美国高温和空气污染对死亡率的影响

Zeying Huang, Jungmin Lim, Mark Skidmore
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摘要

极端高温事件会对人体造成压力,并可能导致死亡,尤其是那些有潜在健康问题的人。空气污染是对健康的另一种威胁,也是极端高温风险的一个重要混杂因素。然而,以往针对空气污染和高温共同影响健康的实证研究很少考虑空气污染的内生性和溢出效应。为了填补这一研究空白,本文研究了极端高温和细颗粒物(PM2.5)对全因和特定原因死亡率的相互影响。我们采用控制函数法修正了 PM2.5 的内生性,并探讨了所有来源的 PM2.5 和野火造成的 PM2.5 的跨界外部性。我们使用了一个县年平衡面板数据集,涵盖 2001 年至 2011 年美国的 2992 个县。结果表明,极端高温和空气污染会相互加剧,共同增加死亡率。具体而言,高温指数每增加一个标准差,全因死亡人数、呼吸系统疾病死亡人数和循环系统疾病死亡人数分别增加 0.60%(95% 置信区间:0.26% - 0.97%)、2.14%(1.34% - 2.94%)和 0.86%(0.41% - 1.34%)。PM2.5 每增加一个标准差,死亡人数分别增加 5.75% (3.61% - 7.90%)、6.99% (3.01% - 11.15%) 和 2.93% (0.66% - 5.28%)。如果不考虑 PM2.5 的内生性,就会大大低估 PM2.5 的风险。此外,我们的工具变量策略提供了 PM2.5 和野火溢出效应的证据。
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The Impacts of Heat and Air Pollution on Mortality in the United States
Extreme heat events stress the body and can result in fatalities, especially for those with underlying health problems. Air pollution is another threat to health and is an important confounder of extreme heat risks. However, previous empirical studies that have addressed the joint health impacts of air pollution and heat rarely considered the endogeneity and spillover effects of air pollution. To fill this research gap, this article investigates the interconnected impacts of extreme heat and fine particulate matter (PM2.5) on all-cause and cause-specific mortality. We correct the endogeneity of PM2.5 by applying the control function approach and explore transboundary externalities of all-source PM2.5 and wildfire-caused PM2.5. We use a county-year balanced panel dataset covering 2,992 United States counties from 2001 through 2011. Results show that extreme heat and air pollution exacerbate each other and jointly increase mortality. Specifically, a one standard deviation (SD) increase in the heat index results in 0.60% (95% confidence interval: 0.26% - 0.97%), 2.14% (1.34% - 2.94%), and 0.86% (0.41% - 1.34%) more all-cause fatalities, fatalities from respiratory system diseases, fatalities from circulatory system diseases, respectively. A one SD increase in PM2.5 results in 5.75% (3.61% - 7.90%), 6.99% (3.01% - 11.15%), and 2.93% (0.66% - 5.28%) additional fatalities, respectively. Failure to consider the endogeneity of PM2.5 leads to a substantial underestimation of PM2.5 risk. In addition, our instrumental variable strategy offers evidence of spillover effects from PM2.5 and wildfires.
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