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Differential Mortality in Europe and the U.S.: Estimates Based on Subjective Probabilities of Survival

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Author Info
Adeline Delavande ()
Susann Rohwedder ()

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Abstract

Estimates of differential mortality by socioeconomic status play an important role in several domains: in public policy for assessing distributional effects of public programs; in financial markets for the design of life insurance and annuities; and in individual decision making when figuring out how much to save for retirement. Traditionally, reliable estimates of differential mortality require rich panel data with large sample size. This paper proposes a new, less data-intensive approach relying on just a single cross-section of data. Rather than using observations on actual mortality in panel over time, the authors propose relating individuals' subjective probabilities of survival to variables of socioeconomic status in cross-section. They formulate the method in a model of survey response and provide an empirical validation based on data from the Health and Retirement Study comparing the alternative estimates to the traditional estimates of differential mortality for the same sample of baseline respondents. They present two applications. First, they document an increase in differential mortality in the U.S. over time, and second, they produce comparable estimates of differential mortality for 10 European countries and the U.S. based on subjective probabilities of survival.

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Paper provided by RAND Corporation Publications Department in its series Working Papers with number 613.

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Length: 39 pages
Date of creation: Jul 2008
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Handle: RePEc:ran:wpaper:613

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J10 - Labor and Demographic Economics - - Demographic Economics - - - General

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. O. Attanasio & H. W. Hoynes, . "Differential mortality and wealth accumulation," Institute for Research on Poverty Discussion Papers 1079-96, University of Wisconsin Institute for Research on Poverty. [Downloadable!]
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  2. Angus Deaton & Christina Paxson, 1999. "Mortality, Education, Income, and Inequality among American Cohorts," NBER Working Papers 7140, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  3. 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. [Downloadable!]
  4. David A. Wise, 1989. "The Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise89-1.
  5. David E. Bloom & David Canning & Michael Moore & Younghwan Song, 2006. "The Effect of Subjective Survival Probabilities on Retirement and Wealth in the United States," NBER Working Papers 12688, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  6. Adams, Peter & Hurd, Michael D. & McFadden, Daniel & Merrill, Angela & Ribeiro, Tiago, 2003. "Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status," Journal of Econometrics, Elsevier, vol. 112(1), pages 3-56, January. [Downloadable!] (restricted)
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  7. Rasmus Hoffmann, 2005. "Does the socioeconomic mortality gradient interact with age? Evidence from US survey data and Danish register data," MPIDR Working Papers WP-2005-020, Max Planck Institute for Demographic Research, Rostock, Germany. [Downloadable!]
  8. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring. [Downloadable!] (restricted)
  9. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, 09. [Downloadable!] (restricted)
  10. Adeline Delavande & Robert Willis, 2007. "Managing the Risk of Life," Working Papers wp167, University of Michigan, Michigan Retirement Research Center. [Downloadable!]
  11. Michael D. Hurd & Kathleen McGarry, 2002. "The Predictive Validity of Subjective Probabilities of Survival," Economic Journal, Royal Economic Society, vol. 112(482), pages 966-985, October. [Downloadable!] (restricted)
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  12. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-32, Nov.-Dec.. [Downloadable!] (restricted)
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(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Adeline Delavande & Michael Perry & Robert Willis, 2006. "Probabilistic Thinking and Early Social Security Claiming," Working Papers wp129, University of Michigan, Michigan Retirement Research Center. [Downloadable!]
  2. Pierre-Carl Michaud & Arthur van Soest, 2007. "How Did the Elimination of the Earnings Test above the Normal Retirement Age Affect Retirement Expectations?," IZA Discussion Papers 2868, Institute for the Study of Labor (IZA). [Downloadable!]
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