complement non-routine labor. I show that while it is optimal to distort robot adoption, robots may be either taxed or subsidized …. The robot tax exploits general-equilibrium effects to compress the wage distribution. Wage compression reduces income …-tax distortions of labor supply, thereby raising welfare. In the calibrated model, the optimal robot tax for the US is positive and …

This paper examines the labor market implications of investment in automation over the life cycle of ICT and robot …

participation declined, reducing the relative economic stature of men. Regions affected by intense robot penetration experienced …

establishment-level data on injuries, we find that a one standard deviation increase in our commuting zone-level measure of robot … to robot penetration experience a significant increase in drug- or alcohol-related deaths and mental health problems …. Employing longitudinal data from Germany, we exploit within-individual changes in robot exposure and document that a one …

. Compared to other firms operating in the same 5-digit sector, robot importers are larger, more productive, and employ a higher … share of managers and engineers. Over time, robot import occurs after periods of expansion in firm size, and is followed by … identify the causal effects of robot adoption. Our results suggest that, while demand shocks generate a positive correlation …