De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence

Arntz, Melanie; Genz, Sabrina; Gregory, Terry; Lehmer, Florian; Zierahn-Weilage, Ulrich

doi:10.2139/ssrn.4703272

SSRN Journal

2024

DOI: 10.2139/ssrn.4703272

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De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence

Melanie Arntz,

Sabrina Genz,

Terry Gregory

et al.

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2024

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Cited by 1 publication

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New Technologies: End of Work or Structural Change?

Rademakers,

Zierahn-Weilage

2024

The Economists’ Voice

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This paper examines the impact of new technologies, particularly automation and artificial intelligence (AI), on labor markets. The existing literature documents ambiguous and only limited overall employment effects, while new technologies induce significant shifts in workforce composition. The implied firm-level productivity gains primarily benefit larger, skilled-labor-intensive firms. AI adoption remains limited but continues to reshape skill demands. The implied worker reallocation is costly, exacerbating inequality. This calls for policies such as targeted support for displaced workers, investment in education and skill development, promoting technology diffusion, and encouraging complementary human capital investments.

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New Technologies: End of Work or Structural Change?

Rademakers,

Zierahn-Weilage

2024

The Economists’ Voice

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show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

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De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence

Cited by 1 publication

References 54 publications

New Technologies: End of Work or Structural Change?

New Technologies: End of Work or Structural Change?

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