Just Another Cog in the Machine? A Worker-Level View of Robotization and Tasks

Milena Nikolova, Anthony Lepinteur and Femke Cnossen

No 16610, IZA Discussion Papers from IZA Network @ LISER

Abstract: Using survey data from 20 European countries, we construct novel worker-level indices of routine, abstract, social, and physical tasks, which we combine with industry-level robotization exposure. Our conceptual framework builds on the insight that robotization simultaneously replaces, creates, and modifies workers' tasks and studies how these forces impact workers' job content. We rely on instrumental variable techniques and show that robotization reduces physically demanding activities. Yet, this reduction in manual work does not coincide with a shift to more challenging and interesting tasks. Instead, robotization makes workers' tasks more routine, while diminishing the opportunities for cognitively challenging work and human contact. The adverse impact of robotization on social tasks is particularly pronounced for highly skilled and educated workers. Our study offers a unique worker-centric viewpoint on the interplay between technology and tasks, highlighting nuances that macro-level indicators overlook. As such, it sheds light on the mechanisms underpinning the impact of robotization on labor markets.

Keywords: worker-level data; technological change; robotization; tasks (search for similar items in EconPapers)
JEL-codes: I30 I31 J01 J30 J32 J81 M50 (search for similar items in EconPapers)
Pages: 46 pages
Date: 2023-11
New Economics Papers: this item is included in nep-eur, nep-inv and nep-lab
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Related works:
Journal Article: Just another cog in the machine? A worker‐level view of robotization and tasks (2025)
Working Paper: Just another cog in the machine? A worker-level view of robotization and tasks (2023)
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Persistent link: https://EconPapers.repec.org/RePEc:iza:izadps:dp16610

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