Associations between flood risk and US Census tract-level health outcomes

被引:0
|
作者
Sheng, Alvin [1 ]
Reich, Brian J. [1 ]
Messier, Kyle P. [2 ,3 ]
机构
[1] North Carolina State Univ, Coll Sci, Dept Stat, Raleigh, NC USA
[2] NIEHS, Predict Toxicol Branch, Div Translat Toxicol, 530 Davis Dr,Keystone Bldg, Durham, NC 27713 USA
[3] NIEHS, Biostat & Computat Biol Branch, Div Intramural Res, Res Triangle Pk, NC 27709 USA
基金
美国国家卫生研究院;
关键词
Bayesian spatial analysis; flood risk; health outcomes; social vulnerability;
D O I
10.1093/aje/kwae093
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Human-induced climate change has led to more frequent and severe flooding around the globe. We examined the association between flood risk and the prevalence of coronary heart disease, high blood pressure, asthma, and poor mental health in the United States, while taking into account different levels of social vulnerability. We aggregated flood risk variables from First Street Foundation data by census tract and used principal component analysis to derive a set of 5 interpretable flood risk factors. The dependent variables were census-tract level disease prevalences generated by the Centers for Disease Control and Prevention. Bayesian spatial conditional autoregressive models were fit on these data to quantify the relationship between flood risk and health outcomes under different stratifications of social vulnerability. We show that 3 flood risk principal components had small but significant associations with each of the health outcomes across the different stratifications of social vulnerability. Our analysis gives, to our knowledge, the first United States-wide estimates of the associated effects of flood risk on specific health outcomes. We also show that social vulnerability is an important moderator of the relationship between flood risk and health outcomes. Our approach can be extended to other ecological studies that examine the health impacts of climate hazards.This article is part of a Special Collection on Environmental Epidemiology.
引用
收藏
页数:8
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