IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v90y2024ics092753712400071x.html
   My bibliography  Save this article

Temperament traits and economic preferences predict occupational choice beyond human capital variables

Author

Listed:
  • Vaaramo, Mikko
  • Huikari, Sanna
  • Ala-Mursula, Leena
  • Miettunen, Jouko
  • Korhonen, Marko

Abstract

Standard labor market models have mainly focused on human capital theory, which emphasizes the role of education, experience, and individuals’ different skill levels in determining occupational choice. The recent literature, however, has shown that noncognitive (“soft”) skills are also strong predictors for vocational behavior. Economics provides little guidance on the effects of noncognitive skills on occupational choice. In applied psychology, personality/temperament traits and economic preferences refer to the characteristics explaining how individuals may act differently in similar situations related to occupational choice. We utilize the Northern Finland Birth Cohort 1966 (n = 4,731 to 5,882) to explore the value of incorporating temperament traits and economic preferences in occupational choice. We explore whether temperament traits contribute to occupational choice, using data from the NFBC1966 for the years 2004 to 2012, inclusive. Occupational groups are chosen to be distinct with respect to the requisite skills, education levels, and tasks. The novelty of our data allows us to determine whether temperament traits and economic preferences have significant impacts on occupational choice, while controlling for other variables related to the human capital approach. We find that temperament traits and economic preferences are important contributors of vocational behavior. Our analysis highlights that it is important to jointly explore the effects of the human capital model, noncognitive traits and other nonpecuniary factors in analyzing occupational choices among individuals. We reveal distinct temperament traits for different occupations. To our knowledge, there exists no evidence about how individuals’ temperament traits, economic preferences, and the human capital approach jointly are sorted into occupational choices. In addition, the novelty of our data allows us to include education, among other factors, to control our findings. We find significant differences across occupations regarding temperament traits.

Suggested Citation

  • Vaaramo, Mikko & Huikari, Sanna & Ala-Mursula, Leena & Miettunen, Jouko & Korhonen, Marko, 2024. "Temperament traits and economic preferences predict occupational choice beyond human capital variables," Labour Economics, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:labeco:v:90:y:2024:i:c:s092753712400071x
    DOI: 10.1016/j.labeco.2024.102576
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092753712400071X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2024.102576?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
    2. Bühler, Dorothee & Sharma, Rasadhika & Stein, Wiebke, 2020. "Occupational Attainment and Earnings in Southeast Asia: The Role of Non-cognitive Skills," Labour Economics, Elsevier, vol. 67(C).
    3. Cobb-Clark, Deborah A. & Tan, Michelle, 2011. "Noncognitive skills, occupational attainment, and relative wages," Labour Economics, Elsevier, vol. 18(1), pages 1-13, January.
    4. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    5. Cunha, Flavio & Heckman, James J., 2007. "Identifying and Estimating the Distributions of Ex Post and Ex Ante Returns to Schooling," Labour Economics, Elsevier, vol. 14(6), pages 870-893, December.
    6. 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.
    7. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    8. Román, Concepción & Congregado, Emilio & Millán, José María, 2013. "Start-up incentives: Entrepreneurship policy or active labour market programme?," Journal of Business Venturing, Elsevier, vol. 28(1), pages 151-175.
    9. Anke Becker & Thomas Deckers & Thomas Dohmen & Armin Falk & Fabian Kosse, 2012. "The Relationship Between Economic Preferences and Psychological Personality Measures," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 453-478, July.
    10. Petra E. Todd & Weilong Zhang, 2020. "A dynamic model of personality, schooling, and occupational choice," Quantitative Economics, Econometric Society, vol. 11(1), pages 231-275, January.
    11. Katrin John & Stephan Thomsen, 2014. "Heterogeneous returns to personality: the role of occupational choice," Empirical Economics, Springer, vol. 47(2), pages 553-592, September.
    12. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David B. Huffman & Uwe Sunde, 2017. "Global Evidence on Economic Preferences," NBER Working Papers 23943, National Bureau of Economic Research, Inc.
    13. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    14. 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.
    15. Constant, Amelie F. & Zimmermann, Klaus F., 2003. "Occupational Choice Across Generations," IZA Discussion Papers 975, Institute of Labor Economics (IZA).
    16. Rachid Laajaj & Karen Macours & Daniel Alejandro Pinzon Hernandez & Omar Arias & Samuel D. Gosling & Jeff Potter & Marta Rubio-Codina & Renos Vakis, 2019. "Challenges to capture the big five personality traits in non-WEIRD populations," PSE-Ecole d'économie de Paris (Postprint) halshs-02306945, HAL.
    17. Ekelund, Jesper & Johansson, Edvard & Jarvelin, Marjo-Riitta & Lichtermann, Dirk, 2005. "Self-employment and risk aversion--evidence from psychological test data," Labour Economics, Elsevier, vol. 12(5), pages 649-659, October.
    18. Marko Korhonen & Rauli Svento & Mikko Vaaramo, 2020. "Self-employment and psychometric measure of risk aversion: a replication and extension," Applied Economics Letters, Taylor & Francis Journals, vol. 27(9), pages 697-702, May.
    19. Armin Falk & Anke Becker & Thomas Dohmen & Benjamin Enke & David Huffman & Uwe Sunde, 2018. "Global Evidence on Economic Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(4), pages 1645-1692.
    20. 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.
    21. Jacob A. Mincer, 1974. "The Human Capital Earnings Function," NBER Chapters, in: Schooling, Experience, and Earnings, pages 83-96, National Bureau of Economic Research, Inc.
    22. Colin Caines & Florian Hoffmann & Gueorgui Kambourov, 2017. "Complex-Task Biased Technological Change and the Labor Market," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 25, pages 298-319, April.
    23. Melissa Osborne & Herbert Gintis & Samuel Bowles, 2001. "The Determinants of Earnings: A Behavioral Approach," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1137-1176, December.
    24. Ikeda, Shinsuke & Kang, Myong-Il & Ohtake, Fumio, 2010. "Hyperbolic discounting, the sign effect, and the body mass index," Journal of Health Economics, Elsevier, vol. 29(2), pages 268-284, March.
    25. Robert Wells & Roger Ham & P. N. (Raja) Junankar, 2016. "An examination of personality in occupational outcomes: antagonistic managers, careless workers and extraverted salespeople," Applied Economics, Taylor & Francis Journals, vol. 48(7), pages 636-651, February.
    Full references (including those not matched with items on IDEAS)

    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. James J. Heckman & Tomáš Jagelka & Timothy D. Kautz, 2019. "Some Contributions of Economics to the Study of Personality," NBER Working Papers 26459, National Bureau of Economic Research, Inc.
    2. Bühler, Dorothee & Sharma, Rasadhika & Stein, Wiebke, 2020. "Occupational Attainment and Earnings in Southeast Asia: The Role of Non-cognitive Skills," Labour Economics, Elsevier, vol. 67(C).
    3. Dohmen, Thomas, 2014. "Behavioral labor economics: Advances and future directions," Labour Economics, Elsevier, vol. 30(C), pages 71-85.
    4. Breitkopf, Laura & Chowdhury, Shyamal K. & Priyam, Shambhavi & Schildberg-Hörisch, Hannah & Sutter, Matthias, 2020. "Do economic preferences of children predict behavior?," DICE Discussion Papers 342, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    5. Thiel, Hendrik & Thomsen, Stephan L., 2013. "Noncognitive skills in economics: Models, measurement, and empirical evidence," Research in Economics, Elsevier, vol. 67(2), pages 189-214.
    6. Bernd Fitzenberger & Gary Mena & Jan Nimczik & Uwe Sunde, 2022. "Personality Traits Across the Life Cycle: Disentangling Age, Period and Cohort Effects," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2141-2172.
    7. Humphries, John Eric & Kosse, Fabian, 2017. "On the interpretation of non-cognitive skills – What is being measured and why it matters," Journal of Economic Behavior & Organization, Elsevier, vol. 136(C), pages 174-185.
    8. Kesavayuth, Dusanee & Ko, Kaung Myat & Zikos, Vasileios, 2018. "Locus of control and financial risk attitudes," Economic Modelling, Elsevier, vol. 72(C), pages 122-131.
    9. Preuss, Malte, 2021. "Intra-individual stability of two survey measures on forward-looking attitude," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 201-227.
    10. Deborah Cobb-Clark, 2015. "Locus of control and the labor market," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-19, December.
    11. Mikko Vaaramo & Leena Ala-Mursula & Jouko Miettunen & Marko Korhonen, 2023. "Economic preferences and temperament traits among business leaders and paid employees," Small Business Economics, Springer, vol. 60(3), pages 1197-1217, March.
    12. Gensowski, Miriam & Gørtz, Mette & Schurer, Stefanie, 2021. "Inequality in personality over the life cycle," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 46-77.
    13. Leonora Risse & Lisa Farrell & Tim R L Fry, 2018. "Personality and pay: do gender gaps in confidence explain gender gaps in wages?," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 919-949.
    14. Dietmar Fehr & Yannick Reichlin, 2021. "Status, Control Beliefs, and Risk-Taking," CESifo Working Paper Series 9253, CESifo.
    15. Gutsche, Gunnar & Nakai, Miwa & Arimura, Toshi H., 2021. "Revisiting the determinants of individual sustainable investment—The case of Japan," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    16. Gutsche, Gunnar & Wetzel, Heike & Ziegler, Andreas, 2023. "Determinants of individual sustainable investment behavior - A framed field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 491-508.
    17. Melchior Vella, 2024. "The relationship between the Big Five personality traits and earnings: Evidence from a meta‐analysis," Bulletin of Economic Research, Wiley Blackwell, vol. 76(3), pages 685-712, July.
    18. Ziegler, Andreas, 2021. "New Ecological Paradigm meets behavioral economics: On the relationship between environmental values and economic preferences," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
    19. María Ladrón de Guevara Rodríguez & Oscar David Marcenaro-Gutierrez & Luis Alejandro Lopez-Agudo, 2023. "On the Gender Gap of Soft-Skills: the Spanish Case," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 167-197, February.
    20. Engelhardt, Carina, 2017. "Unemployment and personality: Are conscientiousness and agreeableness related to employability?," Hannover Economic Papers (HEP) dp-621, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.

    More about this item

    Keywords

    Temperament traits; Economic preferences; Occupational choice; Birth cohort; Human capital; Skills;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:eee:labeco:v:90:y:2024:i:c:s092753712400071x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.