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COVID-19 风险因素在 14786 名养老院居民中:一项观察性纵向分析,包括 2020 年 9 月 1 日至 2021 年 5 月 1 日期间在威尔士(英国)的 COVID-19 每日社区阳性检测率、住院和疫苗接种状况。

COVID-19 risk factors amongst 14,786 care home residents: an observational longitudinal analysis including daily community positive test rates of COVID-19, hospital stays and vaccination status in Wales (UK) between 1 September 2020 and 1 May 2021.

机构信息

Swansea University, Wales, UK.

Population Data Science, Swansea University, Wales, UK.

出版信息

Age Ageing. 2022 May 1;51(5). doi: 10.1093/ageing/afac084.

Abstract

BACKGROUND

COVID-19 vaccinations have been prioritised for high risk individuals.

AIM

Determine individual-level risk factors for care home residents testing positive for SARS-CoV-2.

STUDY DESIGN

Longitudinal observational cohort study using individual-level linked data from the Secure Anonymised Information Linkage (SAIL) databank.

SETTING

Fourteen thousand seven hundred and eighty-six older care home residents (aged 65+) living in Wales between 1 September 2020 and 1 May 2021. Our dataset consisted of 2,613,341 individual-level daily observations within 697 care homes.

METHODS

We estimated odds ratios (ORs [95% confidence interval]) using multilevel logistic regression models. Our outcome of interest was a positive SARS-CoV-2 PCR test. We included time-dependent covariates for the estimated community positive test rate of COVID-19, hospital inpatient status, vaccination status and frailty. Additional covariates were included for age, sex and specialist care home services.

RESULTS

The multivariable regression model indicated an increase in age (OR 1.01 [1.00,1.01] per year), community positive test rate (OR 1.13 [1.12,1.13] per percent increase), hospital inpatients (OR 7.40 [6.54,8.36]), and residents in care homes with non-specialist dementia care (OR 1.42 [1.01,1.99]) had an increased odds of a positive test. Having a positive test prior to the observation period (OR 0.58 [0.49,0.68]) and either one or two doses of a vaccine (0.21 [0.17,0.25] and 0.05 [0.02,0.09], respectively) were associated with a decreased odds.

CONCLUSIONS

Care providers need to remain vigilant despite the vaccination rollout, and extra precautions should be taken when caring for the most vulnerable. Minimising potential COVID-19 infection for care home residents when admitted to hospital should be prioritised.

摘要

背景

COVID-19 疫苗接种已优先为高风险人群接种。

目的

确定检测出 SARS-CoV-2 呈阳性的养老院居民的个体风险因素。

研究设计

使用来自 Secure Anonymised Information Linkage(SAIL)数据库的个体层面链接数据的纵向观察队列研究。

设置

2020 年 9 月 1 日至 2021 年 5 月 1 日期间,居住在威尔士的 14786 名 65 岁以上的老年养老院居民。我们的数据集由 697 家养老院的 2613341 个个体层面每日观察值组成。

方法

我们使用多水平逻辑回归模型估计优势比(OR [95%置信区间])。我们感兴趣的结果是 SARS-CoV-2 PCR 检测呈阳性。我们包括了 COVID-19 社区阳性检测率、住院患者状态、疫苗接种状态和脆弱性的时间依赖性协变量。还包括了年龄、性别和专科养老院服务的附加协变量。

结果

多变量回归模型表明,年龄(每年增加 1.01 [1.00,1.01])、社区阳性检测率(每增加 1%,增加 1.13 [1.12,1.13])、住院患者(增加 7.40 [6.54,8.36])以及非专科痴呆护理养老院居民(增加 1.42 [1.01,1.99])的增加,检测呈阳性的几率增加。在观察期之前进行过阳性检测(OR 0.58 [0.49,0.68])和接种一剂或两剂疫苗(分别为 0.21 [0.17,0.25]和 0.05 [0.02,0.09])与降低的几率相关。

结论

尽管疫苗接种工作已经展开,但护理提供者仍需保持警惕,应特别注意照顾最脆弱的人群。应优先考虑当养老院居民因入院而感染 COVID-19 时的潜在感染。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/614b/9070807/d6744d23d6bd/afac084f1.jpg

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