not on differential trends and do not enjoy higher output, investment, or employment growth thereafter. Using manager …

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 …