Modeling Work-related Training and Training Effects Using Count Data Techniques
AbstractThis paper examines the impact of work-related training on expected wages growth, using longitudinal data from the British National Child Development Study. The analysis covers a crucial decade in the working lives of a cohort of young men - the years from the age of 23 to the age of 33. We use hurdle negative binominal models to estimate the number of work-related training events. This approach, which has not been used for training before, allows us to account for the fact that more than 50% of sample members experienced no work-related training over the period 1981 to 1991. We find evidence of strong complementaries between past general education and training, suggesting that reliance on job-related training to increase the skills of the British workforce will result in an increase in the skills of the already-educated, but will not improve the skills of individuals entering the labor market with a low level of education. The results generated from the hurdle count model are subsequently used in estimation of the wages growth model. We find that each additional training event is estimated to increase wages growth by 0.7 per cent, for young men experiencing at least one training occurrence over the decade.
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Bibliographic InfoPaper provided by University of Warwick, Department of Economics in its series The Warwick Economics Research Paper Series (TWERPS) with number 448.
Length: 37 pages
Date of creation: 1996
Date of revision:
Count data models ; hurdle ; training ; skills segmentation ; wages growth;
Other versions of this item:
- Arulampalam, Wiji & Booth, Alison L & Elias, Peter, 1997. "Modelling Work-Related Training and Training Effects Using Count Data Techniques," CEPR Discussion Papers 1582, C.E.P.R. Discussion Papers.
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
- I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
- J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
- J42 - Labor and Demographic Economics - - Particular Labor Markets - - - Monopsony; Segmented Labor Markets
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- Groot, Wim & van den Brink, Henriette Maassen, 2003. "Firm-related training tracks: a random effects ordered probit model," Economics of Education Review, Elsevier, vol. 22(6), pages 581-589, December.
- Donal O'Neill; & Olive Sweetman, 1997. "Intergenerational Mobility in Britain: Evidence from unemployment patterns," Economics, Finance and Accounting Department Working Paper Series n730997, Department of Economics, Finance and Accounting, National University of Ireland - Maynooth.
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