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Occupational sorting on genes

Author

Listed:
  • Thomas Buser

    (University of Amsterdam)

  • Rafael Ahlskog

    (Uppsala University)

  • Magnus Johannesson

    (tockholm School of Economics)

  • Sven Oskarsson

    (Uppsala University)

Abstract
Are genetic differences between people associated with their career choices? We link data from a large sample of genotyped individuals to Swedish government register data on study major and occupation. Our data contains polygenic indices that summarize genetic variants linked to several components of human capital: cognitive skills, personality traits, mental health, and physical health. We present a detailed mapping of these genetic indices by occupation and study major. We show that differences in genes associated with human capital across careers are highly statistically significant. Rankings of majors and occupations differ strongly across indices, meaning that genes associated with different traits predict entry into different careers. Our results shed new light on the determinants of some of the most impactful decisions people must make in their lives.Classification-JEL: D91, J24

Suggested Citation

  • Thomas Buser & Rafael Ahlskog & Magnus Johannesson & Sven Oskarsson, 2022. "Occupational sorting on genes," Tinbergen Institute Discussion Papers 22-062/I, Tinbergen Institute, revised 29 Mar 2023.
  • Handle: RePEc:tin:wpaper:20220062
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    File URL: https://papers.tinbergen.nl/22062.pdf
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    References listed on IDEAS

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    1. Bart H.H. Golsteyn & Hans Grönqvist & Lena Lindahl, 2014. "Adolescent Time Preferences Predict Lifetime Outcomes," Economic Journal, Royal Economic Society, vol. 124(580), pages 739-761, November.
    2. Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    3. Matthias Sutter & Martin G. Kocher & Daniela Glätzle-Rützler & Stefan T. Trautmann, 2013. "Impatience and Uncertainty: Experimental Decisions Predict Adolescents' Field Behavior," American Economic Review, American Economic Association, vol. 103(1), pages 510-531, February.
    4. Daniel J. Benjamin & James O. Berger & Magnus Johannesson & Brian A. Nosek & E.-J. Wagenmakers & Richard Berk & Kenneth A. Bollen & Björn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Chr, 2018. "Redefine statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 6-10, January.
      • Daniel Benjamin & James Berger & Magnus Johannesson & Brian Nosek & E. Wagenmakers & Richard Berk & Kenneth Bollen & Bjorn Brembs & Lawrence Brown & Colin Camerer & David Cesarini & Christopher Chambe, 2017. "Redefine Statistical Significance," Artefactual Field Experiments 00612, The Field Experiments Website.
    5. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    6. Matthew Wiswall & Basit Zafar, 2018. "Preference for the Workplace, Investment in Human Capital, and Gender," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 457-507.
    7. Katrin John & Stephan Thomsen, 2014. "Heterogeneous returns to personality: the role of occupational choice," Empirical Economics, Springer, vol. 47(2), pages 553-592, September.
    8. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2020. "Can competitiveness predict education and labor market outcomes? Evidence from incentivized choice and survey measures," Tinbergen Institute Discussion Papers 20-048/I, Tinbergen Institute.
    9. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    10. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    11. Fouarge, Didier & Kriechel, Ben & Dohmen, Thomas, 2014. "Occupational sorting of school graduates: The role of economic preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 106(C), pages 335-351.
    12. Fletcher, Jason M., 2013. "The effects of personality traits on adult labor market outcomes: Evidence from siblings," Journal of Economic Behavior & Organization, Elsevier, vol. 89(C), pages 122-135.
    13. Angerer, Silvia & Bolvashenkova, Jana & Glätzle-Rützler, Daniela & Lergetporer, Philipp & Sutter, Matthias, 2023. "Children’s patience and school-track choices several years later: Linking experimental and field data," Journal of Public Economics, Elsevier, vol. 220(C).
    14. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    15. Martin Koudstaal & Randolph Sloof & Mirjam van Praag, 2016. "Risk, Uncertainty, and Entrepreneurship: Evidence from a Lab-in-the-Field Experiment," Management Science, INFORMS, vol. 62(10), pages 2897-2915, October.
    16. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    17. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    18. Magnus Johannesson & David I. Laibson & Sarah E. Medland & Michelle N. Meyer & Joseph K. Pickrell & Tõnu Esko & Robert F. Krueger & Jonathan P. Beauchamp & Philipp D. Koellinger & Daniel J. Benjamin &, 2016. "Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses," Post-Print hal-02017373, HAL.
    19. Martin Humburg, 2017. "Personality and field of study choice in university," Education Economics, Taylor & Francis Journals, vol. 25(4), pages 366-378, July.
    20. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    21. Hastie, Nicholas D. & van der Loos, Matthijs J. H. M. & Vitart, Veronique & Völzke, Henry & Wellmann, Jürgen & Yu, Lei & Zhao, Wei & Allik, Jüri & Attia, John R. & Bandinelli, Stefania & Bastardot,, 2013. "GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment," Scholarly Articles 13383543, Harvard University Department of Economics.
    22. Don Bellante & Albert N. Link, 1981. "Are Public Sector Workers More Risk Averse Than Private Sector Workers?," ILR Review, Cornell University, ILR School, vol. 34(3), pages 408-412, April.
    23. Christopher Chabris & David Laibson & Carrie Morris & Jonathon Schuldt & Dmitry Taubinsky, 2008. "Individual laboratory-measured discount rates predict field behavior," Journal of Risk and Uncertainty, Springer, vol. 37(2), pages 237-269, December.
    24. Coenen, Johan & Borghans, Lex & Diris, Ron, 2021. "Personality traits, preferences and educational choices: A focus on STEM," Journal of Economic Psychology, Elsevier, vol. 84(C).
    25. K. Paige Harden & Philipp D. Koellinger, 2020. "Using genetics for social science," Nature Human Behaviour, Nature, vol. 4(6), pages 567-576, June.
    26. Khwaja, Ahmed & Sloan, Frank & Salm, Martin, 2006. "Evidence on preferences and subjective beliefs of risk takers: The case of smokers," International Journal of Industrial Organization, Elsevier, vol. 24(4), pages 667-682, July.
    27. Lindgren, Karl-Oskar & Oskarsson, Sven & Persson, Mikael, 2019. "Enhancing Electoral Equality: Can Education Compensate for Family Background Differences in Voting Participation?," American Political Science Review, Cambridge University Press, vol. 113(1), pages 108-122, February.
    28. Chabris, C. F. & Lee, J. J. & Cesarini, D. & Benjamin, D. J. & Laibson, David I., 2015. "The Fourth Law of Behavior Genetics," Scholarly Articles 30780203, Harvard University Department of Economics.
    29. Sule Alan & Seda Ertac, 2018. "Fostering Patience in the Classroom: Results from Randomized Educational Intervention," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1865-1911.
    30. Ham, Roger & Junankar, Pramod N. (Raja) & Wells, Robert, 2009. "Occupational Choice: Personality Matters," IZA Discussion Papers 4105, Institute of Labor Economics (IZA).
    31. Joel Becker & Casper A. P. Burik & Grant Goldman & Nancy Wang & Hariharan Jayashankar & Michael Bennett & Daniel W. Belsky & Richard Karlsson Linnér & Rafael Ahlskog & Aaron Kleinman & David A. Hinds , 2021. "Resource profile and user guide of the Polygenic Index Repository," Nature Human Behaviour, Nature, vol. 5(12), pages 1744-1758, December.
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    Cited by:

    1. Ong, David, 2024. "College rank, facial characteristics, and personality traits in China and the US," Journal of Economic Behavior & Organization, Elsevier, vol. 220(C), pages 369-387.

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    More about this item

    Keywords

    personality traits; cognitive skills; behavioral genetics; labor markets; education;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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