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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239 IZA Discussion Papers
IZA Discussion Paper No. 13051
Double Machine Learning Based Program Evaluation under Unconfoundedness
Michael C. Knaus
published in: Econometrics Journal, 2022, 25 (3), 602-627
IZA Discussion Paper No. 12989
Efficient Targeting in Childhood Interventions
Alexander Paul, Dorthe Bleses, Michael Rosholm
published online in: Journal of Human Resources, 06 September 2023
IZA Discussion Paper No. 12953
Signaling and Employer Learning with Instruments
Gaurab Aryal, Manudeep Bhuller, Fabian Lange
published in: American Economic Review, 2022, 112 (5), 1669-1702
IZA Discussion Paper No. 12875
Priority to Unemployed Immigrants? A Causal Machine Learning Evaluation of Training in Belgium
Bart Cockx, Michael Lechner, Joost Bollens
published in: Labour Economics, 2023, 80, 102306
IZA Discussion Paper No. 12826
Is 'First in Family' a Good Indicator for Widening University Participation?
Anna Adamecz, Morag Henderson, Nikki Shure
published in: Economics of Education Review, 2020, 78, 102038.
IZA Discussion Paper No. 12708
'O Youth and Beauty:' Children's Looks and Children's Cognitive Development
Daniel S. Hamermesh, Rachel A. Gordon, Robert Crosnoe
published in: Journal of Economic Behavior and Organization, 2023, 212, 275–289
IZA Discussion Paper No. 12543
Instruction Time, Information, and Student Achievement: Evidence from a Field Experiment
Simon Calmar Andersen, Thorbjørn Sejr Guul, Maria Knoth Humlum
IZA Discussion Paper No. 12526
Does the Estimation of the Propensity Score by Machine Learning Improve Matching Estimation? The Case of Germany's Programmes for Long Term Unemployed
Daniel Goller, Michael Lechner, Andreas Moczall, Joachim Wolff
published in: Labour Economics, 2020, 65, 101855
IZA Discussion Paper No. 12509
Immigration and the Evolution of Local Cultural Norms
Sophia Schmitz, Felix Weinhardt
An updated version of this paper is available as IZA DP No. 16428.
IZA Discussion Paper No. 12508
One Step at a Time: Does Gradualism Build Coordination?
Maoliang Ye, Jie Zheng, Plamen Nikolov, Samuel Asher
published in: Management Science, 2019, 66 (1), 113-129.
IZA Discussion Paper No. 12438
Dissonant Works Councils and Establishment Survivability
John T. Addison, Paulino Teixeira, Philipp Grunau, Lutz Bellmann
revised version published as 'Works Council "Disaffection" and Establishment Survivability" in: Scottish Journal of Political Economy, 2023, 70 (1), 38 - 67
IZA Discussion Paper No. 12437
Rank Incentives and Social Learning: Evidence from a Randomized Controlled Trial
Isabella Dobrescu, Marco Faravelli, Rigissa Megalokonomou, Alberto Motta
IZA Discussion Paper No. 12320
Incentivizing Learning-By-Doing: The Role of Compensation Schemes
Joshua Graff Zivin, Lisa B. Kahn, Matthew Neidell
published in: S. W. Polachek, K. Tatsiramos, G. Russo, G. van Houten (eds.): Workplace Productivity and Management Practices, Research in Labor Economics 49, 2021, 139 - 178
IZA Discussion Paper No. 12298
Distance Learning in Higher Education: Evidence from a Randomized Experiment
M. Paula Cacault, Christian Hildebrand, Jérémy Laurent-Lucchetti, Michele Pellizzari
published in: Journal of the European Economic Association, 2021, 19 (4), 2322 - 2372
IZA Discussion Paper No. 12290
Opting out of Workers' Compensation: Non-Subscription in Texas and Its Effects
Lu Jinks, Thomas J. Kniesner, John D. Leeth, Anthony T. Lo Sasso
published in: Journal of Risk and Uncertainty, 2020, 60(1), 53-76
IZA Discussion Paper No. 12270
Learning through Coworker Referrals
Albrecht Glitz, Rune Majlund Vejlin
published in: Review of Economic Dynamics, 2021, 42, 37-71
IZA Discussion Paper No. 12242
New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data
Frank M. Fossen, Alina Sorgner
revised version published in: Technological Forecasting and Social Change, 2022, 175, 121381
IZA Discussion Paper No. 12040
Modified Causal Forests for Estimating Heterogeneous Causal Effects
Michael Lechner
IZA Discussion Paper No. 12040
Modified Causal Forests for Estimating Heterogeneous Causal Effects
Michael Lechner
IZA Discussion Paper No. 12039
Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
Michael C. Knaus, Michael Lechner, Anthony Strittmatter
published in: Econometrics Journal, 2021, 24 (1), 134-161
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