IDEAS home Printed from https://ideas.repec.org/p/bai/series/series_wp_03-2025.html

The effect of education on earnings dynamics: evidence from Italy

Author

Listed:
  • Teresa Barbieri

    (University of Bari)

  • Vito Peragine

    (University of Bari)

  • Michele Raitano

    (Sapienza University of Rome)

Abstract

We provide a detailed picture of the causal relationship between schooling and earnings dynamics by relying on the Italian case and estimating the effect of education on earnings level, mobility and volatility over the career. To our aim, we exploit the 1962 reform that extended compulsory schooling from 5 to 8 years and adopt a regression discontinuity design. We do not find a statistically significant effect of education's increase on men's earnings, whereas we find that extra schooling increases female earnings. We also find that, for female workers, the increase in compulsory education established by the reform contributed to reduce earnings mobility. Finally, we find a high degree of heterogeneity across regional macro-areas in terms of compliance with the policy and, consequently, in the effect of education on earnings.

Suggested Citation

  • Teresa Barbieri & Vito Peragine & Michele Raitano, 2025. "The effect of education on earnings dynamics: evidence from Italy," SERIES 03-2025, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Oct 2025.
  • Handle: RePEc:bai:series:series_wp_03-2025
    as

    Download full text from publisher

    File URL: http://www.seriesworkingpapers.it/RePEc/bai/series/SERIES_WP_03-2025.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    2. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    3. Manudeep Bhuller & Magne Mogstad & Kjell G.Salvanes, 2011. "Life-cycle bias and the returns to schooling in current and lifetime earnings," Discussion Papers 666, Statistics Norway, Research Department.
    4. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "Why the Apple Doesn't Fall Far: Understanding Intergenerational Transmission of Human Capital," American Economic Review, American Economic Association, vol. 95(1), pages 437-449, March.
    5. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    6. Buscha, Franz & Dickson, Matt, 2015. "The Wage Returns to Education over the Life-Cycle: Heterogeneity and the Role of Experience," IZA Discussion Papers 9596, Institute of Labor Economics (IZA).
    7. Fischer, Martin & Karlsson, Martin & Nilsson, Therese & Schwarz, Nina, 2016. "The Sooner the Better? Compulsory Schooling Reforms in Sweden," IZA Discussion Papers 10430, Institute of Labor Economics (IZA).
    8. Anders Bohlmark & Matthew J. Lindquist, 2006. "Life-Cycle Variations in the Association between Current and Lifetime Income: Replication and Extension for Sweden," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 879-900, October.
    9. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    10. Avendano, Mauricio & de Coulon, Augustin & Nafilyan, Vahé, 2020. "Does longer compulsory schooling affect mental health? Evidence from a British reform," Journal of Public Economics, Elsevier, vol. 183(C).
    11. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    12. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    13. Giorgio Brunello & Guglielmo Weber & Christoph T. Weiss, 2017. "Books are Forever: Early Life Conditions, Education and Lifetime Earnings in Europe," Economic Journal, Royal Economic Society, vol. 127(600), pages 271-296, March.
    14. Aakvik, Arild & Salvanes, Kjell G. & Vaage, Kjell, 2010. "Measuring heterogeneity in the returns to education using an education reform," European Economic Review, Elsevier, vol. 54(4), pages 483-500, May.
    15. Giorgio Brunello & Margherita Fort & Nicole Schneeweis & Rudolf Winter‐Ebmer, 2016. "The Causal Effect of Education on Health: What is the Role of Health Behaviors?," Health Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 314-336, March.
    16. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    17. Daniele Checchi, 2003. "The Italian educational system: family background and social stratification," Departmental Working Papers 2003-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    18. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LLC, vol. 14(4), pages 909-946, December.
    19. Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
    20. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    21. Steven Haider & Gary Solon, 2006. "Life-Cycle Variation in the Association between Current and Lifetime Earnings," American Economic Review, American Economic Association, vol. 96(4), pages 1308-1320, September.
    22. Julien Grenet, 2013. "Is Extending Compulsory Schooling Alone Enough to Raise Earnings? Evidence from French and British Compulsory Schooling Laws," Post-Print halshs-00754526, HAL.
    23. Lance Lochner & Enrico Moretti, 2004. "The Effect of Education on Crime: Evidence from Prison Inmates, Arrests, and Self-Reports," American Economic Review, American Economic Association, vol. 94(1), pages 155-189, March.
    24. repec:hal:pseose:halshs-00754526 is not listed on IDEAS
    25. Oosterbeek, Hessel & Webbink, Dinand, 2007. "Wage effects of an extra year of basic vocational education," Economics of Education Review, Elsevier, vol. 26(4), pages 408-419, August.
    26. Giorgio Brunello & Guglielmo Weber & Christoph T. Weiss, 2017. "Books are Forever: Early Life Conditions, Education and Lifetime Earnings in Europe," Economic Journal, Royal Economic Society, vol. 127(600), pages 271-296, March.
    27. Costas Meghir & Mårten Palme, 2005. "Educational Reform, Ability, and Family Background," American Economic Review, American Economic Association, vol. 95(1), pages 414-424, March.
    28. Mocan, Naci & Pogorelova, Luiza, 2017. "Compulsory schooling laws and formation of beliefs: Education, religion and superstition," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 509-539.
    29. Judith M. Delaney & Paul J. Devereux, 2019. "More Education, Less Volatility? The Effect of Education on Earnings Volatility over the Life Cycle," Journal of Labor Economics, University of Chicago Press, vol. 37(1), pages 101-137.
    30. Paul J. Devereux & Robert A. Hart, 2010. "Forced to be Rich? Returns to Compulsory Schooling in Britain," Economic Journal, Royal Economic Society, vol. 120(549), pages 1345-1364, December.
    31. Abdurrahman Aydemir & Murat G. Kirdar, 2017. "Low Wage Returns to Schooling in a Developing Country: Evidence from a Major Policy Reform in Turkey," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1046-1086, December.
    32. Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
    33. Clark, Damon, 2023. "School quality and the return to schooling in Britain: New evidence from a large-scale compulsory schooling reform," Journal of Public Economics, Elsevier, vol. 223(C).
    34. Melvin Stephens Jr. & Dou-Yan Yang, 2014. "Compulsory Education and the Benefits of Schooling," American Economic Review, American Economic Association, vol. 104(6), pages 1777-1792, June.
    35. Silvia H. Barcellos & Leandro S. Carvalho & Patrick Turley, 2023. "Distributional Effects of Education on Health," Journal of Human Resources, University of Wisconsin Press, vol. 58(4), pages 1273-1306.
    36. Wilbert Van Der Klaauw, 2008. "Regression–Discontinuity Analysis: A Survey of Recent Developments in Economics," LABOUR, CEIS, vol. 22(2), pages 219-245, June.
    37. Buscha, Franz & Dickson, Matt, 2012. "The raising of the school leaving age: Returns in later life," Economics Letters, Elsevier, vol. 117(2), pages 389-393.
    38. Eric Maurin & Sandra McNally, 2008. "Vive la Révolution! Long-Term Educational Returns of 1968 to the Angry Students," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 1-33.
    39. Margherita Fort & Nicole Schneeweis & Rudolf Winter‐Ebmer, 2016. "Is Education Always Reducing Fertility? Evidence from Compulsory Schooling Reforms," Economic Journal, Royal Economic Society, vol. 126(595), pages 1823-1855, September.
    40. Brunello, Giorgio & Miniaci, Raffaele, 1999. "The economic returns to schooling for Italian men. An evaluation based on instrumental variables1," Labour Economics, Elsevier, vol. 6(4), pages 509-519, November.
    41. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
    42. Suhonen, Tuomo & Karhunen, Hannu, 2019. "The intergenerational effects of parental higher education: Evidence from changes in university accessibility," Journal of Public Economics, Elsevier, vol. 176(C), pages 195-217.
    43. Julien Grenet, 2013. "Is Extending Compulsory Schooling Alone Enough to Raise Earnings? Evidence from French and British Compulsory Schooling Laws," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 176-210, January.
    44. Dinand Webbink, 2005. "Causal Effects in Education," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 535-560, September.
    45. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    46. Manudeep Bhuller & Magne Mogstad & Kjell G. Salvanes, 2017. "Life-Cycle Earnings, Education Premiums, and Internal Rates of Return," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 993-1030.
    47. Matias D. Cattaneo & Rocío Titiunik, 2022. "Regression Discontinuity Designs," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 821-851, August.
    48. repec:fth:prinin:455 is not listed on IDEAS
    49. Lucifora, Claudio & Comi, Simona Lorena & Brunello, Giorgio, 2000. "The Returns to Education in Italy: A New Look at the Evidence," IZA Discussion Papers 130, Institute of Labor Economics (IZA).
    50. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    51. de New, Sonja C. & Schurer, Stefanie & Sulzmaier, Dominique, 2021. "Gender differences in the lifecycle benefits of compulsory schooling policies," European Economic Review, Elsevier, vol. 140(C).
    52. Andrew Gelman & Guido Imbens, 2019. "Why High-Order Polynomials Should Not Be Used in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(3), pages 447-456, July.
    53. Ciprian Domnisoru, 2021. "Heterogeneity across Families in the Impact of Compulsory Schooling Laws," Economica, London School of Economics and Political Science, vol. 88(350), pages 399-429, April.
    54. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    Full references (including those not matched with items on IDEAS)

    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. de New, Sonja C. & Schurer, Stefanie & Sulzmaier, Dominique, 2021. "Gender differences in the lifecycle benefits of compulsory schooling policies," European Economic Review, Elsevier, vol. 140(C).
    2. Clark, Gregory & Nielsen, Christian Alexander Abildgaard, 2024. "The Returns to Education: A Meta-study," CEPR Discussion Papers 18769, C.E.P.R. Discussion Papers.
    3. Hofmarcher, Thomas, 2021. "The effect of education on poverty: A European perspective," Economics of Education Review, Elsevier, vol. 83(C).
    4. Assaad, Ragui & Aydemir, Abdurrahman B. & Dayioglu-Tayfur, Meltem & Kirdar, Murat Güray, 2023. "Wage Returns to Human Capital Resulting from an Extra Year of Primary School: Evidence from Egypt," IZA Discussion Papers 16037, Institute of Labor Economics (IZA).
    5. Meyer, Andrew G., 2017. "The impact of education on political ideology: Evidence from European compulsory education reforms," Economics of Education Review, Elsevier, vol. 56(C), pages 9-23.
    6. Daniel A. Kamhöfer & Hendrik Schmitz, 2013. "Analyzing Zero Returns to Education in Germany – Heterogeneous Eff ects and Skill Formation," Ruhr Economic Papers 0446, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    7. Stanislav Avdeev, 2020. "Zero Returns To Higher Education: Evidence From A Natural Experiment," HSE Working papers WP BRP 236/EC/2020, National Research University Higher School of Economics.
    8. Fischer, Martin & Karlsson, Martin & Nilsson, Therese & Schwarz, Nina, 2016. "The Sooner the Better? Compulsory Schooling Reforms in Sweden," IZA Discussion Papers 10430, Institute of Labor Economics (IZA).
    9. repec:ehl:wpaper:115400 is not listed on IDEAS
    10. Cygan-Rehm, Kamila, 2018. "Is additional schooling worthless? Revising the zero returns to compulsory schooling in Germany," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181528, Verein für Socialpolitik / German Economic Association.
    11. Kamhöfer, Daniel & Schmitz, Hendrik, 2013. "Analyzing Zero Returns to Education in Germany: Heterogeneous Effects and Skill Formation," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79910, Verein für Socialpolitik / German Economic Association.
    12. Ciprian Domnisoru, 2021. "Heterogeneity across Families in the Impact of Compulsory Schooling Laws," Economica, London School of Economics and Political Science, vol. 88(350), pages 399-429, April.
    13. Buscha, Franz & Dickson, Matt, 2015. "The Wage Returns to Education over the Life-Cycle: Heterogeneity and the Role of Experience," IZA Discussion Papers 9596, Institute of Labor Economics (IZA).
    14. Martin Fischer & Martin Karlsson & Therese Nilsson & Nina Schwarz, 2020. "The Long-Term Effects of Long Terms – Compulsory Schooling Reforms in Sweden," Journal of the European Economic Association, European Economic Association, vol. 18(6), pages 2776-2823.
    15. Jacek Liwiński, 2020. "The Impact of Compulsory Schooling on Hourly Wage: Evidence From the 1999 Education Reform in Poland," Evaluation Review, , vol. 44(5-6), pages 437-470, October.
    16. Abdurrahman Aydemir & Murat G. Kirdar, 2017. "Low Wage Returns to Schooling in a Developing Country: Evidence from a Major Policy Reform in Turkey," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1046-1086, December.
    17. Dolton, Peter & Sandi, Matteo, 2017. "Returning to returns: Revisiting the British education evidence," Labour Economics, Elsevier, vol. 48(C), pages 87-104.
    18. Seeun Jung, 2014. "Does Education Affect Risk Aversion?: Evidence from the 1973 British Education Reform," PSE Working Papers halshs-00967229, HAL.
    19. Tony Beatton & Michael P. Kidd & Matteo Sandi, 2020. "School indiscipline and crime," CEP Discussion Papers dp1727, Centre for Economic Performance, LSE.
    20. Daniel Gray & Alberto Montagnoli & Mirko Moro, 2017. "Does education improve financial outcomes? Quasi-experimental evidence from Britain," Working Papers 2017010, The University of Sheffield, Department of Economics.
    21. Liwiński, Jacek, 2018. "The Impact of Compulsory Schooling on Earnings. Evidence from the 1999 Education Reform in Poland," GLO Discussion Paper Series 253, Global Labor Organization (GLO).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

    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:bai:series:series_wp_03-2025. 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: Annalisa Vinella (email available below). General contact details of provider: https://edirc.repec.org/data/debarit.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.