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Occupational hazard: Inequalities in labour market mismatch

Author

Listed:
  • Lindsey Macmillan

    (UCL Centre for Education Policy & Equalising Opportunities)

  • Richard Murphy

    (Department of Economics, University of Texas at Austin)

  • Gill Wyness

    (UCL Centre for Education Policy & Equalising Opportunities)

Abstract
In this paper we depart from traditional skills-based measures of occupational mismatch. Whereas skill-based measures are typically non-hierarchical, and involve comparing an individual's skills to those required by their occupation, we devise a new hierarchical method. Specifically, we create two continuous, measures of occupational quality: an `input' measure derived from the initial qualifications of others in an occupation, and an `output' measure derived from the realized wages of others, alongside a corresponding measure of individual ability. We use these detailed, comparable measures to examine the extent to which individuals mismatch into occupations, for the first time in the literature. We explore the nature of mismatch throughout the ability distribution, focusing on systematic differences by socio-economic status (SES) and gender. We find low SES individuals are employed in lower wage and lower qualification occupations compared to their similarly qualified peers. Meanwhile, while females match to occupation groups with higher achieving employees than males, they are employed in lower wage occupations. Educational routes between compulsory education and occupations at age 25 can explain around 33% of these SES gaps among high achievers, but persistent sizeable difference remain, conditional on all post-16 activity. By contrast the gender gap in mismatch remains stable, suggesting that education choices are not driving the differences. Instead, industry worked in accounts for most of the gender gap, though only among low achievers.

Suggested Citation

  • Lindsey Macmillan & Richard Murphy & Gill Wyness, 2024. "Occupational hazard: Inequalities in labour market mismatch," CEPEO Working Paper Series 24-06, UCL Centre for Education Policy and Equalising Opportunities, revised Oct 2024.
    • Handle: RePEc:ucl:cepeow:24-06
    as

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    File URL: http://repec-cepeo.ucl.ac.uk/cepeow/cepeowp24-06.pdf
    File Function: First version, 2024
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    References listed on IDEAS

    as
    1. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
    2. Stuart Campbell & Lindsey Macmillan & Richard Murphy & Gill Wyness, 2022. "Matching in the Dark? Inequalities in Student to Degree Match," Journal of Labor Economics, University of Chicago Press, vol. 40(4), pages 807-850.
    3. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    4. Battu, H. & Belfield, C.R. & Sloane, P.J., 2000. "How Well Can We Measure Graduate Over- Education and Its Effects?," National Institute Economic Review, National Institute of Economic and Social Research, vol. 171, pages 82-93, January.
    5. Bingley, Paul & Corak, Miles & Westergård-Nielsen, Niels C., 2011. "The Intergenerational Transmission of Employers in Canada and Denmark," IZA Discussion Papers 5593, Institute of Labor Economics (IZA).
    6. Fatih Guvenen & Burhan Kuruscu & Satoshi Tanaka & David Wiczer, 2020. "Multidimensional Skill Mismatch," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(1), pages 210-244, January.
    7. Kostas Mavromaras & St�phane Mahuteau & Peter Sloane & Zhang Wei, 2013. "The effect of overskilling dynamics on wages," Education Economics, Taylor & Francis Journals, vol. 21(3), pages 281-303, July.
    8. Francis Green & Yu Zhu, 2010. "Overqualification, job dissatisfaction, and increasing dispersion in the returns to graduate education," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 740-763, October.
    9. Francis Green & Golo Henseke, 2016. "The changing graduate labour market: analysis using a new indicator of graduate jobs," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-25, December.
    10. Quinn, Michael A. & Rubb, Stephen, 2006. "Mexico's labor market: The importance of education-occupation matching on wages and productivity in developing countries," Economics of Education Review, Elsevier, vol. 25(2), pages 147-156, April.
    11. Baert, Stijn & Cockx, Bart & Verhaest, Dieter, 2013. "Overeducation at the start of the career: Stepping stone or trap?," Labour Economics, Elsevier, vol. 25(C), pages 123-140.
    12. Miles Corak & Patrizio Piraino, 2011. "The Intergenerational Transmission of Employers," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 37-68, January.
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    More about this item

    Keywords

    mismatch; inequalities; occupational choices; education; gender;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • 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

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