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Feature Articles

Event Studies for Publicly Traded Insurers: An Investigation of the Bad-Model Problem

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References

  • Ahern, K. R. 2009. Sample selection and event study estimation. Journal of Empirical Finance 16 (3): 466–82. doi:10.1016/j.jempfin.2009.01.003
  • Barber, B., and J. D. Lyon. 1997. Detecting long-run abnormal stock returns: The empirical power and specification of test statistics. Journal of Financial Economics 43 (3): 341–72. doi:10.1016/S0304-405X(96)00890-2
  • Barinov, A., J. Xu, and S. W. Pottier. 2020. Estimating the cost of equity capital for insurance firms with multi-period asset pricing models. Journal of Risk and Insurance 87 (1): 213–45. doi:10.1111/jori.12267
  • Brockett, P. L., H.-M. Chen, and J. R. Garven. 1999. A new stochastically flexible event methodology with application to Proposition 103. Insurance Mathematics and Economics 25 (2): 197–217. doi:10.1016/S0167-6687(98)00046-8
  • Brown, S. J., and J. B. Warner. 1985. Using daily stock returns: The case of event studies. Journal of Financial Economics 14 (1): 3–31. doi:10.1016/0304-405X(85)90042-X
  • Campbell, J. Y., A. W. Lo, and C. A. MacKinlay. 1997. The econometrics of financial markets. Princeton, NJ: Princeton University Press.
  • Carhart, M. M. 1997. On persistence in mutual fund performance. Journal of Finance 52 (1): 57–82. doi:10.1111/j.1540-6261.1997.tb03808.x
  • Chen, L., J. J. Gaver, and S. W. Pottier. 2018. An investigation of the short-run and long-run stock market response to insurer rating changes. Journal of Risk and Insurance 85 (1): 35–67. doi:10.1111/jori.12138
  • Cheng, J., E. Elyasiani, and T.-T. Lin. 2010. Market reaction to regulatory action in the insurance industry: The case of contingent commission. Journal of Risk and Insurance 77 (2): 347–68. doi:10.1111/j.1539-6975.2009.01327.x
  • Cochrane, J. H. 2005. Asset pricing. Princeton, NJ: Princeton University Press.
  • Daniel, K., M. Grinblatt, S. Titman, and R. Wermers. 1997. Measuring mutual fund performance with characteristic-based benchmarks. Journal of Finance 52 (3): 1035–58. doi:10.1111/j.1540-6261.1997.tb02724.x
  • Dichev, I. D., and J. Piotroski. 2001. The long-run stock returns following bond ratings changes. Journal of Finance 56 (1): 173–203. doi:10.1111/0022-1082.00322
  • Elton, E. J. 1999. Expected return, realized return, and asset pricing tests. Journal of Finance 54 (4): 1199–220. doi:10.1111/0022-1082.00144
  • Fama, E. F. 1970. Efficient capital markets: A review of theory and empirical work. Journal of Finance 25 (2): 383–417. doi:10.2307/2325486
  • Fama, E. F. 1991. Efficient capital markets: II. Journal of Finance 46 (5): 1575–617. doi:10.1111/j.1540-6261.1991.tb04636.x
  • Fama, E. F. 1998. Market efficiency, long-term returns, and behavioral finance. Journal of Financial Economics 49 (3): 283–306. doi:10.1016/S0304-405X(98)00026-9
  • Fama, E. F., L. Fisher, M. C. Jensen, and R. Roll. 1969. The adjustment of stock prices to new information. International Economic Review 10 (1): 1–21. doi:10.2307/2525569
  • Fama, E. F., and K. R. French. 1989. Business conditions and expected returns on stocks and bonds. Journal of Financial Economics 25 (1): 23–49. doi:10.1016/0304-405X(89)90095-0
  • Fama, E. F., and K. R. French. 1992. The cross-section of expected stock returns. Journal of Finance 47 (2): 427–65. doi:10.1111/j.1540-6261.1992.tb04398.x
  • Fama, E. F., and K. R. French. 1993. Common risk factors in the returns on stocks and bonds. Journal of Financial Economics 33 (1): 3–56. doi:10.1016/0304-405X(93)90023-5
  • Fama, E. F., and K. R. French. 1995. Size and book-to-market factors in earnings and returns. Journal of Finance 50 (1): 131–55. doi:10.1111/j.1540-6261.1995.tb05169.x
  • Fama, E. F., and K. R. French. 1996. Multifactor explanations of asset pricing anomalies. Journal of Finance 51 (1): 55–84. doi:10.1111/j.1540-6261.1996.tb05202.x
  • Fama, E. F., and K. R. French. 1997. Industry cost of equity. Journal of Financial Economics 43 (2): 153–93. doi:10.1016/S0304-405X(96)00896-3
  • Fama, E. F., and K. R. French. 2008. Dissecting anomalies. Journal of Finance 63 (4): 1653–78. doi:10.1111/j.1540-6261.2008.01371.x
  • Fama, E. F., and K. R. French. 2015. A five-factor asset pricing model. Journal of Financial Economics 116 (1): 1–22. doi:10.1016/j.jfineco.2014.10.010
  • Fama, E. F., and K. R. French. 2016. Dissecting anomalies with a five-factor model. Review of Financial Studies 29 (1): 69–103. doi:10.1093/rfs/hhv043
  • Fama, E. F., and K. R. French. 2018. Choosing factors. Journal of Financial Economics 128 (2): 234–52. doi:10.1016/j.jfineco.2018.02.012
  • Frankfurter, G. M., and E. G. McGoun. 1993. The event study: An industrial strength method. International Review of Financial Analysis, 2 (2): 121–41. doi:10.1016/1057-5219(93)90011-6
  • Ghosh, C., and J. I. Hilliard. 2012. The value of contingent commissions in the property–casualty insurance industry: Evidence from stock market returns, Journal of Risk and Insurance 79 (1): 165–91. doi:10.1111/j.1539-6975.2010.01399.x
  • Halek, M., and D. L. Eckles. 2010. Effect of analysts’ ratings on insurer stock returns: Evidence of asymmetric responses. Journal of Risk and Insurance 77 (4): 801–27. doi:10.1111/j.1539-6975.2010.01368.x
  • Harvey, C. R., Y. Liu, and H. Zhu. 2016. … And the cross-section of expected returns. Review of Financial Studies 29 (1): 5–68. doi:10.1093/rfs/hhv059
  • Hilliard, J. I., S. W. Pottier, and J. Xu. 2018. Trust-preferred securities and insurer financing decisions. Journal of Risk and Insurance 85 (1): 219–44. doi:10.1111/jori.12137
  • Jegadeesh, N., and S. Titman. 1993. Returns to buying winners and selling losers: Implications for stock market efficiency. Journal of Finance 48 (1): 65–91. doi:10.1111/j.1540-6261.1993.tb04702.x
  • Kothari, S. P., and J. B. Warner. 1997. Measuring long-horizon security price performance. Journal of Financial Economics 43 (3): 301–39. doi:10.1016/S0304-405X(96)00899-9
  • Kothari, S. P., and J. B. Warner. 2007. Econometrics of event studies. In Handbook of corporate finance, vol. 1, ed. B. E. Eckbo, 3–36. Amsgerdam: NorthHolland.
  • Lai, G. C., M. J. McNamara, and T. Yu. 2008. The wealth effect of demutualization: Evidence from the U.S. property-liability and life insurance industries. Journal of Risk and Insurance 75 (1): 125–44. doi:10.1111/j.1539-6975.2007.00251.x
  • Lyon, J. D., B. M. Barber, and C.-L. Tsai. 1999. Improved methods for tests of long-run abnormal stock returns. Journal of Finance 54(1): 165–201. doi:10.1111/0022-1082.00101
  • Milevsky, M. A., and K. Song. 2010. Do markets like frozen defined benefit pensions? An event study. Journal of Risk and Insurance 77(4): 893–909. doi:10.1111/j.1539-6975.2010.01363.x
  • Morgan, D. P. 2002. Rating banks: Risk and uncertainty in an opaque industry. American Economic Review 92 (4): 874–88. doi:10.1257/00028280260344506
  • Ragin, M. A., and J. Xu. 2019. An ex post assessment of investor response to catastrophes. North American Actuarial Journal 23 (2): 250–75. doi:10.1080/10920277.2018.1536885
  • Womack, K. L. 1996. Do brokerage analysts’ recommendations have investment value? Journal of Finance 51(1): 137–67. doi:10.1111/j.1540-6261.1996.tb05205.x

APPENDIX REFERENCES

  • Akhigbe, A., S. F. Borde, and J. Madura. 1993. Dividend policy and signaling by insurance companies. Journal of Risk and Insurance 60 (3): 413–28. doi:10.2307/253036
  • Akhigbe, A., S. F. Borde, and J. Madura. 1997. Valuation effects of insurers' security offerings. Journal of Risk and Insurance 64 (1): 115–37. doi:10.2307/253914
  • Alderson, M. J., and J. L. VanDerhei. 1992. Additional evidence on the reaction of shareholders to the reversion of surplus pension assets, Journal of Risk and Insurance 59 (2): 262–74. doi:10.2307/253192
  • Avila, S. M., K. L. Eastman, R. B. Corbett, and J. C. Bratton. 2000. Stock market reactions and information transfer due to financial instability in the life insurance industry. Risk Management and lnsurance Review 3 (2): 155–70. doi:10.1111/j.1540-6296.2000.tb00028.x
  • Baginski, S. P., R. B. Corbett, and W. R. Ortega. 1991. Catastrophic events and retroactive liability insurance: The case of the MGM Grand fire. Journal of Risk and Insurance 58 (2): 247–60. doi:10.2307/253236
  • Born, P., C. Giaccotto, and T. Ritsatos. 2004. The wealth and information effects of insurers’ open market stock repurchase announcements. Risk Management and Insurance Review 7 (1): 25–40. doi:10.1111/j.1098-1616.2004.00034.x
  • Brockett, P. L., H.-M. Chen, and J. R. Garven. 1999. A new stochastically flexible event methodology with application to Proposition 103. Insurance: Mathematics and Economics 25: 197–217. doi:10.1016/S0167-6687(98)00046-8
  • Campbell, C. J., L. Goldberg, and A. Rai. 2003. The impact of the European Union Insurance Directives on insurance company stocks. Journal of Risk and Insurance 70 (1): 125–67. doi:10.1111/1539-6975.00052
  • Carow, K. A. 2001. The wealth effects of allowing bank entry into the insurance industry. Journal of Risk and Insurance 68 (1): 129–50. doi:10.2307/2678134
  • Chen, L., J. J. Gaver, and S. W. Pottier. 2018. An investigation of the short-run and long-run stock market response to insurer rating changes. Journal of Risk and Insurance 85 (1): 35–67. doi:10.1111/jori.12138
  • Chen, L., and S. W. Pottier. 2017. The impact of a rating agency's private information and disclosed causes of rating downgrades on insurer stock returns. North American Actuarial Journal 21 (2): 297–304. doi:10.1080/10920277.2017.1279061
  • Cheng, J., E. Elyasiani, and T.-T. Lin. 2010. Market reaction to regulatory action in the insurance industry: The case of contingent commission. Journal of Risk and Insurance 77 (2): 347–68. doi:10.1111/j.1539-6975.2009.01327.x
  • Colquitt, L. L., R. E. Hoyt, and K. A. McCullough. 2006. The impact of asbestos and environmental reserves increases on shareholder wealth. North American Actuarial Journal 10 (3): 17–31. doi:10.1080/10920277.2006.10597400
  • Cowan, A. R., and M. L. Power. 2001. Interfirm stock price effects of asset-quality problems at First Executive Corporation. Journal of Risk and Insurance 68 (1): 151–74. doi:10.2307/2678135
  • Cummins, D. J., and C. M. Lewis. 2003. Catastrophic events, parameter uncertainty and the breakdown of implicit long-term contracting: The case of terrorism insurance. Journal of Risk and Uncertainty 26 (2/3): 153–78.
  • Eastman, E. M., and J. Xu. 2021. Market reactions to enterprise risk management adoption, incorporation by rating agencies, and ORSA Act passage. Risk Management and Insurance Review 24 (2): 151–80. doi:10.1111/rmir.12170
  • Eckert, C., N. Gatzert, and D. Heidinger. 2020. Empirically assessing and modeling spillover effects from operational risk events in the insurance industry. Insurance: Mathematics and Economics 93: 72–83. doi:10.1016/j.insmatheco.2020.04.003
  • Egginton, J. F., J. I. Hilliard, A. P. Liebenberg, and I. A. Liebenberg. 2010. What effect did AIG's bailout, and the preceding events, have on its competitors? Risk Management and Insurance Review 13 (2): 225–49. doi:10.1111/j.1540-6296.2010.01185.x
  • Elyasiani, E., S. K. Staikouras, and P. Dontis-Charitos. 2016. Cross-industry product diversification and contagion in risk and return: The Case of bank-insurance and insurance-bank takeovers. Journal of Risk and Insurance 83 (3): 681–718. doi:10.1111/jori.12066
  • Fields, J., L. Klein, and E. Myskowski. 1998. Lloyd’s financial distress and contagion within the US property and liability insurance industry. Journal of Risk and Uncertainty 16 (2): 173–85. doi:10.1023/A:1007786328505
  • Gatzert, N., and D. Heidinger. 2018. An empirical analysis of market reactions to the first solvency and financial condition reports in the European insurance industry. Journal of Risk and Insurance 87 (2): 407–36. doi:10.1111/jori.12287
  • Gatzlaff, K. M., and K. A. McCullough. 2010. The effect of data breaches on shareholder wealth. Risk Management and Insurance Review 13 (1): 61–83. doi:10.1111/j.1540-6296.2010.01178.x
  • Ghosh, C., and J. I. Hilliard., 2012. The value of contingent commissions in the property–casualty insurance industry: Evidence from stock market returns. Journal of Risk and Insurance 79 (1): 165–91. doi:10.1111/j.1539-6975.2010.01399.x
  • Grace, E. V., L. C. Rose, and I. Karafiath. 1995. Using stock return data to measure the wealth effects of regulation: Additional evidence from California's Proposition 103. Journal of Risk and Insurance 62 (2): 271–85. doi:10.2307/253791
  • Graddy, D. B., G. Homaifar, and K. W. Hollman.1992. Tax reform's impact on insurance industry stock returns. Journal of Risk and Insurance 59 (2): 284–90. doi:10.2307/253194
  • Halek, M., and D. L. Eckles. 2010. Effect of analysts’ ratings on insurer stock returns: Evidence of asymmetric responses. Journal of Risk and Insurance 77 (4): 801–27. doi:10.1111/j.1539-6975.2010.01368.x
  • Hilliard, J. I., S. W. Pottier, and J. Xu. 2018. Trust-Preferred Securities and Insurer Financing Decisions. Journal of Risk and Insurance 85 (1): 219–44. doi:10.1111/jori.12137
  • Hovav, A., and J. D’Arcy. 2003. The impact of denial-of-service attack announcements on the market value of firms. Risk Management and Insurance Review 6 (2): 97–121. doi:10.1046/J.1098-1616.2003.026.x
  • Klumpes, P. J. M., and K. McMeeking. 2007. Stock market sensitivity to U.K. firms’ pension discounting assumptions. Risk Management and Insurance Review 10 (2): 221–46. doi:10.1111/j.1540-6296.2007.00116.x
  • Lai, G. C., M. J. McNamara, and T. Yu. 2008. The wealth effect of demutualization: Evidence from the U.S. property-liability and life insurance industries. Journal of Risk and Insurance 75 (1): 125–44. doi:10.1111/j.1539-6975.2007.00251.x
  • McNamara, M. J., S. W. Pruitt, R. A. Van Ness, and C. Charoenwong. 1997. Property-liability insurance company market pullout announcements and shareholder wealth. Journal of Risk and Insurance 64 (3): 441–63. doi:10.2307/253759
  • Milevsky, M. A., and K. Song. 2010. Do markets like frozen defined benefit pensions? An event study. Journal of Risk and Insurance 77 (4): 893–909. doi:10.1111/j.1539-6975.2010.01363.x
  • Mukhtarov, S., M. Schoute, and J. L. Wielhouwer. 2022. The information content of the Solvency II ratio relative to earnings. Journal of Risk and Insurance 89 (1): 237–66. doi:10.1111/jori.12354
  • Ragin, M. A., and M. Halek. 2016. Market expectations following catastrophes: An examination of insurance broker returns. Journal of Risk and Insurance 83 (4): 849–76. doi:10.1111/jori.12069
  • Ragin, M. A., and J. Xu. 2019. An ex post assessment of investor response to catastrophes. North American Actuarial Journal 23 (2): 250–75. doi:10.1080/10920277.2018.1536885
  • Yoshida, K., and Y. Horiba. 2003. Japanese corporate pension plans and the impact on stock prices. Journal of Risk and Insurance 70 (2): 249–68. doi:10.1111/1539-6975.00059

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