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American Economic Review Vol. 115 No. 10 2025

Treatment Effects in Market Equilibrium

Evan Munro1; Xu Kuang2; Stefan Wager2

1 University of Chicago Booth School of Business · 2 Stanford Graduate School of Business (email: )

Abstract

Policy-relevant treatment effect estimation in a marketplace setting requires assessing both the direct treatment benefit and spillovers induced by changes to the market equilibrium. We show how to identify and estimate policy-relevant treatment effects using a unit-randomized trial run within a single large market. A Bernoulli-randomized trial allows consistent estimation of direct effects and of treatment-heterogeneity measures that enable welfare-improving targeting. Estimating spillovers—and providing confidence intervals for the direct effect—requires estimates of price elasticities, which we provide using an augmented experimental design. We illustrate our results using a simulation calibrated to a conditional cash-transfer experiment in the Philippines.

DOI
10.1257/aer.20230039
Volume
115
Issue
10
Pages
3273-3321
Language
en
Sources
openalex crossref

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