We investigate the impact of investment in automation-related goods on adopting and non-adopting firms in the Italian … of Italian importing firms and estimate the effects on adopters' outcomes within a difference-indifferences design … exploiting import lumpiness in product categories linked to automation and AI technologies. We find a positive average adoption …

We investigate the impact of product market competition on firms’ automation investments. We use a rich combination of … competition in export markets tend to reduce investments in automation technologies. These average negative effects are driven by … the least productive firms, while the most efficient exporters in industries that are more prone to automation tend to …

more recently, globalization has stalled. This paper shows that higher uncertainty, in combination with better automation …

finding might reflect the more rapid adoption of automation technologies in countries undergoing more pronounced demographic …