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Social Causation Versus Health Selection in the Life Course: Does Their Relative Importance Differ by Dimension of SES?

Author

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  • Rasmus Hoffmann

    (European University Institute
    Max Planck Institute for Demographic Research)

  • Hannes Kröger

    (European University Institute
    Socio-Economic Panel Study (SOEP) at the German Institute for Economic Research (DIW))

  • Siegfried Geyer

    (Hannover Medical School)

Abstract

A person’s socioeconomic status (SES) can affect health (social causation) and health can affect SES (health selection). The findings for each of these pathways may depend on how SES is measured. We study (1) whether social causation or health selection is more important for overall health inequalities, (2) whether this differs between stages of the life course, and (3) between measures of SES. Using retrospective survey data from 10 European countries (SHARELIFE, n = 18,734), and structural equation models in a cross-lagged panel design, we determine the relative explanatory power of social causation and health selection through childhood, adulthood, and old age. We use three ways to measure SES: First, as a latent variable capturing different aspects of SES, second as material wealth, and third as occupational skill level. Between childhood and adulthood, social causation and health selection are equally important. In the transition from adulthood to old age, social causation becomes more important than health selection, making it the dominant mechanism in old age. The three measures of SES produce similar results. Only material wealth shows a stronger effect on health (between childhood and adulthood); it is also more affected by health (between adulthood and old age) than the other measures.

Suggested Citation

  • Rasmus Hoffmann & Hannes Kröger & Siegfried Geyer, 2019. "Social Causation Versus Health Selection in the Life Course: Does Their Relative Importance Differ by Dimension of SES?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(3), pages 1341-1367, February.
    • Handle: RePEc:spr:soinre:v:141:y:2019:i:3:d:10.1007_s11205-018-1871-x
    DOI: 10.1007/s11205-018-1871-x
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    1. Lahelma, Eero & Laaksonen, Mikko & Martikainen, Pekka & Rahkonen, Ossi & Sarlio-Lähteenkorva, Sirpa, 2006. "Multiple measures of socioeconomic circumstances and common mental disorders," Social Science & Medicine, Elsevier, vol. 63(5), pages 1383-1399, September.
    2. Schrijvers, C.T.M. & Stronks, K. & Van De Mheen, H.D. & Mackenbach, J.P., 1999. "Explaining educational differences in mortality: The role of behavioral and material factors," American Journal of Public Health, American Public Health Association, vol. 89(4), pages 535-540.
    3. James Smith, 2005. "Consequences and Predictors of New Health Events," NBER Chapters, in: Analyses in the Economics of Aging, pages 213-240, National Bureau of Economic Research, Inc.
    4. Till Stowasser & Florian Heiss & Daniel McFadden & Joachim Winter, 2011. ""Healthy, Wealthy and Wise?" Revisited: An Analysis of the Causal Pathways from Socioeconomic Status to Health," NBER Chapters, in: Investigations in the Economics of Aging, pages 267-317, National Bureau of Economic Research, Inc.
    5. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    6. 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.
    7. Chandola, Tarani & Bartley, Mel & Sacker, Amanda & Jenkinson, Crispin & Marmot, Michael, 2003. "Health selection in the Whitehall II study, UK," Social Science & Medicine, Elsevier, vol. 56(10), pages 2059-2072, May.
    8. Palloni, Alberto & Milesi, Carolina & White, Robert G. & Turner, Alyn, 2009. "Early childhood health, reproduction of economic inequalities and the persistence of health and mortality differentials," Social Science & Medicine, Elsevier, vol. 68(9), pages 1574-1582, May.
    9. (*), Nigel Rice & Paul Contoyannis, 2001. "The impact of health on wages: Evidence from the British Household Panel Survey," Empirical Economics, Springer, vol. 26(4), pages 599-622.
    10. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    11. D. R. Cox, 1992. "Causality: Some Statistical Aspects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 155(2), pages 291-301, March.
    12. Titus J Galama & Hans van Kippersluis, 2019. "A Theory of Socio-economic Disparities in Health over the Life Cycle," The Economic Journal, Royal Economic Society, vol. 129(617), pages 338-374.
    13. Titus J. Galama & Hans van Kippersluis, 2010. "A Theory of Socioeconomic Disparities in Health over the Life Cycle," Tinbergen Institute Discussion Papers 10-079/3, Tinbergen Institute.
    14. Ilse Laurijssen & Bram Spruyt, 2015. "Not for People Like Us? A Six-Year Panel Study of the Mutual Relationship Between Feelings of Relative Deprivation and Occupational Status Among Young Adults in Flanders," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(2), pages 617-635, November.
    15. 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.
    16. Mackenbach, Johan P. & Kulhánová, Ivana & Bopp, Matthias & Deboosere, Patrick & Eikemo, Terje A. & Hoffmann, Rasmus & Kulik, Margarete C. & Leinsalu, Mall & Martikainen, Pekka & Menvielle, Gwenn & Reg, 2015. "Variations in the relation between education and cause-specific mortality in 19 European populations: A test of the “fundamental causes” theory of social inequalities in health," Social Science & Medicine, Elsevier, vol. 127(C), pages 51-62.
    17. Huisman, Martijn & Kunst, Anton E. & Mackenbach, Johan P., 2003. "Socioeconomic inequalities in morbidity among the elderly; a European overview," Social Science & Medicine, Elsevier, vol. 57(5), pages 861-873, September.
    18. West, Patrick, 1991. "Rethinking the health selection explanation for health inequalities," Social Science & Medicine, Elsevier, vol. 32(4), pages 373-384, January.
    19. Aittomäki, Akseli & Martikainen, Pekka & Laaksonen, Mikko & Lahelma, Eero & Rahkonen, Ossi, 2012. "Household economic resources, labour-market advantage and health problems – A study on causal relationships using prospective register data," Social Science & Medicine, Elsevier, vol. 75(7), pages 1303-1310.
    20. Hannes Kröger & Rasmus Hoffmann & Eduwin Pakpahan, 2016. "Consequences of measurement error for inference in cross-lagged panel design—the example of the reciprocal causal relationship between subjective health and socio-economic status," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(2), pages 607-628, February.
    21. James P. Smith & Duncan Thomas, 2003. "Remembrances of things past: test–retest reliability of retrospective migration histories," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 166(1), pages 23-49, February.
    22. Dale Dannefer, 2003. "Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(6), pages 327-337.
    23. Marmot, Michael & Ryff, Carol D. & Bumpass, Larry L. & Shipley, Martin & Marks, Nadine F., 1997. "Social inequalities in health: Next questions and converging evidence," Social Science & Medicine, Elsevier, vol. 44(6), pages 901-910, March.
    24. Elovainio, Marko & Pulkki-Råback, Laura & Jokela, Markus & Kivimäki, Mika & Hintsanen, Mirka & Hintsa, Taina & Viikari, Jorma & Raitakari, Olli T. & Keltikangas-Järvinen, Liisa, 2012. "Socioeconomic status and the development of depressive symptoms from childhood to adulthood: A longitudinal analysis across 27 years of follow-up in the Young Finns study," Social Science & Medicine, Elsevier, vol. 74(6), pages 923-929.
    25. Manor, Orly & Matthews, Sharon & Power, Chris, 2003. "Health selection: the role of inter- and intra-generational mobility on social inequalities in health," Social Science & Medicine, Elsevier, vol. 57(11), pages 2217-2227, December.
    26. Pakpahan, Eduwin & Hoffmann, Rasmus & Kröger, Hannes, 2017. "The long arm of childhood circumstances on health in old age: Evidence from SHARELIFE," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 31, pages 1-10.
    27. Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526, National Bureau of Economic Research, Inc.
    28. 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.
    29. Smith, James P, 1998. "Socioeconomic Status and Health," American Economic Review, American Economic Association, vol. 88(2), pages 192-196, May.
    30. Donald B. Rubin, 2005. "Causal Inference Using Potential Outcomes: Design, Modeling, Decisions," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 322-331, March.
    31. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    32. Foverskov, Else & Holm, Anders, 2016. "Socioeconomic inequality in health in the British household panel: Tests of the social causation, health selection and the indirect selection hypothesis using dynamic fixed effects panel models," Social Science & Medicine, Elsevier, vol. 150(C), pages 172-183.
    33. Gary Marks, 2011. "Issues in the Conceptualisation and Measurement of Socioeconomic Background: Do Different Measures Generate Different Conclusions?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 104(2), pages 225-251, November.
    34. Frank J. Elgar & Britt McKinnon & Torbjørn Torsheim & Christina Warrer Schnohr & Joanna Mazur & Franco Cavallo & Candace Currie, 2016. "Patterns of Socioeconomic Inequality in Adolescent Health Differ According to the Measure of Socioeconomic Position," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(3), pages 1169-1180, July.
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