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  • Competing with Robots: Firm-Level Evidence from France
    In contrast to the market-level effects, however, overall employ-ment increases faster in firms adopting robots This positive employment effect may be because firms with greater growth potential are more likely to adopt robots, generating a clas-sic omitted variable bias
  • Robots and firms - CEPR
    It reveals a productivity-enhancing reallocation of labour and market shares across firms, with robot-adopting firms creating new job opportunities and expanding their scale of operations, while non-adopters experience negative output and employment effects in the face of tougher competition
  • Robots and Firms | The Economic Journal | Oxford Academic
    As for the first question, we establish robust evidence for positive selection, i e , ex ante better performing firms (measured through output and labour productivity) are more likely to adopt robots
  • Robots and the Economy - International Trade Administration
    It also identifies industries that most frequently adopt industrial robots and how adoption ultimately impacts industrial competitiveness through productivity growth, value added, and the number of hours worked
  • Robot Adoption and Labor Market Dynamics - Yale Department of . . .
    Using event studies, I find that firms expand output, lay off produc-tion workers, and hire tech workers when they adopt industrial robots I embed the firm model into a dynamic general equilibrium framework that takes into account the ability of workers to reallocate across occupations in response to robots
  • Disparities in robot adoption among U. S. manufacturers: a . . .
    Although our survey shows some signs that smaller manufacturers have recently begun to adopt robots at a faster pace, a significant lag still exists
  • Robot adoption and labor demand: A new interpretation from . . .
    Adopting robots in production increases rather than replaces human labor Labors in non-adopting firms will be more vulnerable to unemployment due to the external competitive threats Explore the recent emergence of female hiring preferences in terms of technological change





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