Swansea University, Wales, UK.
Population Data Science, Swansea University, Wales, UK.
Age Ageing. 2022 May 1;51(5). doi: 10.1093/ageing/afac084.
COVID-19 vaccinations have been prioritised for high risk individuals.
Determine individual-level risk factors for care home residents testing positive for SARS-CoV-2.
Longitudinal observational cohort study using individual-level linked data from the Secure Anonymised Information Linkage (SAIL) databank.
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.
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.
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.
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.
COVID-19 疫苗接种已优先为高风险人群接种。
确定检测出 SARS-CoV-2 呈阳性的养老院居民的个体风险因素。
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。
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。
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。
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。
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。