IDEAS home Printed from https://ideas.repec.org/a/bla/manchs/v89y2021i2p172-189.html
   My bibliography  Save this article

Over‐education in Cyprus: Micro and macro determinants, persistence and state dependence. A dynamic panel analysis

Author

Listed:
  • Christiana Charalambidou
  • Steven McIntosh

Abstract

We use longitudinal panel data from the EU‐SILC for the period 2005–2011 to examine the micro and macro determinants, persistence and dynamics of over‐education. The key contribution in terms of the determinants of over‐education is the inclusion of macro‐level explanatory variables to control for both aggregate supply and aggregate demand labor market conditions. Their effects are found to be strongly significant and to have the expected sign. The article also disentangles the effect of past over‐education experience on the likelihood of current over‐education. Results demonstrate that over‐education is not only a long‐run phenomenon for many workers but also that current over‐education is largely due to past circumstances of the individual with this state dependence present at all career stages.

Suggested Citation

  • Christiana Charalambidou & Steven McIntosh, 2021. "Over‐education in Cyprus: Micro and macro determinants, persistence and state dependence. A dynamic panel analysis," Manchester School, University of Manchester, vol. 89(2), pages 172-189, March.
  • Handle: RePEc:bla:manchs:v:89:y:2021:i:2:p:172-189
    DOI: 10.1111/manc.12357
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/manc.12357
    Download Restriction: no

    File URL: https://libkey.io/10.1111/manc.12357?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. 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.
    2. Christina Boll & Julian Sebastian Leppin & Klaus Schömann, 2016. "Who is overeducated and why? Probit and dynamic mixed multinomial logit analyses of vertical mismatch in East and West Germany," Education Economics, Taylor & Francis Journals, vol. 24(6), pages 639-662, November.
    3. Rosen, Sherwin, 2007. "Studies in Labor Markets," National Bureau of Economic Research Books, University of Chicago Press, number 9780226726304.
    4. repec:ucp:bknber:9780226726281 is not listed on IDEAS
    5. Allen, Jim & van der Velden, Rolf, 2001. "Educational Mismatches versus Skill Mismatches: Effects on Wages, Job Satisfaction, and On-the-Job Search," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 434-452, July.
    6. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    7. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    8. 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.
    9. Mavromaras, Kostas & McGuinness, Seamus, 2012. "Overskilling dynamics and education pathways," Economics of Education Review, Elsevier, vol. 31(5), pages 619-628.
    10. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    11. 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.
    12. Ingrid Linsley, 2005. "Causes of Overeducation in the Australian Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(2), pages 121-143, June.
    13. Dieter Verhaest & Eddy Omey, 2010. "The determinants of overeducation: different measures, different outcomes?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(6), pages 608-625, September.
    14. Clemente Pignatti Morano, 2014. "The determinants of overeducation: Evidence from the Italian labour market," 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 35, pages 681-698, Asociación de Economía de la Educación.
    15. Dieter Verhaest & Eddy Omey, 2006. "The Impact of Overeducation and its Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 77(3), pages 419-448, July.
    16. Wiji Arulampalam & Mark B. Stewart, 2009. "Simplified Implementation of the Heckman Estimator of the Dynamic Probit Model and a Comparison with Alternative Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(5), pages 659-681, October.
    17. Mincer, Jacob, 1978. "Family Migration Decisions," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 749-773, October.
    18. P. J. Sloane & H. Battu & P. T. Seaman, 1999. "Overeducation, undereducation and the British labour market," Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1437-1453.
    19. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    20. Dolton, Peter & Silles, Mary, 2001. "Over education in the graduate labour market: some evidence from alumni data," LSE Research Online Documents on Economics 19546, London School of Economics and Political Science, LSE Library.
    21. Arellano, Manuel & Carrasco, Raquel, 2003. "Binary choice panel data models with predetermined variables," Journal of Econometrics, Elsevier, vol. 115(1), pages 125-157, July.
    22. Sara Flisi & Valentina Goglio & Elena Claudia Meroni & Margarida Rodrigues & Esperanza Vera-Toscano, 2017. "Measuring Occupational Mismatch: Overeducation and Overskill in Europe—Evidence from PIAAC," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 1211-1249, April.
    23. Frenette, Marc, 2004. "The overqualified Canadian graduate: the role of the academic program in the incidence, persistence, and economic returns to overqualification," Economics of Education Review, Elsevier, vol. 23(1), pages 29-45, February.
    24. Ingrid Linsley, 2005. "Causes of Overeducation in the Australian Labour Market," Department of Economics - Working Papers Series 940, The University of Melbourne.
    25. Piper, Alan, 2013. "A Note on Modelling Dynamics in Happiness Estimations," MPRA Paper 49364, University Library of Munich, Germany.
    26. Tsang, Mun C. & Levin, Henry M., 1985. "The economics of overeducation," Economics of Education Review, Elsevier, vol. 4(2), pages 93-104, April.
    27. Arellano, Manuel, 2003. "Panel Data Econometrics," OUP Catalogue, Oxford University Press, number 9780199245291.
    28. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    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. Fakih, Ali & Lizzaik, Zeina, 2024. "The Incidence and Wage Penalty of Overqualification: The Case of Egypt," GLO Discussion Paper Series 1484, Global Labor Organization (GLO).
    2. David Boto-García & Marta Escalonilla, 2022. "University education, mismatched jobs: are there gender differences in the drivers of overeducation?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 861-902, October.

    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. Meroni, Elena Claudia & Vera-Toscano, Esperanza, 2017. "The persistence of overeducation among recent graduates," Labour Economics, Elsevier, vol. 48(C), pages 120-143.
    2. Queralt Capsada-Munsech, 2019. "Measuring Overeducation: Incidence, Correlation and Overlaps Across Indicators and Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 279-301, August.
    3. Castro, Juan Francisco & Ortega, Lorena & Yamada, Gustavo & Mata, David, 2022. "The Magnitude and Predictors of Overeducation and Overskilling in Latin America: Evidence from PIAAC," IZA Discussion Papers 15143, Institute of Labor Economics (IZA).
    4. 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.
    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. Mavromaras, Kostas & McGuinness, Seamus, 2012. "Overskilling dynamics and education pathways," Economics of Education Review, Elsevier, vol. 31(5), pages 619-628.
    7. Baran Jan, 2018. "A side effect of a university boom: rising incidence of overeducation among tertiary educated workers in Poland," Economics and Business Review, Sciendo, vol. 4(2), pages 41-63, June.
    8. Sara Flisi & Valentina Goglio & Elena Claudia Meroni & Margarida Rodrigues & Esperanza Vera-Toscano, 2017. "Measuring Occupational Mismatch: Overeducation and Overskill in Europe—Evidence from PIAAC," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(3), pages 1211-1249, April.
    9. Boll, Christina & Leppin, Julian & Rossen, Anja & Wolf, André, 2016. "Overeducation - New evidence for 25 European countries," IAB-Discussion Paper 201635, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    10. David Carroll & Massimiliano Tani, 2015. "Job search as a determinant of graduate over-education: evidence from Australia," Education Economics, Taylor & Francis Journals, vol. 23(5), pages 631-644, October.
    11. Hanan Morsy & Adamon N. Mukasa, 2019. "Working Paper 326 - Youth Jobs, Skill and Educational Mismatches in Africa," Working Paper Series 2452, African Development Bank.
    12. Kostas Mavromaras & Peter Sloane & Zhang Wei, 2015. "The scarring effects of unemployment, low pay and skills under-utilization in Australia compared," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2413-2429, May.
    13. Pernilla Joona & Nabanita Gupta & Eskil Wadensjö, 2014. "Overeducation among immigrants in Sweden: incidence, wage effects and state dependence," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-23, December.
    14. Maite Bl'azquez Cuesta & Marco A. P'erez Navarro & Roc'io S'anchez-Mangas, 2024. "Overeducation under different macroeconomic conditions: The case of Spanish university graduates," Papers 2407.04437, arXiv.org.
    15. Juan Acosta-Ballesteros & María del Pilar Osorno-del Rosal & Olga María Rodríguez-Rodríguez, 2018. "Overeducation of Young Workers in Spain: How Much Does the First Job Matter? Social Indicators Research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 109-139, July.
    16. Jian Z. Yeo & Sholeh A. Maani, 2017. "Educational mismatches and earnings in the New Zealand labour market," New Zealand Economic Papers, Taylor & Francis Journals, vol. 51(1), pages 28-48, January.
    17. Morsy, Hanan & Mukasa, Adamon, 2019. "Youth Jobs, Skill and Educational Mismatches in Africa," MPRA Paper 100394, University Library of Munich, Germany.
    18. Ferreira Sequeda, Maria & Künn, Annemarie & de Grip, Andries, 2016. "Work-related learning and skill development in Europe: Does initial skill mismatch matter?," Research Memorandum 027, Maastricht University, Graduate School of Business and Economics (GSBE).
    19. David Boto-García & Marta Escalonilla, 2022. "University education, mismatched jobs: are there gender differences in the drivers of overeducation?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 861-902, October.
    20. 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.

    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:bla:manchs:v:89:y:2021:i:2:p:172-189. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/semanuk.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.