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"Automation" of Manufacturing in the Late Nineteenth Century: The Hand and Machine Labor Study

[Symposium: Automation and Employment]

By Jeremy Atack, Robert A. Margo, and Paul W. Rhode

Journal of Economic Perspectives, Spring 2019

Recent advances in artificial intelligence and robotics have generated a robust debate about the future of work. An analogous debate occurred in the late nineteenth century when mechanization first transformed manufacturing. We analyze an extraordinary da...

Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction

[Symposium: Automation and Employment]

By Ajay Agrawal, Joshua S. Gans, and Avi Goldfarb

Journal of Economic Perspectives, Spring 2019

Recent advances in artificial intelligence are primarily driven by machine learning, a prediction technology. Prediction is useful because it is an input into decision-making. In order to appreciate the impact of artificial intelligence on jobs, it is imp...

The Changing (Dis-)utility of Work

[Symposium: Incentives in the Workplace]

By Greg Kaplan and Sam Schulhofer-Wohl

Journal of Economic Perspectives, Summer 2018

We study how changes in the distribution of occupations have affected the aggregate non-pecuniary costs and benefits of working. The physical toll of work is less now than in 1950, with workers shifting away from occupations in which people report experie...

Are Ideas Getting Harder to Find?

By Nicholas Bloom, Charles I. Jones, John Van Reenen, and Michael Webb

òòò½Íø Review, April 2020

Long-run growth in many models is the product of two terms: the effective number of researchers and their research productivity. We present evidence from various industries, products, and firms showing that research effort is rising substantially while re...