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The Evolution of Longevity: Evidence from Canada

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  • Kevin Milligan
  • Tammy Schirle

Abstract

We find a steep earnings-longevity gradient using fifty years of administrative data from Canada, with men in the top ventile of earnings living eight years (11 percent) longer than those in the bottom ventile. For women, the difference is 3.6 years. Unlike the United States, this longevity gradient in Canada has shifted uniformly through time, with approximately equal gains across the earnings distribution. We compare our results using cross-sectional and cohort-based methods, finding similar trends but a steeper gradient when using cohorts. For middle-aged men, we find a cessation of mortality improvements in recent years, comparable to changes observed in the United States. Changes in income do not explain cross-time or cross-country differences.

Suggested Citation

  • Kevin Milligan & Tammy Schirle, 2018. "The Evolution of Longevity: Evidence from Canada," NBER Working Papers 24929, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:24929
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    1. Cutler, David M. & Lange, Fabian & Meara, Ellen & Richards-Shubik, Seth & Ruhm, Christopher J., 2011. "Rising educational gradients in mortality: The role of behavioral risk factors," Journal of Health Economics, Elsevier, vol. 30(6), pages 1174-1187.
    2. Hilary Hoynes & Mark Stabile, 2019. "How Do the US and Canadian Social Safety Nets Compare for Women and Children?," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 253-288.
    3. Anne Case & Angus Deaton, 2017. "Mortality and Morbidity in the 21st Century," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 397-476.
    4. Sarah Miller & Norman Johnson & Laura R Wherry, 2021. "Medicaid and Mortality: New Evidence From Linked Survey and Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1783-1829.
    5. David Cutler & Angus Deaton & Adriana Lleras-Muney, 2006. "The Determinants of Mortality," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 97-120, Summer.
    6. Harriet Duleep, 1989. "Measuring socioeconomic mortality differentials over time," Demography, Springer;Population Association of America (PAA), vol. 26(2), pages 345-351, May.
    7. Donna Feir & Randall Akee, 2019. "First Peoples lost: Determining the state of status First Nations mortality in Canada using administrative data," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(2), pages 490-525, May.
    8. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    9. Janet Currie & Hannes Schwandt, 2016. "Mortality Inequality: The Good News from a County-Level Approach," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 29-52, Spring.
    10. Kevin Milligan & Tammy Schirle, 2019. "Push and Pull: Disability Insurance, Regional Labor Markets, and Benefit Generosity in Canada and the United States," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 289-323.
    11. Orazio P. Attanasio & Hilary Williamson Hoynes, 2000. "Differential Mortality and Wealth Accumulation," Journal of Human Resources, University of Wisconsin Press, vol. 35(1), pages 1-29.
    12. Boisclair, David & Duclos, Jean-Yves & Marchand, Steeve & Michaud, Pierre-Carl, 2015. "Une analyse Économique de propositions visant à bonifier la couverture du risque de longévité," L'Actualité Economique, Société Canadienne de Science Economique, vol. 91(4), pages 499-530, Décembre.
    13. Alan J. Auerbach & Kerwin K. Charles & Courtney C. Coile & William Gale & Dana Goldman & Ronald Lee & Charles M. Lucas & Peter R. Orszag & Louise M. Sheiner & Bryan Tysinger & David N. Weil & Justin W, 2017. "How the Growing Gap in Life Expectancy May Affect Retirement Benefits and Reforms," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(3), pages 475-499, July.
    14. James E Duggan & Robert Gillingham & John S Greenlees, 2008. "Mortality and Lifetime Income: Evidence from U.S. Social Security Records," IMF Staff Papers, Palgrave Macmillan, vol. 55(4), pages 566-594, December.
    15. Michael Baker & Janet Currie & Hannes Schwandt, 2019. "Mortality Inequality in Canada and the United States: Divergent or Convergent Trends?," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 325-353.
    16. Leonid Gavrilov & Natalia Gavrilova, 2011. "Mortality Measurement at Advanced Ages," North American Actuarial Journal, Taylor & Francis Journals, vol. 15(3), pages 432-447.
    17. Hanratty, Maria J, 1996. "Canadian National Health Insurance and Infant Health," American Economic Review, American Economic Association, vol. 86(1), pages 276-284, March.
    18. Anne Case & Angua Deaton, 2015. "Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century," Working Papers 15078.full.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    19. Claus Thustrup Kreiner & Torben Heien Nielsen & Benjamin Ly Serena, 2018. "Role of income mobility for the measurement of inequality in life expectancy," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 115(46), pages 11754-11759, November.
    20. James Vaupel & Kenneth Manton & Eric Stallard, 1979. "The impact of heterogeneity in individual frailty on the dynamics of mortality," Demography, Springer;Population Association of America (PAA), vol. 16(3), pages 439-454, August.
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    Cited by:

    1. James Banks & Janet Currie & Sonya Krutikova & Kjell G. Salvanes & Hannes Schwandt, 2021. "The Evolution of Mortality Inequality in 11 OECD Countries: Introduction," Fiscal Studies, John Wiley & Sons, vol. 42(1), pages 9-23, March.
    2. Jan L. M. Dhaene & Moshe A. Milevsky, 2024. "Egalitarian pooling and sharing of longevity risk', a.k.a. 'The many ways to skin a tontine cat," Papers 2402.00855, arXiv.org.
    3. Guy Lacroix & Francois Laliberté‐Auger & Pierre‐Carl Michaud & Daniel Parent, 2021. "The effect of college education on health and mortality: Evidence from Canada," Health Economics, John Wiley & Sons, Ltd., vol. 30(S1), pages 105-118, November.
    4. Franca Glenzer & Pierre-Carl Michaud & Stefan Staubli, 2023. "Frames, Incentives, and Education: Effectiveness of Interventions to Delay Public Pension Claiming," CIRANO Working Papers 2023s-05, CIRANO.
    5. Marie Connolly & Akakpo Domefa-Konou & Marie-Louise Leroux, 2023. "Evaluating the relationship between income, survival and loss of autonomy among older Canadians," CIRANO Working Papers 2023s-04, CIRANO.
    6. Adriana Lleras‐Muney, 2022. "Education and income gradients in longevity: The role of policy," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(1), pages 5-37, February.
    7. Milevsky, Moshe A., 2020. "Swimming with wealthy sharks: longevity, volatility and the value of risk pooling," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(2), pages 217-246, April.
    8. Brant Abbott & Giovanni Gallipoli, 2018. "Human Capital Inequality: Empirical Evidence," Working Papers 2018-085, Human Capital and Economic Opportunity Working Group.
    9. Kevin Milligan & Tammy Schirle, 2018. "Rich Man, Poor Man: The Policy Implications of Canadians Living Longer," e-briefs 282, C.D. Howe Institute.
    10. Frank T Denton & Byron G Spencer & Terry A Yip, 2019. "Age-Income Dynamics Over The Life Course: Cohort Transition Patterns In Relative Income Based On Canadian Tax Returns," Department of Economics Working Papers 2019-02, McMaster University.

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    More about this item

    JEL classification:

    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination

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