IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp10250.html
   My bibliography  Save this paper

Determinants of Regional Differences in Rates of Overeducation in Europe

Author

Listed:
  • Davia, Maria A.

    (Universidad de Castilla – La Mancha)

  • McGuinness, Seamus

    (Economic and Social Research Institute, Dublin)

  • O'Connell, Philip J.

    (University College Dublin)

Abstract

This paper examines the factors determining variations in spatial rates of overeducation. A quantile regression model has been implemented on a sample of region-yearly data drawn from the EU Survey on Income and Living Conditions (EU-SILC) and several institutional and macroeconomic features captured from other data-sets. Potential determinants of overeducation rates include factors such as labour market risk, financial aid to university students, excess labour demand and institutional factors. We find significant effects both for labour market structural imbalances and institutional factors. The research supports the findings of micro based studies which have found that overeducation is consistent with an assignment interpretation of the labour market.

Suggested Citation

  • Davia, Maria A. & McGuinness, Seamus & O'Connell, Philip J., 2016. "Determinants of Regional Differences in Rates of Overeducation in Europe," IZA Discussion Papers 10250, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp10250
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp10250.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
    2. Alfonso Alba-Ramírez, 1993. "Mismatch in the Spanish Labor Market: Overeducation?," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 259-278.
    3. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    4. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    5. Martin HUMBURG & Andries de GRIP & Rolf van der VELDEN, 2017. "Which skills protect graduates against a slack labour market?," International Labour Review, International Labour Organization, vol. 156(1), pages 25-43, March.
    6. Dolton, Peter & Vignoles, Anna, 2000. "The incidence and effects of overeducation in the U.K. graduate labour market," Economics of Education Review, Elsevier, vol. 19(2), pages 179-198, April.
    7. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    8. McGuinness, Seamus & Sloane, Peter J., 2011. "Labour market mismatch among UK graduates: An analysis using REFLEX data," Economics of Education Review, Elsevier, vol. 30(1), pages 130-145, February.
    9. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-192, February.
    10. Elena Bárcena-Mart�n & Santiago Budr�a & Ana I. Moro-Egido, 2012. "Skill mismatches and wages among European university graduates," Applied Economics Letters, Taylor & Francis Journals, vol. 19(15), pages 1471-1475, October.
    11. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    12. Abbi Kedir & Andri Kyrizi & Francisco Martinez-Mora, 2012. "Signalling and Productivity Effects of Overeducation: Is It Really a Waste of Resources?," Discussion Papers in Economics 12/19, Division of Economics, School of Business, University of Leicester.
    13. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    14. Müge Adalet McGowan & Dan Andrews, 2015. "Skill Mismatch and Public Policy in OECD Countries," OECD Economics Department Working Papers 1210, OECD Publishing.
    15. Glenda Quintini, 2011. "Over-Qualified or Under-Skilled: A Review of Existing Literature," OECD Social, Employment and Migration Working Papers 121, OECD Publishing.
    16. Chiswick, Barry R. & Miller, Paul W., 2009. "The international transferability of immigrants' human capital," Economics of Education Review, Elsevier, vol. 28(2), pages 162-169, April.
    17. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    18. H. Battu & C. R. Belfield & P. J. Sloane, 1999. "Overeducation Among Graduates: a cohort view," Education Economics, Taylor & Francis Journals, vol. 7(1), pages 21-38.
    19. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    20. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    21. Kostas Mavromaras & Seamus Mcguinness & Yin King Fok, 2009. "Assessing the Incidence and Wage Effects of Overskilling in the Australian Labour Market," The Economic Record, The Economic Society of Australia, vol. 85(268), pages 60-72, March.
    22. Groot, Wim & Maassen van den Brink, Henriette, 2000. "Overeducation in the labor market: a meta-analysis," Economics of Education Review, Elsevier, vol. 19(2), pages 149-158, April.
    23. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    24. Tsang, Mun Chiu, 1987. "The impact of underutilization of education on productivity: A case study of the U.S. Bell companies," Economics of Education Review, Elsevier, vol. 6(3), pages 239-254, June.
    25. Ghignoni, Emanuela & Verashchagina, Alina, 2014. "Educational qualifications mismatch in Europe. Is it demand or supply driven?," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 670-692.
    26. Giuseppe Croce & Emanuela Ghignoni, 2012. "Demand and Supply of Skilled Labour and Overeducation in Europe: A Country-level Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 54(2), pages 413-439, June.
    27. Sherwin Rosen, 1972. "Learning and Experience in the Labor Market," Journal of Human Resources, University of Wisconsin Press, vol. 7(3), pages 326-342.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Seamus McGuinness & Adele Bergin & Adele Whelan, 2018. "Overeducation in Europe: trends, convergence, and drivers," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 994-1015.
    2. Eyal Bar-Haim & Louis Chauvel & Anne Hartung, 2018. "More Necessary and Less Sufficient: An Age-Period-Cohort Approach to Overeducation in Comparative Perspective," LIS Working papers 734, LIS Cross-National Data Center in Luxembourg.
    3. Baran, Jan A., 2024. "Overeducation in the EU: Gender and regional dimension," Labour Economics, Elsevier, vol. 90(C).
    4. Muñoz de Bustillo, Rafael & Sarkar, Sudipa & Sebastián, Raquel & Antón, José-Ignacio, 2018. "Education mismatch in Europe at the turn of the century: Measurement, intensity and evolution," MPRA Paper 85779, University Library of Munich, Germany.

    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. Morsy, Hanan & Mukasa, Adamon, 2019. "Youth Jobs, Skill and Educational Mismatches in Africa," MPRA Paper 100394, University Library of Munich, Germany.
    2. Hanan Morsy & Adamon N. Mukasa, 2019. "Working Paper 326 - Youth Jobs, Skill and Educational Mismatches in Africa," Working Paper Series 2452, African Development Bank.
    3. L. Cattani & G. Guidetti & G. Pedrini, 2014. "Assessing the incidence and wage effects of overeducation among Italian graduates using a new measure for educational requirements," Working Papers wp939, Dipartimento Scienze Economiche, Universita' di Bologna.
    4. Barbara Ermini & Luca Papi & Francesca Scaturro, 2016. "Over-education among italian Ph.D. graduates. Does the crisis make a difference?," Mo.Fi.R. Working Papers 126, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    5. Andrea Diem & Stefan C. Wolter, 2014. "Overeducation among Swiss university graduates: determinants and consequences [Nicht ausbildungsadäquate Beschäftigung bei Universitätsabsolventinnen und -absolventen – Determinanten und Konsequenz," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(4), pages 313-328, December.
    6. Barbara Ermini & Luca Papi & Francesca Scaturro, 2017. "An Analysis of the Determinants of Over-Education Among Italian Ph.D Graduates," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(2), pages 167-207, July.
    7. Shujaat Farooq, 2015. "Job Mismatches in Pakistan: Is there Some Wage Penalty to Graduates?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 54(2), pages 147-164.
    8. Erdsiek, Daniel, 2017. "Dynamics of overqualification: Evidence from the early career of graduates," ZEW Discussion Papers 17-020, ZEW - Leibniz Centre for European Economic Research.
    9. Joaquin Turmo-Garuz & M.-Teresa Bartual-Figueras & Francisco-Javier Sierra-Martinez, 2019. "Factors Associated with Overeducation Among Recent Graduates During Labour Market Integration: The Case of Catalonia (Spain)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(3), pages 1273-1301, August.
    10. Sucharita Ghosh & Emanuele Grassi, 2020. "Overeducation and overskilling in the early careers of PhD graduates: Does international migration reduce labour market mismatch?," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 915-944, August.
    11. Barbara Ermini & Luca Papi & Francesca Scaturro, 2022. "Over-education and the great recession. The case of Italian Ph.D graduates," RIEDS - Rivista Italiana di Economia, Demografia e Statistica - The Italian Journal of Economic, Demographic and Statistical Studies, SIEDS Societa' Italiana di Economia Demografia e Statistica, vol. 76(3), pages 17-28, July-Sept.
    12. Laura C. Blanco, 2019. "Emparejamiento entre competencias y empleo en el mercado laboral costarricense," Working Papers 201905, Universidad de Costa Rica, revised Oct 2019.
    13. 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.
    14. Luz A. Flórez & Leidy Gómez D., 2019. "Skill mismatch and labour turnover in a developing country: the Colombian case," Borradores de Economia 1099, Banco de la Republica de Colombia.
    15. Kitae Sohn, 2010. "The Role of Cognitive and Noncognitive Skills in Overeducation," Journal of Labor Research, Springer, vol. 31(2), pages 124-145, June.
    16. Kampelmann, Stephan & Rycx, François, 2012. "The impact of educational mismatch on firm productivity: Evidence from linked panel data," Economics of Education Review, Elsevier, vol. 31(6), pages 918-931.
    17. Rolf van der Velden & Mark Levels & Jim Allen, 2014. "Educational mismatches and skills: New empirical tests of old hypotheses," Investigaciones de Economía de la Educación volume 9, in: Adela García Aracil & Isabel Neira Gómez (ed.), Investigaciones de Economía de la Educación 9, edition 1, volume 9, chapter 34, pages 655-680, Asociación de Economía de la Educación.
    18. Rycx, François & Santosuosso, Giulia & Vermeylen, Guillaume, 2022. "The Over-education Wage Penalty Among PhD Holders: A European Perspective," GLO Discussion Paper Series 1126, Global Labor Organization (GLO).
    19. Sandra Nieto & Raul Ramos, 2017. "Overeducation, Skills and Wage Penalty: Evidence for Spain Using PIAAC Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 219-236, October.
    20. Pérez Navarro, Marco Aurelio, 2021. "University graduates’ job-education mismatches in the Spanish labour market," MPRA Paper 109881, University Library of Munich, Germany.

    More about this item

    Keywords

    regional variation; overeducation; mismatch;
    All these keywords.

    JEL classification:

    • C29 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Other
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp10250. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.