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苏格兰多重剥夺指数 (SIMD) 指标对苏格兰洛锡安区 COVID-19 患者住院死亡率的预测作用:一项队列研究。

Scottish Index of Multiple Deprivation (SIMD) indicators as predictors of mortality among patients hospitalised with COVID-19 disease in the Lothian Region, Scotland during the first wave: a cohort study.

机构信息

Clinical Infection Research Group, NHS Lothian Infection Service, Western General Hospital, Edinburgh, UK.

London School of Hygiene and Tropical Medicine, London, UK.

出版信息

Int J Equity Health. 2023 Oct 5;22(1):205. doi: 10.1186/s12939-023-02017-y.

Abstract

BACKGROUND

Sars-CoV-2, the causative agent of COVID-19, has led to more than 226,000 deaths in the UK and multiple risk factors for mortality including age, sex and deprivation have been identified. This study aimed to identify which individual indicators of the Scottish Index of Multiple Deprivation (SIMD), an area-based deprivation index, were predictive of mortality.

METHODS

This was a prospective cohort study of anonymised electronic health records of 710 consecutive patients hospitalised with Covid-19 disease between March and June 2020 in the Lothian Region of Southeast Scotland. Data sources included automatically extracted data from national electronic platforms and manually extracted data from individual admission records. Exposure variables of interest were SIMD quintiles and 12 indicators of deprivation deemed clinically relevant selected from the SIMD. Our primary outcome was mortality. Age and sex adjusted univariable and multivariable analyses were used to determine measures of association between exposures of interest and the primary outcome.

RESULTS

After adjusting for age and sex, we found an increased risk of mortality in the more deprived SIMD quintiles 1 and 3 (OR 1.75, CI 0.99-3.08, p = 0.053 and OR 2.17, CI 1.22-3.86, p = 0.009, respectively), but this association was not upheld in our multivariable model containing age, sex, Performance Status and clinical parameters of severity at admission. Of the 12 pre-selected indicators of deprivation, two were associated with greater mortality in our multivariable analysis: income deprivation rate categorised by quartile (Q4 (most deprived): 2.11 (1.20-3.77) p = 0.011)) and greater than expected hospitalisations due to alcohol per SIMD data zone (1.96 (1.28-3.00) p = 0.002)).

CONCLUSIONS

SIMD as an aggregate measure of deprivation was not predictive of mortality in our cohort when other exposure measures were accounted for. However, we identified a two-fold increased risk of mortality in patients residing in areas with greater income-deprivation and/or number of hospitalisations due to alcohol. In areas where aggregate measures fail to capture pockets of deprivation, exploring the impact of specific SIMD indicators may be helpful in targeting resources to residents at risk of poorer outcomes from Covid-19.

摘要

背景

导致 COVID-19 的 SARS-CoV-2 已在英国导致超过 22.6 万人死亡,并且已经确定了多种死亡风险因素,包括年龄、性别和贫困。本研究旨在确定苏格兰多重剥夺指数(SIMD)的个体指标中哪些可预测死亡率。

方法

这是一项针对 2020 年 3 月至 6 月在苏格兰东南部洛锡安区因 COVID-19 住院的 710 例连续患者的匿名电子健康记录的前瞻性队列研究。数据来源包括来自国家电子平台的自动提取数据和来自个别入院记录的手动提取数据。感兴趣的暴露变量是 SIMD 五分位数和从 SIMD 中选择的 12 个认为与临床相关的贫困指标。我们的主要结局是死亡率。使用年龄和性别调整的单变量和多变量分析来确定暴露于感兴趣的暴露因素与主要结局之间的关联程度。

结果

在调整年龄和性别后,我们发现处于较贫困的 SIMD 五分位数 1 和 3 的患者死亡率风险增加(OR 1.75,95%CI 0.99-3.08,p=0.053 和 OR 2.17,95%CI 1.22-3.86,p=0.009),但这种关联在我们包含年龄、性别、表现状态和入院时严重程度临床参数的多变量模型中并未得到证实。在 12 个预先选择的贫困指标中,有两个在我们的多变量分析中与更高的死亡率相关:按四分位数分类的收入剥夺率(Q4(最贫困):2.11(1.20-3.77),p=0.011))和因酒精导致的 SIMD 数据区住院人数超过预期(1.96(1.28-3.00),p=0.002))。

结论

在考虑其他暴露因素时,SIMD 作为贫困的综合衡量标准并不能预测我们队列的死亡率。然而,我们发现居住在收入剥夺程度较高和/或因酒精住院人数较多的地区的患者死亡风险增加了一倍。在综合措施未能捕捉贫困点的地区,探索特定 SIMD 指标的影响可能有助于将资源瞄准 COVID-19 预后较差的居民。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c44f/10552319/fcda584e37dc/12939_2023_2017_Fig1_HTML.jpg

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