IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0149716.html
   My bibliography  Save this article

Education and Self-Reported Health: Evidence from 23 Countries on the Role of Years of Schooling, Cognitive Skills and Social Capital

Author

Listed:
  • Francesca Borgonovi
  • Artur Pokropek

Abstract

We examine the contribution of human capital to health in 23 countries worldwide using the OECD Survey of Adult Skills, a unique large-scale international assessment of 16–65 year olds that contains information about self-reported health, schooling, cognitive skills and indicators of interpersonal trust, which represents the cognitive dimension of social capital. We identify cross-national differences in education, skill and social capital gradients in self-reported health and explore the interaction between human capital and social capital to examine if and where social capital is a mediator or a moderator of years of schooling and cognitive abilities. We find large education gaps in self-reported health across all countries in our sample and a strong positive relationship between self-reported health and both literacy and trust in the majority of countries. Education and skill gradients in self-reported health appear to be largest in the United States and smallest in Italy, France, Sweden and Finland. On average around 5.5% of both the schooling gap in self-reported health and the literacy gap in self-reported health can be explained by the higher levels of interpersonal trust that better educated/more skilled individuals have, although the mediating role of trust varies considerably across countries. We find no evidence of a moderation effect: the relationships between health and years of schooling and health and cognitive skills are similar among individuals with different levels of trust.

Suggested Citation

  • Francesca Borgonovi & Artur Pokropek, 2016. "Education and Self-Reported Health: Evidence from 23 Countries on the Role of Years of Schooling, Cognitive Skills and Social Capital," PLOS ONE, Public Library of Science, vol. 11(2), pages 1-16, February.
  • Handle: RePEc:plo:pone00:0149716
    DOI: 10.1371/journal.pone.0149716
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0149716
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0149716&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0149716?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. van Doorslaer, Eddy & Gerdtham, Ulf-G., 2003. "Does inequality in self-assessed health predict inequality in survival by income? Evidence from Swedish data," Social Science & Medicine, Elsevier, vol. 57(9), pages 1621-1629, November.
    2. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    3. Cutler, David M. & Huang, Wei & Lleras-Muney, Adriana, 2015. "When does education matter? The protective effect of education for cohorts graduating in bad times," Social Science & Medicine, Elsevier, vol. 127(C), pages 63-73.
    4. Wilkinson, Richard G & Pickett, Kate E., 2006. "Income inequality and population health: A review and explanation of the evidence," Social Science & Medicine, Elsevier, vol. 62(7), pages 1768-1784, April.
    5. Almedom, Astier M., 2005. "Social capital and mental health: An interdisciplinary review of primary evidence," Social Science & Medicine, Elsevier, vol. 61(5), pages 943-964, September.
    6. Damon Clark & Heather Royer, 2013. "The Effect of Education on Adult Mortality and Health: Evidence from Britain," American Economic Review, American Economic Association, vol. 103(6), pages 2087-2120, October.
    7. Franks, Peter & Gold, Marthe R. & Fiscella, Kevin, 2003. "Sociodemographics, self-rated health, and mortality in the US," Social Science & Medicine, Elsevier, vol. 56(12), pages 2505-2514, June.
    8. 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.
    9. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    10. Dee, Thomas S., 2004. "Are there civic returns to education?," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1697-1720, August.
    11. Albouy, Valerie & Lequien, Laurent, 2009. "Does compulsory education lower mortality?," Journal of Health Economics, Elsevier, vol. 28(1), pages 155-168, January.
    12. Dana Goldman & James P. Smith, 2005. "Socioeconomic Differences in the Adoption of New Medical Technologies," American Economic Review, American Economic Association, vol. 95(2), pages 234-237, May.
    13. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    14. Arendt, Jacob Nielsen, 2005. "Does education cause better health? A panel data analysis using school reforms for identification," Economics of Education Review, Elsevier, vol. 24(2), pages 149-160, April.
    15. Van Der Kooi, A.L.F. & Stronks, K. & Thompson, C.A. & DerSarkissian, M. & Arah, O.A., 2013. "The modifying influence of country development on the effect of individual educational attainment on self-rated health," American Journal of Public Health, American Public Health Association, vol. 103(11), pages 49-54.
    16. Esther Prins & Shannon Monnat, 2015. "Examining Associations between Self-Rated Health and Proficiency in Literacy and Numeracy among Immigrants and U.S.-Born Adults: Evidence from the Program for the International Assessment of Adult Com," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-25, July.
    17. McKinlay, John B., 1993. "The promotion of health through planned sociopolitical change: Challenges for research and policy," Social Science & Medicine, Elsevier, vol. 36(2), pages 109-117, January.
    18. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
    19. Freedman, Vicki A. & Martin, Linda G. & Schoeni, Robert F. & Cornman, Jennifer C., 2008. "Declines in late-life disability: The role of early- and mid-life factors," Social Science & Medicine, Elsevier, vol. 66(7), pages 1588-1602, April.
    20. 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.
    21. Milligan, Kevin & Moretti, Enrico & Oreopoulos, Philip, 2004. "Does education improve citizenship? Evidence from the United States and the United Kingdom," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1667-1695, August.
    22. Viswanath, K. & Steele, W.R. & Finnegan Jr., J.R., 2006. "Social capital and health: Civic engagement, community size, and recall of health massages," American Journal of Public Health, American Public Health Association, vol. 96(8), pages 1456-1461.
    23. Patrick Royston, 2004. "Multiple imputation of missing values," Stata Journal, StataCorp LP, vol. 4(3), pages 227-241, September.
    24. Silles, Mary A., 2009. "The causal effect of education on health: Evidence from the United Kingdom," Economics of Education Review, Elsevier, vol. 28(1), pages 122-128, February.
    25. Grossman, Michael, 2000. "The human capital model," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 7, pages 347-408, Elsevier.
    26. Ding, Weili & Lehrer, Steven F. & Rosenquist, J.Niels & Audrain-McGovern, Janet, 2009. "The impact of poor health on academic performance: New evidence using genetic markers," Journal of Health Economics, Elsevier, vol. 28(3), pages 578-597, May.
    27. Michael Grossman, 1972. "The Demand for Health: A Theoretical and Empirical Investigation," NBER Books, National Bureau of Economic Research, Inc, number gros72-1, March.
    28. Scott Adams, 2002. "Educational Attainment and Health: Evidence from a Sample of Older Adults," Education Economics, Taylor & Francis Journals, vol. 10(1), pages 97-109.
    29. 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.
    30. Borgonovi, Francesca, 2008. "Doing well by doing good. The relationship between formal volunteering and self-reported health and happiness," Social Science & Medicine, Elsevier, vol. 66(11), pages 2321-2334, June.
    31. Tim Reeskens & Marc Hooghe, 2008. "Cross-cultural measurement equivalence of generalized trust. Evidence from the European Social Survey (2002 and 2004)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 85(3), pages 515-532, February.
    32. Subramanian, S. V. & Kawachi, Ichiro & Kennedy, Bruce P., 2001. "Does the state you live in make a difference? Multilevel analysis of self-rated health in the US," Social Science & Medicine, Elsevier, vol. 53(1), pages 9-19, July.
    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. Jacobs, Babs & van der Velden, Rolf, 2021. "Exploring the uncharted waters of educational mobility: The role of key skills," Research Memorandum 016, Maastricht University, Graduate School of Business and Economics (GSBE).
    2. Jona Schellekens & Anat Ziv, 2020. "The role of education in explaining trends in self-rated health in the United States, 1972–2018," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 42(12), pages 383-398.
    3. Martin, John P., 2018. "Skills for the 21st Century: Findings and Policy Lessons from the OECD Survey of Adult Skills," IZA Policy Papers 138, Institute of Labor Economics (IZA).
    4. Vieri Lastrucci & Chiara Lorini & Saverio Caini & Florence Health Literacy Research Group & Guglielmo Bonaccorsi, 2019. "Health literacy as a mediator of the relationship between socioeconomic status and health: A cross-sectional study in a population-based sample in Florence," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-14, December.
    5. Kino, Shiho & Jang, Soong-nang & Takahashi, Shuko & Ebner, Daniel K. & Kawachi, Ichiro, 2020. "Socioeconomic disparities in self-rated health in two East Asian countries: Comparative study between Japan and Korea," Social Science & Medicine, Elsevier, vol. 253(C).
    6. Prakash, Kushneel & Munyanyi, Musharavati Ephraim, 2021. "Energy poverty and obesity," Energy Economics, Elsevier, vol. 101(C).
    7. 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.
    8. Rosario Scandurra & Marco Alberio, 2021. "A Classification of Factors Affecting Adults’ Skills Distribution," SAGE Open, , vol. 11(2), pages 21582440211, May.

    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. Johnston, David W. & Lordan, Grace & Shields, Michael A. & Suziedelyte, Agne, 2015. "Education and health knowledge: Evidence from UK compulsory schooling reform," Social Science & Medicine, Elsevier, vol. 127(C), pages 92-100.
    2. repec:iae:iaewps:wp2014n01 is not listed on IDEAS
    3. Barış Alpaslan & Julide Yildirim, 2020. "The Missing Link: Are Individuals with More Social Capital in Better Health? Evidence from India," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(3), pages 811-834, August.
    4. Grytten, Jostein & Skau, Irene & Sørensen, Rune, 2020. "Who dies early? Education, mortality and causes of death in Norway," Social Science & Medicine, Elsevier, vol. 245(C).
    5. Jiang, Wei & Lu, Yi & Xie, Huihua, 2020. "Education and mental health: Evidence and mechanisms," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 407-437.
    6. Schmitz, Hendrik & Tawiah, Beatrice Baaba, 2023. "Life-cycle health effects of compulsory schooling," Ruhr Economic Papers 1006, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Albarrán, Pedro & Hidalgo-Hidalgo, Marisa & Iturbe-Ormaetxe, Iñigo, 2020. "Education and adult health: Is there a causal effect?," Social Science & Medicine, Elsevier, vol. 249(C).
    8. Pedro Albarran Pérez & Marisa Hidalgo Hidalgo & Iñigo Iturbe-Ormaetxe Kortajarene, 2017. "Schooling and adult health: Can education overcome bad early-life conditions?," Working Papers. Serie AD 2017-09, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    9. Raquel Fonseca Benito & Yuhui Zheng, 2011. "The Effect of Education on Health Cross-Country Evidence," Working Papers WR-864, RAND Corporation.
    10. Tatjana Begerow & Hendrik Jürges, 2022. "Does compulsory schooling affect health? Evidence from ambulatory claims data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(6), pages 953-968, August.
    11. Rasyad A. Parinduri, 2017. "Does Education Improve Health? Evidence from Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 53(9), pages 1358-1375, September.
    12. Anderberg, Dan & Chevalier, Arnaud & Wadsworth, Jonathan, 2011. "Anatomy of a health scare: Education, income and the MMR controversy in the UK," Journal of Health Economics, Elsevier, vol. 30(3), pages 515-530, May.
    13. Savelyev, Peter A. & Ward, Benjamin C. & Krueger, Robert F. & McGue, Matt, 2022. "Health endowments, schooling allocation in the family, and longevity: Evidence from US twins," Journal of Health Economics, Elsevier, vol. 81(C).
    14. Li, Jinhu & Powdthavee, Nattavudh, 2015. "Does more education lead to better health habits? Evidence from the school reforms in Australia," Social Science & Medicine, Elsevier, vol. 127(C), pages 83-91.
    15. Laura Crespo & Borja López-Noval & Pedro Mira, 2013. "Compulsory Schooling, Education and Mental Health: New Evidence from SHARELIFE," Working Papers wp2013_1304, CEMFI.
    16. Andrew Jones & John Roemer & Pedro Rosa Dias, 2014. "Equalising opportunities in health through educational policy," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 43(3), pages 521-545, October.
    17. Xie, Shiqing & Mo, Taiping, 2014. "The impact of education on health in China," China Economic Review, Elsevier, vol. 29(C), pages 1-18.
    18. Raquel Fonseca & Pierre-Carl Michaud & Yuhui Zheng, 2020. "The effect of education on health: evidence from national compulsory schooling reforms," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 11(1), pages 83-103, March.
    19. Eide, Eric R. & Showalter, Mark H., 2011. "Estimating the relation between health and education: What do we know and what do we need to know?," Economics of Education Review, Elsevier, vol. 30(5), pages 778-791, October.
    20. Markus Gehrsitz & Morgan C. Williams, "undated". "The Effects of Compulsory Schooling on Health and Hospitalization over the Life Cycle," Working Papers 2303, University of Strathclyde Business School, Department of Economics, revised May 2020.
    21. Meyer, Andrew G., 2017. "The impact of education on political ideology: Evidence from European compulsory education reforms," Economics of Education Review, Elsevier, vol. 56(C), pages 9-23.

    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:pone00:0149716. 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.