Interim Associate Dean, Academic and Faculty Affairs
and Associate Professor of Economics at Virginia Commonwealth University
Email: cascotese@vcu.edu
Automation technology has shifted employment into non-routine work and has been linked to employment polarization. This paper estimates granular specific non-routine tasks and examines employment shifts across those tasks. The analysis finds that employment shifts into decision-making, technology, and information related tasks account for 90% of the high-wage employment growth. The task granularity reveals non-routine abstract tasks are performed intensively in a range of skill environments and that non-college men have experienced deskilling not only out of routine work, but also out of several non-routine abstract tasks. This is potentially linked to the decline in supervisory employment. Also, task reallocation differs for men relative to women, with both non-college and college educated women expanding into a wider array of non-routine abstract tasks relative to their male counterparts.
This paper examines the employment outcomes of a cohort of non-college educated individuals who exit employment from occupations most exposed to automation risk. The analysis employs a novel set of granular task measures estimated from the detailed job attributes in the Occupational Information Network (O*NET). The granularity enables a rich characterization of non-routine work and task mobility choices for those without a college degree. The data yield multiple types of interpersonal, decision-making, cognitive, and technical tasks. Employing the granular tasks to analyze the employment outcomes for non-college educated workers who transition out of routine work, this study finds that (1) the granular measures detect abstract tasks performed intensively in a range of skill contexts, (2) when exiting routine intensive work, the non-college propensity to enter abstract work is just under 65%, and (3) approximately 26% of those switches are associated with wage gains.
“War Mobilization and the Great Compression,” The B.E. Journal of Economic Analysis and Policy. Volume 10, Issue 1 ISSN 1935-1682, July 2010.
“Evidence on the Demographic Transition,” Review of Economics and Statistics, November (2009), 871-887.
“Fertility and Government Spending on Education at Different Levels of Development” (2004) in Economic Growth and Human Capital (eds., M. Boldrin and P. Wang) with Theodore Palivos.
“Fertility and Education Premiums,” Journal of Population Economics (2003), 555–578.
“Comparative Advantage, Trade, and Transboundary Pollution” Open Economies Review (July 2000) with John W. Maxwell.
“Dynamic Effects of Financial Intermediation over the Business Cycle”, Economic Inquiry 38, (January 2000) 34-57; with Ping Wang.
“Banking on Fewer Children: Financial Intermediation, Fertility and Economic Development,” Journal of Population Economics 12 (December 1999) 567-590.
“Fertility, Growth and the Financing of Public Education and Health”, Journal of Population Economics 9, (November 1996) 415-428; with Theodore Palivos.
“Can Government Enforcement Permanently Alter Fertility?: The Case of China”; Economic Inquiry 33, (October 1995) 552-570; with Ping Wang.
“Fertility Choice and Economic Growth: Theory and Evidence”: The Review of Economics and Statistics 76, (May 1994), 255-266; with Ping Wang and Chong Yip.
“Forecast Smoothing and the Optimal Under-utilization of Information at the Federal Reserve”: Journal of Macroeconomics 16, (Fall 1994) 653-670.
Labor force participation and task specific human capital