This paper evaluates the impact of a mandatory shutdown policy of small-capacity coal power plants during China’s 5-Year Plan period (2006–2010) on under-5 mortality. We collect capacity and location information on 2181 coal power plants that operated during 2000–2010 and compile a unique data set that combines coal power plants, county-level under-5 mortality and socioeconomic variables, high spatial resolution data of PM and SO and meteorological conditions. We model the impacts of air pollution on under-5 mortality using the IV-Lasso method, with distance-weighted sums of retired capacity and high-altitude wind status as instrumental variable candidates for air pollution. Our estimates imply that the phase-out policy saved around 46,000 lives during the 5-Year Plan period. We also find heterogeneity in the policy effects across regions. ( I10, I18, P25, P28, Q52, Q53, Q58)

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