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J Health Econ . God is in the rain: The impact of rainfall-induced early social distancing on COVID-19 outbreaks

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  • J Health Econ . God is in the rain: The impact of rainfall-induced early social distancing on COVID-19 outbreaks


    J Health Econ


    . 2021 Dec 9;81:102575.
    doi: 10.1016/j.jhealeco.2021.102575. Online ahead of print.
    God is in the rain: The impact of rainfall-induced early social distancing on COVID-19 outbreaks


    Ajay Shenoy 1 , Bhavyaa Sharma 2 , Guanghong Xu 2 , Rolly Kapoor 2 , Haedong Aiden Rho 2 , Kinpritma Sangha 3



    Affiliations

    Abstract

    We measure the benefit to society created by preventing COVID-19 deaths through a marginal increase in early social distancing. We exploit county-level rainfall on the last weekend before statewide lockdown in the early phase of the pandemic. After controlling for historical rainfall, temperature, and state fixed-effects, current rainfall is a plausibly exogenous instrument for social distancing. A one percent decrease in the population leaving home on the weekend before lockdown creates an average of 132 dollars of benefit per county resident within 2 weeks. The impacts of earlier distancing compound over time and mainly arise from lowering the risk of a major outbreak, yielding large but unevenly distributed social benefit.

    Keywords: COVID-19; Coronavirus; Rainfall; Social distancing.

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