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Subjective Survival Probabilities in the Health and Retirement Study: Systematic Biases and Predictive Validity

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  • Todd Elder

    (Michigan State University)

Abstract

Recent research has demonstrated that retirement planning and well-being are closely tied to probabilistic forecasts about future events. Using longitudinal data from the Health and Retirement Study, I show that individuals’ subjective survival forecasts exhibit systematic biases relative to life table data. In particular, many respondents fail to account for increases in yearly mortality rates with age, both longitudinally and in crosssection. Additionally, successive cohorts of the near elderly do not appear to revise survival forecasts to match increases in longevity. Forecasting bias may merely be due to the framing of questions designed to elicit expectations, but real biases may result in suboptimal savings rates and timing of retirement. Cross-sectional variation in subjective survival forecasts also appears to reflect differences in cognitive ability across respondents, suggesting that subjective information is more relevant for some individuals than others. Despite these shortcomings, subjective mortality probabilities predict actual mortality and portfolio choice, and they contain information not found in selfreported health status or objective measures of health limitations.

Suggested Citation

  • Todd Elder, 2007. "Subjective Survival Probabilities in the Health and Retirement Study: Systematic Biases and Predictive Validity," Working Papers wp159, University of Michigan, Michigan Retirement Research Center.
  • Handle: RePEc:mrr:papers:wp159
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    References listed on IDEAS

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    Citations

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    Cited by:

    1. Sanna Nivakoski, 2020. "Wealth and the effect of subjective survival probability," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 633-670, April.
    2. Anikó Bíró, 2013. "Subjective mortality hazard shocks and the adjustment of consumption expenditures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1379-1408, October.
    3. Thomas Post & Katja Hanewald, 2010. "Stochastic Mortality, Subjective Survival Expectations, and Individual Saving Behavior," SFB 649 Discussion Papers SFB649DP2010-040, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    4. Joan Costa-Font & Cristina Vilaplana-Prieto, 2022. "Biased survival expectations and behaviours: Does domain specific information matter?," Journal of Risk and Uncertainty, Springer, vol. 65(3), pages 285-317, December.
    5. Huynh, Kim P. & Jung, Juergen, 2015. "Subjective health expectations," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 693-711.
    6. Leonardo Becchetti & Fabio Pisani & Berkan Acar, 2023. "Eudaimonic wellbeing and life expectancy," Kyklos, Wiley Blackwell, vol. 76(2), pages 179-195, May.
    7. Edwin Wong, 2015. "Marital bargaining in the demand for life insurance: evidence from the Health and Retirement Study," Review of Economics of the Household, Springer, vol. 13(2), pages 243-268, June.
    8. Huynh, Kim P. & Jung, Juergen, 2015. "Subjective health expectations," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 693-711.
    9. John Payne & Namika Sagara & Suzanne Shu & Kirstin Appelt & Eric Johnson, 2013. "Life expectancy as a constructed belief: Evidence of a live-to or die-by framing effect," Journal of Risk and Uncertainty, Springer, vol. 46(1), pages 27-50, February.
    10. Apostolos Papachristos & Georgia Verropoulou & George Ploubidis & Cleon Tsimbos, 2020. "Factors incorporated into future survival estimation among Europeans," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 42(2), pages 15-56.
    11. Post, Thomas & Hanewald, Katja, 2013. "Longevity risk, subjective survival expectations, and individual saving behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 86(C), pages 200-220.
    12. Adeline Delavande & Susann Rohwedder, 2008. "Differential Mortality in Europe and the U.S. Estimates Based on Subjective Probabilities of Survival," Working Papers 613, RAND Corporation.
    13. Adeline Delavande & Susann Rohwedder, 2008. "Differential Mortality in Europe and the U.S. Estimates Based on Subjective Probabilities of Survival," Working Papers WR-613, RAND Corporation.
    14. Owen O'Donnell & Federica Teppa & Eddy van Doorslaer, 2008. "Can subjective survival expectations explain retirement behaviour?," DNB Working Papers 188, Netherlands Central Bank, Research Department.
    15. Alberto Palloni & Beatriz Novak, 2016. "Subjective survival expectations and observed survival: How consistent are they?," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 14(1), pages 187-228.
    16. Adeline Delavande & Jinkook Lee & Seetha Menon, 2017. "Eliciting Survival Expectations of the Elderly in Low-Income Countries: Evidence From India," Demography, Springer;Population Association of America (PAA), vol. 54(2), pages 673-699, April.
    17. Adeline Delavande & Susann Rohwedder, 2011. "Differential Survival in Europe and the United States: Estimates Based on Subjective Probabilities of Survival," Demography, Springer;Population Association of America (PAA), vol. 48(4), pages 1377-1400, November.

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