IDEAS home Printed from https://ideas.repec.org/p/dem/wpaper/wp-2024-007.html
   My bibliography  Save this paper

Reassessing socioeconomic inequalities in mortality via distributional similarities

Author

Listed:
  • Ana C. Gómez Ugarte Valerio

    (Max Planck Institute for Demographic Research, Rostock, Germany)

  • Ugofilippo Basellini

    (Max Planck Institute for Demographic Research, Rostock, Germany)

  • Carlo G. Camarda

    (Max Planck Institute for Demographic Research, Rostock, Germany)

  • Fanny Janssen
  • Emilio Zagheni

    (Max Planck Institute for Demographic Research, Rostock, Germany)

Abstract

Commonly used measures of socioeconomic inequalities in mortality, such as the slope and the relative index of inequality, are based on summary measures of the group-specific age-at-death distributions (e.g. life expectancy). While this approach is informative, it ignores valuable information contained in the group-specific distributions. We apply and evaluate a novel measure of socio-economic inequality in mortality. Leveraging a metric of statistical distance, our Population Total Variation (PTV) measure is sensitive not only to changes in the means or variances, but also to broader mortality changes that affect distributional shapes. The PTV also allow the levels and trends of socioeconomic inequalities in mortality to be decomposed into mortality changes versus changes in the composition of the population. We use mortality data by socioeconomic groups to assess mortality inequalities with both established measures and our proposed PTV. Our findings suggest that levels and trends in mortality inequalities computed with the PTV differ compared to other conventional summary-based measures. The method we propose can be applied to any context where mortality rates are available by socio-economic groups. We conclude that measuring distributional similarities in mortality enhances our understanding of between groups inequalities in mortality.

Suggested Citation

  • Ana C. Gómez Ugarte Valerio & Ugofilippo Basellini & Carlo G. Camarda & Fanny Janssen & Emilio Zagheni, 2024. "Reassessing socioeconomic inequalities in mortality via distributional similarities," MPIDR Working Papers WP-2024-007, Max Planck Institute for Demographic Research, Rostock, Germany.
  • Handle: RePEc:dem:wpaper:wp-2024-007
    DOI: 10.4054/MPIDR-WP-2024-007
    as

    Download full text from publisher

    File URL: https://www.demogr.mpg.de/papers/working/wp-2024-007.pdf
    Download Restriction: no

    File URL: https://osf.io/6sv5z/?view_only=4088fe63b22e4e97856781427f697bca
    Download Restriction: no

    File URL: https://libkey.io/10.4054/MPIDR-WP-2024-007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Isaac Sasson, 2016. "Trends in Life Expectancy and Lifespan Variation by Educational Attainment: United States, 1990–2010," Demography, Springer;Population Association of America (PAA), vol. 53(2), pages 269-293, April.
    2. James W. Vaupel & Marie-Pier Bergeron-Boucher & Ilya Kashnitsky, 2021. "Outsurvival as a measure of the inequality of lifespans between two populations," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 44(35), pages 853-864.
    3. Shkolnikov, Vladimir M. & Jasilionis, Domantas & Andreev, Evgeny M. & Jdanov, Dmitri A. & Stankuniene, Vladislava & Ambrozaitiene, Dalia, 2007. "Linked versus unlinked estimates of mortality and length of life by education and marital status: Evidence from the first record linkage study in Lithuania," Social Science & Medicine, Elsevier, vol. 64(7), pages 1392-1406, April.
    4. 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.
    5. Jiaxin Shi & José Manuel Aburto & Pekka Martikainen & Lasse Tarkiainen & Alyson van Raalte, 2023. "A distributional approach to measuring lifespan stratification," Population Studies, Taylor & Francis Journals, vol. 77(1), pages 15-33, January.
    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. Sahar El-Sheneity & May Gadallah, 2017. "The Use of Common Area k-Sample Test in Evaluating Targeting Methodologies: An Application to the Case of Egypt," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1193-1206, September.
    8. Mackenbach, Johan P. & Kunst, Anton E., 1997. "Measuring the magnitude of socio-economic inequalities in health: An overview of available measures illustrated with two examples from Europe," Social Science & Medicine, Elsevier, vol. 44(6), pages 757-771, March.
    9. 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.
    10. Alison L. Gibbs & Francis Edward Su, 2002. "On Choosing and Bounding Probability Metrics," International Statistical Review, International Statistical Institute, vol. 70(3), pages 419-435, December.
    11. Kunst, A.E. & Mackenbach, J.P., 1994. "The size of mortality differences associated with educational level in nine industrialized countries," American Journal of Public Health, American Public Health Association, vol. 84(6), pages 932-937.
    12. Iñaki Permanyer & Jeroen Spijker & Amand Blanes & Elisenda Renteria, 2018. "Longevity and Lifespan Variation by Educational Attainment in Spain: 1960–2015," Demography, Springer;Population Association of America (PAA), vol. 55(6), pages 2045-2070, December.
    13. repec:hal:pseose:hal-01061000 is not listed on IDEAS
    14. Dennis Feehan & Elizabeth Wrigley-Field, 2021. "How do populations aggregate?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 44(15), pages 363-378.
    15. Seaman, Rosie & Riffe, Tim & Leyland, Alastair H. & Popham, Frank & van Raalte, Alyson, 2019. "The increasing lifespan variation gradient by area-level deprivation: A decomposition analysis of Scotland 1981–2011," Social Science & Medicine, Elsevier, vol. 230(C), pages 147-157.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Seaman, Rosie & Riffe, Tim & Leyland, Alastair H. & Popham, Frank & van Raalte, Alyson, 2019. "The increasing lifespan variation gradient by area-level deprivation: A decomposition analysis of Scotland 1981–2011," Social Science & Medicine, Elsevier, vol. 230(C), pages 147-157.
    2. José M. Aburto & Alyson A. van Raalte, 2017. "Lifespan dispersion in times of life expectancy fluctuation: the case of Central and Eastern Europe," MPIDR Working Papers WP-2017-018, Max Planck Institute for Demographic Research, Rostock, Germany.
    3. Aburto, José Manuel & Kristensen, Frederikke Frehr & Sharp, Paul, 2021. "Black-white disparities during an epidemic: Life expectancy and lifespan disparity in the US, 1980–2000," Economics & Human Biology, Elsevier, vol. 40(C).
    4. José Manuel Aburto & Alyson van Raalte, 2018. "Lifespan Dispersion in Times of Life Expectancy Fluctuation: The Case of Central and Eastern Europe," Demography, Springer;Population Association of America (PAA), vol. 55(6), pages 2071-2096, December.
    5. Iñaki Permanyer & Jeroen Spijker & Amand Blanes & Elisenda Renteria, 2018. "Longevity and Lifespan Variation by Educational Attainment in Spain: 1960–2015," Demography, Springer;Population Association of America (PAA), vol. 55(6), pages 2045-2070, December.
    6. Serena Vigezzi & Jose Manuel Aburto & Iñaki Permanyer & Virginia Zarulli, 2022. "Divergent trends in lifespan variation during mortality crises," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 46(11), pages 291-336.
    7. Isaac Sasson, 2016. "Trends in Life Expectancy and Lifespan Variation by Educational Attainment: United States, 1990–2010," Demography, Springer;Population Association of America (PAA), vol. 53(2), pages 269-293, April.
    8. Duncan Gillespie & Meredith Trotter & Shripad Tuljapurkar, 2014. "Divergence in Age Patterns of Mortality Change Drives International Divergence in Lifespan Inequality," Demography, Springer;Population Association of America (PAA), vol. 51(3), pages 1003-1017, June.
    9. Hannelore Grande & Patrick Deboosere & Hadewijch Vandenheede, 2013. "Evolution of educational inequalities in mortality among young adults in an urban setting," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(6), pages 825-835, December.
    10. Ana C. Gómez-Ugarte & Víctor M. García-Guerrero, 2023. "Inequality Crossroads of Mortality: Socioeconomic Disparities in Life Expectancy and Life Span in Mexico Between 1990 and 2015," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(4), pages 1-22, August.
    11. Wiktoria Wróblewska, 2012. "Nierówności społeczne w stanie zdrowia w Polsce – analiza na podstawie samooceny stanu zdrowia oraz poziomu wykształcenia," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 28, pages 65-84.
    12. Joseph T. Lariscy & Claudia Nau & Glenn Firebaugh & Robert A. Hummer, 2016. "Hispanic-White Differences in Lifespan Variability in the United States," Demography, Springer;Population Association of America (PAA), vol. 53(1), pages 215-239, February.
    13. Aburto, José Manuel & Basellini, Ugofilippo & Baudisch, Annette & Villavicencio, Francisco, 2022. "Drewnowski’s index to measure lifespan variation: Revisiting the Gini coefficient of the life table," Theoretical Population Biology, Elsevier, vol. 148(C), pages 1-10.
    14. Héctor Pifarré i Arolas & José C. Andrade Santacruz & Mikko Myrskylä, 2023. "An overlapping cohorts perspective of lifespan inequality," MPIDR Working Papers WP-2023-046, Max Planck Institute for Demographic Research, Rostock, Germany.
    15. Francisco Goerlich, 2020. "Distributionally adjusted life expectancy as a life table function," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 43(14), pages 365-400.
    16. Patrick Meyer & Gregory Ponthiere, 2020. "Human lifetime entropy in a historical perspective (1750–2014)," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 14(1), pages 129-167, January.
    17. Jorge M. Uribe & Helena Chuliá & Montserrat Guillen, 2018. "Trends in the Quantiles of the Life Table Survivorship Function," European Journal of Population, Springer;European Association for Population Studies, vol. 34(5), pages 793-817, December.
    18. Alyson van Raalte & Pekka Martikainen & Mikko Myrskylä, 2014. "Lifespan Variation by Occupational Class: Compression or Stagnation Over Time?," Demography, Springer;Population Association of America (PAA), vol. 51(1), pages 73-95, February.
    19. 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.
    20. Malene Kallestrup‐Lamb & Søren Kjærgaard & Carsten P. T. Rosenskjold, 2020. "Insight into stagnating adult life expectancy: Analyzing cause of death patterns across socioeconomic groups," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1728-1743, December.

    More about this item

    Keywords

    Denmark; England; Sweden; inequality; mortality;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • Z0 - Other Special Topics - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:dem:wpaper:wp-2024-007. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Wilhelm (email available below). General contact details of provider: https://www.demogr.mpg.de/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.