Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Just another cog in the machine? A worker‐level view of robotization and tasks

Bibliographic Data

ID9728278
AuthorsM Nikolova (0000-0002-3247-760X, University of Groningen, Brookings Institution, IZA and GLO, corresponding author), Anthony Lepinteur (0000-0002-5929-8628, University of Luxembourg, IZA and GLO), Femke Cnossen (0000-0002-6578-9204, University of Groningen and GLO)
Year2025
Volume92
Issue368
Pages1101-1148
Publication date2025-10-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueEconomica (JOURNAL)
Journal identifiersISSN: 0013-0427 • E-ISSN: 1468-0335
PublisherWiley (PUBLISHER • GB)
DOI10.1111/ecca.70006
OpenAlexW4413223522
LanguageEN
References cited67

Technological change has led to a decline in the share of routine and physical jobs, and a rise in the share of abstract and social ones at the economy level. However, much less is known about how these trends unfold at the individual level. Do workers' tasks become more or less routine and physical? Do workers shift towards more social and abstract activities? This paper is the first to explore these questions in the context of robotization. We use survey data from 20 European countries to develop worker‐level indices of physical, routine, abstract and social tasks, which we link to industry‐level robotization exposure. Using instrumental variable techniques, we find that robotization reduces physically demanding tasks but increases routine tasks, while also limiting opportunities for cognitively challenging work and human interaction. This study provides a worker‐centric perspective on the relationship between technology and task composition, revealing insights that aggregate analyses miss

Cog · Context (archaeology) · Economics · Limiting · Management · Perspective (graphical) · Task (project management) · Work (physics) · Artificial Intelligence · Computer Science · Digital Economy and Work Transformation · Employment and Welfare Studies · Engineering · Labor market dynamics and wage inequality · Psychology

  • Revisiting the German Wage Structure

    Christian Dustmann, Johannes Ludsteck et al.•The Quarterly Journal of Economics•2009

  • Skills, Tasks and Technologies

    Daron Acemoglu, David Autor•Handbook of labor economics•2011

  • The Adjustment of Labor Markets to Robots

    Open Access•Wolfgang Dauth, Sebastian Findeisen et al.•Journal of the European Economic…•2021

  • Managing Artificial Intelligence

    Nicholas Berente, Bin Gu et al.•MIS Quarterly•2021

  • Elasticities and the Inverse Hyperbolic Sine Transformation

    Open Access•Marc F Bellemare, Casey J Wichman•Oxford Bulletin of Economics and…•2020

  • Explaining Job Polarization

    Maarten Goos, Alan Manning et al.•American Economic Review•2014

  • GPTs are GPTs

    Open Access•Tyna Eloundou, Sam Manning et al.•Science•2024

  • Technical Change, Job Tasks, and Rising Educational Demands

    Alexandra Spitz‐Oener•Journal of Labor Economics•2006

  • Maximum Likelihood Estimation of the Polychoric Correlation Coefficient

    Open Access•Ulf Olsson•Psychometrika•1979

  • The “task approach” to labor markets

    Open Access•David H Autor, David Autor•Journal for Labour Market Research•2013

  • Putting Tasks to the Test

    David H Autor, David Autor et al.•Journal of Labor Economics•2013

  • The Skill Content of Recent Technological Change

    David Autor, D H Autor et al.•The Quarterly Journal of Economics•2003

  • The future of employment

    Open Access•Carl Benedikt Frey, Michael A Osborne•Technological Forecasting and…•2017

  • Tracking the Rise of Robots

    Anne Jurkat, Rainer Klump et al.•Jahrbucher fur Nationalokonomie…•2022

  • Robots at work? Pitfalls of industry‐level data

    Open Access•Karim Bekhtiar, Benjamin Bittschi et al.•Journal of Applied Econometrics•2024

  • Robots and Employment

    Daisuke Adachi, Daiji Kawaguchi et al.•Journal of Labor Economics•2024

  • The effect of automation technology on workers’ training participation

    Open Access•Pascal Heß, Simon Janssen et al.•Economics of Education Review•2023

  • Technology and jobs

    Open Access•Kerstin Hötte, Melline Somers et al.•Technological Forecasting and…•2023

  • Fewer jobs, better jobs? An international comparative study of robots and ‘routine’ work in the public sector

    Open Access•Caroline Lloyd, Jonathan Payne•Industrial Relations Journal•2021

  • Tasks, wages and new technologies

    Open Access•Femke Cnossen•Industrial Relations A Journal of…•2025

  • Robots in the Workplace

    Open Access•Jilles Smids, Sven Nyholm et al.•Philosophy & Technology•2020

  • Lousy and Lovely Jobs

    Maarten Goos, Alan Manning•The Review of Economics and…•2007

  • Industrial robots, and information and communication technology

    Stefan Jestl•Regional Studies•2024

  • Robots and Jobs

    Daron Acemoglu, Pascual Restrepo•Journal of Political Economy•2019

  • Advanced Technologies and Worker Voice

    Open Access•Filippo Belloc, Gabriel Burdín et al.•Economica•2023

  • How do Workers Adjust to Robots? Evidence from China

    Open Access•Osea Giuntella, Yi Lü et al.•The Economic Journal•2024

  • The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market

    David H Autor, David Autor et al.•American Economic Review•2013

  • Automation and New Tasks

    Open Access•Daron Acemoglu, Pascual Restrepo•The Journal of Economic…•2019

  • Routinization of work processes, de-routinization of job structures

    Open Access•Enrique Fernández-Macías, Enrique Fernández‐macía et al.•Socio-Economic Review•2023

  • A Comprehensive Taxonomy of Tasks for Assessing the Impact of New Technologies on Work

    Open Access•Enrique Fernández‐macía, Martina Bisello•Social Indicators Research•2022

Citation velocityhistorical
Highly citedNo

Tools

Open DOIOpen Access
Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae