IDEAS home Printed from https://ideas.repec.org/a/dug/actaec/y2018i5p141-153.html
   My bibliography  Save this article

The Sensitivity of the Effect of on-the-Job Training on Employment Outcomes in Experimental and Non-Experimental Settings

Author

Listed:
  • Ana Gorenca

    (Aleksandër Moisiu University)

  • Theodhor Kuro

    (Centre for Economic Research and Graduate Education-Economic Institute)

Abstract

This paper examines the effect of on-the-job training on the probability of finding a job. We reevaluate the existing training program using experimental data from the National Employment Service, 2013 and non-experimental data from the Labor Force Survey, 2013. Moreover, we employ the Propensity Score Matching method to estimate the training effect and to check its sensitivity to a different model specification and to different degrees of randomization. The results show that the average training effect on the treated is smaller and the reduction in the selection bias is higher when a different specification is used. Moreover, the effect is also sensitive to different degrees of randomization settings, i.e., the effect is smaller in a non-experimental setting compared to the quasiexperimental setting. Hence, we conclude that the average training effect on the treated decreases if we increase the randomization of the treated group.

Suggested Citation

  • Ana Gorenca & Theodhor Kuro, 2018. "The Sensitivity of the Effect of on-the-Job Training on Employment Outcomes in Experimental and Non-Experimental Settings," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 14(5), pages 141-153, OCTOBER.
    • Handle: RePEc:dug:actaec:y:2018:i:5:p:141-153
    as

    Download full text from publisher

    File URL: http://journals.univ-danubius.ro/index.php/oeconomica/article/view/5054/4587
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dale T. Mortensen, 1977. "Unemployment Insurance and Job Search Decisions," ILR Review, Cornell University, ILR School, vol. 30(4), pages 505-517, July.
    2. Kyyrä, Tomi & Parrotta, Pierpaolo & Rosholm, Michael, 2013. "The effect of receiving supplementary UI benefits on unemployment duration," Labour Economics, Elsevier, vol. 21(C), pages 122-133.
    3. Michiel van Leuvensteijn & Pierre Koning, 2000. "Duration dependence in unemployment insurance and social assistance; consequences of profiling for the unemployed," CPB Research Memorandum 163, CPB Netherlands Bureau for Economic Policy Analysis.
    4. repec:eee:labchp:v:2:y:1986:i:c:p:849-919 is not listed on IDEAS
    5. William Collier, 2003. "The Impact of Demographic and Individual Heterogeneity on Unemployment Duration: A Regional Study," Studies in Economics 0302, School of Economics, University of Kent.
    6. 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.
    7. Bruno Crépon & Marc Ferracci & Denis Fougere, 2012. "Training the Unemployed in France: How Does it Affect Unemployment Duration and Recurrence?," Annals of Economics and Statistics, GENES, issue 107-108, pages 175-199.
    8. Hämäläinen, Kari & Uusitalo, Roope & Vuori, Jukka, 2008. "Varying biases in matching estimates: Evidence from two randomised job search training experiments," Labour Economics, Elsevier, vol. 15(4), pages 604-618, August.
    9. Torp, Hege, 1994. " The Impact of Training on Employment: Assessing a Norwegian Labour Market Programme," Scandinavian Journal of Economics, Wiley Blackwell, vol. 96(4), pages 531-550.
    10. Michiel van Leuvensteijn & Pierre Koning, 2000. "Duration dependence in unemployment insurance and social assistance; consequences of profiling for the unemployed," CPB Research Memorandum 163.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    11. Richardson, Katarina & van den Berg, Gerard J., 2002. "The effect of vocational employment training on the individual transition rate from unemployment to work," Working Paper Series 2002:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    12. Seamus McGuinness & Philip J. O'Connell & Elish Kelly, 2014. "The Impact of Training Programme Type and Duration on the Employment Chances of the Unemployed in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 45(3), pages 425-450.
    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. Gerards, Ruud & Welters, Ricardo, 2016. "Impact of financial pressure on unemployed job search, job find success and job quality," ROA Research Memorandum 008, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    2. Müller, Kai-Uwe & Steiner, Viktor, 2008. "Imposed Benefit Sanctions and the Unemployment-to-Employment Transition: The German Experience," IZA Discussion Papers 3483, Institute of Labor Economics (IZA).
    3. Whelan, Adele & McGuinness, Seamus & Barrett, Alan, 2021. "Review of International Approaches to Evaluating Rural and Community Development Investment and Supports," Research Series, Economic and Social Research Institute (ESRI), number RS124, June.
    4. Isabelle Benoteau, 2015. "Quels effets du recrutement en contrat aidé sur la trajectoire professionnelle ? Une évaluation à partir du Panel 2008," Économie et Statistique, Programme National Persée, vol. 477(1), pages 85-129.
    5. Stefan Denzler & Jens Ruhose & Stefan C. Wolter, 2022. ""The Double Dividend of Training" - Labor Market Effects of Work-Related Continuous Education in Switzerland," CESifo Working Paper Series 10009, CESifo.
    6. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
    7. Kai-Uwe Müller & Viktor Steiner, 2008. "Imposed Benefit Sanctions and the Unemployment-to-Employment Transition: The German Experience," Discussion Papers of DIW Berlin 792, DIW Berlin, German Institute for Economic Research.
    8. Kyyrä, Tomi & Pesola, Hanna & Rissanen, Aarne, 2017. "Unemployment Insurance in Finland: A Review of Recent Changes and Empirical Evidence on Behavioral Responses," Research Reports 184, VATT Institute for Economic Research.
    9. Fackler, Daniel & Stegmaier, Jens & Weigt, Eva, 2019. "Does extended unemployment benefit duration ameliorate the negative employment effects of job loss?," Labour Economics, Elsevier, vol. 59(C), pages 123-138.
    10. Seow Eng Ong & Davin Wang & Calvin Chua, 2023. "Disruptive Innovation and Real Estate Agency: The Disruptee Strikes Back," The Journal of Real Estate Finance and Economics, Springer, vol. 67(2), pages 287-317, August.
    11. Biljana Jovanovic, 2020. "Export and firms' performance in North Macedonia: self selection or learning by doing?," Working Papers 2020-01, National Bank of the Republic of North Macedonia.
    12. Raymundo M. Campos-Vázquez, 2013. "Efectos de los ingresos no reportados en el nivel y tendencia de la pobreza laboral en México," Ensayos Revista de Economia, Universidad Autonoma de Nuevo Leon, Facultad de Economia, vol. 0(2), pages 23-54, November.
    13. Andrea Pufahl & Christoph R. Weiss, 2009. "Evaluating the effects of farm programmes: results from propensity score matching," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 36(1), pages 79-101, March.
    14. Paolo Naticchioni & Silvia Loriga, 2011. "Short and Long Term Evaluations of Public Employment Services in Italy," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 57(3), pages 201-229.
    15. Graziella Bertocchi & Marianna Brunetti & Anzelika Zaiceva, 2023. "The Financial Decisions of Immigrant and Native Households: Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(1), pages 117-174, March.
    16. Jean-Louis Combes & Alexandru Minea & Pegdéwendé Nestor Sawadogo, 2019. "Assessing the effects of combating illicit financial flows on domestic tax revenue mobilization in developing countries," CERDI Working papers halshs-02019073, HAL.
    17. David Card & Dean R. Hyslop, 2006. "The Dynamic Effects of an Earnings Subsidy for Long-Term Welfare Recipients: Evidence from the SSP Applicant Experiment," NBER Working Papers 12774, National Bureau of Economic Research, Inc.
    18. Morgane Innocent & Agnès François-Lecompte & Nolwenn Roudaut, 2020. "Comparison of human versus technological support to reduce domestic electricity consumption in France," Post-Print hal-02450849, HAL.
    19. Jörg Prokop & Dandan Wang, 2022. "Is there a gender gap in equity-based crowdfunding?," Small Business Economics, Springer, vol. 59(3), pages 1219-1244, October.
    20. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.

    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:dug:actaec:y:2018:i:5:p:141-153. 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: Daniela Robu (email available below). General contact details of provider: https://edirc.repec.org/data/fedanro.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.