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海岸警卫队应对“深水地平线”石油泄漏事件的人员暴露模式:潜在类别分析。

Exposure patterns among Coast Guard responders to the Deepwater Horizon Oil Spill: A latent class analysis.

作者信息

Gribble Matthew O, Keshav Taj, Denic-Roberts Hristina, Engel Lawrence S, Rusiecki Jennifer A

机构信息

Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama.

Department of Preventive Medicine and Biostatistics, Uniformed Services University, Bethesda, Maryland.

出版信息

Environ Epidemiol. 2022 May 2;6(3):e211. doi: 10.1097/EE9.0000000000000211. eCollection 2022 Jun.

Abstract

BACKGROUND

The Deepwater Horizon Oil Spill was an environmental crisis for which multiple groups, including the United States Coast Guard (USCG), provided emergency response services. A cohort of 5,665 USCG oil spill responders completed postdeployment surveys eliciting information on a variety of topics, including oil spill-related exposures and experiences. Our objective was to determine the most common exposure patterns among USCG responders.

METHODS

We used latent class analysis based on six indicator variables reflecting different aspects of the responders' experiences: exposure to oil, exposure to engine exhaust fumes or carbon monoxide, hand sanitizer use, sunblock use, mosquito bites, and level of anxiety. We validated our interpretation of these latent classes using ancillary variables.

RESULTS

The model distinguished four distinct exposure profiles, which we interpreted as "low overall exposure" (prevalence estimate = 0.18), "low crude oil/exhaust and moderate time outdoors/anxiety (prevalence estimate = 0.18), "high crude oil/exhaust and moderate time outdoors/anxiety" (prevalence estimate = 0.25), and "high overall exposure" (prevalence estimate = 0.38). The validation analysis was consistent with our interpretation of the latent classes.

CONCLUSIONS

The exposure patterns identified in this analysis can help inform future studies of the health impacts of exposure mixtures among USCG oil spill responders.

摘要

背景

“深水地平线”漏油事件是一场环境危机,包括美国海岸警卫队(USCG)在内的多个组织提供了应急响应服务。一组5665名美国海岸警卫队漏油事件应急人员完成了部署后调查,收集了包括与漏油相关的暴露和经历等各种主题的信息。我们的目标是确定美国海岸警卫队应急人员中最常见的暴露模式。

方法

我们基于反映应急人员经历不同方面的六个指标变量进行潜在类别分析:接触油污、接触发动机废气或一氧化碳、使用洗手液、使用防晒霜、被蚊子叮咬以及焦虑程度。我们使用辅助变量验证了对这些潜在类别的解释。

结果

该模型区分出四种不同的暴露概况,我们将其解释为“总体低暴露”(患病率估计值 = 0.18)、“低原油/废气暴露且户外活动时间和焦虑程度中等”(患病率估计值 = 0.18)、“高原油/废气暴露且户外活动时间和焦虑程度中等”(患病率估计值 = 0.25)以及“总体高暴露”(患病率估计值 = 0.38)。验证分析与我们对潜在类别的解释一致。

结论

本分析中确定的暴露模式可为未来关于美国海岸警卫队漏油事件应急人员暴露混合物对健康影响的研究提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/98e2/9187181/6f45a61bbd9d/ee9-6-e211-g001.jpg

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