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Place of study, field of study and labour-market region: What matters for wage differences among higher-education graduates?

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  • Silvia Kopecny

    (University of Tübingen)

  • Steffen Hillmert

    (University of Tübingen)

Abstract

This paper focuses on the structure and extent of wage differences among graduates of different higher-education institutions in Germany. We ask how large these differences are and how they relate to fields of study and regional labour markets. The results from our application of cross-classified random-effects models to a cohort of the DZHW Graduate Panel show that there is a considerable amount of wage variation depending on the graduates’ alma mater. However, this variation can be fully explained by structural characteristics: Selection based on individual characteristics is of only minor importance, while regional labour markets do matter. Most of all, however, the differences relate to fields of study.

Suggested Citation

  • Silvia Kopecny & Steffen Hillmert, 2021. "Place of study, field of study and labour-market region: What matters for wage differences among higher-education graduates?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-21, December.
  • Handle: RePEc:spr:jlabrs:v:55:y:2021:i:1:d:10.1186_s12651-021-00301-4
    DOI: 10.1186/s12651-021-00301-4
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    1. Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
    2. Massimo Anelli, 2020. "The Returns to Elite University Education: a Quasi-Experimental Analysis," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 2824-2868.
    3. Daniela Glocker & Johanna Storck, 2012. "Uni, Fachhochschule oder Ausbildung - welche Fächer bringen die höchsten Löhne?," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 79(13), pages 3-8.
    4. Holmlund, Linda, 2009. "The Effect of College Quality on Earnings Evidence from Sweden," Umeå Economic Studies 781, Umeå University, Department of Economics.
    5. Monks, James, 2000. "The returns to individual and college characteristics: Evidence from the National Longitudinal Survey of Youth," Economics of Education Review, Elsevier, vol. 19(3), pages 279-289, June.
    6. Jack Britton & Lorraine Dearden & Neil Shephard & Anna Vignoles, 2016. "How English domiciled graduate earnings vary with gender, institution attended, subject and socio-economic background," IFS Working Papers W16/06, Institute for Fiscal Studies.
    7. Barbara S. Grave & Katja Goerlitz, 2012. "Wage differentials by field of study -- the case of German university graduates," Education Economics, Taylor & Francis Journals, vol. 20(3), pages 284-302, March.
    8. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
    9. Dan Black & Jeffrey Smith & Kermit Daniel, 2005. "College Quality and Wages in the United States," German Economic Review, Verein für Socialpolitik, vol. 6(3), pages 415-443, August.
    10. Arnaud Chevalier, 2014. "Does Higher Education Quality Matter in the UK?," Research in Labor Economics, in: Factors Affecting Worker Well-being: The Impact of Change in the Labor Market, volume 40, pages 257-292, Emerald Group Publishing Limited.
    11. Yulia Marchenko, 2006. "Estimating variance components in Stata," Stata Journal, StataCorp LP, vol. 6(1), pages 1-21, March.
    12. Stefan Krabel & Choni Fl�ther, 2014. "Here Today, Gone Tomorrow? Regional Labour Mobility of German University Graduates," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1609-1627, October.
    13. Buch, Tanja & Hamann, Silke & Niebuhr, Annekatrin & Rossen, Anja, 2014. "How to woo the smart ones? Evaluating the determinants that particularly attract highly qualified people to cities," HWWI Research Papers 159, Hamburg Institute of International Economics (HWWI).
    14. Joachim Ragnitz, 2012. "Regionale Lohnunterschiede in Deutschland," ifo Dresden berichtet, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 19(02), pages 26-32, April.
    15. Massimo Anelli, 0. "The Returns to Elite University Education: a Quasi-Experimental Analysis," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 2824-2868.
    16. Cunha, Jesse M. & Miller, Trey, 2014. "Measuring value-added in higher education: Possibilities and limitations in the use of administrative data," Economics of Education Review, Elsevier, vol. 42(C), pages 64-77.
    17. Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
    18. Gary S. Becker, 1994. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition," NBER Books, National Bureau of Economic Research, Inc, number beck94-1.
    19. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2007. "Human Capital, Higher Education and Graduate Migration: An Analysis of Scottish and Welsh Students," Urban Studies, Urban Studies Journal Limited, vol. 44(13), pages 2511-2528, December.
    20. Sophia Rabe-Hesketh & Anders Skrondal, 2012. "Multilevel and Longitudinal Modeling Using Stata, 3rd Edition," Stata Press books, StataCorp LP, edition 3, number mimus2, March.
    21. repec:zbw:rwirep:0316 is not listed on IDEAS
    22. Mark Hoekstra, 2009. "The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 717-724, November.
    23. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    Cited by:

    1. Yanming Li & Kangyin Lu & Kaiyuan Wang, 2021. "Inequality in the Initial Wage of College Graduates at the College-Level Perspective," Sustainability, MDPI, vol. 13(24), pages 1-15, December.
    2. Venera Timiryanova & Dina Krasnoselskaya & Natalia Kuzminykh, 2022. "Applying the Multilevel Approach in Estimation of Income Population Differences," Stats, MDPI, vol. 6(1), pages 1-32, December.

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    More about this item

    Keywords

    Wages; Higher-education institution; Fields of study; Regional labour markets; Multi-level analysis;
    All these keywords.

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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