IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0195320.html
   My bibliography  Save this article

Early-life conditions and health at older ages: The mediating role of educational attainment, family and employment trajectories

Author

Listed:
  • Bruno Arpino
  • Jordi Gumà
  • Albert Julià

Abstract

Objectives: We examine to what extent the effect of early-life conditions (health and socioeconomic status) on health in later life is mediated by educational attainment and life-course trajectories (fertility, partnership, employment). Methods: Using data from the Survey of Health, Ageing and Retirement in Europe (N = 12,034), we apply, separately by gender, multichannel sequence analysis and cluster analysis to obtain groups of similar family and employment histories. The KHB method is used to disentangle direct and indirect effects of early-life conditions on health. Results: Early-life-conditions indirectly impact on health in later life as result of their influence on education and family and employment trajectories. For example, between 22% and 42% of the effect of low parental socio-economic status at childhood on the three considered health outcomes at older age is explained by educational attainment for women. Even higher percentages are found for men (35% - 57%). On the contrary, the positive effect of poor health at childhood on poor health at older ages is not significantly mediated by education and life-course trajectories. Education captures most of the mediating effect of parental socio-economic status. More specifically, between 66% and 75% of the indirect effect of low parental socio-economic status at childhood on the three considered health outcomes at older age is explained by educational attainment for women. Again, higher percentages are found for men (86% - 93%). Early-life conditions, especially socioeconomic status, influence family and employment trajectories indirectly through their impact on education. We also find a persistent direct impact of early-life conditions on health at older ages. Conclusions: Our findings demonstrate that early-life experiences influence education and life-course trajectories and health in later life, suggesting that public investments in children are expected to produce long lasting effects on people’s lives throughout the different phases of their life-course.

Suggested Citation

  • Bruno Arpino & Jordi Gumà & Albert Julià, 2018. "Early-life conditions and health at older ages: The mediating role of educational attainment, family and employment trajectories," PLOS ONE, Public Library of Science, vol. 13(4), pages 1-17, April.
  • Handle: RePEc:plo:pone00:0195320
    DOI: 10.1371/journal.pone.0195320
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0195320
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0195320&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0195320?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. Karsten Hank, 2010. "Childbearing History, Later Life Health, and Mortality in Germany," SOEPpapers on Multidisciplinary Panel Data Research 305, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Ye Luo & Linda J. Waite, 2005. "The Impact of Childhood and Adult SES on Physical, Mental, and Cognitive Well-Being in Later Life," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 60(2), pages 93-101.
    3. Gabriele Doblhammer & Gerard J van den Berg & Thomas Fritze, 2013. "Economic Conditions at the Time of Birth and Cognitive Abilities Late in Life: Evidence from Ten European Countries," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-12, September.
    4. Janzen, B. L. & Muhajarine, Nazeem, 2003. "Social role occupancy, gender, income adequacy, life stage and health: a longitudinal study of employed Canadian men and women," Social Science & Medicine, Elsevier, vol. 57(8), pages 1491-1503, October.
    5. Arnstein Aassve & Francesco C. Billari & Raffaella Piccarreta, 2007. "Strings of Adulthood: A Sequence Analysis of Young British Women’s Work-Family Trajectories," European Journal of Population, Springer;European Association for Population Studies, vol. 23(3), pages 369-388, October.
    6. Case, Anne & Fertig, Angela & Paxson, Christina, 2005. "The lasting impact of childhood health and circumstance," Journal of Health Economics, Elsevier, vol. 24(2), pages 365-389, March.
    7. Grundy, Emily & Tomassini, Cecilia, 2005. "Fertility history and health in later life: a record linkage study in England and Wales," Social Science & Medicine, Elsevier, vol. 61(1), pages 217-228, July.
    8. Manuel Flores & Adriaan Kalwij, 2014. "The associations between early life circumstances and later life health and employment in Europe," Empirical Economics, Springer, vol. 47(4), pages 1251-1282, December.
    9. Demakakos, Panayotes & Nazroo, James & Breeze, Elizabeth & Marmot, Michael, 2008. "Socioeconomic status and health: The role of subjective social status," Social Science & Medicine, Elsevier, vol. 67(2), pages 330-340, July.
    10. Ulrich Kohler & Kristian Bernt Karlson & Anders Holm, 2011. "Comparing coefficients of nested nonlinear probability models," Stata Journal, StataCorp LP, vol. 11(3), pages 420-438, September.
    11. Martin O’Flaherty & Janeen Baxter & Michele Haynes & Gavin Turrell, 2016. "The Family Life Course and Health: Partnership, Fertility Histories, and Later-Life Physical Health Trajectories in Australia," Demography, Springer;Population Association of America (PAA), vol. 53(3), pages 777-804, June.
    12. Ulrich Kohler, 2011. "Comparing coefficients between nested nonlinear probability models," German Stata Users' Group Meetings 2011 08, Stata Users Group.
    13. Steven Haas, 2007. "The long-term effects of poor childhood health: An assessment and application of retrospective reports," Demography, Springer;Population Association of America (PAA), vol. 44(1), pages 113-135, February.
    14. Aart C. Liefbroer & Martine Corijn, 1999. "Who, What, Where, and When? Specifying the Impact of Educational Attainment and Labour Force Participation on Family Formation," European Journal of Population, Springer;European Association for Population Studies, vol. 15(1), pages 45-75, March.
    15. van den Berg, Gerard J. & Gupta, Sumedha, 2015. "The role of marriage in the causal pathway from economic conditions early in life to mortality," Journal of Health Economics, Elsevier, vol. 40(C), pages 141-158.
    16. Gabadinho, Alexis & Ritschard, Gilbert & Müller, Nicolas S & Studer, Matthias, 2011. "Analyzing and Visualizing State Sequences in R with TraMineR," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i04).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bruno Arpino & Jordi Gumà & Albert JuliÃ, 2021. "Deviations From Standard Family Histories and Subjective Wellbeing at Older Ages," Econometrics Working Papers Archive 2021_16, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
    2. Diana Portela & Marta Almada & Luís Midão & Elísio Costa, 2020. "Instrumental Activities of Daily Living (iADL) Limitations in Europe: An Assessment of SHARE Data," IJERPH, MDPI, vol. 17(20), pages 1-15, October.
    3. Machů, Vendula & Veldman, Karin & Arends, Iris & Bültmann, Ute, 2022. "Work-family trajectories in young adulthood: Associations with mental health problems in adolescence," Social Science & Medicine, Elsevier, vol. 314(C).
    4. Montorsi, Carlotta & Fusco, Alessio & Van Kerm, Philippe & Bordas, Stéphane P.A., 2024. "Predicting depression in old age: Combining life course data with machine learning," Economics & Human Biology, Elsevier, vol. 52(C).
    5. Mihaela Angelova, 2024. "Changes in Determinants of Life Satisfaction of People Aged 50 and Over before and after the Outbreak of COVID-19," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 114-138.
    6. Zhu, Yajing & Steele, Fiona & Moustaki, Irini, 2020. "A multilevel structural equation model for the interrelationships between multiple latent dimensions of childhood socio‐economic circumstances, partnership transitions and mid‐life health," LSE Research Online Documents on Economics 103104, London School of Economics and Political Science, LSE Library.
    7. C. L. Comolli & L. Bernardi & M. Voorpostel, 2021. "Joint Family and Work Trajectories and Multidimensional Wellbeing," European Journal of Population, Springer;European Association for Population Studies, vol. 37(3), pages 643-696, July.
    8. Nia Murniati & Badra Al Aufa & Dian Kusuma & Sudijanto Kamso, 2022. "A Scoping Review on Biopsychosocial Predictors of Mental Health among Older Adults," IJERPH, MDPI, vol. 19(17), pages 1-13, September.
    9. Arpino, Bruno & Gumà, Jordi & Julià, Albert, 2023. "Non-standard family histories and wellbeing at older ages," Social Science & Medicine, Elsevier, vol. 338(C).

    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. Maria Sironi & George B. Ploubidis & Emily M. Grundy, 2020. "Fertility History and Biomarkers Using Prospective Data: Evidence From the 1958 National Child Development Study," Demography, Springer;Population Association of America (PAA), vol. 57(2), pages 529-558, April.
    2. Arpino, Bruno & Gumà, Jordi & Julià, Albert, 2023. "Non-standard family histories and wellbeing at older ages," Social Science & Medicine, Elsevier, vol. 338(C).
    3. Maria Sironi, 2019. "Fertility histories and chronic conditions later in life in Europe," European Journal of Ageing, Springer, vol. 16(3), pages 259-272, September.
    4. Noghanibehambari, Hamid & Engelman, Michal, 2022. "Social insurance programs and later-life mortality: Evidence from new deal relief spending," Journal of Health Economics, Elsevier, vol. 86(C).
    5. Brandt, Martina & Deindl, Christian & Hank, Karsten, 2012. "Tracing the origins of successful aging: The role of childhood conditions and social inequality in explaining later life health," Social Science & Medicine, Elsevier, vol. 74(9), pages 1418-1425.
    6. Brienna Perelli-Harris & Stefanie Hoherz & Fenaba Addo & Trude Lappegård & Ann Evans & Sharon Sassler & Marta Styrc, 2018. "Do Marriage and Cohabitation Provide Benefits to Health in Mid-Life? The Role of Childhood Selection Mechanisms and Partnership Characteristics Across Countries," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 37(5), pages 703-728, October.
    7. Schaan, Barbara, 2014. "The interaction of family background and personal education on depressive symptoms in later life," Social Science & Medicine, Elsevier, vol. 102(C), pages 94-102.
    8. Huang, Cheng & Soldo, Beth J. & Elo, Irma T., 2011. "Do early-life conditions predict functional health status in adulthood? The case of Mexico," Social Science & Medicine, Elsevier, vol. 72(1), pages 100-107, January.
    9. Liao, Tim F. & Bolano, Danilo & Brzinsky-Fay, Christian & Cornwell, Benjamin & Fasang, Anette Eva & Helske, Satu & Piccarreta, Raffaella & Raab, Marcel & Ritschard, Gilbert & Struffolino, Emanuela & S, 2022. "Sequence analysis: Its past, present, and future," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 107, pages 1-1.
    10. Suzana Koelet & Helga de Valk & Ignace Glorieux & Ilse Laurijssen & Didier Willaert, 2015. "The timing of family commitments in the early work career," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 32(22), pages 657-690.
    11. Angelini, Viola & Mierau, Jochen O. & Viluma, Laura, 2021. "Socioeconomic Conditions in Childhood and Mental Health Later in Life," GLO Discussion Paper Series 844, Global Labor Organization (GLO).
    12. Haas, Steven, 2008. "Trajectories of functional health: The 'long arm' of childhood health and socioeconomic factors," Social Science & Medicine, Elsevier, vol. 66(4), pages 849-861, February.
    13. Sandy Tubeuf & Florence Jusot & Damien Bricard, 2012. "Mediating Role Of Education And Lifestyles In The Relationship Between Early‐Life Conditions And Health: Evidence From The 1958 British Cohort," Health Economics, John Wiley & Sons, Ltd., vol. 21(S1), pages 129-150, June.
    14. Haas, Steven A. & Oi, Katsuya, 2018. "The developmental origins of health and disease in international perspective," Social Science & Medicine, Elsevier, vol. 213(C), pages 123-133.
    15. Fritze, Thomas & Doblhammer, Gabriele & van den Berg, Gerard J., 2014. "Can individual conditions during childhood mediate or moderate the long-term cognitive effects of poor economic environments at birth?," Social Science & Medicine, Elsevier, vol. 119(C), pages 240-248.
    16. Martin O’Flaherty & Janeen Baxter & Michele Haynes & Gavin Turrell, 2016. "The Family Life Course and Health: Partnership, Fertility Histories, and Later-Life Physical Health Trajectories in Australia," Demography, Springer;Population Association of America (PAA), vol. 53(3), pages 777-804, June.
    17. Anna Zajacova & Katrina Walsemann & Jennifer Dowd, 2015. "The Long Arm of Adolescent Health Among Men and Women: Does Attained Status Explain Its Association with Mid-Adulthood Health?," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 34(1), pages 19-48, February.
    18. Hamid NoghaniBehambari & Farzaneh Noghani & Nahid Tavassoli, 2021. "Early-life Income Shocks and Old-Age Cause-Specific Mortality," Papers 2101.03943, arXiv.org.
    19. Christelis, Dimitris & Dobrescu, Loretti I. & Motta, Alberto, 2020. "Early life conditions and financial risk-taking in older age," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
    20. Stefanie Sperlich & Frauke-Marie Adler & Johannes Beller & Batoul Safieddine & Juliane Tetzlaff & Fabian Tetzlaff & Siegfried Geyer, 2022. "Getting Better or Getting Worse? A Population-Based Study on Trends in Self-Rated Health among Single Mothers in Germany between 1994 and 2018," IJERPH, MDPI, vol. 19(5), pages 1-13, February.

    More about this item

    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:plo:pone00:0195320. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.