A justification for job training programs is that they improve worker productivity. Suppose  that you are asked to evaluate whethe r more job training makes workers more productive.  However, rather than having data on individual workers, you have access to data on manufacturing firms in Ohio. In particular, for each firm, you have information on hours of job  training per worker (training) and number of nondefective items produced per worker hour  (output). (i) Carefully state the ceteris paribus thought experiment underlying this policy question. (ii) Does it seem likely that a firm’s decision to train its workers will be independent of  worker characteristics? What are some of those measurable and unmeasurable worker  characteristics?

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A justification for job training programs is that they improve worker productivity. Suppose 
that you are asked to evaluate whethe r more job training makes workers more productive. 
However, rather than having data on individual workers, you have access to data on manufacturing firms in Ohio. In particular, for each firm, you have information on hours of job 
training per worker (training) and number of nondefective items produced per worker hour 
(output).
(i) Carefully state the ceteris paribus thought experiment underlying this policy question.
(ii) Does it seem likely that a firm’s decision to train its workers will be independent of 
worker characteristics? What are some of those measurable and unmeasurable worker 
characteristics?
(iii) Name a factor other than worker characteristics that can affect worker productivity.
(iv) If you find a positive correlation between output and training, would you have convincingly established that job training makes workers more productive? Explain.

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A justification for job training programs is that they improve worker productivity. Suppose 
that you are asked to evaluate whethe r more job training makes workers more productive. 
However, rather than having data on individual workers, you have access to data on manufacturing firms in Ohio. In particular, for each firm, you have information on hours of job 
training per worker (training) and number of nondefective items produced per worker hour 
(output).

(iv) If you find a positive correlation between output and training, would you have convincingly established that job training makes workers more productive? Explain.

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