Minimum Wages and Rise of the Robots
Erik Brynjolfsson, J. Frank Li, Javier Miranda, Robert Seamans, Andrew J. Wang
NBER Working Paper,
No. 34895,
2026
Abstract
This paper studies how minimum wage policy affects firms’ adoption of automation technologies. Using both state-level measures of robot exposure and novel plant-level data on industrial robot imports linked to U.S. Census microdata from 1992–2021, we show that increases in minimum wages raise the likelihood of robot adoption in manufacturing. Our preferred identification exploits discontinuities at state borders, comparing otherwise similar firms exposed to different wage floors. Across specifications, a 10 percent increase in the minimum wage increases robot adoption by roughly 8 percent relative to the mean.
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Who is Using Robots in Germany?
Verena Plümpe
IFR International Federation of Robotics,
Member blog - Jul 09
2025
Abstract
IFR statistics show that Germany has consistently been a global top 5 robotics market for many years. They also provide distribution by industry. But what it does not show is who exactly is installing these robots and what distinguishes a robot user from a non-user. Data collected from nearly 16,000 plants by the Institute for Employment Research (IAB) of the Federal Employment Agency helps us to learn more about robot users in Germany.
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