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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48 IZA Discussion Papers
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. 16294
Certification and Recertification in Welfare Programs: What Happens When Automation Goes Wrong?
Derek Wu, Bruce D. Meyer
IZA Discussion Paper No. 16089
Non-college Occupations, Workplace Routinization, and the Gender Gap in College Enrollment
Amanda Chuan, Weilong Zhang
IZA Discussion Paper No. 15936
Advanced Digital Technologies and Investment in Employee Training: Complements or Substitutes?
Giorgio Brunello, Désirée Rückert, Christoph T. Weiss, Patricia Wruuck
forthcoming in: Journal of Human Capital, 2025
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
IZA Discussion Paper No. 15700
Pension Reforms, Longer Working Horizons and Depression. Does the Risk of Automation Matter?
Marco Bertoni, Giorgio Brunello, Filippo Da Re
published in: Labour Economics, 2023, 85, 102447
IZA Discussion Paper No. 15434
Displaced or Depressed? The Effect of Working in Automatable Jobs on Mental Health
Sylvie Blasco, Julie Rochut, Benedicte Rouland
IZA Discussion Paper No. 15182
People versus Machines: The Impact of Being in an Automatable Job on Australian Worker's Mental Health and Life Satisfaction
Grace Lordan, Eliza-Jane Stringer
published in: Economics & Human Biology 2022, 46, 101144
IZA Discussion Paper No. 14788
Coevolution of Job Automation Risk and Workplace Governance
Filippo Belloc, Gabriel Burdin, Luca Cattani, William Ellis, Fabio Landini
published in: Research Policy, 2022, 51 (3), 104441
IZA Discussion Paper No. 14249
How Do Workers Perceive the Risks from Automation and the Opportunities to Retrain? Evidence from a Survey of Truck Drivers
Daniel W. Shoag, Michael R. Strain, Stan A. Veuger
IZA Discussion Paper No. 13799
Robots and Worker Voice: An Empirical Exploration
Filippo Belloc, Gabriel Burdin, Fabio Landini
IZA Discussion Paper No. 13605
How Robots Change Within-Firm Wage Inequality
Erling Barth, Marianne Roed, Pal Schone, Janis Umblijs
IZA Discussion Paper No. 13482
Robots and the Gender Pay Gap in Europe
Cevat Giray Aksoy, Berkay Özcan, Julia Philipp
revised version published in: European Economic Review, 2021, 134, 103693
IZA Discussion Paper No. 13429
Labor Supply and Automation Innovation
Alexander M. Danzer, Carsten Feuerbaum, Fabian Gaessler
published in: Journal of Public Economics, 2024, 235, 105136
IZA Discussion Paper No. 13267
Automation, Globalization and Vanishing Jobs: A Labor Market Sorting View
Ester Faia, Sébastien Laffitte, Maximilian Mayer, Gianmarco Ottaviano
IZA Discussion Paper No. 13142
Labor Demand in the Past, Present, and Future
Georg Graetz
published in: Journal of Public Economics Plus, 2021, 2, 00007
IZA Discussion Paper No. 12913
The Macroeconomics of Automation: Data, Theory, and Policy Analysis
Nir Jaimovich, Itay Saporta-Eksten, Henry E. Siu, Yaniv Yedid-Levi
published in: Journal of Monetary Economics, 2021, 122, 1-16
IZA Discussion Paper No. 12820
Robots, Labor Markets, and Family Behavior
Massimo Anelli, Osea Giuntella, Luca Stella
published in: Journal of Human Resources, 2020, 128 (6), 2188–2244
IZA Discussion Paper No. 12716
People versus Machines in the UK: Minimum Wages, Labor Reallocation and Automatable Jobs
Grace Lordan
published in: PLoS, 2019, 14 (12), e0224789
IZA Discussion Paper No. 12541
Skills-Displacing Technological Change and Its Impact on Jobs: Challenging Technological Alarmism?
Seamus McGuinness, Konstantinos Pouliakas, Paul Redmond
published in: Economics of Innovation and New Technology, 2023, 32 (3), 370-392
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