IDEAS home Printed from https://ideas.repec.org/a/bla/jorssa/v169y2006i2p337-359.html
   My bibliography  Save this article

Pathways between education and health: a causal modelling approach

Author

Listed:
  • Tarani Chandola
  • Paul Clarke
  • J. N. Morris
  • David Blane

Abstract

Summary. The association of poor education and poor health has been consistently observed in many studies and in various countries. Thus far, studies examining the mechanisms underlying this association have looked at only a limited set of potential pathways. This study simultaneously examines six distinctive pathways, which have been hypothesized to link education and health and found support from previous studies. A causal analysis of education and health was performed using structural equation models. Data were used from six phases of the National Child Development Study, which is based on following up an initial sample of 17416 children who were born in 1958. The association between education and health appears to be explained by a combination of mechanisms: adolescent health and adult health behaviours for men and women, adult social class among men and parental social class among women. We conclude that improvements in population educational attainment may not automatically lead to improvements in population health, and that health policies for improving health and reducing health inequalities need to target specific causal pathways.

Suggested Citation

  • Tarani Chandola & Paul Clarke & J. N. Morris & David Blane, 2006. "Pathways between education and health: a causal modelling approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 337-359, March.
  • Handle: RePEc:bla:jorssa:v:169:y:2006:i:2:p:337-359
    DOI: 10.1111/j.1467-985X.2006.00411.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1467-985X.2006.00411.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1467-985X.2006.00411.x?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. Kenkel, Donald S, 1991. "Health Behavior, Health Knowledge, and Schooling," Journal of Political Economy, University of Chicago Press, vol. 99(2), pages 287-305, April.
    2. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    3. Feinstein, Leon & Symons, James, 1999. "Attainment in Secondary School," Oxford Economic Papers, Oxford University Press, vol. 51(2), pages 300-321, April.
    4. Wadsworth, M. E. J. & Butterworth, S. L. & Hardy, R. J. & Kuh, D. J. & Richards, M. & Langenberg, C. & Hilder, W. S. & Connor, M., 2003. "The life course prospective design: an example of benefits and problems associated with study longevity," Social Science & Medicine, Elsevier, vol. 57(11), pages 2193-2205, December.
    5. Chandola, Tarani, 1998. "Social inequality in coronary heart disease: a comparison of occupational classifications," Social Science & Medicine, Elsevier, vol. 47(4), pages 525-533, August.
    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. Massimiliano Bratti & Alfonso Miranda, 2010. "Non‐pecuniary returns to higher education: the effect on smoking intensity in the UK," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 906-920, August.
    2. Sze Yan Liu & Jennifer J Manly & Benjamin D Capistrant & M Maria Glymour, 2015. "Historical Differences in School Term Length and Measured Blood Pressure: Contributions to Persistent Racial Disparities among US-Born Adults," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-13, June.
    3. Ploubidis, George B. & Benova, Lenka & Grundy, Emily & Laydon, Daniel & DeStavola, Bianca, 2014. "Lifelong Socio Economic Position and biomarkers of later life health: Testing the contribution of competing hypotheses," Social Science & Medicine, Elsevier, vol. 119(C), pages 258-265.
    4. Pradeep Kumar Choudhury, 2015. "Explaining the Role of Parental Education in the Regional Variations in Infant Mortality in India," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 2(3), pages 544-572, September.
    5. Liu, Sze Yan & Buka, Stephen L. & Kubzansky, Laura D. & Kawachi, Ichiro & Gilman, Stephen E. & Loucks, Eric B., 2013. "Sheepskin effects of education in the 10-year Framingham risk of coronary heart disease," Social Science & Medicine, Elsevier, vol. 80(C), pages 31-36.
    6. Amin, Vikesh & Dunn, Paul & Spector, Tim, 2018. "Does education attenuate the genetic risk of obesity? Evidence from U.K. Twins," Economics & Human Biology, Elsevier, vol. 31(C), pages 200-208.
    7. Cohen, Alison K. & Rehkopf, David H. & Deardorff, Julianna & Abrams, Barbara, 2013. "Education and obesity at age 40 among American adults," Social Science & Medicine, Elsevier, vol. 78(C), pages 34-41.
    8. Lê, Félice & Diez Roux, Ana & Morgenstern, Hal, 2013. "Effects of child and adolescent health on educational progress," Social Science & Medicine, Elsevier, vol. 76(C), pages 57-66.
    9. Amina Aitsi-Selmi & Ruth Bell & Martin J Shipley & Michael G Marmot, 2014. "Education Modifies the Association of Wealth with Obesity in Women in Middle-Income but Not Low-Income Countries: An Interaction Study Using Seven National Datasets, 2005-2010," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
    10. Zhu, Yajing & Steele, Fiona & Moustaki, Irini, 2017. "A general 3-step maximum likelihood approach to estimate the effects of multiple latent categorical variables on a distal outcome," LSE Research Online Documents on Economics 81850, London School of Economics and Political Science, LSE Library.
    11. Kedir Y Ahmed & Abdon G Rwabilimbo & Solomon Abrha & Andrew Page & Amit Arora & Fentaw Tadese & Tigistu Yemane Beyene & Abdulaziz Seiko & Abdulhafiz A Endris & Kingsley E Agho & Felix Akpojene Ogbo & , 2020. "Factors associated with underweight, overweight, and obesity in reproductive age Tanzanian women," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-16, August.
    12. Bongoh Kye & Erika Arenas & Graciela Teruel & Luis Rubalcava, 2014. "Education, Elderly Health, and Differential Population Aging in South Korea: A Demographic Approach," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 30(26), pages 753-794.
    13. Kulhánová, Ivana & Hoffmann, Rasmus & Judge, Ken & Looman, Caspar W.N. & Eikemo, Terje A. & Bopp, Matthias & Deboosere, Patrick & Leinsalu, Mall & Martikainen, Pekka & Rychtaříková, Jitka & Wojtyniak,, 2014. "Assessing the potential impact of increased participation in higher education on mortality: Evidence from 21 European populations," Social Science & Medicine, Elsevier, vol. 117(C), pages 142-149.
    14. Andersson, Matthew A. & Maralani, Vida, 2015. "Early-life characteristics and educational disparities in smoking," Social Science & Medicine, Elsevier, vol. 144(C), pages 138-147.
    15. Liliya Leopold & Henriette Engelhartdt, 2013. "Education and physical health trajectories in old age. Evidence from the Survey of Health, Ageing and Retirement in Europe (SHARE)," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(1), pages 23-31, February.

    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. Anura Amarasinghe & Gerard D'Souza & Cheryl Brown & Tatiana Borisova, 2006. "A Spatial Analysis of Obesity in West Virginia," Working Papers Working Paper 2006-13, Regional Research Institute, West Virginia University.
    2. Aysit Tansel & Halil Ibrahim Keskin, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1721, Koc University-TUSIAD Economic Research Forum.
    3. de Walque, Damien, 2007. "How does the impact of an HIV/AIDS information campaign vary with educational attainment? Evidence from rural Uganda," Journal of Development Economics, Elsevier, vol. 84(2), pages 686-714, November.
    4. Chen, Li-Shiun & Wang, Ping & Yao, Yao, 2018. "Power of personalized smoking cessation: A unified lifecycle framework for policy evaluation," Working Paper Series 20333, Victoria University of Wellington, School of Economics and Finance.
    5. Petter Lundborg & Carl Hampus Lyttkens & Paul Nystedt, 2016. "The Effect of Schooling on Mortality: New Evidence From 50,000 Swedish Twins," Demography, Springer;Population Association of America (PAA), vol. 53(4), pages 1135-1168, August.
    6. Tansel, Aysit & Karao?lan, Deniz, 2016. "The Causal Effect of Education on Health Behaviors: Evidence from Turkey," IZA Discussion Papers 10020, Institute of Labor Economics (IZA).
    7. Park, Cheolsung & Kang, Changhui, 2008. "Does education induce healthy lifestyle?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1516-1531, December.
    8. Rodolfo Nayga, 1999. "A Note on Schooling and Smoking: the issue revisited," Education Economics, Taylor & Francis Journals, vol. 7(3), pages 253-258.
    9. Vrachimis Konstantinos & Zachariadis Marios, 2013. "A contribution to the empirics of welfare growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 13(1), pages 213-244, April.
    10. Strulik, Holger, 2018. "The return to education in terms of wealth and health," The Journal of the Economics of Ageing, Elsevier, vol. 12(C), pages 1-14.
    11. Kathryn Anderson & James Foster & David Frisvold, 2004. "Investing in Health: The Long-Term Impact of Head Start," Vanderbilt University Department of Economics Working Papers 0426, Vanderbilt University Department of Economics.
    12. Aysit Tansel & Deniz Karaoglan, 2014. "Health Behaviors and Education in Turkey," ERC Working Papers 1406, ERC - Economic Research Center, Middle East Technical University, revised Jun 2014.
    13. repec:rri:wpaper:200613 is not listed on IDEAS
    14. Naci Mocan & Duha Altindag, 2014. "Education, cognition, health knowledge, and health behavior," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(3), pages 265-279, April.
    15. Samuel Perlo‐Freeman & Don J. Webber, 2009. "Basic Needs, Government Debt and Economic Growth," The World Economy, Wiley Blackwell, vol. 32(6), pages 965-994, June.
    16. Gathmann, Christina & Jürges, Hendrik & Reinhold, Steffen, 2015. "Compulsory schooling reforms, education and mortality in twentieth century Europe," Social Science & Medicine, Elsevier, vol. 127(C), pages 74-82.
    17. Chen, Keith & Lange, Fabian, 2008. "Education, Information, and Improved Health: Evidence from Breast Cancer Screening," IZA Discussion Papers 3548, Institute of Labor Economics (IZA).
    18. Albouy, Valerie & Lequien, Laurent, 2009. "Does compulsory education lower mortality?," Journal of Health Economics, Elsevier, vol. 28(1), pages 155-168, January.
    19. Antoine Marsaudon & Lise Rochaix, 2017. "Impact of acute health shocks on cigarette consumption
      [Impact d'un choc de santé sur la consommation de cigarette]
      ," PSE Working Papers halshs-01626024, HAL.
    20. Setti Rais Ali & Paul Dourgnon & Lise Rochaix, 2018. "Social Capital or Education: What Matters Most to Cut Time to Diagnosis?," Working Papers halshs-01703170, HAL.
    21. O'Sullivan, Vincent, 2012. "The Long Term Health Effects of Education," Papers WP429, Economic and Social Research Institute (ESRI).

    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:bla:jorssa:v:169:y:2006:i:2:p:337-359. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/rssssea.html .

    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.