IDEAS home Printed from https://ideas.repec.org/p/bdr/borrec/1048.html
   My bibliography  Save this paper

The Returns from Training in Colombia: Evidence from a Longitudinal Survey

Author

Listed:

Abstract

In this paper we explore the wage returns from training in Colombia, using data from the “The Social Longitudinal Survey” between 2009 and 2010. Using the longitudinal component of the data, we control for time invariant individuals’ unobserved heterogeneity and, following Wooldridge (1995), we correct for sample selection in panel data. Our results suggest that there is a positive return from training. The magnitude of the estimates suggests an increase in wages between 7% and 9%. We find that OLS overestimate the effects of receiving training. This suggests that individuals who receive training are the ones with high unobserved skills. We also find that trainees increase their probability of being continuously employed, suggesting an improvement in individuals’ working conditions. **** RESUMEN: Este documento explora los retornos de la capacitación para el trabajo en Colombia usando los datos de la Encuesta Longitudinal de Fedesarrollo entre 2009 y 2010. Los datos panel nos permite controlar por la heterogeneidad no observada de los individuos, que no cambia en el tiempo. Para controlar por el sesgo de selección, utilizamos la metodología de corrección propuesta en Wooldridge (1995). Los resultados sugieren que los retornos a la capacitación para el trabajo son positivos y significativos, entre el 7% y 9%. Adicionalmente, los resultados indican que la mayor capacitación incrementa la probabilidad de continuar empleado, sugiriendo una mejora en las condiciones laborales de los individuos.

Suggested Citation

  • Luz Adriana Florez & Lina Cardona-Sosa & Leonardo Fabio Morales & Julian Londoño, 2018. "The Returns from Training in Colombia: Evidence from a Longitudinal Survey," Borradores de Economia 1048, Banco de la Republica de Colombia.
  • Handle: RePEc:bdr:borrec:1048
    DOI: 10.32468/be.1048
    as

    Download full text from publisher

    File URL: https://doi.org/10.32468/be.1048
    Download Restriction: no

    File URL: https://libkey.io/10.32468/be.1048?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Orazio Attanasio & Arlen Guarín & Carlos Medina & Costas Meghir, 2015. "Long Term Impacts of Vouchers for Vocational Training: Experimental Evidence for Colombia," Borradores de Economia 13326, Banco de la Republica.
    2. Didier Fouarge & Trudie Schils & Andries de Grip, 2013. "Why do low-educated workers invest less in further training?," Applied Economics, Taylor & Francis Journals, vol. 45(18), pages 2587-2601, June.
    3. Alfredo Sarmiento & Jorge Iván González & Lucía Mina & Darwin Marcelo, 2009. "Evaluación del impacto del SENA en el capital social de los egresados," Coyuntura Económica, Fedesarrollo, December.
    4. Booth, Alison L, 1991. "Job-Related Formal Training: Who Receives It and What Is It Worth?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(3), pages 281-294, August.
    5. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "The Structure of Wages and Investment in General Training," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 539-572, June.
    6. Bassanini, Andrea & Brunello, Giorgio, 2008. "Is training more frequent when the wage premium is smaller? Evidence from the European Community Household Panel," Labour Economics, Elsevier, vol. 15(2), pages 272-290, April.
    7. Jörn-Steffen Pischke, 2001. "Continuous training in Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 14(3), pages 523-548.
    8. Benoit Dostie, 2013. "Estimating the Returns to Firm-Sponsored On-the-Job and Classroom Training," Journal of Human Capital, University of Chicago Press, vol. 7(2), pages 161-189.
    9. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 79-119.
    10. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    11. Josef Fersterer & Jörn‐Steffen Pischke & Rudolf Winter‐Ebmer, 2008. "Returns to Apprenticeship Training in Austria: Evidence from Failed Firms," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 733-753, December.
    12. Harley Frazis & Mark A. Loewenstein, 2005. "Reexamining the Returns to Training: Functional Form, Magnitude, and Interpretation," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    13. Riphahn, Regina T. & Zibrowius, Michael, 2015. "Apprenticeship, Vocational Training and Early Labor Market Outcomes in East and West Germany," IZA Discussion Papers 8901, Institute of Labor Economics (IZA).
    14. Wiji Narendranathan Arulampalam & Alison L. Booth, 2001. "Learning and Earning: Do Multiple Training Events Pay? A Decade of Evidence from a Cohort of Young British Men," Economica, London School of Economics and Political Science, vol. 68(271), pages 379-400, August.
    15. repec:taf:applec:45:y:2013:i:18:p:2587-2601 is not listed on IDEAS
    16. Carlos Medina & Jairo Núñez, 2005. "The Impact of Public and Private Job Training in Colombia," Research Department Publications 3177, Inter-American Development Bank, Research Department.
    17. Brunello, Giorgio & Comi, Simona Lorena & Sonedda, Daniela, 2012. "Training subsidies and the wage returns to continuing vocational training," Labour Economics, Elsevier, vol. 19(3), pages 361-372.
    18. Andrew Jenkins & Anna Vignoles & Alison Wolf & Fernando Galindo-Rueda, 2003. "The determinants and labour market effects of lifelong learning," Applied Economics, Taylor & Francis Journals, vol. 35(16), pages 1711-1721.
    19. Futoshi Yamauchi & Nipon Poapongsakorn & Nipa Srianant, 2009. "Technical Change and the Returns and Investments in Firm-level Training: Evidence from Thailand," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1633-1650.
    20. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    21. Acemoglu, Daron & Pischke, Jorn-Steffen, 1999. "Beyond Becker: Training in Imperfect Labour Markets," Economic Journal, Royal Economic Society, vol. 109(453), pages 112-142, February.
    22. Salas-Velasco, Manuel, 2009. "Beyond lectures and tutorials: Formal on-the-job training received by young European university graduates," Research in Economics, Elsevier, vol. 63(3), pages 200-211, September.
    23. Orazio Attanasio & Adriana Kugler & Costas Meghir, 2011. "Subsidizing Vocational Training for Disadvantaged Youth in Colombia: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 188-220, July.
    24. Wiji Arulampalam & Alison L. Booth, 1998. "Training and Labour Market Flexibility: Is There a Trade-off?," British Journal of Industrial Relations, London School of Economics, vol. 36(4), pages 521-536, December.
    25. Jacob Mincer, 1975. "Education, Experience, and the Distribution of Earnings and Employment: An Overview," NBER Chapters, in: Education, Income, and Human Behavior, pages 71-94, National Bureau of Economic Research, Inc.
    26. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    27. Cecilia ALBERT & Carlos GARCÍA-SERRANO & Virginia HERNANZ, 2010. "On-the-job training in Europe: Determinants and wage returns," International Labour Review, International Labour Organization, vol. 149(3), pages 315-341, September.
    28. Eric Bettinger & Michael Kremer & Juan E. Saavedra, 2010. "Are Educational Vouchers Only Redistributive?," Economic Journal, Royal Economic Society, vol. 120(546), pages 204-228, August.
    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. Filipe Almeida-Santos & Karen Mumford, 2006. "Employee Training, Wage Dispersion and Equality in Britain," Discussion Papers 06/14, Department of Economics, University of York.
    2. Dan A. Black & Lars Skipper & Jeffrey A. Smith & Jeffrey Andrew Smith, 2023. "Firm Training," CESifo Working Paper Series 10268, CESifo.
    3. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
    4. Jozef Konings & Stijn Vanormelingen, 2015. "The Impact of Training on Productivity and Wages: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 485-497, May.
    5. Grit Muehler & Michael Beckmann & Bernd Schauenberg, 2007. "The returns to continuous training in Germany: new evidence from propensity score matching estimators," Review of Managerial Science, Springer, vol. 1(3), pages 209-235, November.
    6. Sauermann, Jan & Stenberg, Anders, 2020. "Assessing Selection Bias in Non-Experimental Estimates of the Returns to Workplace Training," IZA Discussion Papers 13789, Institute of Labor Economics (IZA).
    7. Cecilia ALBERT & Carlos GARCÍA-SERRANO & Virginia HERNANZ, 2010. "On-the-job training in Europe: Determinants and wage returns," International Labour Review, International Labour Organization, vol. 149(3), pages 315-341, September.
    8. Julia Lang, 2012. "The Aims of Lifelong Learning: Age-Related Effects of Training on Wages and Job Security," SOEPpapers on Multidisciplinary Panel Data Research 478, DIW Berlin, The German Socio-Economic Panel (SOEP).
    9. Lang, Julia, 2012. "The aims of lifelong learning: Age-related effects of training on wages and job security," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62073, Verein für Socialpolitik / German Economic Association.
    10. Ardiana N. Gashi & Geoff Pugh & Nick Adnett, 2008. "Technological change and employer-provided training: Evidence from German establishments," Economics of Education Working Paper Series 0026, University of Zurich, Department of Business Administration (IBW).
    11. Hans Dietrich & Harald Pfeifer & Felix Wenzelmann, 2016. "The more they spend, the more I earn? Firms' training investments and post-training wages of apprentices," Economics of Education Working Paper Series 0116, University of Zurich, Department of Business Administration (IBW).
    12. Jorge Calero & Josep-Oriol Escardíbul, 2014. "Barriers to non-formal professional training in Spain in periods of economic growth and crisis. An analysis with special attention to the effect of the previous human capital of workers," Working Papers 2014/12, Institut d'Economia de Barcelona (IEB).
    13. Picchio, Matteo & van Ours, Jan C., 2011. "Market imperfections and firm-sponsored training," Labour Economics, Elsevier, vol. 18(5), pages 712-722, October.
    14. Santiago Caicedo & Miguel Espinosa & Arthur Seibold, 2022. "Unwilling to Train?—Firm Responses to the Colombian Apprenticeship Regulation," Econometrica, Econometric Society, vol. 90(2), pages 507-550, March.
    15. Pfeifer, Christian, 2013. "Intra-firm Wage Compression and Cost Coverage of Training: Evidence from Linked Employer-Employee Data," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 80030, Verein für Socialpolitik / German Economic Association.
    16. Michael Gerfin & Robert E. Leu & Reto Nyffeler, 2003. "Berufliche Weiterbildung in der Schweiz," Diskussionsschriften dp0318, Universitaet Bern, Departement Volkswirtschaft.
    17. G. Guidetti & G. Pedrini, 2015. "Systemic flexibility and human capital development: the relationship between non-standard employment and workplace training," Working Papers wp1019, Dipartimento Scienze Economiche, Universita' di Bologna.
    18. Rita Asplund, 2005. "The Provision and Effects of Company Training: A Brief Review of the Literature," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 47-73.
    19. Carla Haelermans & Lex Borghans, 2012. "Wage Effects of On-the-Job Training: A Meta-Analysis," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 502-528, September.
    20. Booth, Alison L & Francesconi, Marco & Zoega, Gylfi, 1999. "Training, Rent-Sharing and Unions," CEPR Discussion Papers 2200, C.E.P.R. Discussion Papers.

    More about this item

    Keywords

    Education; returns from training; unobserved heterogeneity; sample selection bias and panel data; Educación; retornos de la capacitación; heterogeneidad no observada; sesgo de selección; datos panel;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • P36 - Political Economy and Comparative Economic Systems - - Socialist Institutions and Their Transitions - - - Consumer Economics; Health; Education and Training; Welfare, Income, Wealth, and Poverty

    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:bdr:borrec:1048. 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: Clorith Angélica Bahos Olivera (email available below). General contact details of provider: https://edirc.repec.org/data/brcgvco.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.