Overeducation at a glance. Determinants and wage effects of the educational mismatch, looking at the AlmaLaurea data
AbstractThis paper provides the first available estimates of the impact of overeducation on wages of AlmaLaurea university graduates. The analysis focuses on jobs held 5 years after the graduation attained in 2005. Overeducation / overskilling are relatively high when compared to those in similarly advanced economies, and persistent over the years after graduation. Ceteris paribus they tend to be more frequent among children of parents with lower educational levels, through school tracking. The degrees more frequently associated to overeducation are: Agriculture, Arts, Education, Languages, Physical Education, Political Sciences, and Psychology. Working while studying and having started the university later than the curricular years are also factors. Moreover, we estimate a conditional wage penalty of about 10% of the median wage when we adopt the "to get" (overeducation) and of about 6.7% when we adopt the "to do" (overskilling) definition. However, the personal attributes that dispose individuals to be mismatched might also reduce the probability of finding a job. Controlling for this source of sample selection bias by using the Heckit procedure, we find that the wage penalty associated to overeducation / overskilling goes up to 35 and 74 percent, respectively. This is support for the job competition and the job assignment models versus the search theoretical model, suggesting that the non-employed would be more likely overeducated / overskilled if they found a job.
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Bibliographic InfoPaper provided by CRISEI, University of Naples "Parthenope", Italy in its series Discussion Papers with number 18_2012.
Date of creation: 19 Oct 2012
Date of revision:
School-to-Work Transition; University graduates; AlmaLaurea; Overeducation; Overskilling; Earnings; (Ordered) Probit; sample selection bias; Heckit; Italy.;
Other versions of this item:
- Caroleo, Floro Ernesto & Pastore, Francesco, 2013. "Overeducation at a Glance: Determinants and Wage Effects of the Educational Mismatch, Looking at the AlmaLaurea Data," IZA Discussion Papers 7788, Institute for the Study of Labor (IZA).
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- I2 - Health, Education, and Welfare - - Education
- J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- repec:ner:maastr:urn:nbn:nl:ui:27-20754 is not listed on IDEAS
- Marco PECORARO, 2011. "Is there still a wage penalty for being overeducated but well-matched in skills? A panel data analysis of a Swiss graduate cohort," Discussion Papers (IRES - Institut de Recherches Economiques et Sociales) 2011019, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-80, June.
- Kostas Mavromaras & Seamus McGuinness & Nigel O'Leary & Peter Sloane & Zhang Wei, 2013. "Job Mismatches and Labour Market Outcomes: Panel Evidence on University Graduates," The Economic Record, The Economic Society of Australia, vol. 89(286), pages 382-395, 09.
- Bratti, Massimiliano & Checchi, Daniele & de Blasio, Guido, 2008.
"Does the Expansion of Higher Education Increase the Equality of Educational Opportunities? Evidence from Italy,"
IZA Discussion Papers
3361, Institute for the Study of Labor (IZA).
- Massimiliano Bratti & Daniele Checchi & Guido de Blasio, 2008. "Does the Expansion of Higher Education Increase the Equality of Educational Opportunities? Evidence from Italy," LABOUR, CEIS, vol. 22(s1), pages 53-88, 06.
- Massimiliano Bratti & Daniele Checchi & Guido de Blasio, 2008. "Does the expansion of higher education increase the equality of educational opportunities? Evidence from Italy," Temi di discussione (Economic working papers) 679, Bank of Italy, Economic Research and International Relations Area.
- Patrizia Ordine & Giuseppe Rose, 2009. "Overeducation and Instructional Quality: A Theoretical Model and Some Facts," Journal of Human Capital, University of Chicago Press, vol. 3(1), pages 73-105.
- Croce, Giuseppe & Ghignoni, Emanuela, 2011.
"Overeducation and spatial flexibility in Italian local labour markets,"
29670, University Library of Munich, Germany.
- Giuseppe Croce & Emanuela Ghignoni, 2011. "Overeducation and spatial flexibility in Italian local labour markets," Working Papers 145, University of Rome La Sapienza, Department of Public Economics.
- Ides Nicaise, 2001. "Human capital, reservation wages and job competition: Heckman's lambda re-interpreted," Applied Economics, Taylor & Francis Journals, vol. 33(3), pages 309-315.
- Mary Silles & Peter Dolton, 2002.
"The Effects of Over-Education on Earnings in the Graduate Labour Market,"
Economics Series Working Papers
126, University of Oxford, Department of Economics.
- Dolton, Peter J. & Silles, Mary A., 2008. "The effects of over-education on earnings in the graduate labour market," Economics of Education Review, Elsevier, vol. 27(2), pages 125-139, April.
- Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2008.
"Education-Occupation Mismatch: Is There an Income Penalty?,"
IZA Discussion Papers
3806, Institute for the Study of Labor (IZA).
- 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.
- Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2009. "Education-occupation mismatch: Is there an income penalty?," Working Papers 2009:1, Lund University, Department of Economics.
- Floro Ernesto Caroleo & Francesco Pastore, 2012.
"Talking about the Pigou paradox: Socio-educational background and educational outcomes of AlmaLaurea,"
International Journal of Manpower,
Emerald Group Publishing, vol. 33(1), pages 27-50, June.
- Caroleo, Floro Ernesto & Pastore, Francesco, 2011. "Talking about the Pigou Paradox: Socio-Educational Background and Educational Outcomes of AlmaLaurea," IZA Discussion Papers 6021, Institute for the Study of Labor (IZA).
- Rubb, S., 2003. "Overeducation in the labor market: a comment and re-analysis of a meta-analysis," Economics of Education Review, Elsevier, vol. 22(6), pages 621-629, December.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Stewart, Mark B, 1982.
"On Least Squares Estimation when the Dependent Variable is Grouped,"
The Warwick Economics Research Paper Series (TWERPS)
207, University of Warwick, Department of Economics.
- Stewart, Mark B, 1983. "On Least Squares Estimation When the Dependent Variable Is Grouped," Review of Economic Studies, Wiley Blackwell, vol. 50(4), pages 737-53, October.
- Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
- repec:ese:iserwp:2006-17 is not listed on IDEAS
- Floro Ernesto Caroleo & Francesco Pastore, 2007. "The Youth Experience Gap: Explaining Differences across EU Countries," Quaderni del Dipartimento di Economia, Finanza e Statistica 41/2007, Università di Perugia, Dipartimento Economia, Finanza e Statistica.
- Verhaest Dieter & Velden Rolf van der, 2010. "Cross-country differences in graduate overeducation and its persistence," Research Memoranda 007, Maastricht : ROA, Research Centre for Education and the Labour Market.
- repec:ebl:ecbull:v:28:y:2003:i:25:p:a25 is not listed on IDEAS
- Emanuela Ghignoni & Alina Verashchagina, 2012. "Educational qualifications mismatch in Europe Is it demand or supply driven?," Working Papers 154, University of Rome La Sapienza, Department of Public Economics.
- Lorenzo Cappellari, 2004. "The Effects Of High School Choices On Academic Performance And Early Labour Market Outcomes," Royal Economic Society Annual Conference 2004 92, Royal Economic Society.
- Richard R. Verdugo & Naomi Turner Verdugo, 1989. "The Impact of Surplus Schooling on Earnings: Some Additional Findings," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 629-643.
- Glenda Quintini, 2011. "Over-Qualified or Under-Skilled: A Review of Existing Literature," OECD Social, Employment and Migration Working Papers 121, OECD Publishing.
- Francesca Sgobbi & Fátima Suleman, 2013. "A Methodological Contribution To Measuring Skill (Mis)Match," Manchester School, University of Manchester, vol. 81(3), pages 420-437, 06.
- 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.
- Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, 07.
- repec:ept:journl:v:xxvi:y:2009:i:229en:p:53-83 is not listed on IDEAS
- Mavromaras, Kostas & McGuinness, Seamus & O?Leary, Nigel & Sloane, Peter & Fok, Yin King, 2009. "Job Mismatches and Labour Market Outcomes," Papers WP314, Economic and Social Research Institute (ESRI).
- Aina, Carmen & Pastore, Francesco, 2012. "Delayed Graduation and Overeducation: A Test of the Human Capital Model versus the Screening Hypothesis," IZA Discussion Papers 6413, Institute for the Study of Labor (IZA).
- Brynin, Malcolm & Longhi, Simonetta, 2009.
"Overqualification: Major or minor mismatch?,"
Economics of Education Review,
Elsevier, vol. 28(1), pages 114-121, February.
- 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.
- 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.
- Halvorsen, Robert & Palmquist, Raymond, 1980. "The Interpretation of Dummy Variables in Semilogarithmic Equations," American Economic Review, American Economic Association, vol. 70(3), pages 474-75, June.
- Giuseppe Croce & Emanuela Ghignoni, 2012. "Demand and Supply of Skilled Labour and Overeducation in Europe: A Country-level Analysis," Comparative Economic Studies, Palgrave Macmillan, vol. 54(2), pages 413-439, June.
- Francesco Pastore & Lia Ambrosio, 2003. "XVIII AIEL Conference," Economics Bulletin, AccessEcon, vol. 28(25), pages A25.
- Giuseppe Lucio Gaeta, 2013. "Was it worth it? An empirical analysis of over-education among Ph.D. recipients in Italy," Working Papers 1302, c.MET-05 - Centro interuniversitario di Economia Applicata alle Politiche per L'industria, lo Sviluppo locale e l'Internazionalizzazione.
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