risk and Return: Evidence for Life Insurance Stocks.”Journal of Risk and Insurance 30 (December 1983), pp. 587–610.

    Google Scholar 

  • Hershbarger, Robert A., and Ronald K. Miller. “The NAIC Information System and the Use of Economic Indicators in Predicting Insolvencies.”Journal of Insurance Issues and Practices 9 (June 1986), 21–43.

    Google Scholar 

  • Hill, R.D. “Profit Regulation in Property-Liability Insurance.”Bell Journal of Economics 10 (No. 1, 1979), 172–191.

    Google Scholar 

  • Jahankhani, Ali, and Morgan J. Lynge, Jr. “Commercial Bank Financial Policies and Their Impact on Market-Determined Measures of Risk.”Journal of Bank Research 11 (No. 3, 1980), 169–178.

    Google Scholar 

  • Jennings, R.H., and C.B. Barry. “Information Dissemination and Portfolio Choice.”Journal of Financial and Quantitative Analysis 18 (No. 1, 1983), 1–19.

    Google Scholar 

  • Kaplan, Robert, and Gabriel Urwitz. “Statistical Models of Bond Ratings: A Methodological Inquiry.”Journal of Business 52 (April 1979), 231–261.

    Google Scholar 

  • Kim, K.S. “The Theoretical Relationship Between Systematic Risk and Financial (Accounting) Variables: Comments.”Journal of Finance 36 (No. 3, 1981), 747–748.

    Google Scholar 

  • Libby, R. “Accounting Ratios and the Prediction of Failure: Some Behavioral Evidence.”Journal of Accounting Research (Spring 1975), 150–161.

  • Moyer, R. “Forecasting Financial Failure: A Re-Examination.”Financial Management (Spring 1977), 11–17.

  • Ohlson, James A. “Financial Ratios and the Probabilitic Prediction of Bankruptcy.”Journal of Accounting Research 18 (Spring 1980), 109–131.

    Google Scholar 

  • Pinches, George E., and James J. Trieschmann. “The Efficiency of Alternative Models for Solvency Surveillance in the Insurance Industry.”Journal of Risk and Insurance 41 (December 1974), 563–577.

    Google Scholar 

  • Pinches, George E., and James J. Trieschmann. “Discriminant Analysis, Classification Results and Financially Distressed P-L Insurers.”Journal of Risk and Insurance 44 (June 1977), 289–298.

    Google Scholar 

  • Roenfeldt, R.L., G.L. Griepentrog, and C.C. Pflaum, “Further Evidence on the Stationarity of Beta Coefficients.”Journal of Financial and Quantitative Analysis 13 (No. 1, 1978), 117–121.

    Google Scholar 

  • Shaked, Israel, “Measuring Prospective Probabilities of Insolvency: An Application to the Life Insurance Industry.”Journal of Risk and Insurance 32 (March 1985), 59–80.

    Google Scholar 

  • Stewart, S.S. Jr. “Discussion: The Impossibility of Efficient Decision Rules for Firms in Competitive Stock Market Economies.”Journal of Financial and Quantitative Analysis 17 (No. 4, 1982), 575–577.

    Google Scholar 

  • Trieschmann, James S., and George E. Pinches. “A Multivariate Model for Predicting Financially Distressed P-L Insurers.”Journal of Risk and Insurance 40 (September 1973), 327–338.

    Google Scholar 

  • Vaughan, Emmett J., 1992,Fundamentals of Risk and Insurance, 6th edition, (New York, New York: John Wiley & Sons).

    Google Scholar 

  • Venezian, E.C. “Are Insurers Under-Earning?”Journal of Risk and Insurance 51 (No. 1, 1984), 150–156.

    Google Scholar 

  • Weil, R.L. “Managing Earnings Using an Insurance Subsidiary: A Case of Restrain bby Sears/Allstate.”Accounting Review 55 (No. 4, 1980), 680–684.

    Google Scholar 

  • Williams, C.A., Jr. “Regulating Property and Liability Insurance Rates Through Excess Profits Statutes.”Journal of Risk and Insurance 50 (No. 3, 1983), 445–472.

    Google Scholar 

  • Zavgren, Christine V. “Assessing the Vulnerability to Failure of American Industrial Firms: A Logistic Analysis.”Journal of Business Finance and Accounting (Spring 1985), 12, 19–45.

    Google Scholar 

  • Zmijewski, Mark: “Methodological Issues Related to the Estimation of Financial Distress Prediction Models.”Journal of Accounting Research 22 (Supplement, 1984), 59–82.

    Google Scholar 

Download references

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Borde, S.F., Chambliss, K. & Madura, J. Explaining variation in risk across insurance companies. J Finan Serv Res 8, 177–191 (1994). https://doi.org/10.1007/BF01057735

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