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 over 16,000 papers, IZA's publication flagship is the most influential working paper series in labor economics.

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38 IZA Discussion Papers
IZA Discussion Paper No. 15996
Determinants of Heat Risk in an Aging Population: A Machine Learning Approach
Hannah Klauber, Nicolas Koch
IZA Discussion Paper No. 15963
ddml: Double/Debiased Machine Learning in Stata
Achim Ahrens, Christian B. Hansen, Mark E Schaffer, Thomas Wiemann
IZA Discussion Paper No. 15941
On the Validity of Using Webpage Texts to Identify the Target Population of a Survey: An Application to Detect Online Platforms
Piet Daas, Wolter Hassink, Bart Klijs
IZA Discussion Paper No. 15677
AI, Skill, and Productivity: The Case of Taxi Drivers
Kyogo Kanazawa, Daiji Kawaguchi, Hitoshi Shigeoka, Yasutora Watanabe
IZA Discussion Paper No. 15580
Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
Phillip Heiler, Michael C. Knaus
IZA Discussion Paper No. 15580
Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
Phillip Heiler, Michael C. Knaus
IZA Discussion Paper No. 15555
Proxying Economic Activity with Daytime Satellite Imagery: Filling Data Gaps across Time and Space
Patrick Lehnert, Michael Niederberger, Uschi Backes-Gellner, Eric Bettinger
IZA Discussion Paper No. 15510
Urban Resilience and Social Security Uptake: New Zealand Evidence from the Global Financial Crisis and the COVID-19 Pandemic
William Cochrane, Jacques Poot, Matthew Roskruge
IZA Discussion Paper No. 15378
Sitting Next to a Dropout: Academic Success of Students with More Educated Peers
Daniel Goller, Andrea Diem, Stefan C. Wolter
forthcoming in: Economics of Education Review, 2023
IZA Discussion Paper No. 15192
Who Increases Emergency Department Use? New Insights from the Oregon Health Insurance Experiment
Augustine Denteh, Helge Liebert
IZA Discussion Paper No. 14944
The Impact of Artificial Intelligence on Labor Markets in Developing Countries: A New Method with an Illustration for Lao PDR and Viet Nam
Francesco Carbonero, Jeremy Davies, Ekkehard Ernst, Frank M. Fossen, Daniel Samaan, Alina Sorgner
revised version published online in: Journal of Evolutionary Economics, 2023
IZA Discussion Paper No. 14925
Model-Based Recursive Partitioning to Estimate Unfair Health Inequalities in the United Kingdom Household Longitudinal Study
Paolo Brunori, Apostolos Davillas, Andrew M. Jones, Giovanna Scarchilli
revised version published in: Journal of Economic Behavior and Organization, 2022, 204, 543-565
IZA Discussion Paper No. 14900
Green Infrastructure and Air Pollution: Evidence from Highways Connecting Two Megacities in China
Bo Yu, Trang Tran, Wang-Sheng Lee
IZA Discussion Paper No. 14689
The Roots of Inequality: Estimating Inequality of Opportunity from Regression Trees and Forests
Paolo Brunori, Paul Hufe, Daniel Gerszon Mahler
IZA Discussion Paper No. 14669
COVID-19 Spread in Germany from a Regional Perspective
Olaf Hübler
IZA Discussion Paper No. 14497
Words Matter: Gender, Jobs and Applicant Behavior
Sugat Chaturvedi, Kanika Mahajan, Zahra Siddique
IZA Discussion Paper No. 14392
Urban Economics in a Historical Perspective: Recovering Data with Machine Learning
Pierre-Philippe Combes, Laurent Gobillon, Yanos Zylberberg
IZA Discussion Paper No. 14377
Using Machine Learning to Create an Early Warning System for Welfare Recipients
Dario Sansone, Anna Zhu
IZA Discussion Paper No. 14259
The Effect of Sport in Online Dating: Evidence from Causal Machine Learning
Daniel Boller, Michael Lechner, Gabriel Okasa
IZA Discussion Paper No. 14128
The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?
Anthony Strittmatter, Conny Wunsch
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