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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

American Economic 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...

Industrial Espionage and Productivity

By Albrecht Glitz and Erik Meyersson

American Economic Review, April 2020

In this paper, we investigate the economic returns to industrial espionage. We show that the flow of information provided by East German informants in the West over the period 1970–1989 led to a significant narrowing of sectoral TFP gaps between West an...

The Tenuous Attachments of Working-Class Men

[Symposium: The Problems of Men]

By Kathryn Edin, Timothy Nelson, Andrew Cherlin, and Robert Francis

Journal of Economic Perspectives, Spring 2019

In this essay, we explore how working-class men describe their attachments to work, family, and religion. We draw upon in-depth, life history interviews conducted in four metropolitan areas with racially and ethnically diverse groups of working-class me...

Is This Tax Reform, or Just Confusion?

[Symposium: The Tax Cuts and Jobs Act]

By Joel Slemrod

Journal of Economic Perspectives, Fall 2018

Based on the experience of recent decades, the United States apparently musters the political will to change its tax system comprehensively about every 30 years, so it seems especially important to get it right when the chance arises. Based on the strong ...