IDEAS home Printed from https://ideas.repec.org/p/jrs/wpaper/201814.html
   My bibliography  Save this paper

Does on-the-job training help graduates find a job? Evidence from an Italian region

Author

Abstract

This paper provides an evaluation of a training programme for graduates entitled "Work Experience for Graduates" (WELL - Work Experience Laureati and Laureate) that was recently implemented in Italy. The aim of the programme was to increase the career prospects of unemployed graduates in the region of Umbria. It consisted of two measures: (i) on-the-job training for unemployed graduates, and (ii) wage subsidies to firms and organisations for hiring the trainees at the end of the programme. We rely on administrative data and match- ing methods to evaluate the effectiveness of the intervention in terms of the employability of participants. Results indicate that WELL participants are more likely to be employed and to sign an apprenticeship contract within the region. We also find substantial gender differences in employability and the type of contract obtained, with men having a higher probability of finding a job (permanent contract or apprenticeship). We show that this may be explained by different choices in terms of field of study, with males being more prone to enrolling in scientific areas and females in the humanities.

Suggested Citation

  • Ghirelli, Corinna & Havari, Enkelejda & Santangelo, Giulia & Scettri, Marta, 2018. "Does on-the-job training help graduates find a job? Evidence from an Italian region," Working Papers 2018-14, Joint Research Centre, European Commission.
  • Handle: RePEc:jrs:wpaper:201814
    as

    Download full text from publisher

    File URL: http://publications.jrc.ec.europa.eu/repository/bitstream/JRC114431/kjae18014enn_1.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Samo Pavlin & Ivan Svetlik, 2014. "Employability of higher education graduates in Europe," International Journal of Manpower, Emerald Group Publishing Limited, vol. 35(4), pages 418-424, July.
    2. Andrea Albanese & Lorenzo Cappellari & Marco Leonardi, 2021. "The effects of youth labour market reforms: evidence from Italian apprenticeships," Oxford Economic Papers, Oxford University Press, vol. 73(1), pages 98-121.
    3. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    4. Marco Caliendo & Reinhard Hujer, 2006. "The microeconometric estimation of treatment effects—An overview," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 90(1), pages 199-215, March.
    5. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    6. Bart Cockx & Eva Van Belle, 2019. "Waiting longer before claiming, and activating youth: no point?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 40(4), pages 658-687, January.
    7. Michael Lechner & Blaise Melly, 2007. "Earnings Effects of Training Programs," University of St. Gallen Department of Economics working paper series 2007 2007-28, Department of Economics, University of St. Gallen.
    8. Francesco Pastore, 2015. "The Youth Experience Gap," SpringerBriefs in Economics, Springer, edition 127, number 978-3-319-10196-5, October.
    9. Schwerdt, Guido & Messer, Dolores & Woessmann, Ludger & Wolter, Stefan C., 2011. "Effects of Adult Education Vouchers on the Labor Market: Evidence from a Randomized Field Experiment," IZA Discussion Papers 5431, Institute of Labor Economics (IZA).
    10. Pastore, Francesco, 2017. "Why so slow? The School-to-Work Transition in Italy," GLO Discussion Paper Series 65, Global Labor Organization (GLO).
    11. Marco Caliendo & Ricarda Schmidl, 2016. "Youth unemployment and active labor market policies in Europe," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-30, December.
    12. Matteo Picchio & Stefano Staffolani, 2019. "Does apprenticeship improve job opportunities? A regression discontinuity approach," Empirical Economics, Springer, vol. 56(1), pages 23-60, January.
    13. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    14. Ulf Rinne & Marc Schneider & Arne Uhlendorff, 2011. "Do the skilled and prime-aged unemployed benefit more from training? Effect heterogeneity of public training programmes in Germany," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3465-3494.
    15. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    16. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
    17. Kopf, Eva, 2009. "Short-term training variety for welfare recipients: the effects of different training types," IAB-Discussion Paper 200917, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    18. Brunello, Giorgio & Cappellari, Lorenzo, 2008. "The labour market effects of Alma Mater: Evidence from Italy," Economics of Education Review, Elsevier, vol. 27(5), pages 564-574, October.
    19. David Card & Jochen Kluve & Andrea Weber, 2018. "What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 894-931.
    20. Gabriele Ballarino & Massimiliano Bratti, 2009. "Field of Study and University Graduates' Early Employment Outcomes in Italy during 1995–2004," LABOUR, CEIS, vol. 23(3), pages 421-457, September.
    21. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    22. Görlitz, Katja & Tamm, Marcus, 2016. "The returns to voucher-financed training on wages, employment and job tasks," Economics of Education Review, Elsevier, vol. 52(C), pages 51-62.
    23. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    24. Clorinda Maisto & Francesco Pastore, 2017. "Alternanza scuola-lavoro: un bilancio preliminare a un anno dall'attuazione," Economia & lavoro, Carocci editore, issue 1, pages 133-146.
    25. Arnaud Chéron & Bénédicte Rouland & François-Charles Wolf, 2010. "Returns to firm-provided training in France:Evidence on mobility and wages," TEPP Working Paper 2010-10, TEPP.
    26. Giorgio Di Pietro & Peter Urwin, 2006. "Education and skills mismatch in the Italian graduate labour market," Applied Economics, Taylor & Francis Journals, vol. 38(1), pages 79-93.
    27. Jespersen, Svend T. & Munch, Jakob R. & Skipper, Lars, 2008. "Costs and benefits of Danish active labour market programmes," Labour Economics, Elsevier, vol. 15(5), pages 859-884, October.
    28. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    29. 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 of Labor Economics (IZA).
    30. Hidalgo, Diana & Oosterbeek, Hessel & Webbink, Dinand, 2014. "The impact of training vouchers on low-skilled workers," Labour Economics, Elsevier, vol. 31(C), pages 117-128.
    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. Francesco Pastore & Claudio Quintano & Antonella Rocca, 2020. "Stuck at a crossroads? The duration of the Italian school-to-work transition," International Journal of Manpower, Emerald Group Publishing Limited, vol. 42(3), pages 442-469, September.
    2. Pastore, Francesco & Pompili, Marco, 2019. "Assessing the Impact of Off- and On-The-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program," IZA Discussion Papers 12074, Institute of Labor Economics (IZA).
    3. Pastore, Francesco & Pompili, Marco, 2022. "An impact assessment of ESF training courses for unemployed in the Province of Bolzano," GLO Discussion Paper Series 1042, Global Labor Organization (GLO).
    4. Doruk, Ömer Tuğsal & Pastore, Francesco, 2020. "School to Work Transition and Macroeconomic Conditions in the Turkish Economy," IZA Discussion Papers 13921, Institute of Labor Economics (IZA).
    5. Francesco Pastore & Marco Pompili, 2020. "Assessing the Impact of Off-the-Job and On-the-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program," Evaluation Review, , vol. 44(2-3), pages 145-184, April.
    6. Iva Tomić & Ivan Zilic, 2020. "Working for 200 Euro? The Unintended Effects of Traineeship Reform on Youth Labor Market Outcomes," LABOUR, CEIS, vol. 34(3), pages 347-371, September.
    7. Massimiliano Bratti & Corinna Ghirelli & Enkelejda Havari & Giulia Santangelo, 2022. "Vocational training for unemployed youth in Latvia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 677-717, April.
    8. Iva Tomic & Ivan Zilic, 2018. "Working for 200 euro? The effects of traineeship reform on labor market outcomes in Croatia," Working Papers 1804, The Institute of Economics, Zagreb.

    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. Francesco Pastore & Marco Pompili, 2020. "Assessing the Impact of Off-the-Job and On-the-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program," Evaluation Review, , vol. 44(2-3), pages 145-184, April.
    2. Pastore, Francesco & Pompili, Marco, 2019. "Assessing the Impact of Off- and On-The-Job Training on Employment Outcomes: A Counterfactual Evaluation of the PIPOL Program," IZA Discussion Papers 12074, Institute of Labor Economics (IZA).
    3. Caliendo, Marco & Künn, Steffen, 2011. "Start-up subsidies for the unemployed: Long-term evidence and effect heterogeneity," Journal of Public Economics, Elsevier, vol. 95(3), pages 311-331.
    4. Canzian, Giulia & Meroni, Elena Claudia & Santangelo, Giulia, 2023. "Evaluation of a Flemish Active Labour Market Policy in the framework of the European Social Fund. Results and challenges," Socio-Economic Planning Sciences, Elsevier, vol. 88(C).
    5. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    6. Caliendo, Marco & Mahlstedt, Robert & Mitnik, Oscar A., 2017. "Unobservable, but unimportant? The relevance of usually unobserved variables for the evaluation of labor market policies," Labour Economics, Elsevier, vol. 46(C), pages 14-25.
    7. Agata Maida & Daniela Sonedda, 2019. "Getting out of the starting gate on the right foot: employment effects of investment in human capital," LABORatorio R. Revelli Working Papers Series 164, LABORatorio R. Revelli, Centre for Employment Studies.
    8. Goller, Daniel & Lechner, Michael & Moczall, Andreas & Wolff, Joachim, 2020. "Does the estimation of the propensity score by machine learning improve matching estimation? The case of Germany's programmes for long term unemployed," Labour Economics, Elsevier, vol. 65(C).
    9. Bruno Arpino & Arnstein Aassve, 2013. "Estimating the causal effect of fertility on economic wellbeing: data requirements, identifying assumptions and estimation methods," Empirical Economics, Springer, vol. 44(1), pages 355-385, February.
    10. Madoń, Karol & Magda, Iga & Palczyńska, Marta & Smoter, Mateusz, 2021. "What Works for Whom? Youth Labour Market Policy in Poland," IZA Discussion Papers 14793, Institute of Labor Economics (IZA).
    11. Stephan, Gesine & Pahnke, André, 2008. "The Relative Effectiveness of Selected Active Labour Market Programmes and the Common Support Problem," IZA Discussion Papers 3767, Institute of Labor Economics (IZA).
    12. Fitzenberger, Bernd & Furdas, Marina & Sajons, Christoph, 2016. "End-of-year spending and the long-run employment effects of training programs for the unemployed," Freiburg Discussion Papers on Constitutional Economics 16/08, Walter Eucken Institut e.V..
    13. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
    14. Sørensen, Kenneth Lykke, 2016. "Heterogeneous impacts on earnings from an early effort in labor market programs," Labour Economics, Elsevier, vol. 41(C), pages 266-279.
    15. Bratti, Massimiliano & Ghirelli, Corinna & Havari, Enkelejda & Santangelo, Giulia, 2018. "Vocational Training for Unemployed Youth in Latvia: Evidence from a Regression Discontinuity Design," IZA Discussion Papers 11870, Institute of Labor Economics (IZA).
    16. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    17. Rainer Eppel & Helmut Mahringer, 2021. "Die Effekte einer intensivierten Betreuung geringqualifizierter Jugendlicher mit Mindestsicherungsbezug. Evidenz aus der experimentellen Einführung eines Fallmanagements im Arbeitsmarktservice Wien," WIFO Studies, WIFO, number 67022, April.
    18. Balavac-Orlic, Merima & Posadas, Josefina, 2023. "One (program) for all or all (programs) for one: Evaluation of the employment program opportunity for all of the federation of Bosnia and Herzegovina," Economic Systems, Elsevier, vol. 47(1).
    19. Ulf Rinne & Arne Uhlendorff & Zhong Zhao, 2013. "Vouchers and caseworkers in training programs for the unemployed," Empirical Economics, Springer, vol. 45(3), pages 1089-1127, December.
    20. Massimiliano Bratti & Corinna Ghirelli & Enkelejda Havari & Giulia Santangelo, 2022. "Vocational training for unemployed youth in Latvia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 677-717, April.

    More about this item

    Keywords

    training; graduates; matching; propensity score; policy evaluation; Italy;
    All these keywords.

    JEL classification:

    • I0 - Health, Education, and Welfare - - General
    • J0 - Labor and Demographic Economics - - General
    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • J48 - Labor and Demographic Economics - - Particular Labor Markets - - - Particular Labor Markets; Public 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:jrs:wpaper:201814. 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: Peter Benczur (email available below). General contact details of provider: https://edirc.repec.org/data/eejrcit.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.