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On-the-job learning and earnings: Comparative evidence from Morocco and Senegal

Christophe Nordman and François-Charles Wolff

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Abstract: 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.

Keywords: EARNINGS FUNCTIONS; INFORMAL TRAINING; RETURNS TO TENURE; LEARNING-BY-WATCHING; LEARNING-BY-DOING; MOROCCO; SENEGAL; MAROC; SÉNÉGAL; FONCTION DE GAINS; FORMATION INFORMELLE; APPRENTISSAGE PAR IMITATION; APPRENTISSAGE PAR LA PRATIQUE; RENDEMENTS DE L’ANCIENNETÉ (search for similar items in EconPapers)
Date: 2012
Note: View the original document on HAL open archive server: https://hal.science/hal-03914279v1
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Published in Région et Développement, 2012, Inégalités et pauvreté dans les pays arabes, 35, pp.151-176

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Journal Article: ON-THE-JOB LEARNING AND EARNINGS: COMPARATIVE EVIDENCE FROM MOROCCO AND SENEGAL (2012) Downloads
Working Paper: On-the-Job Learning and Earnings: Comparative Evidence from Morocco and Senegal (2012) Downloads
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