On-the-Job Learning and Earnings: Comparative Evidence from Morocco and Senegal
In this paper, we consider a model of on-the-job learning where workers learn informally by watching and imitating colleagues. We estimate the rate of knowledge diffusion inside the firm using two matched worker-firm data sets from Morocco and Senegal. We rely on non-linear least squares to estimate the structural parameters of the informal learning model and account for firm heterogeneity using firm factors derived from a principal component analysis. We find that the rate of knowledge diffusion is around 7 percent in Morocco and Senegal, but part of the learning-by-watching returns stems from firm heterogeneity. Informal training significantly affects the shape of returns to tenure in these two countries. Finally, we estimate an extended model with both learning-by-watching and learning-by-doing and find significant benefits from imitating colleagues in Morocco.
|Date of creation:||Jul 2012|
|Publication status:||published in: Region et Developpement, 2012, 35, 151-176|
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- Murphy, Kevin M & Welch, Finis, 1990. "Empirical Age-Earnings Profiles," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 202-229, April.
- Mohamed Jellal & Christophe Nordman & Francois-Charles Wolff, 2008.
"Evidence on the glass ceiling effect in France using matched worker-firm data,"
Taylor & Francis Journals, vol. 40(24), pages 3233-3250.
- Jellal, Mohamed & Nordman, Christophe & wolff, François charles, 2008. "Evidence on the glass ceiling effect in France using matched worker-firm data," MPRA Paper 38590, University Library of Munich, Germany.
- 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.
- Christophe Muller & Christophe Nordman, 2004.
"Which Human Capital Matters For Rich And Poor'S Wages: Evidence From Matched Worker-Firm Data From Tunisia,"
Working Papers. Serie AD
2004-28, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Christophe Muller & Christophe Nordman, 2005. "Which Human Capital Matters for Rich and Poor’s Wages? Evidence from Matched Worker-Firm Data from Tunisia," Labor and Demography 0501009, EconWPA.
- Christophe Muller & Christophe Nordman, 2004. "Which Human Capital Matters for Rich and Poor’s Wages?Evidence from Matched Worker-Firm Data from Tunisia," Working Papers DT/2004/09, DIAL (Développement, Institutions et Mondialisation), revised Oct 2004.
- Christophe Muller & Christophe Nordman, 2005. "Which Human Capital Matters For Rich And Poor'S Wages? Evidence From Matched Worker-Firm Data From Tunisia," Working Papers. Serie AD 2005-30, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Destré, Guillaume & Nordman, Christophe, 2002. "Les effets de la formation informelle sur les gains : une comparaison sur données appariées françaises, marocaines et tunisiennes," L'Actualité Economique, Société Canadienne de Science Economique, vol. 78(2), pages 179-206, Juin.
- Battu, Harminder & Belfield, Clive R. & Sloane, Peter J., 2001. "Human Capital Spill-Overs Within the Workplace," IZA Discussion Papers 404, Institute for the Study of Labor (IZA).
- repec:dau:papers:123456789/4344 is not listed on IDEAS
- 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).
- Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, December.
- Barron, John M & Berger, Mark C & Black, Dan A, 1997. "How Well Do We Measure Training?," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 507-528, July.
- Nathalie Greenan & Jacques Mairesse, 1999. "Using Employee Level Data in a Firm Level Econometric Study," CIRANO Working Papers 99s-12, CIRANO.
- Jacques Mairesse & Nathalie Greenan, 1999. "Using Employee Level Data in a Firm Level Econometric Study," NBER Working Papers 7028, National Bureau of Economic Research, Inc.
- T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies (CSAE), vol. 13(02), pages 95-148, December.
- T. Paul Schultz, 2003. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Working Papers 875, Economic Growth Center, Yale University.
- Chennouf, Soheïl & Lévy-Garboua, Louis & Montmarquette, Claude, 1997. "Les effets de l’appartenance à un groupe de travail sur les salaires individuels," L'Actualité Economique, Société Canadienne de Science Economique, vol. 73(1), pages 207-232, mars-juin.
- repec:dau:papers:123456789/4377 is not listed on IDEAS
- Kuepie, Mathias & Nordman, Christophe J. & Roubaud, François, 2009. "Education and earnings in urban West Africa," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 491-515, September.
- Bigsten, Arne, et al, 2000. "Rates of Return on Physical and Human Capital in Africa's Manufacturing Sector," Economic Development and Cultural Change, University of Chicago Press, vol. 48(4), pages 801-827, July.
- Arne Bigsten & Paul Collier & Stefan Dercon & Marcel Fafchamps & Bernard Gauthier & Jan Willem Gunning & Anders Isaksson & Abena Oduro & Remco Oostendorp & Catherine Pattillo & Måns Söderbom & Francis, 1998. "Rates of return on physical and human capital in Africa's manufacturing sector," CSAE Working Paper Series 1998-12, Centre for the Study of African Economies, University of Oxford.
- Nordman, C., 2000. "La formation sur le tas par diffusion du savoir : estimations sur donnees marocaines, mauriciennes et tunisiennes," Papiers d'Economie MathÃ©matique et Applications 2000.111, UniversitÃ© PanthÃ©on-Sorbonne (Paris 1).
- Harminder Battu & Clive R. Belfield & Peter J. Sloane, 2003. "Human Capital Spillovers within the Workplace: Evidence for Great Britain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 575-594, December. Full references (including those not matched with items on IDEAS)
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