IDEAS home Printed from https://ideas.repec.org/a/nos/voprob/2021i3p138-167.html
   My bibliography  Save this article

The Impact of Non-Cognitive Characteristics on the Higher Education Choice-Making: An Economist Perspective

Author

Abstract

Ksenia Rozhkova, Junior Research Fellow, Laboratory for Labor Market Studies, Faculty of Economic Sciences, National Research University Higher School of Economics. E-mail: krozhkova@hse.ru (corresponding author) Sergey Roshchin, Candidate of Sciences in Economics, Head of the Laboratory for Labor Market Studies, Faculty of Economic Sciences, National Research University Higher School of Economics. E-mail: sroshchin@hse.ru Address: 11 Pokrovsky Blvd, 109028 Moscow, Russian Federation. The article presents a review of literature systematizing findings on the contribution of non-cognitive skills to higher education choice-making. The concept of higher education choice-making in this paper embraces the decision to embark on a college degree, the probability of successful degree completion, the choice of academic discipline, and other related aspects. A priority focus is given to publications in economics since the economic approach differs a lot from approaches in other social sciences. In addition, the article explores the methodological characteristics of non-cognitive skills research in economics. The results of literature analysis point to the relevance of non-cognitive skills in explaining individual educational choices and allow drawing some inferences for education policy.

Suggested Citation

  • Ksenia Rozhkova & Sergey Roshchin, 2021. "The Impact of Non-Cognitive Characteristics on the Higher Education Choice-Making: An Economist Perspective," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 138-167.
  • Handle: RePEc:nos:voprob:2021:i:3:p:138-167
    as

    Download full text from publisher

    File URL: https://vo.hse.ru/data/2021/11/04/1455513078/Rozhkova.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    2. James J. Heckman & Tomas Jagelka & Tim Kautz, 2019. "Some Contributions of Economics to the Study of Personality," Working Papers 2019-069, Human Capital and Economic Opportunity Working Group.
    3. Lin, Dajun & Lutter, Randall & Ruhm, Christopher J., 2018. "Cognitive performance and labour market outcomes," Labour Economics, Elsevier, vol. 51(C), pages 121-135.
    4. Sonja C Kassenboehmer & Felix Leung & Stefanie Schurer, 2018. "University education and non-cognitive skill development," Oxford Economic Papers, Oxford University Press, vol. 70(2), pages 538-562.
    5. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    6. Pamela Lenton, 2014. "Personality Characteristics, Educational Attainment and Wages: An Economic Analysis Using the British Cohort Study," Working Papers 2014011, The University of Sheffield, Department of Economics.
    7. Flavio Cunha & James Heckman & Salvador Navarro, 2005. "Separating uncertainty from heterogeneity in life cycle earnings," Oxford Economic Papers, Oxford University Press, vol. 57(2), pages 191-261, April.
    8. Per-Anders Edin & Peter Fredriksson & Martin Nybom & Björn Öckert, 2022. "The Rising Return to Noncognitive Skill," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 78-100, April.
    9. Michael Daly & Liam Delaney & Colm P. Harmon, 2009. "Psychological and Biological Foundations of Time Preference," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 659-669, 04-05.
    10. Cuesta, Maite Blázquez & Budría, Santiago, 2017. "Unemployment persistence: How important are non-cognitive skills?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 29-37.
    11. Brian A. Jacob, 2002. "Where the boys aren't: Non-cognitive skills, returns to school and the gender gap in higher education," NBER Working Papers 8964, National Bureau of Economic Research, Inc.
    12. Rémi Piatek & Pia Pinger, 2016. "Maintaining (Locus of) Control? Data Combination for the Identification and Inference of Factor Structure Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 734-755, June.
    13. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    14. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    15. Luca Corazzini & Silvia D'Arrigo & Emanuele Millemaci & Pietro Navarra, 2020. "The Influence of Personality Traits on University Performance: Evidence from Italian Freshmen Students," Working Papers 2020:19, Department of Economics, University of Venice "Ca' Foscari".
    16. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    17. 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.
    18. Lazear, Edward P, 1977. "Education: Consumption or Production?," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 569-597, June.
    19. 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.
    20. Jacob, Brian A., 2002. "Where the boys aren't: non-cognitive skills, returns to school and the gender gap in higher education," Economics of Education Review, Elsevier, vol. 21(6), pages 589-598, December.
    21. Tomáš Jagelka, 2024. "Are Economists’ Preferences Psychologists’ Personality Traits? A Structural Approach," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 910-970.
    22. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    23. Collischon & Matthias, 2018. "Can Personality Traits Explain Glass Ceilings?," SOEPpapers on Multidisciplinary Panel Data Research 965, DIW Berlin, The German Socio-Economic Panel (SOEP).
    24. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    25. 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.
    26. Frauke H. Peter & Johanna Storck, 2015. "Personality Traits Affect Young People's Intention to Study," DIW Economic Bulletin, DIW Berlin, German Institute for Economic Research, vol. 5(1/2), pages 3-9.
    27. Edwards, Rebecca & Gibson, Rachael & Harmon, Colm P. & Schurer, Stefanie, 2020. "First in Their Families at University: Can Non-cognitive Skills Compensate for Social Origin?," IZA Discussion Papers 13721, Institute of Labor Economics (IZA).
    28. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.
    29. Shelly Lundberg, 2013. "The College Type: Personality and Educational Inequality," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 421-441.
    30. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    31. Zeman, Klarka & Frenette, Marc, 2007. "Why Are Most University Students Women? Evidence Based on Academic Performance, Study Habits and Parental Influences," Analytical Studies Branch Research Paper Series 2007303e, Statistics Canada, Analytical Studies Branch.
    32. Fernando Saltiel, 2019. "What's Math Got to Do With It? Multidimensional Ability and the Gender Gap in STEM," 2019 Meeting Papers 1201, Society for Economic Dynamics.
    33. Martin Humburg, 2017. "Personality and field of study choice in university," Education Economics, Taylor & Francis Journals, vol. 25(4), pages 366-378, July.
    34. Maksimova, Mariia, 2019. "The return to non-cognitive skills on the Russian labor market," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 53, pages 55-72.
    35. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    36. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    37. 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.
    38. Krishnakumar, Jaya & Nogales, Ricardo, 2020. "Education, skills and a good job: A multidimensional econometric analysis," World Development, Elsevier, vol. 128(C).
    39. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    40. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    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. Рожкова К. В. & Рощин С. Ю., 2021. "Влияние Некогнитивных Характеристик На Выбор Траекторий В Высшем Образовании: Взгляд Экономистов," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 138-167.
    2. Gensowski, Miriam, 2018. "Personality, IQ, and lifetime earnings," Labour Economics, Elsevier, vol. 51(C), pages 170-183.
    3. By Tyas Prevoo & Bas ter Weel, 2015. "The importance of early conscientiousness for socio-economic outcomes: evidence from the British Cohort Study," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 918-948.
    4. 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.
    5. Elke Lüdemann, 2011. "Schooling and the Formation of Cognitive and Non-cognitive Outcomes," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 39, May.
    6. 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.
    7. Bas ter Weel & Tyas Prevoo, 2013. "The Importance of Early Conscientiousness for Socio-Economic Outcomes: Evidence from the British Cohort Study," CPB Discussion Paper 251.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    8. Bas ter Weel & Tyas Prevoo, 2013. "The Importance of Early Conscientiousness for Socio-Economic Outcomes: Evidence from the British Cohort Study," CPB Discussion Paper 251, CPB Netherlands Bureau for Economic Policy Analysis.
    9. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 689-733, August.
    10. Edwards, Rebecca & Gibson, Rachael & Harmon, Colm & Schurer, Stefanie, 2022. "First-in-their-family students at university: Can non-cognitive skills compensate for social origin?," Economics of Education Review, Elsevier, vol. 91(C).
    11. Bonin, Holger, 2017. "The Potential Economic Benefits of Education of Migrants in the EU," IZA Research Reports 75, Institute of Labor Economics (IZA).
    12. Ksenia V. Rozhkova & Natalya Yemelina & Sergey Yu. Roshchin, 2021. "Can Non-Cognitive Skills Explain The Gender Wage Gap In Russia? An Unconditional Quantile Regression Approach," HSE Working papers WP BRP 252/EC/2021, National Research University Higher School of Economics.
    13. 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.
    14. Kelly Foley, 2019. "The gender gap in university enrolment: Do parents play a role beyond investing in skills?," Canadian Journal of Economics, Canadian Economics Association, vol. 52(2), pages 441-489, May.
    15. Foley, Kelly, 2017. "The gender gap in university participation: What role do skills and parents play?," CLEF Working Paper Series 8, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    16. Esteban García-Miralles & Miriam Gensowski, 2020. "Are Children's Socio-Emotional Skills Shaped by Parental Health Shocks?," CEBI working paper series 20-21, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    17. de Araujo, Pedro & Lagos, Stephen, 2013. "Self-esteem, education, and wages revisited," Journal of Economic Psychology, Elsevier, vol. 34(C), pages 120-132.
    18. Eva M. Berger & Luke Haywood, 2016. "Locus of Control and Mothers’ Return to Employment," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 442-481.
    19. Heckman, James J. & Humphries, John Eric & Veramendi, Gregory & Urzua, Sergio, 2014. "Education, Health and Wages," IZA Discussion Papers 8027, Institute of Labor Economics (IZA).
    20. Piopiunik, Marc & Schwerdt, Guido & Simon, Lisa & Woessmann, Ludger, 2020. "Skills, signals, and employability: An experimental investigation," European Economic Review, Elsevier, vol. 123(C).

    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:nos:voprob:2021:i:3:p:138-167. 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: Marta Morozova (email available below). General contact details of provider: http://vo.hse.ru/en/ .

    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.