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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128 IZA Discussion Papers
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. 12862
Smartphone Use and Academic Performance: First Evidence from Longitudinal Data
Simon Amez, Suncica Vujic, Lieven De Marez, Stijn Baert
revised version published in: New Media & Society, 2023, 25(3), 584-608.
IZA Discussion Paper No. 12766
A New Strategy to Identify Causal Relationships: Estimating a Binding Average Treatment Effect
Tirthatanmoy Das, Solomon Polachek
IZA Discussion Paper No. 12723
Smartphone Use and Academic Performance: A Literature Review
Simon Amez, Stijn Baert
revised version published in: International Journal of Educational Research, 2020, 103, 10161
IZA Discussion Paper No. 12572
Learning Management through Matching: A Field Experiment Using Mechanism Design
Girum Abebe, Marcel Fafchamps, Michael Koelle, Simon Quinn
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. 12205
Breaking Ties: Regression Discontinuity Design Meets Market Design
Atila Abdulkadiroglu, Joshua Angrist, Yusuke Narita, Parag A. Pathak
published in: Econometrica, 2022, 90 (1), 117–151
IZA Discussion Paper No. 12146
Universal Childcare for the Youngest and the Maternal Labour Supply
Astrid Kunze, Xingfei Liu
IZA Discussion Paper No. 12101
Labor Market Discrimination and the Macroeconomy
Muhammad Asali, Rusudan Gurashvili
revised version published in: Economics of Transition & Institutional Change, 2020, 28 (3), 515-533.
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
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
IZA Discussion Paper No. 11943
Health and the Wage Rate: Cause, Effect, Both, or Neither? New Evidence on an Old Question
Daniel Dench, Michael Grossman
published in: Health and Labor Markets, Research in Labor Economics, 2019, 27, 1-47
IZA Discussion Paper No. 11917
The Causal Effect of Trust
Björn Bartling, Ernst Fehr, David B. Huffman, Nick Netzer
IZA Discussion Paper No. 11796
Methods Matter: P-Hacking and Causal Inference in Economics
Abel Brodeur, Nikolai Cook, Anthony Heyes
published as 'Methods Matter: P-Hacking and Publication Bias in Causal Analysis in Economics' in: American Economic Review, 2020, 110 (11), 3634-3660
IZA Discussion Paper No. 11626
Identification of Causal Mechanisms Based on Between-Subject Double Randomization Designs
Conny Wunsch, Renate Strobl
IZA Discussion Paper No. 11455
Smartphone Use and Academic Performance: Correlation or Causal Relationship?
Stijn Baert, Suncica Vujic, Simon Amez, Matteo Claeskens, Thomas Daman, Arno Maeckelberghe, Eddy Omey, Lieven De Marez
revised version published in: Kyklos, 2020, 73 (1), 22 - 46.
IZA Discussion Paper No. 11353
The Causal Effect of Education on Chronic Health Conditions
Katharina Janke, David W. Johnston, Carol Propper, Michael A. Shields
published as 'The causal effect of education on chronic health conditions in the UK' in: Journal of Health Economics, 2020, 70, 102252
IZA Discussion Paper No. 11247
Nature of the Relationship between Minimum Wage and the Shadow Economy Size: An Empirical Analysis for the Case of Romania
Adriana Anamaria Davidescu, Friedrich Schneider
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