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The Role of Education for Assessing Population Health: An Analysis of Healthy Life Expectancy by Educational Attainment for 16 European Countries

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  • Markus Sauerberg

Abstract

Healthy life expectancy (HLE) is a prominent summary indicator for evaluating and comparing the levels of population health status across Europe. Variations in HLE, however, do not necessarily reflect underlying differences in health and mortality levels among countries and are particularly sensitive when broken down by population subgroups. For instance, despite European countries showing large HLE inequalities by educational level, these countries are also highly heterogenous regarding their educational population composition, which most likely affects their HLE levels. We demonstrate how this compositional effect shapes HLE levels by providing HLE estimates of educational attainment and gender for 16 European countries using the Sullivan method. We use prevalence data about activities of daily living (ADLs) limitations from the European Union Statistics on Income and Living Conditions (EU-SILC) and mortality data from the Eurostat database. We then quantify the magnitude of educational inequalities based on the composite inequality index (CII). Finally, we express total HLE as the sum of education-specific HLEs, weighted by the educational population structure. As expected, we find large educational inequalities in HLE, with men's CII ranging from about 8.5 years in Portugal to approximately 3 years in Romania. For women, educational inequalities are slightly smaller. The decomposition reveals the population structure's strong effects on HLE, which can elicit misleading conclusions about people's health status and potentially turn HLE into an improper measure of educational differences as opposed to a measure of health gaps. For example, low-, medium-, and highly educated individuals in Portugal show more healthy life years than their counterparts in Poland. Still Poland's total HLE value slightly exceeds that of Portugal, indicating favorable health and mortality conditions in Poland. However, Poland's greater relative number of highly educated individuals in its population is responsible for producing this higher total HLE value. We conclude that education is not only paramount for assessing health inequalities across European countries, but also the population composition by educational attainment, because it drives the differences in HLE levels.

Suggested Citation

  • Markus Sauerberg, 2020. "The Role of Education for Assessing Population Health: An Analysis of Healthy Life Expectancy by Educational Attainment for 16 European Countries," VID Working Papers 2005, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna.
  • Handle: RePEc:vid:wpaper:2005
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    References listed on IDEAS

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    1. Neil M. Davies & Matt Dickson & George Davey Smith & Gerard J. van den Berg & Frank Windmeijer, 2018. "The causal effects of education on health outcomes in the UK Biobank," Nature Human Behaviour, Nature, vol. 2(2), pages 117-125, February.
    2. Robert Fogel & Dora Costa, 1997. "A theory of technophysio evolution, with some implications for forecasting population, health care costs, and pension costs," Demography, Springer;Population Association of America (PAA), vol. 34(1), pages 49-66, February.
    3. James W. Vaupel & Vladimir Canudas-Romo, 2002. "Decomposing demographic change into direct vs. compositional components," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 7(1), pages 1-14.
    4. Dustin Brown & Mark Hayward & Jennifer Montez & Robert Hummer & Chi-Tsun Chiu & Mira Hidajat, 2012. "The Significance of Education for Mortality Compression in the United States," Demography, Springer;Population Association of America (PAA), vol. 49(3), pages 819-840, August.
    5. Wolfgang Lutz & Endale Kebede, 2018. "Education and Health: Redrawing the Preston Curve," Population and Development Review, The Population Council, Inc., vol. 44(2), pages 343-361, June.
    6. Sherry Glied & Adriana Lleras-Muney, 2008. "Technological innovation and inequality in health," Demography, Springer;Population Association of America (PAA), vol. 45(3), pages 741-761, August.
    7. Arun S. Hendi, 2017. "Trends in Education-Specific Life Expectancy, Data Quality, and Shifting Education Distributions: A Note on Recent Research," Demography, Springer;Population Association of America (PAA), vol. 54(3), pages 1203-1213, June.
    8. repec:dau:papers:123456789/10510 is not listed on IDEAS
    9. Patrick Deboosere & Sylvie Gadeyne & Herman Oyen, 2009. "The 1991–2004 Evolution in Life Expectancy by Educational Level in Belgium Based on Linked Census and Population Register Data," European Journal of Population, Springer;European Association for Population Studies, vol. 25(2), pages 175-196, May.
    10. Nusselder, W.J. & Looman, C.W.N. & Mackenbach, J.P. & Huisman, M. & Van Oyen, H. & Deboosere, P. & Gadeyne, S. & Kunst, A.E., 2005. "The contribution of specific diseases to educational disparities in disability-free life expectancy," American Journal of Public Health, American Public Health Association, vol. 95(11), pages 2035-2041.
    11. Herman Oyen & Johan Heyden & Rom Perenboom & Carol Jagger, 2006. "Monitoring population disability: evaluation of a new Global Activity Limitation Indicator (GALI)," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 51(3), pages 153-161, June.
    12. Rubén Castro, 2011. "About the role of chronic conditions onto the US educational differences on mortality," Working Papers 19, Facultad de Economía y Empresa, Universidad Diego Portales.
    13. Liming Cai & Mark D. Hayward & Yasuhiko Saito & James Lubitz & Aaron Hagedorn & Eileen Crimmins, 2010. "Estimation of multi-state life table functions and their variability from complex survey data using the SPACE Program," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 22(6), pages 129-158.
    14. Mäki, Netta & Martikainen, Pekka & Eikemo, Terje & Menvielle, Gwenn & Lundberg, Olle & Östergren, Olof & Jasilionis, Domantas & Mackenbach, Johan P., 2013. "Educational differences in disability-free life expectancy: a comparative study of long-standing activity limitation in eight European countries," Social Science & Medicine, Elsevier, vol. 94(C), pages 1-8.
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    Keywords

    Health; mortality; educational inequalities; compositional effects; healthy life expectancy; life expectancy;
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