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Role of income mobility for the measurement of inequality in life expectancy

Author

Listed:
  • Claus Thustrup Kreiner

    (Center for Economic Behavior and Inequality, Department of Economics, University of Copenhagen, 1353 Copenhagen, Denmark)

  • Torben Heien Nielsen

    (Center for Economic Behavior and Inequality, Department of Economics, University of Copenhagen, 1353 Copenhagen, Denmark)

  • Benjamin Ly Serena

    (Center for Economic Behavior and Inequality, Department of Economics, University of Copenhagen, 1353 Copenhagen, Denmark)

Abstract

This work proposes a method to compute the income gradient in period life expectancy that accounts for income mobility. Using income and mortality records of the Danish population over the period 1980–2013, we validate the method and provide estimates of the income gradient. The period life expectancy of individuals at a certain age, and belonging to a certain income class, is normally computed by using the mortality of older cohorts in the same income class. This approach does not take into account that a substantial fraction of the population moves away from their original income class, which leads to an upward bias in the estimation of the income gradient in life expectancy. For 40-y-olds in the bottom 5% of the income distribution, the risk of dying before age 60 is overestimated by 25%. For the top 5% income class, the risk of dying is underestimated by 20%. By incorporating a classic approach from the social mobility literature, we provide a method that predicts income mobility and future mortality simultaneously. With this method, the association between income and life expectancy is lower throughout the income distribution. Without accounting for income mobility, the estimated difference in life expectancy between persons in percentiles 20 and 80 in the income distribution is 4.6 y for males and 4.1 y for females, while it is only half as big when accounting for mobility. The estimated rise in life-expectancy inequality over time is also halved when accounting for income mobility.

Suggested Citation

  • 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.
  • Handle: RePEc:nas:journl:v:115:y:2018:p:11754-11759
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    Citations

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    Cited by:

    1. Maria Berrittella, 2023. "Socioeconomic effects and the role of public spending decomposition on income mobility: a moderated regression model," International Journal of Economic Policy Studies, Springer, vol. 17(1), pages 187-210, February.
    2. Gordon B. Dahl & Claus Thustrup Kreiner & Torben Heien Nielsen & Benjamin Ly Serena, 2024. "Understanding the Rise in Life Expectancy Inequality," The Review of Economics and Statistics, MIT Press, vol. 106(2), pages 566-575, March.
    3. Damian Walczak & Jacek Wantoch-Rekowski & Robert Marczak, 2021. "Impact of Income on Life Expectancy: A Challenge for the Pension Policy," Risks, MDPI, vol. 9(4), pages 1-13, April.
    4. Gordon B. Dahl & Claus Thustrup Kreiner & Torben Helen Nielsen & Benjamin Ly Serena, 2020. "Linking Changes in Inequality in Life Expectancy and Mortality: Evidence from Denmark and the United States," CESifo Working Paper Series 8417, CESifo.
    5. Jolakoski, Petar & Pal, Arnab & Sandev, Trifce & Kocarev, Ljupco & Metzler, Ralf & Stojkoski, Viktor, 2023. "A first passage under resetting approach to income dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    6. Coveney, Max & García-Gómez, Pilar & van Doorslaer, Eddy & Van Ourti, Tom, 2020. "Thank goodness for stickiness: Unravelling the evolution of income-related health inequalities before and after the Great Recession in Europe," Journal of Health Economics, Elsevier, vol. 70(C).
    7. Kevin Milligan & Tammy Schirle, 2021. "The evolution of longevity: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 164-192, February.
    8. Keivan Diakite & Pierre Devolder, 2021. "Progressive Pension Formula and Life Expectancy Heterogeneity," Risks, MDPI, vol. 9(7), pages 1-19, July.
    9. Petar Jolakoski & Arnab Pal & Trifce Sandev & Ljupco Kocarev & Ralf Metzler & Viktor Stojkoski, 2022. "The fate of the American dream: A first passage under resetting approach to income dynamics," Papers 2212.13176, arXiv.org.
    10. Hirani, Jonas Lau-Jensen, 2021. "Inattention or reluctance? Parental responses to vaccination reminder letters," Journal of Health Economics, Elsevier, vol. 76(C).

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