Marta, Palczyńska (2020): Wage premia for skills: the complementarity of cognitive and non-cognitive skills. Published in: International Journal of Manpower , Vol. 42, No. 4 (22 June 2021): pp. 556-580.
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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.
Item Type: | MPRA Paper |
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Original Title: | Wage premia for skills: the complementarity of cognitive and non-cognitive skills |
Language: | English |
Keywords: | earnings, cognitive skills, non-cognitive skills, social skills, gender differences |
Subjects: | J - Labor and Demographic Economics > J1 - Demographic Economics > J16 - Economics of Gender ; Non-labor Discrimination J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J24 - Human Capital ; Skills ; Occupational Choice ; Labor Productivity J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J31 - Wage Level and Structure ; Wage Differentials |
Item ID: | 108256 |
Depositing User: | Ms Marta Palczyńska |
Date Deposited: | 23 Jun 2021 04:23 |
Last Modified: | 23 Jun 2021 04:24 |
References: | Alan, S., Boneva, T. and Ertac, S. (2019), “Ever Failed, Try Again, Succeed Better: Results from a Randomized Educational Intervention on Grit”, The Quarterly Journal of Economics, Vol. 134 No. 3, pp. 1121–1162. Albandea, I. and Giret, J.-F. (2018), “The effect of soft skills on French post-secondary graduates’ earnings”, International Journal of Manpower, Vol. 39 No. 6, pp. 782–799. Almlund, M., Duckworth, A.L., Heckman, J. and Kautz, T. (2011), Personality Psychology and Economics, in ‘Handbook of Economics of Education’, Hanushek EA and Machin SJ and Woessmann L Edn, Vol. 4, Elsevier BV. Anger, S., Camehl, G. and Peter, F. (2017), “Involuntary job loss and changes in personality traits”, Journal of Economic Psychology, Vol. 60, pp. 71–91. Barrick, M.R. and Mount, M.K. (1991), “The big five personality dimensions and job performance: a meta-analysis”, Personnel Psychology, Vol. 44 No. 1, pp. 1–26. Becker, G.S. (1964), Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, University of Chicago Press. Bénabou, R. and Tirole, J. (2002), “Self-confidence and personal motivation”, The Quarterly Journal of Economics, Vol. 117 No. 3, pp. 871–915. Borghans, L., Duckworth, A.L., Heckman, J.J. and Ter Weel, B. (2008), “The economics and psychology of personality traits”, Journal of Human Resources, Vol. 43 No. 4, pp. 972–1059. Bowles, S., Gintis, H. and Osborne, M. (2001), “The determinants of earnings: A behavioral approach”, Journal of Economic Literature, Vol. 39 No. 4, pp. 1137–1176. Caliendo, M., Cobb-Clark, D.A. and Uhlendorff, A. (2015), “Locus of control and job search strategies”, Review of Economics and Statistics, Vol. 97 No. 1, pp. 88–103. Caligiuri, P.M. (2000), “The big five personality characteristics as predictors of expatriate’s desire to terminate the assignment and supervisor-rated performance”, Personnel Psychology, Vol. 53 No. 1, pp. 67–88. Chetty, R., Friedman, J.N., Hilger, N., Saez, E., Schanzenbach, D.W. and Yagan, D. (2011), “How does your kindergarten classroom affect your earnings? Evidence from Project STAR”, The Quarterly Journal of Economics, Vol. 126 No. 4, pp. 1593–1660. Chu, Y.-W.L. and Linz, S. (2017), “Gender gap in upward mobility: what is the role of non-cognitive traits?”, International Journal of Manpower, Vol. 38 No. 6, pp. 835–853. Cobb-Clark, D.A. and Schurer, S. (2012), “The stability of big-five personality traits”, Economics Letters, Vol. 115 No. 1, pp. 11–15. Cobb-Clark, D.A. and Tan, M. (2011), “Noncognitive skills, occupational attainment, and relative wages”, Labour Economics, Vol. 18 No. 1, pp. 1–13. Credé, M., Tynan, M.C. and Harms, P.D. (2017), “Much Ado About Grit: A Meta-Analytic Synthesis of the Grit Literature.”, Journal of Personality and Social Psychology, Vol. 113 No. 3. Cubel, M., Nuevo-Chiquero, A., Sanchez-Pages, S. and Vidal-Fernandez, M. (2016), “Do personality traits affect productivity? Evidence from the laboratory”, The Economic Journal, Vol. 126 No. 592, pp. 654–681. Deming, D.J. (2017), “The growing importance of social skills in the labor market”, The Quarterly Journal of Economics, Vol. 132 No. 4, pp. 1593–1640. Desjardins, R. and Warnke, A.J. (2012), “Ageing and skills: a review and analysis of skill gain and skill loss over the lifespan and over time”, OECD Education Working Papers, No. 72. Drago, F. (2011), “Self-esteem and earnings”, Journal of Economic Psychology, Vol. 32 No. 3, pp. 480–488. Duckworth, A.L., Peterson, C., Matthews, M.D. and Kelly, D.R. (2007), “Grit: Perseverance and passion for long-term goals.”, Journal of Personality and Social Psychology, Vol. 92 No. 6, pp. 1087–1101. Duckworth, A.L. and Quinn, P.D. (2009), “Development and validation of the Short Grit Scale (GRIT–S)”, Journal of Personality Assessment, Vol. 91 No. 2, pp. 166–174. Eden, M. and Gaggl, P. (2020), “Do Poor Countries Really Need More IT?”, The World Bank Economic Review, Vol. 34 No. 1, pp. 48–62. Eskreis-Winkler, L., Shulman, E.P., Beal, S.A. and Duckworth, A.L. (2014), “The grit effect: predicting retention in the military, the workplace, school and marriage”, Frontiers in Psychology, Vol. 5, available at:https://doi.org/10.3389/fpsyg.2014.00036. Eurostat. (2016), “How are earnings distributed in the EU? Differences across Member States and economic activities”. Gerlitz, J.-Y. and Schupp, J. (2005), “Zur Erhebung der Big-Five-basierten persoenlichkeitsmerkmale im SOEP”, DIW Research Notes, Vol. 4, p. 2005. Goldsmith, A.H., Veum, J.R. and Darity, W. (1997), “The Impact of Psychological and Human Capital on Wages”, Economic Inquiry, Vol. 35 No. 4, pp. 815–829. Hahn, E., Gottschling, J. and Spinath, F.M. (2012), “Short measurements of personality – Validity and reliability of the GSOEP Big Five Inventory (BFI-S)”, Journal of Research in Personality, Vol. 46 No. 3, pp. 355–359. Hanushek, E.A., Schwerdt, G., Wiederhold, S. and Woessmann, L. (2015), “Returns to skills around the world: Evidence from PIAAC”, European Economic Review, Vol. 73, pp. 103–130. Heckman, J.J. (1979), “Sample Selection Bias as a Specification Error”, Econometrica, Vol. 47 No. 1, pp. 153–161. Heckman, J.J. and Kautz, T. (2012), “Hard evidence on soft skills”, Labour Economics, Vol. 19 No. 4, pp. 451–464. Heineck, G. (2014), “Does it pay to be nice? Personality and earnings in the UK”, Industrial and Labor Relations Review, Vol. 64 No. 5, pp. 1020–1038. Heineck, G. and Anger, S. (2010), “The returns to cognitive abilities and personality traits in Germany”, Labour Economics, Vol. 17 No. 3, pp. 535–546. Hill, C.J., Bloom, H.S., Black, A.R. and Lipsey, M.W. (2008), “Empirical benchmarks for interpreting effect sizes in research”, Child Development Perspectives, Vol. 2 No. 3, pp. 172–177. Ivcevic, Z. and Brackett, M. (2014), “Predicting school success: Comparing Conscientiousness, Grit, and Emotion Regulation Ability”, Journal of Research in Personality, Vol. 52, pp. 29–36. Judge, T.A., Erez, A., Bono, J.E. and Thoresen, C.J. (2002), “Are measures of self-esteem, neuroticism, locus of control, and generalized self-efficacy indicators of a common core construct?”, Journal of Personality and Social Psychology, Vol. 83 No. 3, p. 693. Judge, T.A., Livingston, B.A. and Hurst, C. (2012), “Do nice guys—and gals—really finish last? The joint effects of sex and agreeableness on income.”, Journal of Personality and Social Psychology, Vol. 102 No. 2, p. 390. Kautz, T., Heckman, J.J., Diris, R., ter Weel, B. and Borghans, L. (2014), Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success, Working Paper No. 20749, National Bureau of Economic Research, available at:https://doi.org/10.3386/w20749. Leuven, E., Oosterbeek, H. and Van Ophem, H. (2004), “Explaining international differences in male skill wage differentials by differences in demand and supply of skill”, The Economic Journal, Vol. 114 No. 495, pp. 466–486. Lucas, G.M., Gratch, J., Cheng, L. and Marsella, S. (2015), “When the going gets tough: Grit predicts costly perseverance”, Journal of Research in Personality, Vol. 59, pp. 15–22. Lundberg, S. (2013), “The College Type: Personality and Educational Inequality”, Journal of Labor Economics, Vol. 31 No. 3, pp. 421–441. McCrae, R.R. and Costa Jr, P.T. (1999), “A five-factor theory of personality”, Handbook of Personality: Theory and Research, Vol. 2, pp. 139–153. Mueller, G. and Plug, E. (2006), “Estimating the Effect of Personality on Male and Female Earnings”, Industrial & Labor Relations Review, Vol. 60 No. 1, pp. 3–22. Müller, J. and Schwieren, C. (2012), “Can personality explain what is underlying women’s unwillingness to compete?”, Journal of Economic Psychology, Vol. 33 No. 3, pp. 448–460. Murnane, R.J., Willett, J.B. and Levy, F. (1995), “The growing importance of cognitive skills in wage determination”, Review of Economics and Statistics, Vol. 77 No. 2, pp. 251–266. Nguyen, C.M., Koenigs, M., Yamada, T.H., Teo, S.H., Cavanaugh, J.E., Tranel, D. and Denburg, N.L. (2011), “Trustworthiness and negative affect predict economic decision making”, Journal of Cognitive Psychology, Vol. 23 No. 6, pp. 748–759. Nyhus, E.K. and Pons, E. (2005), “The effects of personality on earnings”, Journal of Economic Psychology, Vol. 26 No. 3, pp. 363–384. OECD. (2013a), OECD Skills Outlook 2013: First Results from the Survey of Adult Skills, OECD Publishing, Paris, available at: https://doi.org/10.1787/9789264204256-en. OECD. (2013b), “Technical Report of the Survey of Adult Skills (PIAAC)”, OECD. Paccagnella, M. (2016), “Age, Ageing and Skills”, OECD Education Working Papers, No. 132, available at:https://doi.org/10.1787/5jm0q1n38lvc-en. Palczyńska, M. and Świst, K. (2016), “Measurement Properties of Non-cognitive scales in the Polish Follow-up Study on PIAAC (POSTPIAAC)”, OECD Education Working Paper, No. 149. Palczyńska, M. and Świst, K. (2018), “Personality, cognitive skills and life outcomes: evidence from the Polish follow-up study to PIAAC”, Large-Scale Assessments in Education, Vol. 6, p. 2. Parks-Stamm, E.J., Heilman, M.E. and Hearns, K.A. (2008), “Motivated to penalize: Women’s strategic rejection of successful women”, Personality and Social Psychology Bulletin, Vol. 34 No. 2, pp. 237–247. Preuss, M. and Hennecke, J. (2018), “Biased by success and failure: How unemployment shapes locus of control”, Labour Economics, Vol. 53, pp. 63–74. Rammstedt, B., Danner, D. and Lechner, C. (2017), “Personality, competencies, and life outcomes: results from the German PIAAC longitudinal study”, Large-Scale Assessments in Education, Vol. 5 No. 1, available at:https://doi.org/10.1186/s40536-017-0035-9. Risse, L., Farrell, L. and Fry, T.R.L. (2018), “Personality and pay: do gender gaps in confidence explain gender gaps in wages?”, Oxford Economic Papers, Vol. 70 No. 4, pp. 919–949. Rudman, L.A. and Phelan, J.E. (2008), “Backlash effects for disconfirming gender stereotypes in organizations”, Research in Organizational Behavior, Vol. 28, pp. 61–79. Semykina, A. and Linz, S.J. (2007), “Gender differences in personality and earnings: Evidence from Russia”, Journal of Economic Psychology, Vol. 28 No. 3, pp. 387–410. Weinberger, C.J. (2014), “The increasing complementarity between cognitive and social skills”, Review of Economics and Statistics, Vol. 96 No. 4, pp. 849–861. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/108256 |
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