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Mortality modeling: Lee-Carter and the macroeconomy

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Author Info
Katja Hanewald

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Abstract

Using data for six OECD countries, this paper studies the effect of macroeconomic conditions on the mortality index kt in the well-known Lee-Carter model. Significant correlations are found with real GDP growth rates in Australia, Canada, and the United States, and with unemployment rate changes in Japan, for the period 1950–2005. In recent years, the relationship between the state of the economy and mortality is found to change from procyclical to countercyclical in all six countries. Based on these findings, variants of the Lee-Carter model are proposed that capture a substantial fraction of the variation in the mortality index.

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Publisher Info
Paper provided by Sonderforschungsbereich 649, Humboldt University, Berlin, Germany in its series SFB 649 Discussion Papers with number SFB649DP2009-008.

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Length: 24 pages
Date of creation: Jan 2009
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Handle: RePEc:hum:wpaper:sfb649dp2009-008

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Related research
Keywords: Demography; Lee-Carter; business cycle; time series model;

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Find related papers by JEL classification:
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
I12 - Health, Education, and Welfare - - Health - - - Health Production
J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends and Forecasts

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  1. Renshaw, A.E. & Haberman, S., 2006. "A cohort-based extension to the Lee-Carter model for mortality reduction factors," Insurance: Mathematics and Economics, Elsevier, vol. 38(3), pages 556-570, June. [Downloadable!] (restricted)
  2. Heather Booth & Rob Hyndman & Leonie Tickle & Piet de Jong, 2006. "Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 15(9), pages 289-310, October. [Downloadable!]
    Other versions:
  3. Christopher J. Ruhm, 2000. "Are Recessions Good For Your Health?," The Quarterly Journal of Economics, MIT Press, vol. 115(2), pages 617-650, May. [Downloadable!] (restricted)
    Other versions:
  4. Hári, Norbert & De Waegenaere, Anja & Melenberg, Bertrand & Nijman, Theo E., 2008. "Estimating the term structure of mortality," Insurance: Mathematics and Economics, Elsevier, vol. 42(2), pages 492-504, April. [Downloadable!] (restricted)
  5. Brouhns, Natacha & Denuit, Michel & Vermunt, Jeroen K., 2002. "A Poisson log-bilinear regression approach to the construction of projected lifetables," Insurance: Mathematics and Economics, Elsevier, vol. 31(3), pages 373-393, December. [Downloadable!] (restricted)
  6. Debón, A. & Montes, F. & Puig, F., 2008. "Modelling and forecasting mortality in Spain," European Journal of Operational Research, Elsevier, vol. 189(3), pages 624-637, September. [Downloadable!] (restricted)
  7. Booth, Heather, 2006. "Demographic forecasting: 1980 to 2005 in review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 547-581. [Downloadable!] (restricted)
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This page was last updated on 2009-11-25.

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