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Working Paper
Technology and the Task Content of Jobs across the Development Spectrum
The tasks workers perform on the job are informative about the direction and the impact of technological change. We harmonize occupational task content measures between two worker-level surveys, which separately cover developing and developed countries. Developing countries use routine-cognitive tasks and routine-manual tasks more intensively than developed countries, but less intensively use non-routine analytical tasks and non-routine interpersonal tasks. This is partly because developing countries have more workers in occupations with high routine contents and fewer workers in occupations ...
Working Paper
Consumption Heterogeneity by Occupation: Understanding the Impact of Occupation on Personal Consumption during the COVID-19 Pandemic
This paper exploits the variation in the unemployment rate of different occupations in the first part of the COVID-19 pandemic to analyze the response of consumption spending to unemployment risk. We find that earlier in the pandemic, higher unemployment risk did not reduce relative spending. However, as the pandemic proceeded, higher unemployment risk reduced relative spending. This pattern held across both essential and nonessential spending categories. We find that “high-risk” occupations had three common characteristics: lower ability to be performed from home, higher physical ...
Journal Article
Hit Harder, Recover Slower? Unequal Employment Effects of the COVID-19 Shock
The destructive economic impact of the COVID-19 pandemic was distributed unequally across the population. A worker's gender, race and ethnicity, age, education, industry, and occupation all mattered. We analyze the initial negative effect and its lingering effect through the recovery phase, across demographic and socioeconomic groups. The initial negative impact on employment was larger for women, minorities, the less educated, and the young whether or not we account for the industries and occupations they worked in. By February 2021, however, the differential effects across groups had gotten ...