Ability matching and occupational choice
AbstractThis paper develops and estimates an individual model of occupational choice and learning that allows for correlated learning across occupation-specific abilities. As an individual learns about their occupation-specific ability in one occupation, this experience will be broadly informative about their abilities in all occupations. Workers continually process their entire history of information, which they use to determine when to change careers, as well as which new career to go to. Endogenizing information in this manner has been computationally prohibitive in the past. I estimate the model in an innovative way using the Expectation and Maximization (EM) algorithm. The model is estimated on the National Longitudinal Survey of Youth 1997. The estimates suggest that both direct and indirect learning play an important role in early career wage growth, with those with the lowest levels of education achieving the largest increases.
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Bibliographic InfoPaper provided by Federal Reserve Bank of Cleveland in its series Working Paper with number 1125.
Date of creation: 2011
Date of revision:
This paper has been announced in the following NEP Reports:
- NEP-ALL-2011-11-07 (All new papers)
- NEP-LAB-2011-11-07 (Labour Economics)
- NEP-LMA-2011-11-07 (Labor Markets - Supply, Demand, & Wages)
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