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Wage premia for skills: the complementarity of cognitive and non-cognitive skills

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  • Marta, Palczyńska

Abstract

Purpose - The main purpose of this paper is to assess the degree of complementarity between cognitive skills and non-cognitive skills, and to evaluate their joint impact on individual wages. Design/methodology/approach – The author uses a survey representative of the Polish working-age population with well-established measures of cognitive and non-cognitive skills. Findings - Non-cognitive skills are important in the labour market, not only as separate factors that influence wages, but as complements to cognitive skills. Specifically, the analysis showed that the more neurotic an individual is, the lower his or her returns to cognitive skills are. Social skills were not shown to be complementary to cognitive skills in Poland, unlike the recent results in the United States. Originality/value - To the best of author’s knowledge, this is the first study to provide evidence that neurotic individuals have lower returns to cognitive skills. It also tests the existence of the complementarity between social and cognitive skills.

Suggested Citation

  • Marta, Palczyńska, 2020. "Wage premia for skills: the complementarity of cognitive and non-cognitive skills," MPRA Paper 108256, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:108256
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    1. Marco Caliendo & Deborah A. Cobb-Clark & Arne Uhlendorff, 2015. "Locus of Control and Job Search Strategies," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 88-103, March.
    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. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1593-1660.
    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. Müller, Julia & Schwieren, Christiane, 2012. "Can personality explain what is underlying women’s unwillingness to compete?," Journal of Economic Psychology, Elsevier, vol. 33(3), pages 448-460.
    6. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    7. Maria Cubel & Ana Nuevo‐Chiquero & Santiago Sanchez‐Pages & Marian Vidal‐Fernandez, 2016. "Do Personality Traits Affect Productivity? Evidence from the Laboratory," Economic Journal, Royal Economic Society, vol. 0(592), pages 654-681, May.
    8. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    9. Anger, Silke & Camehl, Georg & Peter, Frauke, 2017. "Involuntary job loss and changes in personality traits," Journal of Economic Psychology, Elsevier, vol. 60(C), pages 71-91.
    10. 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.
    11. Roland Bénabou & Jean Tirole, 2005. "Self-Confidence and Personal Motivation," International Economic Association Series, in: Bina Agarwal & Alessandro Vercelli (ed.), Psychology, Rationality and Economic Behaviour, chapter 2, pages 19-57, Palgrave Macmillan.
    12. Ines Albandea & Jean-François Giret, 2018. "The effect of soft skills on French post-secondary graduates’ earnings," International Journal of Manpower, Emerald Group Publishing Limited, vol. 39(6), pages 782-799, September.
    13. Eden,Maya & Gaggl,Paul, 2015. "Do poor countries really need more IT ? the role of relative prices and industrial composition," Policy Research Working Paper Series 7352, The World Bank.
    14. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5.
    15. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2014. "Gender, Competitiveness, and Career Choices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1409-1447.
    16. Shelly Lundberg, 2013. "The College Type: Personality and Educational Inequality," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 421-441.
    17. Randall K. Filer, 1986. "The Role of Personality and Tastes in Determining Occupational Structure," ILR Review, Cornell University, ILR School, vol. 39(3), pages 412-424, April.
    18. Heineck, Guido & Anger, Silke, 2010. "The returns to cognitive abilities and personality traits in Germany," Labour Economics, Elsevier, vol. 17(3), pages 535-546, June.
    19. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    20. Marta Palczyńska & Karolina Świst, 2016. "Measurement Properties of Non-cognitive scales in the Polish Follow-up Study on PIAAC (POSTPIAAC)," OECD Education Working Papers 149, OECD Publishing.
    21. Maya Eden & Paul Gaggl, 2020. "Do Poor Countries Really Need More IT?," The World Bank Economic Review, World Bank, vol. 34(1), pages 48-62.
    22. Nyhus, Ellen K. & Pons, Empar, 2005. "The effects of personality on earnings," Journal of Economic Psychology, Elsevier, vol. 26(3), pages 363-384, June.
    23. Semykina, Anastasia & Linz, Susan J., 2007. "Gender differences in personality and earnings: Evidence from Russia," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 387-410, June.
    24. Drago, Francesco, 2011. "Self-esteem and earnings," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 480-488, June.
    25. 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.
    26. 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.
    27. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    28. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
    29. Richard Desjardins & Arne Jonas Warnke, 2012. "Ageing and Skills: A Review and Analysis of Skill Gain and Skill Loss Over the Lifespan and Over Time," OECD Education Working Papers 72, OECD Publishing.
    30. Hanushek, Eric A. & Schwerdt, Guido & Wiederhold, Simon & Woessmann, Ludger, 2015. "Returns to skills around the world: Evidence from PIAAC," European Economic Review, Elsevier, vol. 73(C), pages 103-130.
    31. Catherine J. Weinberger, 2014. "The Increasing Complementarity between Cognitive and Social Skills," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 849-861, December.
    32. Preuss, Malte & Hennecke, Juliane, 2018. "Biased by success and failure: How unemployment shapes locus of control," Labour Economics, Elsevier, vol. 53(C), pages 63-74.
    33. Cunningham,Wendy & Parra Torrado,Mónica & Sarzosa,Miguel Alonso, 2016. "Cognitive and non-cognitive skills for the Peruvian labor market : addressing measurement error through latent skills estimations," Policy Research Working Paper Series 7550, The World Bank.
    34. Edwin Leuven & Hessel Oosterbeek & Hans van Ophem, 2004. "Explaining international differences in male skill wage differentials by differences in demand and supply of skill," Economic Journal, Royal Economic Society, vol. 114(495), pages 466-486, April.
    35. 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.
    36. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    37. Sule Alan & Teodora Boneva & Seda Ertac, 2019. "Ever Failed, Try Again, Succeed Better: Results from a Randomized Educational Intervention on Grit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1121-1162.
    38. Yu-Wei Luke Chu & Susan Linz, 2017. "Gender gap in upward mobility: what is the role of non-cognitive traits?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(6), pages 835-853, September.
    39. Gerrit Mueller & Erik Plug, 2006. "Estimating the Effect of Personality on Male and Female Earnings," ILR Review, Cornell University, ILR School, vol. 60(1), pages 3-22, October.
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    Cited by:

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    2. Wenjing Yu & Yiwei Qian & Cody Abbey & Huan Wang & Scott Rozelle & Lauren Ann Stoffel & Chenxu Dai, 2022. "The Role of Self-Esteem in the Academic Performance of Rural Students in China," IJERPH, MDPI, vol. 19(20), pages 1-16, October.

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    More about this item

    Keywords

    earnings; cognitive skills; non-cognitive skills; social skills; gender differences;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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