IDEAS home Printed from https://ideas.repec.org/p/osf/osfxxx/8ysgz.html
   My bibliography  Save this paper

Relevance of Education to Occupation: A New Empirical Approach Based on College Courses

Author

Listed:
  • Hadavand, Aboozar

    (Johns Hopkins University)

  • Thomas, Sarah M
  • Almasi, Pooya
  • Gharehgozli, Orkideh

Abstract

We introduce a new approach to measuring the match between education and occupation by using the number of college courses related to one’s occupation. Previous studies have only considered the match between college “major” and occupation. This approach ignores the content of education and the courses taken in college. We find that taking courses in college that are relevant to one’s occupation is significantly associated with higher wages, which can be taken as evidence against the notion that returns to college are principally a matter of signaling. We further find that performing well in these courses is associated with an even higher wage premium. A student’s wage increases, on average, by 1.6–2.9 percent for each matched course. This effect increases to 2.3–3.8 percent when we use a grade weighted measure of match.

Suggested Citation

  • Hadavand, Aboozar & Thomas, Sarah M & Almasi, Pooya & Gharehgozli, Orkideh, 2019. "Relevance of Education to Occupation: A New Empirical Approach Based on College Courses," OSF Preprints 8ysgz, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:8ysgz
    DOI: 10.31219/osf.io/8ysgz
    as

    Download full text from publisher

    File URL: https://osf.io/download/5c75b3ee82a3950018cd77db/
    Download Restriction: no
    File URL: https://libkey.io/10.31219/osf.io/8ysgz?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Francesco Furlanetto & Nicolas Groshenny, 2016. "Mismatch Shocks and Unemployment During the Great Recession," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1197-1214, November.
    2. Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2010. "Education-occupation mismatch: Is there an income penalty?," Economics of Education Review, Elsevier, vol. 29(6), pages 1047-1059, December.
    3. Abel, Jaison R. & Deitz, Richard, 2015. "Agglomeration and job matching among college graduates," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 14-24.
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
    6. Yakusheva, Olga, 2010. "Return to college education revisited: Is relevance relevant?," Economics of Education Review, Elsevier, vol. 29(6), pages 1125-1142, December.
    7. 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.
    8. Wise, David A, 1975. "Academic Achievement and Job Performance," American Economic Review, American Economic Association, vol. 65(3), pages 350-366, June.
    9. James Heckman & Edward Vytlacil, 2001. "Identifying The Role Of Cognitive Ability In Explaining The Level Of And Change In The Return To Schooling," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 1-12, February.
    10. Blackburn, McKinley L & Neumark, David, 1993. "Omitted-Ability Bias and the Increase in the Return to Schooling," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 521-544, July.
    11. Boudarbat, Brahim & Chernoff, Victor, 2009. "The Determinants of Education-Job Match among Canadian University Graduates," IZA Discussion Papers 4513, Institute of Labor Economics (IZA).
    12. James, Estelle, et al, 1989. "College Quality and Future Earnings: Where Should You Send Your Child to College?," American Economic Review, American Economic Association, vol. 79(2), pages 247-252, May.
    13. Freeman, James A. & Hirsch, Barry T., 2008. "College majors and the knowledge content of jobs," Economics of Education Review, Elsevier, vol. 27(5), pages 517-535, October.
    14. Robst, John, 2007. "Education and job match: The relatedness of college major and work," Economics of Education Review, Elsevier, vol. 26(4), pages 397-407, August.
    15. John Robst, 2008. "Overeducation And College Major: Expanding The Definition Of Mismatch Between Schooling And Jobs," Manchester School, University of Manchester, vol. 76(4), pages 349-368, July.
    16. Ethel B. Jones & John D. Jackson, 1990. "College Grades and Labor Market Rewards," Journal of Human Resources, University of Wisconsin Press, vol. 25(2), pages 253-266.
    17. John Robst, 2007. "Education, College Major, and Job Match: Gender Differences in Reasons for Mismatch," Education Economics, Taylor & Francis Journals, vol. 15(2), pages 159-175.
    18. Stephen V. Cameron & James J. Heckman, 2001. "The Dynamics of Educational Attainment for Black, Hispanic, and White Males," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 455-499, June.
    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. Jiang, Shengjun & Guo, Yilan, 2022. "Reasons for college major-job mismatch and labor market outcomes: Evidence from China," China Economic Review, Elsevier, vol. 74(C).
    2. Domadenik, Polona & Far?nik, Daša & Pastore, Francesco, 2013. "Horizontal Mismatch in the Labour Market of Graduates: The Role of Signalling," IZA Discussion Papers 7527, Institute of Labor Economics (IZA).
    3. Hugh Cassidy & Amanda Gaulke, 2024. "The increasing penalty to occupation‐education mismatch," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 607-632, April.
    4. Manuel Salas Velasco, 2004. "Rendimientos privados de las inversiones en educación superior a partir de ecuaciones de ingresos," Hacienda Pública Española / Review of Public Economics, IEF, vol. 169(2), pages 87-117, June.
    5. Sergey Roshchin & Victor Rudakov, 2015. "Do Starting Salaries for Graduates Measure the Quality of Education? A Review of Studies by Russian and Foreign Authors," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 137-181.
    6. Yuki Onozuka, 2022. "Basic Skills or Major-Specific Knowledge? Sources of Wage Penalties for Working Outside the Major Field of Study," Journal of Labor Research, Springer, vol. 43(1), pages 24-64, March.
    7. Tang, Rongsheng & Wang, Gaowang, 2021. "Educational mismatch and income inequality," Economic Modelling, Elsevier, vol. 100(C).
    8. Shengjun Jiang, 2024. "Reasons for college major-job mismatch and subsequent job mobility and earnings growth," Empirical Economics, Springer, vol. 67(3), pages 1275-1301, September.
    9. Khan, Bilal Muhammad, 2019. "Education Occupation Mismatch in Developing countries," MPRA Paper 92324, University Library of Munich, Germany.
    10. Balzhan Serikbayeva & Kanat Abdulla, 2022. "Education-Job Mismatch: Implications for Individual Earnings and Aggregate Output," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(2), pages 723-752, September.
    11. Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2018. "Skills Mismatch: Concepts, Measurement And Policy Approaches," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 985-1015, September.
    12. Tang, Rongsheng & Wang, Gaowang, 2021. "Educational mismatch and earnings inequality," MPRA Paper 106953, University Library of Munich, Germany.
    13. Aepli, Manuel, 2019. "Technological change and occupation mobility: A task-based approach to horizontal mismatch," GLO Discussion Paper Series 361, Global Labor Organization (GLO).
    14. Sellami Sana & Verhaest Dieter & Nonneman Walter & Van Trier Walter, 2017. "The Impact of Educational Mismatches on Wages: The Influence of Measurement Error and Unobserved Heterogeneity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(1), pages 1-20, February.
    15. Dobkin, Carlos & Gil, Ricard & Marion, Justin, 2010. "Skipping class in college and exam performance: Evidence from a regression discontinuity classroom experiment," Economics of Education Review, Elsevier, vol. 29(4), pages 566-575, August.
    16. Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2010. "Education-occupation mismatch: Is there an income penalty?," Economics of Education Review, Elsevier, vol. 29(6), pages 1047-1059, December.
    17. Grace Chia & Paul W Miller, 2007. "Tertiary Performance, Field of Study and Graduate Starting Salaries," Economics Discussion / Working Papers 07-12, The University of Western Australia, Department of Economics.
    18. Manuel Salas-Velasco, 2021. "Mapping the (mis)match of university degrees in the graduate labor market," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-23, December.
    19. Winters, John V., 2014. "STEM graduates, human capital externalities, and wages in the U.S," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 190-198.
    20. Amna Qadeer & Khadija Fatima, 2017. "Education-Job Mismatch among Graduates of Administrative Staff: A Case Study of University of Gujrat," Matrix Science Mathematic (MSMK), Zibeline International Publishing, vol. 1(1), pages 40-44, January.

    More about this item

    Statistics

    Access and download statistics

    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:osf:osfxxx:8ysgz. 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: OSF (email available below). General contact details of provider: https://osf.io/preprints/ .

    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.