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We are the first to examine the impact of robotization on work meaningfulness and autonomy, competence, and relatedness, which are key for motivation and human flourishing at work. Using worker-level data from 13 industries in 20 European countries and OLS and instrumental variables estimations,...
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robotization in Germany and study the correlates of robot adoption. Our descriptive analysis uncovers five stylized facts: (1 …) Robot use is relatively rare. (2) The distribution of robots is highly skewed. (3) New robot adopters contribute … substantially to the recent robotization. (4) Robot users are exceptional. (5) Heterogeneity in robot types matters. Our regression …
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What is the effect of robots and tools on employment and inequality? Using natural language processing and an instrumental variable approach, we discover that robots have led to a sizable decrease in the employment and wages of low-skill workers in operational occupations. However, tools -...
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