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A Numerical Simulation of Educational Mismatch in the Italian Labor Market

Author

Listed:
  • Roberto Roson

    (Department of Economics, University Of Venice CÃ Foscari)

  • Emanuela Ghignoni

    (University of Rome 'Sapienza')

Abstract

This paper presents a data set, associating education levels to occupations, and a methodology, which allow estimating how the distribution of the two variables could change, after some exogenous shock affecting the labor market. We assess some implications of the empirical finding that, in response to a weaker demand for labor, sufficiently educated workers would reallocate themselves into lower-ranked occupations, rather than getting unemployed. The exercise is conducted with Italian data, where 37 occupations and 10 education levels are considered. A counterfactual distribution is estimated, using a computable general equilibrium model to simulate the impact on the labor market of a trade disruption crisis with Russia.

Suggested Citation

  • Roberto Roson & Emanuela Ghignoni, 2023. "A Numerical Simulation of Educational Mismatch in the Italian Labor Market," Working Papers 2023: 15, Department of Economics, University of Venice "Ca' Foscari".
  • Handle: RePEc:ven:wpaper:2023:15
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    References listed on IDEAS

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    1. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    2. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    3. Caroleo, Floro Ernesto & Pastore, Francesco, 2015. "Overeducation: A Disease of the School-to-Work Transition System," IZA Discussion Papers 9049, Institute of Labor Economics (IZA).
    4. Albanesi, Stefania & Da Silva, António Dias & Jimeno, Juan F. & Lamo, Ana & Wabitsch, Alena, 2023. "New technologies and jobs in Europe," Working Paper Series 2831, European Central Bank.
    5. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    6. Giorgio Di Pietro & Andrea Cutillo, 2006. "University Quality and Labour Market Outcomes in Italy," LABOUR, CEIS, vol. 20(1), pages 37-62, March.
    7. David N.F. Bell & David G. Blanchflower, 2018. "The Lack of Wage Growth and the Falling NAIRU," National Institute Economic Review, National Institute of Economic and Social Research, vol. 245(1), pages 40-55, August.
    8. Peter Gottschalk & Michael Hansen, 2003. "Is the Proportion of College Workers in Noncollege Jobs Increasing?," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 409-448, April.
    9. Leuven, Edwin & Oosterbeek, Hessel, 2011. "Overeducation and Mismatch in the Labor Market," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 283-326, Elsevier.
    10. 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.
    11. Sherman Robinson & Andrea Cattaneo & Moataz El-Said, 2001. "Updating and Estimating a Social Accounting Matrix Using Cross Entropy Methods," Economic Systems Research, Taylor & Francis Journals, vol. 13(1), pages 47-64.
    12. Stijn Baert & Dieter Verhaest, 2019. "Unemployment or Overeducation: Which is a Worse Signal to Employers?," De Economist, Springer, vol. 167(1), pages 1-21, March.
    13. David Card & Francis Kramarz & Thomas Lemieux, 1999. "Changes in the Relative Structure of Wages and Employment: A Comparison of the United States, Canada, and France," Canadian Journal of Economics, Canadian Economics Association, vol. 32(4), pages 843-877, August.
    14. Bell, David N.F. & Blanchflower, David G., 2020. "Us And Uk Labour Markets Before And During The Covid-19 Crash," National Institute Economic Review, National Institute of Economic and Social Research, vol. 252, pages 52-69, May.
    15. Golan, Amos & Judge, George & Robinson, Sherman, 1994. "Recovering Information from Incomplete or Partial Multisectoral Economic Data," The Review of Economics and Statistics, MIT Press, vol. 76(3), pages 541-549, August.
    16. Buchel, Felix & van Ham, Maarten, 2003. "Overeducation, regional labor markets, and spatial flexibility," Journal of Urban Economics, Elsevier, vol. 53(3), pages 482-493, May.
    17. David N.F. Bell & David G. Blanchflower, 2013. "Underemployment in the UK Revisited," National Institute Economic Review, National Institute of Economic and Social Research, vol. 224(1), pages 8-22, May.
    18. Glenda Quintini, 2011. "Right for the Job: Over-Qualified or Under-Skilled?," OECD Social, Employment and Migration Working Papers 120, OECD Publishing.
    19. Murphy, Kevin M & Topel, Robert H, 1997. "Unemployment and Nonemployment," American Economic Review, American Economic Association, vol. 87(2), pages 295-300, May.
    20. 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.
    21. Erwin Corong & Thomas Hertel & Robert McDougall & Marinos Tsigas & Dominique van der Mensbrugghe, 2017. "The Standard GTAP Model, version 7," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 2(1), pages 1-119, June.
    22. Roberto Roson, 2022. "Underemployment in a Computable General Equilibrium Model," Working Papers 2022:17, Department of Economics, University of Venice "Ca' Foscari".
    23. Angel Aguiar & Maksym Chepeliev & Erwin L. Corong & Robert McDougall & Dominique van der Mensbrugghe, 2019. "The GTAP Data Base: Version 10," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 4(1), pages 1-27, June.
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    More about this item

    Keywords

    Skill Mismatch; Education; Overeducation; Unemployment; Labor Market; Computable General Equilibrium Models;
    All these keywords.

    JEL classification:

    • A20 - General Economics and Teaching - - Economic Education and Teaching of Economics - - - General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • F16 - International Economics - - Trade - - - Trade and Labor Market Interactions
    • I20 - Health, Education, and Welfare - - Education - - - General
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • J82 - Labor and Demographic Economics - - Labor Standards - - - Labor Force Composition

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