IZA Discussion Papers

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 forthcoming in: Journal of Health Economics

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

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

IZA Discussion Paper No. 16626

Measuring Employment Readiness for Hard-to-Place Individuals

Simon Tranberg Bodilsen, Søren Albeck Nielsen, Michael Rosholm

IZA Discussion Paper No. 16599

Stigma and Take-up of Labor Market Assistance: Evidence from Two Field Experiments

Adam Osman, Jamin D. Speer

published in: Economica, 2024, 91 (361), 123-141

IZA Discussion Paper No. 16593

Using Domain-Specific Word Embeddings to Examine the Demand for Skills

Sugat Chaturvedi, Kanika Mahajan, Zahra Siddique

forthcoming in: Research in Labor Economics

IZA Discussion Paper No. 16324

Does Unfairness Hurt Women? The Effects of Losing Unfair Competitions

Stefano Piasenti, Marica Valente, Roel van Veldhuizen, Gregor Pfeifer

IZA Discussion Paper No. 16226

Household and Individual Economic Responses to Different Health Shocks: The Role of Medical Innovations

Volha Lazuka

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