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20232025
most citedEvaluating the Impact of Regulatory Policies on Social Welfare in Difference-in-Difference Settings

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econ.EM2025

Robust Counterfactuals in Centralized Schools Choice Systems: Addressing Gender Inequality in STEM Education

Lixiong Li, Ismaël Mourifié

Counterfactual analysis is central to education market design and provides a foundation for credible policy recommendations. We develop a novel methodology for counterfactual analy…

econ.EM2024

Horowitz-Manski-Lee Bounds with Multilayered Sample Selection

Kory Kroft, Ismael Mourifié, Atom Vayalinkal

This paper investigates the causal effect of job training on wage rates in the presence of firm heterogeneity. When training affects the sorting of workers to firms, sample selecti…

econ.EM2024

A Sharp Test for the Judge Leniency Design

Mohamed Coulibaly, Yu-Chin Hsu, Ismael Mourifié +1

We propose sharp testable implications and tests to jointly assess the random assignment, exclusion, and monotonicity assumptions in judge leniency designs. Our procedures accommod…

econ.EM2023

Causal Effects in Matching Mechanisms with Strategically Reported Preferences

Marinho Bertanha, Margaux Luflade, Ismael Mourifié

A growing number of authorities use mechanisms to allocate students to schools in a way that reflects student preferences and school priorities. However, most real-world mechanisms…

econ.EM2023★ 1 cited

Evaluating the Impact of Regulatory Policies on Social Welfare in Difference-in-Difference Settings

Dalia Ghanem, Désiré Kédagni, Ismael Mourifié

Quantifying the impact of regulatory policies on social welfare generally requires the identification of counterfactual distributions. Many of these policies (e.g. minimum wages or…