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Human Lifetime Entropy in a Historical Perspective (1750-2014)

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  • Patrick Meyer
  • Gregory Ponthiere

Abstract

Although it is widely acknowledged that life is risky, it is difficult to provide an intuitive indicator of the riskiness of life, whose metric would have a concrete counterpart for the layman. This paper uses the Shannon entropy index to the base 2 to quantify, in terms of bits (i.e. the amount of information revealed by tossing a fair coin), the risk relative to the age at death in 37 countries from the Human Mortality Database. We identify 5 major stylized facts: (1) over the last two centuries, (period) life entropy at birth exhibits an inverted U shape pattern with a maximum in the first half of the 20th century (at about 6 bits); (2) over the last 150 years, Western countries have converged in terms of (period) life entropy at birth towards levels of 5.6 bits for men and 5.5 bits for women; (3) curves of (period) life entropy at birth for men and women crossed during the 20th century; (4) the entropy age profi le shifted from a non-monotonic profi le (in the 18th and 19th centuries) to a strictly decreasing pro file (in the 20th and 21th centuries); (5) men exhibit a higher life entropy than women below ages 50-55, and a lower one after ages 50-55.
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  • Patrick Meyer & Gregory Ponthiere, 2019. "Human Lifetime Entropy in a Historical Perspective (1750-2014)," Erudite Working Paper 2019-06, Erudite.
  • Handle: RePEc:eru:erudwp:wp19-06
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    1. Jeffrey R. Brown & Norma B. Coe & Amy Finkelstein, 2007. "Medicaid Crowd-Out of Private Long-Term Care Insurance Demand: Evidence from the Health and Retirement Survey," NBER Chapters, in: Tax Policy and the Economy, Volume 21, pages 1-34, National Bureau of Economic Research, Inc.
    2. Mirowsky, John, 1999. "Subjective life expectancy in the US: correspondence to actuarial estimates by age, sex and race," Social Science & Medicine, Elsevier, vol. 49(7), pages 967-979, October.
    3. Oded Galor, 2012. "The demographic transition: causes and consequences," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(1), pages 1-28, January.
    4. Brigitte Dormont & Anne-Laure Samson & Marc Fleurbaey & Stéphane Luchini & Erik Schokkaert, 2018. "Individual uncertainty along longevity," LIDAM Reprints CORE 3041, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    5. Brouwer, Werner B.F. & van Exel, N. Job A., 2005. "Expectations regarding length and health related quality of life: Some empirical findings," Social Science & Medicine, Elsevier, vol. 61(5), pages 1083-1094, September.
    6. Alyson Raalte & Hal Caswell, 2013. "Perturbation Analysis of Indices of Lifespan Variability," Demography, Springer;Population Association of America (PAA), vol. 50(5), pages 1615-1640, October.
    7. Kopczuk Wojciech & Slemrod Joel, 2005. "Denial of Death and Economic Behavior," The B.E. Journal of Theoretical Economics, De Gruyter, vol. 5(1), pages 1-26, August.
    8. Väinö Kannisto, 2000. "Measuring the compression of mortality," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 3(6).
    9. Daniel S. Hamermesh, 1985. "Expectations, Life Expectancy, and Economic Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(2), pages 389-408.
    10. Brown, Jeffrey R. & Finkelstein, Amy, 2007. "Why is the market for long-term care insurance so small?," Journal of Public Economics, Elsevier, vol. 91(10), pages 1967-1991, November.
    11. Fogel, Robert W, 1994. "Economic Growth, Population Theory, and Physiology: The Bearing of Long-Term Processes on the Making of Economic Policy," American Economic Review, American Economic Association, vol. 84(3), pages 369-395, June.
    12. Ronald Lee, 2003. "The Demographic Transition: Three Centuries of Fundamental Change," Journal of Economic Perspectives, American Economic Association, vol. 17(4), pages 167-190, Fall.
    13. Ryan D. Edwards & Shripad Tuljapurkar, 2005. "Inequality in Life Spans and a New Perspective on Mortality Convergence Across Industrialized Countries," Population and Development Review, The Population Council, Inc., vol. 31(4), pages 645-674, December.
    14. Brigitte Dormont & Anne-Laure Samson & Marc Fleurbaey & Stéphane Luchini & Erik Schokkaert, 2018. "Individual Uncertainty About Longevity," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1829-1854, October.
    15. Shripad Tuljapurkar & Ryan Edwards, 2011. "Variance in death and its implications for modeling and forecasting mortality," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 24(21), pages 497-526.
    16. Jeffrey R. Brown & Amy Finkelstein, 2009. "The Private Market for Long‐Term Care Insurance in the United States: A Review of the Evidence," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 5-29, March.
    17. Hamermesh, D.S. & Hamermesh, F.W., 1983. "Does perception of life expectancy reflect health knowledge?," American Journal of Public Health, American Public Health Association, vol. 73(8), pages 911-914.
    18. Jeffrey Brown & Amy Finkelstein, 2011. "Insuring Long Term Care In the US," NBER Working Papers 17451, National Bureau of Economic Research, Inc.
    19. John Wilmoth & Shiro Horiuchi, 1999. "Rectangularization revisited: Variability of age at death within human populations," Demography, Springer;Population Association of America (PAA), vol. 36(4), pages 475-495, November.
    20. Smits, Jeroen & Monden, Christiaan, 2009. "Length of life inequality around the globe," Social Science & Medicine, Elsevier, vol. 68(6), pages 1114-1123, March.
    21. Easterlin, Richard A., 1999. "How beneficent is the market? A look at the modern history of mortality," European Review of Economic History, Cambridge University Press, vol. 3(3), pages 257-294, December.
    22. Siu Cheung & Jean-Marie Robine & Edward Tu & Graziella Caselli, 2005. "Three dimensions of the survival curve: horizontalization, verticalization, and longevity extension," Demography, Springer;Population Association of America (PAA), vol. 42(2), pages 243-258, May.
    23. David Croix & Alessandro Sommacal, 2009. "A Theory of Medical Effectiveness, Differential Mortality, Income Inequality and Growth for Pre-Industrial England," Mathematical Population Studies, Taylor & Francis Journals, vol. 16(1), pages 2-35.
    24. Ryan Edwards, 2013. "The cost of uncertain life span," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1485-1522, October.
    25. Gregory Clark, 2007. "Introduction to A Farewell to Alms: A Brief Economic History of the World," Introductory Chapters, in: A Farewell to Alms: A Brief Economic History of the World, Princeton University Press.
    26. Jeffrey R. Brown & Amy Finkelstein, 2011. "Insuring Long-Term Care in the United States," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 119-142, Fall.
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    Cited by:

    1. Meyer, Patrick & Ponthiere, Gregory, 2020. "Threshold ages for the relation between lifetime entropy and mortality risk," Mathematical Social Sciences, Elsevier, vol. 108(C), pages 1-7.
    2. Ponthiere, Gregory, 2023. "Social Insurance against a Short Life: Ante-Mortem versus Post-Mortem Policies," GLO Discussion Paper Series 1342, Global Labor Organization (GLO).

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    JEL classification:

    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • N30 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - General, International, or Comparative

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