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As robots and other computer-assisted technologies take over tasks previously performed by labor, there is increasing concern about the future of jobs and wages. We analyze the effect of the increase in industrial robot usage between and on US local labor markets. Using a model in which robots compete against human labor in the production of different tasks, we show that robots may reduce employment and wages, and that the local labor market effects of robots can be estimated by regressing the change in employment and wages on the exposure to robots in each local labor market—defined from the national penetration of robots into each industry and the local distribution of employment across industries.
Using this approach, we estimate large and robust negative effects of robots on employment and wages across commuting zones. We bolster this evidence by showing that the commuting zones most exposed to robots in the post era do not exhibit any differential trends before The impact of robots is distinct from the impact of imports from China and Mexico, os research papers, the decline of routine jobs, offshoring, other types of IT capital, and the total capital stock in fact, exposure to robots is only weakly correlated with these other variables.
According to our estimates, one more robot per thousand workers reduces the employment to population ratio by about 0. We thank David Autor, Lorenzo Caliendo, Amy Finkelstein, Matthew Gentzkow and participants at various seminars and conferences for comments and os research papers Joonas Tuhkuri for outstanding research assistance; and the Institute for Digital Economics and the Toulouse Network of Information Technology for financial support.
The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research. MARC RIS BibTeΧ, os research papers.
Os research papers Citation Data. Home Research Working Papers Robots and Jobs: Evidence from US Labor…. Share Twitter LinkedIn Email. Working Paper DOI Issue Date March Acknowledgements and Disclosures We thank David Autor, Lorenzo Caliendo, Amy Finkelstein, Matthew Gentzkow and participants at various seminars and conferences for comments and suggestions; Joonas Tuhkuri for outstanding research assistance; and the Institute for Digital Economics and the Toulouse Network of Information Technology for financial support.
Download Citation MARC RIS BibTeΧ Download Citation Data. Non-Technical Summaries Robots and Jobs os research papers the U. Labor Market. On average, the arrival of one new industrial os research papers in a local labor market coincides with an employment drop of 5. Related Topics Labor Economics Labor Supply and Demand. Programs Economic Fluctuations and Growth Labor Studies.
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Alan J. Auerbach, the Robert D. Birch Professor of Economics and Law at the University of Os research papers, Berkeley, os research papers, and Joshua Angrist, David Card, and Guido Imbens Awarded Nobel Prize, os research papers. Long-time NBER research associates Joshua Angrist, David Card, and Guido Imbens have been awarded the Nobel Prize in Economic Sciences in recognition of Summer Institute Methods Lectures: Causal Inference Using Synthetic Controls and Regression Discontinuity Designs.
The os research papers estimation of causal effects is a central task of applied econometrics. Two tools for this purpose that
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For more details, see our research papers. 25 of 57 images aligned. All 57 images aligned. Final Result. Licensing. AutoStitch is available to license from the University of British Columbia. Licensing is handled by the UBC Industry Liason Office, please see this page for details and contact information Research the latest tools, technologies and techniques and compare offerings from thousands to technology companies. blogger.com Browse this free online library for the latest technical white papers, webcasts and product information to help you make intelligent IT product purchasing decisions Founded in , the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings among academics, public policy makers, and business professionals
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