• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

在具有商业健康保险的患者大型医疗保健索赔数据库中观察到的与热相关的健康风险关联的泛化性。

Generalizability of Heat-related Health Risk Associations Observed in a Large Healthcare Claims Database of Patients with Commercial Health Insurance.

机构信息

From the Department of Environmental Health, Boston University.

Department of Earth and Environment, Boston University.

出版信息

Epidemiology. 2024 Nov 1;35(6):844-852. doi: 10.1097/EDE.0000000000001781. Epub 2024 Aug 9.

DOI:10.1097/EDE.0000000000001781
PMID:39120949
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7616519/
Abstract

BACKGROUND

Extreme ambient heat is unambiguously associated with a higher risk of illness and death. The Optum Labs Data Warehouse (OLDW), a database of medical claims from US-based patients with commercial or Medicare Advantage health insurance, has been used to quantify heat-related health impacts. Whether results for the insured subpopulation are generalizable to the broader population has, to our knowledge, not been documented. We sought to address this question, for the US population in California from 2012 to 2019.

METHODS

We examined changes in daily rates of emergency department encounters and in-patient hospitalization encounters for all-causes, heat-related outcomes, renal disease, mental/behavioral disorders, cardiovascular disease, and respiratory disease. OLDW was the source of health data for insured individuals in California, and health data for the broader population were gathered from the California Department of Health Care Access and Information. We defined extreme heat exposure as any day in a group of 2 or more days with maximum temperatures exceeding the county-specific 97.5th percentile and used a space-time-stratified case-crossover design to assess and compare the impacts of heat on health.

RESULTS

Average incidence rates of medical encounters differed by dataset. However, rate ratios for emergency department encounters were similar across datasets for all causes [ratio of incidence rate ratios (rIRR) = 0.989; 95% confidence interval (CI) = 0.969, 1.009], heat-related causes (rIRR = 1.080; 95% CI = 0.999, 1.168), renal disease (rIRR = 0.963; 95% CI = 0.718, 1.292), and mental health disorders (rIRR = 1.098; 95% CI = 1.004, 1.201). Rate ratios for inpatient encounters were also similar.

CONCLUSIONS

This work presents evidence that OLDW can continue to be a resource for estimating the health impacts of extreme heat.

摘要

背景

极端环境热明确与更高的疾病和死亡风险相关。Optum Labs 数据仓库(OLDW)是一个来自美国有商业或医疗保险优势健康保险的患者的医疗索赔数据库,已被用于量化与热相关的健康影响。据我们所知,参保人群的结果是否可推广到更广泛的人群尚未有记录。我们试图解决这个问题,针对的是 2012 年至 2019 年期间美国加利福尼亚州的人口。

方法

我们检查了所有原因、与热相关的结果、肾脏疾病、精神/行为障碍、心血管疾病和呼吸道疾病的急诊和住院治疗的每日发生率的变化。OLDW 是加利福尼亚州参保个人的健康数据来源,更广泛人群的健康数据来自加利福尼亚州医疗保健获取和信息部。我们将极端热暴露定义为任何一组 2 天或更多天中最高温度超过县特定的第 97.5 百分位数的日子,并使用时空分层病例交叉设计来评估和比较热对健康的影响。

结果

医疗遭遇的平均发生率因数据集而异。然而,急诊遭遇的发生率比在所有原因(发生率比 (rIRR) = 0.989;95%置信区间 [CI] = 0.969,1.009)、与热相关的原因(rIRR = 1.080;95% CI = 0.999,1.168)、肾脏疾病(rIRR = 0.963;95% CI = 0.718,1.292)和心理健康障碍(rIRR = 1.098;95% CI = 1.004,1.201)方面,数据集之间的比值相似。住院遭遇的发生率比也相似。

结论

这项工作提供了证据表明 OLDW 可以继续成为估计极端热对健康影响的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41e1/11444355/93a225e0defe/ede-35-844-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41e1/11444355/93a225e0defe/ede-35-844-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/41e1/11444355/93a225e0defe/ede-35-844-g001.jpg

相似文献

1
Generalizability of Heat-related Health Risk Associations Observed in a Large Healthcare Claims Database of Patients with Commercial Health Insurance.在具有商业健康保险的患者大型医疗保健索赔数据库中观察到的与热相关的健康风险关联的泛化性。
Epidemiology. 2024 Nov 1;35(6):844-852. doi: 10.1097/EDE.0000000000001781. Epub 2024 Aug 9.
2
Ambient heat and risks of emergency department visits among adults in the United States: time stratified case crossover study.美国成年人环境热与急诊科就诊风险:时间分层病例交叉研究。
BMJ. 2021 Nov 24;375:e065653. doi: 10.1136/bmj-2021-065653.
3
Association Between Ambient Heat and Risk of Emergency Department Visits for Mental Health Among US Adults, 2010 to 2019.环境热与美国成年人心理健康急诊就诊风险的关联,2010 年至 2019 年。
JAMA Psychiatry. 2022 Apr 1;79(4):341-349. doi: 10.1001/jamapsychiatry.2021.4369.
4
Spatial Variation in the Association between Extreme Heat Events and Warm Season Pediatric Acute Care Utilization: A Small-Area Assessment of Multiple Health Conditions and Environmental Justice Implications in California (2005-2019).极端高温事件与暖季儿科急性护理利用之间关联的空间变异:加利福尼亚州多种健康状况及环境正义影响的小区域评估(2005 - 2019年)
Environ Health Perspect. 2025 Jan;133(1):17010. doi: 10.1289/EHP14236. Epub 2025 Jan 30.
5
Healthcare resource utilization and costs associated with hepatitis A in the United States: a retrospective database analysis.美国甲型肝炎相关的医疗资源利用和成本:一项回顾性数据库分析。
J Med Econ. 2024 Jan-Dec;27(1):1046-1052. doi: 10.1080/13696998.2024.2384263. Epub 2024 Aug 6.
6
Double disparities of the excess risks and costs of extreme temperatures on hospitalization between Medical Aid and non-Medical Aid populations in South Korea.韩国医疗救助人群与非医疗救助人群在极端温度对住院影响方面的超额风险和成本的双重差异。
Int J Epidemiol. 2025 Feb 16;54(2). doi: 10.1093/ije/dyaf027.
7
The San Diego 2007 wildfires and Medi-Cal emergency department presentations, inpatient hospitalizations, and outpatient visits: An observational study of smoke exposure periods and a bidirectional case-crossover analysis.圣地亚哥 2007 年野火事件与加州医疗补助计划急诊就诊、住院和门诊就诊:暴露于烟雾期的观察性研究和双向病例交叉分析。
PLoS Med. 2018 Jul 10;15(7):e1002601. doi: 10.1371/journal.pmed.1002601. eCollection 2018 Jul.
8
The health impacts of heat waves in five regions of New South Wales, Australia: a case-only analysis.澳大利亚新南威尔士州五个地区热浪对健康的影响:病例对照分析。
Int Arch Occup Environ Health. 2010 Oct;83(7):833-42. doi: 10.1007/s00420-010-0534-2. Epub 2010 May 13.
9
Estimating policy-relevant health effects of ambient heat exposures using spatially contiguous reanalysis data.利用空间连续再分析数据估算环境热暴露对健康的政策相关影响。
Environ Health. 2019 Apr 18;18(1):35. doi: 10.1186/s12940-019-0467-5.
10
Heat and hospital admission via the emergency department for people with intellectual disability, autism, and mental disorders in South Korea: a nationwide, time-stratified, case-crossover study.韩国智障、自闭症和精神障碍患者因高温而经由急诊入院的情况:一项全国性、时间分层、病例交叉研究。
Lancet Psychiatry. 2024 May;11(5):359-367. doi: 10.1016/S2215-0366(24)00067-1.

本文引用的文献

1
Space-Time-Stratified Case-Crossover Design in Environmental Epidemiology Study.环境流行病学研究中的时空分层病例交叉设计。
Health Data Sci. 2021 Oct 7;2021:9870798. doi: 10.34133/2021/9870798. eCollection 2021.
2
Association Between the 2021 Heat Wave in Portland, Oregon, and Seattle, Washington, and Emergency Department Visits.俄勒冈州波特兰市和华盛顿州西雅图市2021年热浪与急诊科就诊之间的关联
JAMA. 2022 Dec 20;328(23):2360-2362. doi: 10.1001/jama.2022.20665.
3
Warm-season temperatures and emergency department visits among children with health insurance.
有医疗保险儿童的暖季气温与急诊科就诊情况
Environ Res Health. 2023 Mar 1;1(1):015002. doi: 10.1088/2752-5309/ac78fa. Epub 2022 Nov 1.
4
City-level impact of extreme temperatures and mortality in Latin America.拉丁美洲极端温度与死亡率的城市层面影响
Nat Med. 2022 Aug;28(8):1700-1705. doi: 10.1038/s41591-022-01872-6. Epub 2022 Jun 27.
5
Changes in incidence rates of outcomes of interest in vaccine safety studies during the COVID-19 pandemic.在 COVID-19 大流行期间,疫苗安全研究中关注结局的发生率变化。
Vaccine. 2022 May 20;40(23):3150-3158. doi: 10.1016/j.vaccine.2022.04.037. Epub 2022 Apr 18.
6
Association Between Ambient Heat and Risk of Emergency Department Visits for Mental Health Among US Adults, 2010 to 2019.环境热与美国成年人心理健康急诊就诊风险的关联,2010 年至 2019 年。
JAMA Psychiatry. 2022 Apr 1;79(4):341-349. doi: 10.1001/jamapsychiatry.2021.4369.
7
Warm Season and Emergency Department Visits to U.S. Children's Hospitals.暖季与美国儿童医院急诊就诊
Environ Health Perspect. 2022 Jan;130(1):17001. doi: 10.1289/EHP8083. Epub 2022 Jan 19.
8
Trends in US Ambulatory Care Patterns During the COVID-19 Pandemic, 2019-2021.美国在 COVID-19 大流行期间的 2019-2021 年门诊护理模式的变化趋势。
JAMA. 2022 Jan 18;327(3):237-247. doi: 10.1001/jama.2021.24294.
9
Ambient heat and risks of emergency department visits among adults in the United States: time stratified case crossover study.美国成年人环境热与急诊科就诊风险:时间分层病例交叉研究。
BMJ. 2021 Nov 24;375:e065653. doi: 10.1136/bmj-2021-065653.
10
Heat warnings, mortality, and hospital admissions among older adults in the United States.美国老年人的高温警报、死亡率和住院人数。
Environ Int. 2021 Dec;157:106834. doi: 10.1016/j.envint.2021.106834. Epub 2021 Aug 27.