The IZA Discussion Paper Series (ISSN: 2365-9793) disseminates high-quality research by IZA network members to the scientific community and the interested public worldwide before they are later published in academic journals. Comprising more than 17,000 papers, IZA's publication flagship is the most influential working paper series in labor economics.

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108 IZA Discussion Papers
IZA Discussion Paper No. 18267
The Effects of Artificial Intelligence on Jobs: Evidence from an AI Subsidy Program
Mark Hellsten, Shantanu Khanna, Magnus Lodefalk, Yaroslav Yakymovych
IZA Discussion Paper No. 18248
Expertise at Work: New Technologies, New Skills, and Worker Impacts
Anna Salomons, Cäcilia vom Baur, Ulrich Zierahn-Weilage
IZA Discussion Paper No. 18247
Training or Retiring? How Labor Markets Adjust to Trade and Technology Shocks
Alexander Bertermann, Wolfgang Dauth, Jens Suedekum, Ludger Woessmann
IZA Discussion Paper No. 18225
Beliefs about Bots: How Employers Plan for AI in White-Collar Work
Eduard Brüll, Samuel Mäurer, Davud Rostam-Afschar
IZA Discussion Paper No. 18070
Notes on a World with Generative AI
Nikos Askitas
IZA Discussion Paper No. 17753
Technological Change and the Upskilling of European Workers
Seamus McGuinness, Paul Redmond, Konstantinos Pouliakas, Lorcan Kelly, Luke Brosnan
revised version forthcoming in: Journal of Education and Work
IZA Discussion Paper No. 17717
Explaining Stagnation in the College Wage Premium
Leila Bengali, Robert G. Valletta, Cindy Zhao
IZA Discussion Paper No. 17535
Digitalization, Change in Skill Distance between Occupations and Worker Mobility: A Gravity Model Approach
Arnaud Dupuy, Morgan Raux, Sara Signorelli
IZA Discussion Paper No. 17503
Training, Automation, and Wages: International Worker-Level Evidence
Oliver Falck, Yuchen Guo, Christina Langer, Valentin Lindlacher, Simon Wiederhold
IZA Discussion Paper No. 17367
AI Adoption and Workplace Training
Samuel Mühlemann
substantially revised version published as 'Artifical intelligence adoption and workplace training' in: Journal of Economic Behavior & Organization, 2025, 238, 107206.
IZA Discussion Paper No. 17003
The Role of Technological Change in the Evolution of the Employment to Output Elasticity
Pablo Egana-delSol, Alejandro Micco
IZA Discussion Paper No. 16638
'This Time It's Different' - Generative Artificial Intelligence and Occupational Choice
Daniel Goller, Christian Gschwendt, Stefan C. Wolter
published online in: Labour Economics, 8 June 2025, 102746
IZA Discussion Paper No. 16610
Just Another Cog in the Machine? A Worker-Level View of Robotization and Tasks
Milena Nikolova, Anthony Lepinteur, Femke Cnossen
published in: Economica, 2025, 92, 1101-1148
IZA Discussion Paper No. 16494
Religion and Growth
Sascha O. Becker, Jared Rubin, Ludger Woessmann
published in: Journal of Economic Literature, 2024, 62 (3), 1094–1142
IZA Discussion Paper No. 16347
Gender-Biased Technological Change: Milking Machines and the Exodus of Women from Farming
Philipp Ager, Marc Goñi, Kjell G. Salvanes
IZA Discussion Paper No. 16326
The Impact of the Transition and EU Membership on the Returns to Schooling in Europe
Harry Anthony Patrinos, Angelica Rivera-Olvera
IZA Discussion Paper No. 16199
Innovation and the Labor Market: Theory, Evidence and Challenges
Nicoletta Corrocher, Daniele Moschella, Jacopo Staccioli, Marco Vivarelli
published in: Industrial and Corporate Change, 2024, 33 (3), 519–540
IZA Discussion Paper No. 16070
Technological Change, Firm Heterogeneity and Wage Inequality
Matias Cortes, Adrian Lerche, Uta Schönberg, Jeanne Tschopp
IZA Discussion Paper No. 15772
Technological and Organizational Change and the Careers of Workers
Michele Battisti, Christian Dustmann, Uta Schönberg
published in: Journal of the European Economic Association, 2023, 21 (4), 1551–1594
IZA Discussion Paper No. 15752
The Impact of ICT and Robots on Labour Market Outcomes of Demographic Groups in Europe
Maciej Albinowski, Piotr Lewandowski
published in: Labour Economics, 2024, 87, 102481
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