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127 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. 18235
Workers’ Exposure to AI Across Development Stages
Piotr Lewandowski, Karol Madoń, Albert Park
IZA Discussion Paper No. 17896
Multidimensional Skills on LinkedIn Profiles: Measuring Human Capital and the Gender Skill Gap
David Dorn, Florian Schoner, Moritz Seebacher, Lisa Simon, Ludger Woessmann
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. 17654
Workers’ Task and Employer Mobility over the Business Cycle
Carlos Carrillo-Tudela, Fraser Summerfield, Ludo Visschers
IZA Discussion Paper No. 17554
AI, Task Changes in Jobs, and Worker Reallocation
Christina Gathmann, Felix Grimm, Erwin Winkler
IZA Discussion Paper No. 17395
Skills and Earnings: A Multidimensional Perspective on Human Capital
Ludger Woessmann
published in: Annual Review of Economics, 2025, 17, 397-425
IZA Discussion Paper No. 17319
Establishment Size and the Task Content of Jobs: Evidence from 46 Countries
Micole De Vera, Javier Garcia-Brazales
published in: Economica, 2025, 92 (366), 548-579
IZA Discussion Paper No. 16740
De-Routinization in the Fourth Industrial Revolution - Firm-Level Evidence
Melanie Arntz, Sabrina Genz, Terry Gregory, Florian Lehmer, Ulrich Zierahn-Weilage
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. 16576
Demand for Personality Traits, Tasks, and Sorting
Vera Brenčič, Andrew McGee
published in: Elsner, B. and Polachek, S.W. (eds.), Big Data Applications in Labor Economics, Part A (Research in Labor Economics, 52A), Emerald Publishing Limited, Leeds, 2024, 161-211
IZA Discussion Paper No. 16510
The Role of Global Value Chains for Worker Tasks and Wage Inequality
Piotr Lewandowski, Karol Madoń, Deborah Winkler
published in: World Economy, 2024, 47, 4389–4435
IZA Discussion Paper No. 16499
Automation and Income Inequality in Europe
Karina Doorley, Jan Gromadzki, Piotr Lewandowski, Dora Tuda, Philippe Van Kerm
IZA Discussion Paper No. 16381
International Trade and Job Polarization: Evidence at the Worker Level
Wolfgang Keller, Hale Utar
published in: Journal of International Economics, 2023, 145, 103810.
IZA Discussion Paper No. 16292
Tightening Access to Early Retirement: Who Can Adapt?
Bernhard Boockmann, Martin Kroczek, Natalie Laub
IZA Discussion Paper No. 16123
Incentivizing Team Leaders: A Firm-Level Experiment on Subjective Performance Evaluation of Leadership Skills
Thomas Gall, Xiaocheng Hu, Michael Vlassopoulos
IZA Discussion Paper No. 15731
The Empirics of Technology, Employment and Occupations: Lessons Learned and Challenges Ahead
Fabio Montobbio, Jacopo Staccioli, Maria Enrica Virgillito, Marco Vivarelli
published in: Journal of Economic Surveys, 2024, 38 (5), 1622-1655
IZA Discussion Paper No. 15716
Revenue Drift, Incentives, and Effort Allocation in Social Enterprises
Theodor Vladasel, Simon C. Parker, Randolph Sloof, Mirjam C. van Praag
published in: Journal of Economics & Management Strategy, 2024, 33 (3), 630 - 651
IZA Discussion Paper No. 15702
Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis
Miriam Koomen, Uschi Backes-Gellner
published in: Labour Economics, 2022, 79, 102284
IZA Discussion Paper No. 15681
Multitasking
Anzelika Zaiceva
published in: K.F. Zimmermann (ed.), Handbook of Labor, Human Resources and Population Economics, Springer, Cham, 2023, 1-29
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