Academia.eduAcademia.edu

Outline

DYNAMIC FINANCIAL MODELS OF LIFE INSURERS

https://doi.org/10.1080/10920277.2001.10595981

Abstract

The Society of Actuaries seeks to provide actuaries of life insurance companies with a systematic approach for estimating the adverse effects of economic developments that could impede insurer performance. Toward that end, this study combines market and economic factors with insurer-specific data to form dynamic financial models of life insurers. Empirical analysis is based on annual data from 1985 through 1995 for 1,593 life insurers. By identifying important exogenous and insurer-specific factors related to life insurer performance, this study provides a basis for actuaries to build dynamic financial models for individual insurers. The study also identifies and describes several web sites that provide access to relevant economic and financial data.

References (31)

  1. A. M. Best Company Inc., 1992. Best's Insolvency Study: Life/Health Insurers 1976-1991, Best's Review--Life/Health Edition, June: 18-24, 130-134.
  2. Ambrose, Jan M. and Anne M. Carroll, 1994. Using Best's Ratings in Life Insurer Insolvency Prediction, Journal of Risk and Insurance, 61:317-327.
  3. BarNiv, Ran and Robert A. Hershbarger, 1990. Classifying Financial Distress in the Life Insurance Industry, Journal of Risk and Insurance, 57:110-136.
  4. Browne, Mark J. and Robert E. Hoyt, 1995. Economic and Market Predictors of Insolvencies in the Property-Liability Insurance Industry, Journal of Risk and Insurance, 62:309-327.
  5. Browne, Mark J., James M. Carson, and Robert E. Hoyt, 1999. Economic and Market Predictors of Insolvencies in the Life-Health Insurance Industry, Journal of Risk and Insurance, 66: 643-659.
  6. Board of Governors of the Federal Reserve System, monthly, Federal Reserve Bulletin (Washington, D.C.: Board of Governors of the Federal Reserve System).
  7. Card, David, 1990. Unexpected inflation, Real Wages, and Employment Determination in Union Contracts, American Economic Review, 80:669-688.
  8. Carson, James M. and Randy E. Dumm, 1999. Insurance Company-Level Determinants of Life Insurance Policy Performance, Journal of Insurance Regulation, 18:195-206.
  9. Carson, James M. and Robert E. Hoyt, 1992. An Econometric Analysis of Changes in the Demand for Life Insurance Policy Loans, Journal of Risk and Insurance, 59:239-251.
  10. Carson, James M. and Robert E. Hoyt, 1995. Life Insurer Financial Distress: Classification Models and Empirical Evidence, Journal of Risk and Insurance, 62:764-775.
  11. Carson, James M. and William L. Scott, 1996. The "Run on the Bank" Exposure: Evidence and Implications for Life Insurer Insolvency, Journal of Insurance Issues, 19:39-52.
  12. Colquitt, L. Lee and Robert E. Hoyt, 1997. Determinants of Corporate Hedging Behavior: Evidence from the Life Insurance Industry, Journal of Risk and Insurance, 64:649-671.
  13. Cummins, J. David, 1973. Development of Surrender Values in the United States, Huebner Foundation Monograph 2.
  14. Cummins, J. David, 1991. Statistical and Financial Models of Insurance Pricing and the Insurance Firm, Journal of Risk and Insurance, 58:261-302.
  15. Cummins, J. David, Martin F. Grace, and Richard D. Phillips, 1999. Regulatory solvency prediction in property-liability insurance: Risk-based capital, audit ratios, and cash flow simulation, Journal of Risk and Insurance 66, 417-458.
  16. D'Arcy, Stephen P., 1990. On Becoming an Actuary of the Third Kind, Proceedings of the Casualty Actuarial Society, 45-76.
  17. Dar, A. and C. Dodds, 1989. Interest Rates, the Emergency Fund Hypothesis and Saving through Endowment Policies: Some Empirical Evidence for the U.K., Journal of Risk and Insurance, 56:415-433.
  18. Dueker, Michael J., 1997. Strengthening the Case for the Yield Curve as a Predictor of U.S. Recessions, Review, Federal Reserve Bank of St. Louis (March/April), pp. 41-51.
  19. Estrella, Arturo and Gikas Hardouvelis, 1991. The Term Structure as a Predictor of Real Economic Activity, Journal of Finance, 46:555-576.
  20. Garven, James R., 1996. Compilation of Variables Necessary for Performing Dynamic Financial Analysis of Insurance Companies, Proceedings of the Casualty Actuarial Society, 187-204.
  21. Grace, Elizabeth V., 1990. Property-Liability Insurer Reserve Errors: A Theoretical and Empirical Analysis, Journal of Risk and Insurance, 57:28-46.
  22. Grace, Martin F. and Julie L. Hotchkiss, 1995. External Impacts on the Property-Liability Insurance Cycle, Journal of Risk and Insurance, 62:738-754.
  23. Greene, William H., 1993. Econometric Analysis, Second Edition, (New York, NY: Macmillan Publishing Company).
  24. Greene, William H., 1998. LIMDEP, Version 7.0: User's Manual, (Plainview, NY: Econometric Software, Inc.).
  25. Hodes, Douglas M., Sholom Feldblum, and Antoine Neghaiwi, 1999. The Financial Modeling of Property-Casualty Insurance Companies, North American Actuarial Journal, 3:41-69.
  26. Hoyt, Robert E., 1994. Modeling of Insurance Cash Flows for Universal Life Policies, Journal of Actuarial Practice, 2:197-220.
  27. Kandel, Shmuel, Aharon R. Ofer, and Oded Sarig, 1991. Expected Inflation, Unexpected Inflation, and Relative Price Dispersion: An Empirical Analysis, Economic Letters, 37:383-390.
  28. Linton, M. Albert, 1937. Life Insurance Speaks for Itself, (New York, NY: Harper & Row).
  29. Outreville, J. François, 1990. Whole Life Lapse Rates and the Emergency Fund Hypothesis, Insurance: Mathematics and Economics, 9:249-255.
  30. Reardon, Paul A., 1993. Trends and Fluctuations in Economic and Financial Time Series of Interest to Life Insurance Companies: 1970-1992, American Council of Life Insurers.
  31. Staking, Kim and David F. Babbel, 1995. The Relation Between Capital Structure, Interest Rate Sensitivity, and Market Value in the Property-Liability Insurance Industry, Journal of Risk and Insurance, 62:690-718.