Sociologický časopis / Czech Sociological Review 2019, 55(6): 821-851 | DOI: 10.13060/00380288.2020.55.6.493

Is Education Becoming a Weaker Determinant of Occupation? Educational Expansion and Occupational Returns to Education in 30 European Countries

Tomáš Katrňák, Tomáš Doseděl
Masaryk University, Brno

This article examines the relationship between education and occupation over the course of educational expansion. The authors analyse European Union Labour Force Survey (EU-LFS) data from 2014, 2015, and 2016 from 30 European countries and work with 12 graduated cohorts defined by the year in which they left the education system (2003–2014). They use a multilevel model approach and measure education in both absolute and relative terms. The results show that during the time of educational expansion there was no change in the relationship between education and occupation if education is conceptualised in absolute terms. However, a change in this relationship is visible when education is conceptualised as a positional good. Many previous studies that have posed a similar research question did not consider study field. The results here show that the role of study field changed during this time of educational expansion, with natural science, computer, and IT study fields growing stronger than other fields of study. The authors interpret the strengthening of education as a positional good in reference to the theory of skill-biased technological change.

Keywords: education, human capital, positional good, educational expansion, occupation, European countries

Published: December 1, 2019Show citation

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Katrňák, T., & Doseděl, T. (2019). Is Education Becoming a Weaker Determinant of Occupation? Educational Expansion and Occupational Returns to Education in 30 European Countries. Sociologický časopis / Czech Sociological Review55(6), 821-851. doi: 10.13060/00380288.2020.55.6.493.
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References

  1. Aamodt, P. O. and C. A. Arnesen. 1995. 'The Relationship Between Expansion in Higher Education and the Labour Market in Norway.' European Journal of Education 30 (1): 65-76, https://doi.org/10.2307/1503568. Go to original source...
  2. Ábrahám, Á. 2008. 'Earnings Inequality and Skill-Biased Technological Change with Endogenous Choice of Education.' Journal of the European Economic Association 6 (2-3): 695-704, https://doi.org/10.1162/JEEA.2008.6.2-3.695. Go to original source...
  3. Acemoglu, D. 2002. 'Technical Change, Inequality, and the Labor Market.' Journal of Economic Literature 40 (1): 7-72, https://doi.org/10.1257/jel.40.1.7. Go to original source...
  4. Arrow, K. J. 1973. 'Higher Education as a Filter.' Journal of Public Economics 2 (3): 193-216, https://doi.org/10.1016/0047-2727(73)90013-3. Go to original source...
  5. Autor, D. H., F. Levy and R. J. Murnane. 2003. 'The Skill Content of Recent Technological Change: An Empirical Exploration.' The Quarterly Journal of Economics 118 (4): 1279-1333, https://doi.org/10.1162/003355303322552801. Go to original source...
  6. Barone, C. and H. G. Van de Werfhorst. 2011. 'Education, Cognitive Skills and Earnings in Comparative Perspective.' International Sociology 26 (4): 483-502, https://doi.org/10.1177/0268580910393045. Go to original source...
  7. Beck, U. 2011. Riziková společnost: na cestě k jiné moderně. (The risk society: on the road to a different modernity) Prague: Sociologické nakladatelství.
  8. Becker, G. S. 1935. 'Human Capital, Effort, and the Sexual Division of Labor.' Journal of Labor Economics 3 (1) Part 2: S33-S58.
  9. Becker, G. 1964. Human Capital: A Theoretical and Empirical Analysis. With Special Reference to Education. Chicago, IL: University of Chicago Press, https://doi.org/10.1086/298075. Go to original source...
  10. Berg, I. 1970. Education for Jobs; The Great Training Robbery. Boston, MA: Beacon Press.
  11. Berman, E., R. Somanathan and H. W. Tan. 2005. Is Skill-biased Technological Change Here Yet? Evidence from Indian Manufacturing in the 1990. Washington, DC: The World Bank, https://doi.org/10.1596/1813-9450-3761. Go to original source...
  12. Bernardi, F. and G. Ballarino. 2016. Education, Occupation and Social Origin: A Comparative Analysis of the Transmission of Socio-economic Inequalities. Cheltenham, UK: Edward Elgar Publishing, https://doi.org/10.4337/9781785360459. Go to original source...
  13. Blau, P. M. and O. D. Duncan. 1967. The American Occupational Structure. New York: John Wiley and Sons.
  14. Blinder, A. S. 2009. 'How Many US Jobs Might Be Offshorable?' World Economics 10 (2): 41.
  15. Bol, T. 2015. 'Has Education Become More Positional? Educational Expansion and Labour Market Outcomes, 1985-2007.' Acta sociologica 58 (2): 105-120, https://doi.org/10.1177/0001699315570918. Go to original source...
  16. Bourdieu, P. 1996. Distinction: A Social Critique of the Judgement of Taste. London: Routledge.
  17. Bourdieu, P. and J.-C. Passeron. 1990. Reproduction in Education, Society and Culture. London: Sage Publications.
  18. Breen, R. (ed.) 2004. Social Mobility in Europe. Oxford: Oxford University Press, https://doi.org/10.1093/0199258457.001.0001. Go to original source...
  19. Brown, D. K. 2001. 'The Social Sources of Educational Credentialism: Status Cultures, Labor Markets, and Organizations.' Sociology of Education 74: 19-34, https://doi.org/10.2307/2673251. Go to original source...
  20. Bryan, M. L. and S. P. Jenkins. 2016. 'Multilevel Modelling of Country Effects: A Cautionary Tale.' European Sociological Review 32 (1): 3-22, https://doi.org/10.1093/esr/jcv059. Go to original source...
  21. Bukodi, E. and J. H. Goldthorpe. 2016. 'Educational Attainment-Relative or Absolute-As a Mediator of Intergenerational Class Mobility in Britain.' Research in Social Stratification and Mobility 43: 5-15, https://doi.org/10.1016/j.rssm.2015.01.003. Go to original source...
  22. Burris, V. 1983. 'The Social and Political Consequences of Overeducation.' American Sociological Review 48 (4): 454-467, https://doi.org/10.2307/2117714. Go to original source...
  23. Card, D. and J. E. Dinardo. 2002. 'Skill-biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles.' Journal of Labor Economics 20 (4): 733-783, https://doi.org/10.1086/342055. Go to original source...
  24. Collins, R. 2002. 'Credential Inflation and the Future of Universities.' Pp. 23-46 in The Future of the City of Intellect: The Changing American University, edited by S. Brint. Stanford, CA: Stanford University.
  25. Collins, R. 1979. The Credential Society: An Historical Sociology of Education and Stratification. New York: Academic Press.
  26. Dickson, M. and C. Harmon. 2011. 'Economic Returns to Education: What We Know, What We Don't Know, and Where We Are Going-Some Brief Pointers.' Economics of Education Review 30 (6): 1118-1122, https://doi.org/10.1016/j.econedurev.2011.08.003. Go to original source...
  27. Diprete, T. A. and C. Buchman. 2006. 'Gender-Specific Trends in the Value of Education and the Emerging Gender Gap in College Completion.' Demography 43: 1-24, https://doi.org/10.1353/dem.2006.0003. Go to original source...
  28. Erikson, R. and J. H. Goldthorpe. 1992. The Constant Flux. A Study of Class Mobility in Industrial Societies. Oxford: Clarendon Press.
  29. EU Labour Force Survey Database User Guide, Version: September 2017. European Commission, Eurostat 2017.
  30. Fujihara, S. and H. Ishida. 2016. 'The Absolute and Relative Values of Education and the Inequality of Educational Opportunity: Trends in Access to Education in Postwar Japan.' Research in Social Stratification and Mobility 43: 25-37, https://doi.org/10.1016/j.rssm.2016.03.001. Go to original source...
  31. Ganzeboom, H. B. G., P. M. De Graaf and D. J. Treiman. 1992. 'A Standard International Socio-economic Index of Occupational Status.' Social Science Research 21 (1): 1-56, https://doi.org/10.1016/0049-089X(92)90017-B. Go to original source...
  32. Ganzeboom, H. B. G. and D. J. Treiman. 1996. 'Internationally Comparable Measures of Occupational Status for the 1988 International Standard Classification of Occupations.' Social Science Research 25 (3): 201-239, https://doi.org/10.1006/ssre.1996.0010. Go to original source...
  33. Ganzeboom, H. B. G. and D. J. Treiman. 2003. 'Three Internationally Standardised Measures for Comparative Research on Occupational Status.' Pp. 159-193 in Advances in Cross-National Comparison, edited by J. H. P Hoffmeyer-Zlotnik and C. Wolf. Boston, MA: Springer, https://doi.org/10.1007/978-1-4419-9186-7_9. Go to original source...
  34. Gelman, A. and J. Hill. 2006. Data Analysis Using Regression and Multilevel/Hierarchical Models. Cambridge: Cambridge University Press, https://doi.org/10.1017/CBO9780511790942. Go to original source...
  35. Goldthorpe, J. H. 2009. 'Understanding the Role of Education in Intergenerational Class Mobility: Some Pointers for Sociologists from Labour Economics.' Unpublished Manuscript.
  36. Goldthorpe, J. H. 2014. 'The Role of Education in Intergenerational Social Mobility: Problems from Empirical Research in Sociology and Some Theoretical Pointers from Economics.' Rationality and Society 26 (3): 265-289, https://doi.org/10.1177/1043463113519068. Go to original source...
  37. Goos, M., A. Manning and A. Salomons. 2014. 'Explaining Job Polarization: Routine-Biased Technological Change and Offshoring.' American Economic Review 104 (8): 2509-2526, https://doi.org/10.1257/aer.104.8.2509. Go to original source...
  38. Heckman, J. J., L. J. Lochner and P. E. Todd. 2006. 'Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond.' Handbook of the Economics of Education 1: 307-458, https://doi.org/10.1016/S1574-0692(06)01007-5. Go to original source...
  39. Hirsch, F. 1978. Social Limits to Growth. London: Routledge & Kegan Paul.
  40. Hout, M. 2012. 'Social and Economic Returns to College Education in the United States.' Annual Review of Sociology 38: 379-400, https://doi.org/10.1146/annurev.soc.012809.102503. Go to original source...
  41. ILO (International Labour Office). 1968. 1988. 2008. International Standard Classification of Occupations. Geneva: International Labour Office.
  42. Jackson, M., J. H. Goldthorpe and C. Mills. 2005. 'Education, Employers and Class Mobility.' Research in Social Stratification and Mobility 23: 3-33, https://doi.org/10.1016/S0276-5624(05)23001-9. Go to original source...
  43. Keeley, B. 2007. Human Capital: How What You Know Shapes Your Life. Paris: OECD Publishing, https://doi.org/10.1787/9789264029095-en. Go to original source...
  44. Kerckhoff, A. C., S. W. Raudenbush and E. Glennie. 2001. 'Education, Cognitive Skill, and Labor Force Outcomes.' Sociology of Education 74 (1): 1-24, https://doi.org/10.2307/2673142. Go to original source...
  45. Kivinen, O. and S. Ahola. 1999. 'Higher Education as Human Risk Capital.' Higher Education 38 (2): 191-208, https://doi.org/10.1023/A:1003788929925. Go to original source...
  46. Kogan, I. 2012. 'Tertiary Education Landscape and Labour Market Chances of the Highly Educated in Central and Eastern Europe.' European Sociological Review 28 (6): 701-703, https://doi.org/10.1093/esr/jcs062. Go to original source...
  47. Kreft, I. G. G. and J. De Leeuw. 1998. Introducing Multilevel Modeling. London: Sage Publications, https://doi.org/10.4135/9781849209366. Go to original source...
  48. Manning, A. 2004. 'We Can Work It Out: The Impact of Technological Change on the Demand for Low-Skill Workers.' Scottish Journal of Political Economy 51 (5): 581-608, https://doi.org/10.1111/j.0036-9292.2004.00322.x. Go to original source...
  49. Manning, A. and F. Saidi. 2010. 'Understanding the Gender Pay Gap: What's Competition Got to Do with It?' ILR Review 63 (4): 681-698, https://doi.org/10.1177/001979391006300407. Go to original source...
  50. Mincer, J. 1958. 'Investment in Human Capital and Personal Income Distribution.' Journal of Political Economy 66 (4): 281-302, https://doi.org/10.1086/258055. Go to original source...
  51. Mincer, J. 1974. Schooling, Experience, and Earnings. New York: National Bureau of Economic Research.
  52. Morrison Paul, C. and D. Siegel. 2001. 'The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition.' The Scandinavian Journal of Economics 103 (2): 241-264, https://doi.org/10.1111/1467-9442.00243. Go to original source...
  53. Nelson, R. R. and E. S. Phelps. 1966. 'Investment in Humans, Technological Diffusion, and Economic Growth.' The American Economic Review 56 (1-2): 69-75.
  54. OECD. 2019. Population with Tertiary Education (Indicator). Paris: OECD.
  55. Oesch, D. and J. Rodríguez-Menés. 2010. 'Upgrading or Polarization? Occupational Change in Britain, Germany, Spain and Switzerland, 1990-2008.' Socio-economic Review 9 (3): 503-531, https://doi.org/10.1093/ser/mwq029. Go to original source...
  56. Oesch, D. 2013. Occupational Change in Europe: How Technology and Education Transform the Job Structure. Oxford: Oxford University Press, https://doi.org/10.1093/acprof:oso/9780199680962.001.0001. Go to original source...
  57. Olneck, M. R. and K.-S. Kim. 1989. 'High School Completion and Men's Incomes: An Apparent Anomaly.' Sociology of Education 62 (3): 193-207, https://doi.org/10.2307/2112867. Go to original source...
  58. Ortiz, L. and J. Rodriguez-Menés. 2016. 'The Positional Values of Education and Its Effect on General and Technical Fields of Education: Educational Expansion and Occupational Returns to Education in Spain.' European Sociological Review 32 (2): 216-237, https://doi.org/10.1093/esr/jcv085. Go to original source...
  59. Pallas, A. M. 2006. 'The Effects of Schooling on Individual Lives.' Pp. 499-525 in Handbook of the Sociology of Education, edited by M. T. Hallinan. Berlin: Springer, https://doi.org/10.1007/0-387-36424-2_23. Go to original source...
  60. Peet, E. D., G. Fink and W. Fawzi. 2015. 'Returns to Education in Developing Countries: Evidence from the Living Standards and Measurement Study Surveys.' Economics of Education Review 49 (C): 69-90, https://doi.org/10.1016/j.econedurev.2015.08.002. Go to original source...
  61. Rabe-Hesketh, S. and A. Skrondal. 2012. 'Multilevel and Longitudinal Modeling Using Stata.' College Station, TX: Stata Press.
  62. Ross, C. E. and C.-L. Wu. 1995. 'The Links between Education and Health.' American Sociological Review 60 (5): 719-745, https://doi.org/10.2307/2096319. Go to original source...
  63. Rotman, A., Y. Shavit and M. Shalev. 2016. 'Nominal and Positional Perspectives on Educational Stratification in Israel.' Research in Social Stratification and Mobility 43: 17- 24, https://doi.org/10.1016/j.rssm.2015.06.001. Go to original source...
  64. Shavit, Y. and W. Müller. (eds) 1998. From School to Work. A Comparative Study of Educational Qualifications and Occupational Destinations. Oxford, UK: Clarendon Press.
  65. Spence, M. 1973. 'Job Market Signaling.' Quarterly Journal of Economics 87 (3): 355-374, https://doi.org/10.2307/1882010. Go to original source...
  66. Thurow, L. C. 1975. Generating Inequality: Mechanisms of Distribution in the US Economy. New York: Basic Books. Go to original source...
  67. Trow, M. 1973. Problems in the Transition from Elite to Mass Higher Education. Berkeley, CA: Carnegie Commission on Higher Education.
  68. Ultee, W. C. 1980. 'Is Education a Positional Good-An Empirical Examination of Alternative Hypotheses on the Connection between Education and Occupational Level.' Netherlands Journal of Social Sciences 16 (2): 135-153.
  69. Van de Werfhorst, H. G. and R. Andersen. 2005. 'Social Background, Credential Inflation and Educational Strategies.' Acta Sociologica 48 (4): 321-340, https://doi.org/10.1177/0001699305059945. Go to original source...
  70. Vila, L. E. 2000. 'The Non-Monetary Benefits of Education.' European Journal of Education 35 (1): 21-32, https://doi.org/10.1111/1467-3435.00003. Go to original source...
  71. Weiss, A. 1995. 'Human Capital vs Signalling Explanations of Wages.' Journal of Economic Perspectives 9 (4): 133-154, https://doi.org/10.1257/jep.9.4.133. Go to original source...
  72. Welch, F. 1970. 'Education in Production.' Journal of Political Economy 78 (1): 35-59, https://doi.org/10.1086/259599. Go to original source...

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