Mortality modeling: Lee-Carter and the macroeconomy
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 1950â€“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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- 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.
- Neumayer, Eric, 2004. "Recessions lower (some) mortality rates:: evidence from Germany," Social Science & Medicine, Elsevier, vol. 58(6), pages 1037-1047, March.
- Booth, Heather, 2006. "Demographic forecasting: 1980 to 2005 in review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 547-581.
- Gerdtham, Ulf-G. & Ruhm, Christopher J., 2002.
"Deaths Rise in Good Economic Times: Evidence From the OECD,"
IZA Discussion Papers
654, Institute for the Study of Labor (IZA).
- Gerdtham, Ulf-G. & Ruhm, Christopher J., 2006. "Deaths rise in good economic times: Evidence from the OECD," Economics & Human Biology, Elsevier, vol. 4(3), pages 298-316, December.
- Ulf-G. Gerdtham & Christopher J. Ruhm, 2002. "Deaths Rise in Good Economic Times: Evidence From the OECD," NBER Working Papers 9357, National Bureau of Economic Research, Inc.
- 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.
- Heather Booth & Rob Hyndman & Leonie Tickle & Piet de Jong, 2006.
"Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions,"
Max Planck Institute for Demographic Research, Rostock, Germany, vol. 15(9), pages 289-310, October.
- Heather Booth & Rob J Hyndman & Leonie Tickle & Piet de Jong, 2006. "Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions," Monash Econometrics and Business Statistics Working Papers 13/06, Monash University, Department of Econometrics and Business Statistics.
- Tapia Granados, José A. & Ionides, Edward L., 2008. "The reversal of the relation between economic growth and health progress: Sweden in the 19th and 20th centuries," Journal of Health Economics, Elsevier, vol. 27(3), pages 544-563, May.
- 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.
- Wolfgang Reichmuth & Samad Sarferaz, 2008. "Modeling and Forecasting Age-Specific Mortality: A Bayesian Approach," SFB 649 Discussion Papers SFB649DP2008-052a, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- Katja Hanewald, 2008. "Beyond the business cycle - factors driving aggregate mortality rates," SFB 649 Discussion Papers SFB649DP2008-031, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
- José Tapia granados, 2008. "Macroeconomic fluctuations and mortality in postwar Japan," Demography, Springer, vol. 45(2), pages 323-343, May.
- 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.
- Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 617-650.
- Ronald Lee & Timothy Miller, 2001. "Evaluating the performance of the lee-carter method for forecasting mortality," Demography, Springer, vol. 38(4), pages 537-549, November.
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