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Modelling the distribution of returns on higher education: A microsimulation approach

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  • Courtioux, Pierre
  • Gregoir, Stéphane
  • Houeto, Dede

Abstract

Cost-sharing policies for higher education have been implemented in several countries in various ways. We argue that to assess their appropriateness and facilitate their implementation it is necessary to develop statistical indicators of the distribution of returns. When starting a higher education programme, the return on a particular degree is uncertain, and risk-adverse students or those from low-income families may be reluctant to enrol if this means taking out a loan. These statistical indicators would therefore be natural inputs of cost-sharing policies intended to preserve the individual economic incentives to go to university and simultaneously provide an insurance role. We present a dynamic microsimulation model of individual lifetime educational output in the French labour market which uses econometric modelling of individual wages, labour market transitions, social security contributions and benefits. It relies largely on labour force survey data and mortality tables. In the standard internal rate of return framework, the model is used to compute the distribution of returns to higher education, for a given generation. The results show that the percentage of negative returns is close to 3.5%.

Suggested Citation

  • Courtioux, Pierre & Gregoir, Stéphane & Houeto, Dede, 2014. "Modelling the distribution of returns on higher education: A microsimulation approach," Economic Modelling, Elsevier, vol. 38(C), pages 328-340.
  • Handle: RePEc:eee:ecmode:v:38:y:2014:i:c:p:328-340
    DOI: 10.1016/j.econmod.2014.01.010
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    as
    1. Fatih Guvenen, 2009. "An Empirical Investigation of Labor Income Processes," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(1), pages 58-79, January.
    2. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    3. 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.
    4. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    5. Mabugu, Ramos & Chitiga, Margaret, 2009. "Is increased agricultural protection beneficial for South Africa?," Economic Modelling, Elsevier, vol. 26(1), pages 256-265, January.
    6. Pierre Courtioux, 2012. "How income contingent loans could affect the returns to higher education: a microsimulation of the French case," Education Economics, Taylor & Francis Journals, vol. 20(4), pages 402-429, November.
    7. Creedy, John & Gemmell, Norman, 2009. "Corporation tax revenue growth in the UK: A microsimulation analysis," Economic Modelling, Elsevier, vol. 26(3), pages 614-625, May.
    8. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    9. Moshe Buchinsky & Phillip Leslie, 2010. "Educational Attainment and the Changing U.S. Wage Structure: Dynamic Implications on Young Individuals' Choices," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 541-594, July.
    10. David Flacher & Hugo Harari-Kermadec, 2013. "Tuition fees, self-esteem and social heterogeneity," Education Economics, Taylor & Francis Journals, vol. 21(2), pages 191-210, March.
    11. Magnani, Riccardo & Mercenier, Jean, 2009. "On linking microsimulation and computable general equilibrium models using exact aggregation of heterogeneous discrete-choice making agents," Economic Modelling, Elsevier, vol. 26(3), pages 560-570, May.
    12. Nelissen, Jan H. M., 1998. "Annual versus lifetime income redistribution by social security," Journal of Public Economics, Elsevier, vol. 68(2), pages 223-249, May.
    13. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, June.
    14. David M. Cutler & Adriana Lleras-Muney, 2006. "Education and Health: Evaluating Theories and Evidence," NBER Working Papers 12352, National Bureau of Economic Research, Inc.
    15. van Sonsbeek, Jan-Maarten, 2010. "Micro simulations on the effects of ageing-related policy measures," Economic Modelling, Elsevier, vol. 27(5), pages 968-979, September.
    16. Chapman, Bruce, 2006. "Income Contingent Loans for Higher Education: International Reforms," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 25, pages 1435-1503, Elsevier.
    17. Arntz, Melanie & Boeters, Stefan & Gürtzgen, Nicole & Schubert, Stefanie, 2008. "Analysing welfare reform in a microsimulation-AGE model: The value of disaggregation," Economic Modelling, Elsevier, vol. 25(3), pages 422-439, May.
    18. repec:dau:papers:123456789/10510 is not listed on IDEAS
    19. van Sonsbeek, Jan-Maarten & Alblas, Ridwan, 2012. "Disability benefit microsimulation models in the Netherlands," Economic Modelling, Elsevier, vol. 29(3), pages 700-715.
    20. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    21. Jinjing Li & Cathal O'Donoghue, 2013. "A survey of dynamic microsimulation models: uses, model structure and methodology," International Journal of Microsimulation, International Microsimulation Association, vol. 6(2), pages 3-55.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

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    3. Friedhelm Pfeiffer & Holger Stichnoth, 2021. "Fiscal and individual rates of return to university education with and without graduation," Applied Economics Letters, Taylor & Francis Journals, vol. 28(16), pages 1432-1435, September.
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    6. Francisco José Collado Muñoz & Elena del Rey Canteli & Natalia Utrero González, 2017. "Estimating taxpayer subsidies and individual repayment burdens of a student loan program in Spain," Hacienda Pública Española / Review of Public Economics, IEF, vol. 220(1), pages 89-106, March.
    7. Sadaba, Barbara & Vujić, Sunčica & Maier, Sofia, 2024. "Characterizing the schooling cycle," Economic Modelling, Elsevier, vol. 132(C).
    8. Levin, Mark (Левин, Марк) & Matrosova, Ksenia (Матросова, Ксения), 2018. "Development and Research of Economic Behavior of Households in Changing Conditions [Разработка И Исследование Экономического Поведения Домохозяйств В Изменяющихся Условиях]," Working Papers 041825, Russian Presidential Academy of National Economy and Public Administration.
    9. Kidd, Michael P. & O'Leary, Nigel & Sloane, Peter, 2017. "The impact of mobility on early career earnings: A quantile regression approach for UK graduates," Economic Modelling, Elsevier, vol. 62(C), pages 90-102.

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    More about this item

    Keywords

    Return to education; Higher education; Dynamic microsimulation;
    All these keywords.

    JEL classification:

    • C6 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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