Emergency department visits in California associated with wildfire PM2.5: differing risk across individuals and communities.

Environmental research, health : ERH Pub Date : 2025-03-01 Epub Date: 2024-12-11 DOI:10.1088/2752-5309/ad976d
Jennifer D Stowell, Ian Sue Wing, Yasmin Romitti, Patrick L Kinney, Gregory A Wellenius
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Abstract

The threats to human health from wildfires and wildfire smoke (WFS) in the United States (US) are increasing due to continued climate change. A growing body of literature has documented important adverse health effects of WFS exposure, but there is insufficient evidence regarding how risk related to WFS exposure varies across individual or community level characteristics. To address this evidence gap, we utilized a large nationwide database of healthcare utilization claims for emergency department (ED) visits in California across multiple wildfire seasons (May through November, 2012-2019) and quantified the health impacts of fine particulate matter <2.5 μm (PM2.5) air pollution attributable to WFS, overall and among subgroups of the population. We aggregated daily counts of ED visits to the level of the Zip Code Tabulation Area (ZCTA) and used a time-stratified case-crossover design and distributed lag non-linear models to estimate the association between WFS and relative risk of ED visits. We further assessed how the association with WFS varied across subgroups defined by age, race, social vulnerability, and residential air conditioning (AC) prevalence. Over a 7 day period, PM2.5 from WFS was associated with elevated risk of ED visits for all causes (1.04% (0.32%, 1.71%)), non-accidental causes (2.93% (2.16%, 3.70%)), and respiratory disease (15.17% (12.86%, 17.52%)), but not with ED visits for cardiovascular diseases (1.06% (-1.88%, 4.08%)). Analysis across subgroups revealed potential differences in susceptibility by age, race, and AC prevalence, but not across subgroups defined by ZCTA-level Social Vulnerability Index scores. These results suggest that PM2.5 from WFS is associated with higher rates of all cause, non-accidental, and respiratory ED visits with important heterogeneity across certain subgroups. Notably, lower availability of residential AC was associated with higher health risks related to wildfire activity.

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加利福尼亚州与野火 PM2.5 相关的急诊就诊情况:不同个人和社区的风险不同。
由于气候持续变化,美国野火和野火烟雾对人类健康的威胁正在增加。越来越多的文献记录了接触WFS对健康的重要不利影响,但关于接触WFS的风险在个人或社区水平特征上如何变化的证据不足。为了解决这一证据差距,我们利用了加州多个野火季节(2012-2019年5月至11月)急诊室就诊的医疗保健利用索赔的大型全国数据库,并量化了由WFS引起的细颗粒物μm (PM2.5)空气污染对整体和亚组人群的健康影响。我们将每日急症就诊次数汇总到邮政编码表区(ZCTA)的水平,并使用时间分层病例交叉设计和分布滞后非线性模型来估计WFS与急症就诊相对风险之间的关系。我们进一步评估了不同年龄、种族、社会脆弱性和住宅空调(AC)普及率定义的亚组与WFS的关系。在7天的时间内,WFS PM2.5与所有原因(1.04%(0.32%,1.71%))、非意外原因(2.93%(2.16%,3.70%))和呼吸系统疾病(15.17%(12.86%,17.52%))的ED就诊风险升高相关,但与心血管疾病(1.06%(-1.88%,4.08%))的ED就诊风险无关。跨亚组的分析揭示了年龄、种族和AC患病率的潜在易感性差异,但由zcta水平社会脆弱性指数评分定义的亚组之间没有差异。这些结果表明,来自WFS的PM2.5与更高的全因、非意外和呼吸性ED就诊率相关,在某些亚组中具有重要的异质性。值得注意的是,住宅空调可用性较低与野火活动相关的健康风险较高有关。
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