Published Papers:
with Victor Lavy and Genia Rachkovski,
Journal of Public Economics, November 2025
News Coverage: ynet (Hebrew), LSE Business Review
Presented at: LSE Environment Week 2023, Safety Management Conference 2023
Links: Presentation, Published Version (Open Access)
Abstract: Literature has shown that air pollution can have short- and long-term adverse effects on physiological and cognitive performance. In this study, we estimate the effect of increased pollution levels on the likelihood of accidents at construction sites, a significant factor related to productivity losses in the labor market. Using data from all construction sites and pollution monitoring stations in Israel, we find a strong and significant causal effect of nitrogen dioxide (NO₂), one of the primary air pollutants, on construction site accidents. We find that a 10-ppb increase in NO levels increases the likelihood of an accident by as much as 25%. Importantly, our findings suggest that these effects are non-linear. While moderate pollution levels, according to EPA standards, compared to clean air levels, increase the likelihood of accidents by 138%, unhealthy levels increase it by 377%. We present a mechanism where the effect of pollution is exacerbated under conditions of high cognitive strain or reduced awareness. Finally, we perform a cost-benefit analysis, supported by a nonparametric estimation calculating the implied number of accidents due to NO₂ exposure, and examine a potential welfare-improving policy to subsidize the closure of construction sites on highly polluted days.
Selected Work in Progress
The Lifecycle of Judicial Bias
with Weijian Zou
(draft available on request)
Presented at: Charles University 2025, Freiburg PhD-Workshop on the Economics of Criminal Behavior 2025
Links: Presentation
An earlier version of this research was presented as two separate papers: "The Formation of Judicial Bias" and "Court Contagion".
Abstract: How does judicial bias arise and persist in the legal system? We trace the lifecycle of judicial bias in India's criminal courts, leveraging the quasi-random assignment of judges to courts and cases. We first document substantial variation in bias: within the same court, assigning a same-religion defendant from a judge at the 25th to 75th percentile of bias increases acquittal probability by 7.5 percentage points, 62% of the mean acquittal rate. We then examine how different triggers across a judge's professional career affect their bias. Exposure to Hindu-Muslim communal riots during a judge's first five years of service leads them to increase same-religion acquittal rates by 17.5%. Yet, judges who work alongside colleagues from different religions during this critical period show no such effect. Next, social interactions between judges reinforce judicial bias. On-the-job exposure to biased colleagues leads judges to increase same-religion acquittal rates by 3.2 percentage points, with effects that persist for over a year. These findings suggest that judicial bias is neither innate nor inevitable, but rather shaped by experiences and relationships, and that thoughtful institutional design can prevent and mitigate discriminatory practices across various professions.
The Effects of Slum Demolitions: Evidence from Victorian London
with Ran Abramitzky, Elibeth Cirilo, Yiming He, Stephan Maurer, and Guy Michaels
(Analysis ongoing)
Inequality in Internships
with Benjamin Dahmen
(Analysis ongoing)
More to come!