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Mental Health, Schooling Attainment and Polygenic Scores: Are There Significant Genetic-Environmental Associations?

Author

Listed:
  • Vikesh Amin

    (Central Michigan University)

  • Jere R. Behrman

    (University of Pennsylvania)

  • Jason M. Fletcher

    (University of Wisconsin-Madison)

  • Carlos A. Flores

    (California Polytechnic State University)

  • Alfonso Flores-Lagunes

    (Syracuse University)

  • Hans-Peter Kohler

    (University of Pennsylvania)

Abstract
We estimate associations between a polygenic score (PGS) for depressive symptoms, schooling attainment and genetic-environmental (GxE) associations with depressive symptoms and depression for 29 years old in the National Longitudinal Study of Adolescent Health (Add Health) and 53 years old in the Wisconsin Longitudinal Study (WLS). We find some suggestive evidence that the association of the PGS with mental health is lower for more-schooled older individuals in the WLS, but no evidence in Add Health. Quantile regression estimates also show that in the WLS the GxE associations are statistically significant only in the upper parts of the conditional depressive symptoms score distribution. We assess the robustness of the OLS results to possible omitted variable bias by estimating sibling fixed-effect regressions. The sibling fixed-effect results must be qualified, in part due to low statistical power. However, they show that college education is associated with fewer depressive symptoms in both datasets.

Suggested Citation

  • Vikesh Amin & Jere R. Behrman & Jason M. Fletcher & Carlos A. Flores & Alfonso Flores-Lagunes & Hans-Peter Kohler, 2020. "Mental Health, Schooling Attainment and Polygenic Scores: Are There Significant Genetic-Environmental Associations?," PIER Working Paper Archive 20-007, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  • Handle: RePEc:pen:papers:20-007
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    File URL: https://economics.sas.upenn.edu/system/files/working-papers/20-007%20PIER%20Paper%20Submission.pdf
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    References listed on IDEAS

    as
    1. repec:nas:journl:v:115:y:2018:p:e9765-e9772 is not listed on IDEAS
    2. Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
    3. Titus J. Galama & Hans van Kippersluis, 2013. "Health Inequalities through the Lens of Health Capital Theory: Issues, Solutions, and Future Directions," Tinbergen Institute Discussion Papers 13-076/V, Tinbergen Institute.
    4. Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
    5. Liu, S.Y. & Walter, S. & Marden, J. & Rehkopf, D.H. & Kubzansky, L.D. & Nguyen, T. & Glymour, M.M., 2015. "Genetic vulnerability to diabetes and obesity: Does education offset the risk?," Social Science & Medicine, Elsevier, vol. 127(C), pages 150-158.
    6. Amin, Vikesh & Böckerman, Petri & Viinikainen, Jutta & Smart, Melissa C. & Bao, Yanchun & Kumari, Meena & Pitkänen, Niina & Lehtimäki, Terho & Raitakari, Olli & Pehkonen, Jaakko, 2017. "Gene-environment interactions between education and body mass: Evidence from the UK and Finland," Social Science & Medicine, Elsevier, vol. 195(C), pages 12-16.
    7. Titus J. Galama & Hans van Kippersluis, 2013. "Health Inequalities through the Lens of Health-Capital Theory: Issues, Solutions, and Future Directions," Research on Economic Inequality, in: Health and Inequality, volume 21, pages 263-284, Emerald Group Publishing Limited.
    8. Bahadır Dursun & Resul Cesur, 2016. "Transforming lives: the impact of compulsory schooling on hope and happiness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 911-956, July.
    9. Fletcher, Jason M. & Lehrer, Steven F., 2011. "Genetic lotteries within families," Journal of Health Economics, Elsevier, vol. 30(4), pages 647-659, July.
    10. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    11. 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.
    12. Mazzonna, Fabrizio, 2014. "The long lasting effects of education on old age health: Evidence of gender differences," Social Science & Medicine, Elsevier, vol. 101(C), pages 129-138.
    13. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    14. Avendano, M.; de Coulon, A.; Nafilyan, V.;, 2017. "Does more education always improve mental health? Evidence from a British compulsory schooling reform," Health, Econometrics and Data Group (HEDG) Working Papers 17/10, HEDG, c/o Department of Economics, University of York.
    15. 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.
    16. Ross, Catherine E. & Mirowsky, John, 2006. "Sex differences in the effect of education on depression: Resource multiplication or resource substitution?," Social Science & Medicine, Elsevier, vol. 63(5), pages 1400-1413, September.
    17. Crespo, Laura & López-Noval, Borja & Mira, Pedro, 2014. "Compulsory schooling, education, depression and memory: New evidence from SHARELIFE," Economics of Education Review, Elsevier, vol. 43(C), pages 36-46.
    18. Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
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    More about this item

    Keywords

    Schooling; Mental Health; Genetics; Gene-Environment Interactions;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I10 - Health, Education, and Welfare - - Health - - - General

    NEP fields

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