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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63 IZA Discussion Papers
IZA Discussion Paper No. 18251
Uncovering the Biological Toll of Neighborhood Disorder Trajectories: New Evidence Using Machine Learning Methods and Biomarkers in Older Adults
Jiao Yu, Thomas K.M. Cudjoe, Walter S. Mathis, Xi Chen
IZA Discussion Paper No. 18198
Only-Child Matching Penalty in the Marriage Market
Keisuke Kawata, Mizuki Komura
forthcoming in: Journal of Demographic Economics, 2025
IZA Discussion Paper No. 18167
Ageing, Health and Predicting Future Employment Exits: A Penalised Regression Approach
Apostolos Davillas, Andrew M. Jones
IZA Discussion Paper No. 18062
The Behavioral Signature of GenAI in Scientific Communication
Nikos Askitas
IZA Discussion Paper No. 17941
Self-Selection into Health Professions
Alessandro Fedele, Mirco Tonin, Daniel Wiesen
IZA Discussion Paper No. 17667
Using Machine Learning to Understand the Heterogeneous Earnings Effects of Exports
Johanna Muffert, Erwin Winkler
IZA Discussion Paper No. 17612
Do Early Active Labor Market Policies Improve Outcomes of Not-Yet-Unemployed Workers? Findings from a Randomized Field Experiment
Gerard J. van den Berg, Gesine Stephan, Arne Uhlendorff
IZA Discussion Paper No. 17308
Targeting and Effectiveness of Location-Based Policies
Vincenzo Carrieri, G. de Blasio, Antonella Rita Ferrara, Rosanna Nisticò
IZA Discussion Paper No. 17159
Biological Age and Predicting Future Health Care Utilisation
Apostolos Davillas, Andrew M. Jones
revised version published in: Journal of Health Economics, 2025, 99, 102956
IZA Discussion Paper No. 17115
The #Metoo Movement and Judges' Gender Gap in Decisions
Xiqian Cai, Shuai Chen, Zhengquan Cheng
IZA Discussion Paper No. 17080
Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning
Md Mohsan Khudri, Andrew Hussey
IZA Discussion Paper No. 17055
Artificial Intelligence and Entrepreneurship
Frank M. Fossen, Trevor McLemore, Alina Sorgner
published in: Foundations and Trends in Entrepreneurship, 2024, 20 (8), 781-904
IZA Discussion Paper No. 17014
A Hands-on Machine Learning Primer for Social Scientists: Math, Algorithms and Code
Nikos Askitas
test
IZA Discussion Paper No. 16948
The Political Economy of AI: Towards Democratic Control of the Means of Prediction
Maximilian Kasy
IZA Discussion Paper No. 16944
Algorithmic Bias and Racial Inequality: A Critical Review
Maximilian Kasy
published in: Oxford Review of Economic Policy, 2024, 40 (3), 530–546
IZA Discussion Paper No. 16894
Using Post-Regularization Distribution Regression to Measure the Effects of a Minimum Wage on Hourly Wages, Hours Worked and Monthly Earnings
Martin Biewen, Pascal Erhardt
IZA Discussion Paper No. 16889
Emissions from Military Training: Evidence from Australia
Wang-Sheng Lee, Trang My Tran
IZA Discussion Paper No. 16839
Talking Therapy: Impacts of a Nationwide Mental Health Service in England
Christian Krekel, Sorawoot Srisuma
IZA Discussion Paper No. 16789
Free Trade Agreements and the Movement of Business People
Thierry Mayer, Hillel Rapoport, Camilo Umana-Dajud
published in: Journal of Economic Geography, 2025, 25 (1), 93–126
IZA Discussion Paper No. 16764
Childhood Circumstances and Health of American and Chinese Older Adults: A Machine Learning Evaluation of Inequality of Opportunity in Health
Shutong Huo, Derek Feng, Thomas M. Gill, Xi Chen
published in: China CDC Weekly, 2024, 6 (11), 213-218
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