Developing a data-driven system for identifying socially vulnerable populations and neighborhoods across the United States.

Q3 Medicine Journal of Emergency Management Pub Date : 2025-03-01 DOI:10.5055/jem.0847
Katherine Ann Willyard, Gabriel Amaro, Chase Sawyer, Bethany DeSalvo, Wesley Basel
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Abstract

Due to increased efforts to bolster both equity and resilience to natural hazards, there is considerable interest in developing precise methods for identifying socially vulnerable populations. The objective of this paper is to explain issues with how common social vulnerability indices use United States (US) Census Bureau data for emergency management and how the Census' new Community Resilience Estimates (CRE) program overcomes these concerns. Using the 2019 CRE as a case study, we demonstrate how small area estimates of the most socially vulnerable populations in the US can be used to make statistical comparisons. We find that the high social vulnerability population rate is greater in the South, small rural and isolated areas, and environmentally toxic communities. In developing a response to bolster community resilience to natural hazards, decision-makers should rely on the CRE program to quantify socially vulnerable -populations.

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开发一个数据驱动的系统,用于识别美国各地的社会弱势群体和社区。
由于加强了公平和抵御自然灾害能力的努力,人们对开发确定社会弱势群体的精确方法非常感兴趣。本文的目的是解释常见的社会脆弱性指数如何使用美国(US)人口普查局的数据进行应急管理以及人口普查局的新社区恢复力评估(CRE)计划如何克服这些问题。以2019年的CRE为例,我们展示了如何使用美国最弱势社会群体的小面积估计来进行统计比较。我们发现,在南方、小农村和偏远地区以及环境有毒社区,高社会脆弱性人口率更高。在制定应对措施以加强社区对自然灾害的抵御能力时,决策者应依靠CRE项目来量化社会弱势群体。
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来源期刊
Journal of Emergency Management
Journal of Emergency Management Medicine-Emergency Medicine
CiteScore
1.20
自引率
0.00%
发文量
67
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