@TechReport{iza:izadps:dp16324, author={Piasenti, Stefano and Valente, Marica and Veldhuizen, Roel van and Pfeifer, Gregor}, title={Does Unfairness Hurt Women? The Effects of Losing Unfair Competitions}, year={2023}, month={Jul}, institution={Institute of Labor Economics (IZA)}, address={Bonn}, type={IZA Discussion Paper}, number={16324}, url={https://www.iza.org/publications/dp16324}, abstract={How do men and women differ in their persistence after experiencing failure in a competitive environment? We tackle this question by combining a large online experiment (N=2,086) with machine learning. We find that when losing is unequivocally due to merit, both men and women exhibit a significant decrease in subsequent tournament entry. However, when the prior tournament is unfair, i.e., a loss is no longer necessarily based on merit, women are more discouraged than men. These results suggest that transparent meritocratic criteria may play a key role in preventing women from falling behind after experiencing a loss.}, keywords={competitiveness;gender;fairness;machine learning;online experiment}, }