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Evaluating the Role of Parental Education and Adolescent Health Problems in Educational Attainment

Author

Listed:
  • Janne Mikkonen

    (University of Helsinki)

  • Hanna Remes

    (University of Helsinki)

  • Heta Moustgaard

    (University of Helsinki)

  • Pekka Martikainen

    (University of Helsinki
    Stockholm University
    The Max Planck Institute for Demographic Research)

Abstract

This article reconsiders the role of social origin in health selection by examining whether parental education moderates the association between early health and educational attainment and whether health problems mediate the intergenerational transmission of education. We used longitudinal register data on Finns born in 1986–1991 (n = 352,899). We measured the completion of secondary and tertiary education until age 27 and used data on hospital care and medication reimbursements to assess chronic somatic conditions, frequent infections, and mental disorders at ages 10–16. We employed linear probability models to estimate the associations between different types of health problems and educational outcomes and to examine moderation by parental education, both overall in the population and comparing siblings with and without health problems. Finally, we performed a mediation analysis with g-computation to simulate whether a hypothetical eradication of health problems would weaken the association between parental and offspring education. All types of health problems reduced the likelihood of secondary education, but mental disorders were associated with the largest reductions. Among those with secondary education, there was further evidence of selection to tertiary education. High parental education buffered against the negative impact of mental disorders on completing secondary education but exacerbated it in the case of tertiary education. The simulated eradication of health problems slightly reduced disparities by parental education in secondary education (up to 10%) but increased disparities in tertiary education (up to 2%). Adolescent health problems and parental education are strong but chiefly independent predictors of educational attainment.

Suggested Citation

  • Janne Mikkonen & Hanna Remes & Heta Moustgaard & Pekka Martikainen, 2020. "Evaluating the Role of Parental Education and Adolescent Health Problems in Educational Attainment," Demography, Springer;Population Association of America (PAA), vol. 57(6), pages 2245-2267, December.
  • Handle: RePEc:spr:demogr:v:57:y:2020:i:6:d:10.1007_s13524-020-00919-y
    DOI: 10.1007/s13524-020-00919-y
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    1. Eriksson, Tor & Bratsberg, Bernt & Raaum, Oddbjørn, 2005. "Earnings persistence across generations: Transmission through health?," Memorandum 35/2005, Oslo University, Department of Economics.
    2. Gary S. Becker & Casey B. Mulligan, 1997. "The Endogenous Determination of Time Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 729-758.
    3. Jason M. Fletcher, 2008. "Adolescent depression: diagnosis, treatment, and educational attainment," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1215-1235.
    4. Isabel Cairó & Tomaz Cajner, 2018. "Human Capital and Unemployment Dynamics: Why More Educated Workers Enjoy Greater Employment Stability," Economic Journal, Royal Economic Society, vol. 128(609), pages 652-682, March.
    5. Alberto Palloni, 2006. "Reproducing inequalities: Luck, wallets, and the enduring effects of childhood health," Demography, Springer;Population Association of America (PAA), vol. 43(4), pages 587-615, November.
    6. Janet Currie, 2011. "Inequality at Birth: Some Causes and Consequences," American Economic Review, American Economic Association, vol. 101(3), pages 1-22, May.
    7. Boardman, Jason D. & Domingue, Benjamin W. & Daw, Jonathan, 2015. "What can genes tell us about the relationship between education and health?," Social Science & Medicine, Elsevier, vol. 127(C), pages 171-180.
    8. Hertz Tom & Jayasundera Tamara & Piraino Patrizio & Selcuk Sibel & Smith Nicole & Verashchagina Alina, 2008. "The Inheritance of Educational Inequality: International Comparisons and Fifty-Year Trends," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(2), pages 1-48, January.
    9. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    10. Lynch, Jamie L. & von Hippel, Paul T., 2016. "An education gradient in health, a health gradient in education, or a confounded gradient in both?," Social Science & Medicine, Elsevier, vol. 154(C), pages 18-27.
    11. Jason Boardman & Daniel Powers & Yolanda Padilla & Robert Hummer, 2002. "Low birth weight, social factors, and developmental outcomes among children in the United States," Demography, Springer;Population Association of America (PAA), vol. 39(2), pages 353-368, May.
    12. Jonathan Guryan & Erik Hurst & Melissa Kearney, 2008. "Parental Education and Parental Time with Children," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 23-46, Summer.
    13. Leandro Carvalho, 2012. "Childhood Circumstances and the Intergenerational Transmission of Socioeconomic Status," Demography, Springer;Population Association of America (PAA), vol. 49(3), pages 913-938, August.
    14. 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.
    15. Fletcher, Jason & Wolfe, Barbara, 2008. "Child mental health and human capital accumulation: The case of ADHD revisited," Journal of Health Economics, Elsevier, vol. 27(3), pages 794-800, May.
    16. Juho Härkönen & Hande Kaymakçalan & Pirjo Mäki & Anja Taanila, 2012. "Prenatal Health, Educational Attainment, and Intergenerational Inequality: The Northern Finland Birth Cohort 1966 Study," Demography, Springer;Population Association of America (PAA), vol. 49(2), pages 525-552, May.
    17. Pekkarinen, Tuomas & Uusitalo, Roope & Kerr, Sari, 2009. "School tracking and intergenerational income mobility: Evidence from the Finnish comprehensive school reform," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 965-973, August.
    18. Jason M. Fletcher, 2008. "Adolescent depression: diagnosis, treatment, and educational attainment," Health Economics, John Wiley & Sons, Ltd., vol. 17(11), pages 1215-1235, November.
    19. Petter Lundborg & Anton Nilsson & Dan-Olof Rooth, 2014. "Parental Education and Offspring Outcomes: Evidence from the Swedish Compulsory School Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 253-278, January.
    20. Jason M. Fletcher, 2010. "Adolescent depression and educational attainment: results using sibling fixed effects," Health Economics, John Wiley & Sons, Ltd., vol. 19(7), pages 855-871, July.
    21. Janet Currie & Mark Stabile & Phongsack Manivong & Leslie L. Roos, 2010. "Child Health and Young Adult Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    22. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    23. 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.
    24. 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.
    25. Benson, Rebecca & von Hippel, Paul T. & Lynch, Jamie L., 2018. "Does more education cause lower BMI, or do lower-BMI individuals become more educated? Evidence from the National Longitudinal Survey of Youth 1979," Social Science & Medicine, Elsevier, vol. 211(C), pages 370-377.
    26. Karin A A De Ridder & Kristine Pape & Roar Johnsen & Turid Lingaas Holmen & Steinar Westin & Johan Håkon Bjørngaard, 2013. "Adolescent Health and High School Dropout: A Prospective Cohort Study of 9000 Norwegian Adolescents (The Young-HUNT)," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-7, September.
    27. Iris van der Heide & Ulrike Gehring & Gerard H Koppelman & Alet H Wijga, 2016. "Health-Related Factors Associated with Discrepancies between Children’s Potential and Attained Secondary School Level: A Longitudinal Study," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-13, December.
    28. Leslie Roos & Brett Hiebert & Phongsack Manivong & Jason Edgerton & Randy Walld & Leonard MacWilliam & Janelle Rocquigny, 2013. "What is Most Important: Social Factors, Health Selection, and Adolescent Educational Achievement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(1), pages 385-414, January.
    29. von Hippel, Paul T. & Lynch, Jamie L., 2014. "Why are educated adults slim—Causation or selection?," Social Science & Medicine, Elsevier, vol. 105(C), pages 131-139.
    30. Margot Jackson, 2009. "Understanding links between adolescent health and educational attainment," Demography, Springer;Population Association of America (PAA), vol. 46(4), pages 671-694, November.
    31. Reiss, Franziska, 2013. "Socioeconomic inequalities and mental health problems in children and adolescents: A systematic review," Social Science & Medicine, Elsevier, vol. 90(C), pages 24-31.
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