Panel Paper: The Evolving U.S. Occupational Structure: A Textual Analysis

Friday, November 3, 2017
Dusable (Hyatt Regency Chicago)

*Names in bold indicate Presenter

Daniel Tannenbaum1, Enghin Atalay2, Sebastian Sotelo3 and Phai Phongthiengtham2, (1)University of Nebraska, Lincoln, (2)University of Wisconsin - Madison, (3)University of Michigan


In this paper, we measure the evolution of the task and skill content of occupations

in the US between 1960 and 2000, and quantify its implications for earnings inequality.

We construct a new dataset, drawing on a rich and largely untapped source of data:

the text content of newspaper job ads. A previous literature has found that over this

40 year period, the employment share of occupations centered around offshorable and

routine tasks (especially routine manual tasks) has declined, while the employment

share of jobs with non-routine interactive tasks has increased. We document that the

evolution of the skill and task content of occupations themselves is at least as important

as the employment shifts across occupations in accounting for aggregate changes in

skill and task use. Motivated by these patterns, we decompose changes in the earnings

distribution. We find that our new measures, which allow the task and skill content of

occupations to vary through time, can help explain a substantially greater proportion

of inequality than previous research has found. Changes in the task and skill content

of jobs account for a 17 percentage point increase in 90-10 male earnings inequality.