• 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

与英国医疗保健工作者多民族队列中 SARS-CoV-2 感染相关的风险因素(UK-REACH):一项横断面分析。

Risk factors associated with SARS-CoV-2 infection in a multiethnic cohort of United Kingdom healthcare workers (UK-REACH): A cross-sectional analysis.

机构信息

Department of Respiratory Sciences, University of Leicester, Leicester, United Kingdom.

Department of Infection and HIV Medicine, University Hospitals of Leicester NHS Trust, Leicester, United Kingdom.

出版信息

PLoS Med. 2022 May 26;19(5):e1004015. doi: 10.1371/journal.pmed.1004015. eCollection 2022 May.

DOI:10.1371/journal.pmed.1004015
PMID:35617423
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9187071/
Abstract

BACKGROUND

Healthcare workers (HCWs), particularly those from ethnic minority groups, have been shown to be at disproportionately higher risk of infection with Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) compared to the general population. However, there is insufficient evidence on how demographic and occupational factors influence infection risk among ethnic minority HCWs.

METHODS AND FINDINGS

We conducted a cross-sectional analysis using data from the baseline questionnaire of the United Kingdom Research study into Ethnicity and Coronavirus Disease 2019 (COVID-19) Outcomes in Healthcare workers (UK-REACH) cohort study, administered between December 2020 and March 2021. We used logistic regression to examine associations of demographic, household, and occupational risk factors with SARS-CoV-2 infection (defined by polymerase chain reaction (PCR), serology, or suspected COVID-19) in a diverse group of HCWs. The primary exposure of interest was self-reported ethnicity. Among 10,772 HCWs who worked during the first UK national lockdown in March 2020, the median age was 45 (interquartile range [IQR] 35 to 54), 75.1% were female and 29.6% were from ethnic minority groups. A total of 2,496 (23.2%) reported previous SARS-CoV-2 infection. The fully adjusted model contained the following dependent variables: demographic factors (age, sex, ethnicity, migration status, deprivation, religiosity), household factors (living with key workers, shared spaces in accommodation, number of people in household), health factors (presence/absence of diabetes or immunosuppression, smoking history, shielding status, SARS-CoV-2 vaccination status), the extent of social mixing outside of the household, and occupational factors (job role, the area in which a participant worked, use of public transport to work, exposure to confirmed suspected COVID-19 patients, personal protective equipment [PPE] access, aerosol generating procedure exposure, night shift pattern, and the UK region of workplace). After adjustment, demographic and household factors associated with increased odds of infection included younger age, living with other key workers, and higher religiosity. Important occupational risk factors associated with increased odds of infection included attending to a higher number of COVID-19 positive patients (aOR 2.59, 95% CI 2.11 to 3.18 for ≥21 patients per week versus none), working in a nursing or midwifery role (1.30, 1.11 to 1.53, compared to doctors), reporting a lack of access to PPE (1.29, 1.17 to 1.43), and working in an ambulance (2.00, 1.56 to 2.58) or hospital inpatient setting (1.55, 1.38 to 1.75). Those who worked in intensive care units were less likely to have been infected (0.76, 0.64 to 0.92) than those who did not. Black HCWs were more likely to have been infected than their White colleagues, an effect which attenuated after adjustment for other known risk factors. This study is limited by self-selection bias and the cross sectional nature of the study means we cannot infer the direction of causality.

CONCLUSIONS

We identified key sociodemographic and occupational risk factors associated with SARS-CoV-2 infection among UK HCWs, and have determined factors that might contribute to a disproportionate odds of infection in HCWs from Black ethnic groups. These findings demonstrate the importance of social and occupational factors in driving ethnic disparities in COVID-19 outcomes, and should inform policies, including targeted vaccination strategies and risk assessments aimed at protecting HCWs in future waves of the COVID-19 pandemic.

TRIAL REGISTRATION

The study was prospectively registered at ISRCTN (reference number: ISRCTN11811602).

摘要

背景

与一般人群相比,医疗工作者(HCWs),尤其是少数民族群体,感染严重急性呼吸综合征冠状病毒 2 (SARS-CoV-2)的风险更高。然而,关于人口统计学和职业因素如何影响少数民族 HCWs 的感染风险的证据不足。

方法和发现

我们使用英国研究种族和 2019 年冠状病毒疾病(COVID-19)在医疗保健工作者中的结果(UK-REACH)队列研究的基线问卷数据进行了横断面分析,该研究于 2020 年 12 月至 2021 年 3 月之间进行。我们使用逻辑回归来检查人口统计学、家庭和职业危险因素与 SARS-CoV-2 感染(通过聚合酶链反应(PCR)、血清学或疑似 COVID-19 定义)之间的关联,这是一组多样化的 HCWs。主要暴露因素是自我报告的种族。在 2020 年 3 月英国第一次全国封锁期间工作的 10772 名 HCWs 中,中位数年龄为 45 岁(四分位距[IQR] 35 至 54),75.1%为女性,29.6%来自少数民族群体。共有 2496 人(23.2%)报告了以前的 SARS-CoV-2 感染。完全调整后的模型包含以下因变量:人口统计学因素(年龄、性别、种族、移民状况、贫困、宗教信仰)、家庭因素(与关键工作者同住、住宿空间共享、家庭人数)、健康因素(是否存在糖尿病或免疫抑制、吸烟史、是否被隔离、SARS-CoV-2 疫苗接种状况)、家庭外社交混合程度以及职业因素(工作角色、参与者工作的区域、使用公共交通工具上班、接触确诊的疑似 COVID-19 患者、个人防护设备[PPE]的使用情况、气溶胶产生程序的暴露、夜班模式以及工作场所所在的英国地区)。调整后,与感染几率增加相关的人口统计学和家庭因素包括年龄较小、与其他关键工作者同住以及宗教信仰更高。与感染几率增加相关的重要职业危险因素包括照顾更多 COVID-19 阳性患者(每周≥21 名患者的比值比[OR]为 2.59,95%置信区间[CI]为 2.11 至 3.18,而无患者)、从事护理或助产工作(1.30,1.11 至 1.53,与医生相比)、报告缺乏 PPE (1.29,1.17 至 1.43)、在救护车(2.00,1.56 至 2.58)或医院住院环境(1.55,1.38 至 1.75)工作。与未感染者相比,在重症监护病房工作的 HCWs 感染的可能性较低(0.76,0.64 至 0.92)。黑人 HCWs 比白人同事更有可能感染,这种影响在调整其他已知危险因素后减弱。本研究受到自我选择偏倚的限制,且研究的横断面性质意味着我们无法推断因果关系的方向。

结论

我们确定了与英国 HCWs 中 SARS-CoV-2 感染相关的关键社会人口统计学和职业危险因素,并确定了可能导致黑人族裔 HCWs 感染几率不成比例的因素。这些发现表明,社会和职业因素在推动 COVID-19 结果的种族差异方面的重要性,并应指导政策,包括有针对性的疫苗接种策略和风险评估,以保护未来 COVID-19 大流行中的 HCWs。

试验注册

该研究在 ISRCTN(参考号:ISRCTN82536652)进行了前瞻性注册。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b041/9187071/c8d4e752e9d2/pmed.1004015.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b041/9187071/8814232df4d5/pmed.1004015.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b041/9187071/c8d4e752e9d2/pmed.1004015.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b041/9187071/8814232df4d5/pmed.1004015.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b041/9187071/c8d4e752e9d2/pmed.1004015.g002.jpg

相似文献

1
Risk factors associated with SARS-CoV-2 infection in a multiethnic cohort of United Kingdom healthcare workers (UK-REACH): A cross-sectional analysis.与英国医疗保健工作者多民族队列中 SARS-CoV-2 感染相关的风险因素(UK-REACH):一项横断面分析。
PLoS Med. 2022 May 26;19(5):e1004015. doi: 10.1371/journal.pmed.1004015. eCollection 2022 May.
2
SARS-CoV-2 vaccine uptake in a multi-ethnic UK healthcare workforce: A cross-sectional study.在多民族的英国医疗保健工作者中,对 SARS-CoV-2 疫苗的接种情况:一项横断面研究。
PLoS Med. 2021 Nov 5;18(11):e1003823. doi: 10.1371/journal.pmed.1003823. eCollection 2021 Nov.
3
Access to personal protective equipment in healthcare workers during the COVID-19 pandemic in the United Kingdom: results from a nationwide cohort study (UK-REACH).在英国 COVID-19 大流行期间医护人员个人防护设备的获取情况:一项全国范围队列研究(UK-REACH)的结果。
BMC Health Serv Res. 2022 Jul 5;22(1):867. doi: 10.1186/s12913-022-08202-z.
4
Coverage, completion and outcomes of COVID-19 risk assessments in a multi-ethnic nationwide cohort of UK healthcare workers: a cross-sectional analysis from the UK-REACH Study.在英国多民族全国医护人员队列中进行的 COVID-19 风险评估的覆盖范围、完成情况和结果:来自英国 REACH 研究的一项横断面分析。
Occup Environ Med. 2023 Jul;80(7):399-406. doi: 10.1136/oemed-2022-108700. Epub 2023 May 23.
5
Risk of SARS-CoV-2 infection before and after the Omicron wave in a cohort of healthcare workers in Ontario, Canada.加拿大安大略省一组医护人员在奥密克戎毒株浪潮前后感染新冠病毒的风险。
BMC Infect Dis. 2025 Feb 7;25(1):183. doi: 10.1186/s12879-025-10580-8.
6
Quantification of Occupational and Community Risk Factors for SARS-CoV-2 Seropositivity Among Health Care Workers in a Large U.S. Health Care System.量化大型美国医疗保健系统中卫生保健工作者 SARS-CoV-2 血清阳性的职业和社区风险因素。
Ann Intern Med. 2021 May;174(5):649-654. doi: 10.7326/M20-7145. Epub 2021 Jan 29.
7
Demographic, behavioural and occupational risk factors associated with SARS-CoV-2 infection in UK healthcare workers: a retrospective observational study.与英国医护人员 SARS-CoV-2 感染相关的人口统计学、行为和职业风险因素:一项回顾性观察研究。
BMJ Open. 2022 Nov 7;12(11):e063159. doi: 10.1136/bmjopen-2022-063159.
8
Hesitancy for receiving regular SARS-CoV-2 vaccination in UK healthcare workers: a cross-sectional analysis from the UK-REACH study.英国医护人员对接种常规 SARS-CoV-2 疫苗的犹豫:来自 UK-REACH 研究的横断面分析。
BMC Med. 2022 Oct 10;20(1):386. doi: 10.1186/s12916-022-02588-7.
9
Prevalence of and factors associated with long COVID among diverse healthcare workers in the UK: a cross-sectional analysis of a nationwide study (UK-REACH).英国不同医护人员中长新冠的患病率及相关因素:一项全国性研究(UK-REACH)的横断面分析
BMJ Open. 2025 Jan 6;15(1):e086578. doi: 10.1136/bmjopen-2024-086578.
10
The United Kingdom Research study into Ethnicity And COVID-19 outcomes in Healthcare workers (UK-REACH): protocol for a prospective longitudinal cohort study of healthcare and ancillary workers in UK healthcare settings.英国研究种族与医疗保健工作者 COVID-19 结局(UK-REACH):一项针对英国医疗保健环境中医疗和辅助工作者的前瞻性纵向队列研究的方案。
BMJ Open. 2021 Sep 17;11(9):e050647. doi: 10.1136/bmjopen-2021-050647.

引用本文的文献

1
Risk of SARS-CoV-2 Reinfections Among Healthcare Workers of Four Large University Hospitals in Northern Italy: Results of an Online Survey Within the ORCHESTRA Project.意大利北部四家大型大学医院医护人员中再次感染新冠病毒的风险:ORCHESTRA项目中的一项在线调查结果
Vaccines (Basel). 2025 Jul 31;13(8):815. doi: 10.3390/vaccines13080815.
2
SCORE: Serologic evidence of COVID-19 and social and occupational contacts in healthcare workers in long-term care and acute care facilities in Southeastern Ontario (SCORE).SCORE:安大略省东南部长期护理和急症护理机构医护人员中COVID-19的血清学证据以及社交和职业接触情况(SCORE)。
PLoS One. 2025 Aug 13;20(8):e0303813. doi: 10.1371/journal.pone.0303813. eCollection 2025.
3

本文引用的文献

1
Access to personal protective equipment in healthcare workers during the COVID-19 pandemic in the United Kingdom: results from a nationwide cohort study (UK-REACH).在英国 COVID-19 大流行期间医护人员个人防护设备的获取情况:一项全国范围队列研究(UK-REACH)的结果。
BMC Health Serv Res. 2022 Jul 5;22(1):867. doi: 10.1186/s12913-022-08202-z.
2
Characterising within-hospitalSARS-CoV-2 transmission events using epidemiological and viral genomic data across two pandemic waves.利用两波大流行期间的流行病学和病毒基因组数据描绘医院内 SARS-CoV-2 传播事件。
Nat Commun. 2022 Feb 3;13(1):671. doi: 10.1038/s41467-022-28291-y.
3
Age-associated changes in the heart: implications for COVID-19 therapies.
心脏的年龄相关变化:对COVID-19治疗的影响。
Aging (Albany NY). 2025 May 13;17(5):1340-1367. doi: 10.18632/aging.206251.
4
Night-shift work and susceptibility to infectious diseases: a systematic review and meta-analysis.夜班工作与传染病易感性:一项系统综述和荟萃分析
Scand J Work Environ Health. 2025 Jul 1;51(4):298-311. doi: 10.5271/sjweh.4225. Epub 2025 Apr 6.
5
Neighbourhood immigrant density and COVID-19 infection and hospitalisation among healthcare workers in Sweden: a register-based observational study.瑞典医护人员所在社区的移民密度与新冠病毒感染及住院情况:一项基于登记数据的观察性研究
BMJ Public Health. 2025 Feb 26;3(1):e001501. doi: 10.1136/bmjph-2024-001501. eCollection 2025 Jan.
6
SARS-CoV-2 infection rates and associated risk factors in healthcare workers: systematic review and meta-analysis.医护人员中新型冠状病毒2型感染率及相关危险因素:系统评价与荟萃分析
Sci Rep. 2025 Feb 8;15(1):4705. doi: 10.1038/s41598-025-89472-5.
7
COVID-19 among migrants, refugees, and internally displaced persons: systematic review, meta-analysis and qualitative synthesis of the global empirical literature.移民、难民和境内流离失所者中的2019冠状病毒病:全球实证文献的系统评价、荟萃分析和定性综合
EClinicalMedicine. 2024 Jul 10;74:102698. doi: 10.1016/j.eclinm.2024.102698. eCollection 2024 Aug.
8
Estimation of vaccine effectiveness against SARS-CoV-2-associated hospitalization using sentinel surveillance in South Africa.利用南非哨兵监测估算针对与 SARS-CoV-2 相关住院的疫苗有效性。
Int J Epidemiol. 2024 Aug 14;53(5). doi: 10.1093/ije/dyae116.
9
Epidemiology, risk factors, and vaccine effectiveness for SARS-CoV-2 infection among healthcare workers during the omicron pandemic in Shanghai, China.中国上海奥密克戎大流行期间医护人员感染新冠病毒的流行病学、风险因素及疫苗有效性
Heliyon. 2024 May 29;10(11):e32182. doi: 10.1016/j.heliyon.2024.e32182. eCollection 2024 Jun 15.
10
Discrimination, disadvantage and disempowerment during COVID-19: a qualitative intrasectional analysis of the lived experiences of an ethnically diverse healthcare workforce in the United Kingdom.在 COVID-19 期间的歧视、劣势和无权:对英国种族多样化医疗保健工作者生活经历的定性交叉分析。
Int J Equity Health. 2024 May 23;23(1):105. doi: 10.1186/s12939-024-02198-0.
Covid-19 and ethnicity: we must seek to understand the drivers of higher transmission.
新冠病毒与种族:我们必须设法了解传播率较高的驱动因素。
BMJ. 2021 Nov 5;375:n2709. doi: 10.1136/bmj.n2709.
4
SARS-CoV-2 vaccine uptake in a multi-ethnic UK healthcare workforce: A cross-sectional study.在多民族的英国医疗保健工作者中,对 SARS-CoV-2 疫苗的接种情况:一项横断面研究。
PLoS Med. 2021 Nov 5;18(11):e1003823. doi: 10.1371/journal.pmed.1003823. eCollection 2021 Nov.
5
Aerosol emission from the respiratory tract: an analysis of aerosol generation from oxygen delivery systems.呼吸道气溶胶排放:供氧系统气溶胶产生分析。
Thorax. 2022 Mar;77(3):276-282. doi: 10.1136/thoraxjnl-2021-217577. Epub 2021 Nov 4.
6
Transmission of community- and hospital-acquired SARS-CoV-2 in hospital settings in the UK: A cohort study.英国医院环境中社区获得性和医院获得性 SARS-CoV-2 的传播:一项队列研究。
PLoS Med. 2021 Oct 12;18(10):e1003816. doi: 10.1371/journal.pmed.1003816. eCollection 2021 Oct.
7
The United Kingdom Research study into Ethnicity And COVID-19 outcomes in Healthcare workers (UK-REACH): protocol for a prospective longitudinal cohort study of healthcare and ancillary workers in UK healthcare settings.英国研究种族与医疗保健工作者 COVID-19 结局(UK-REACH):一项针对英国医疗保健环境中医疗和辅助工作者的前瞻性纵向队列研究的方案。
BMJ Open. 2021 Sep 17;11(9):e050647. doi: 10.1136/bmjopen-2021-050647.
8
Ethnic disparities in COVID-19: increased risk of infection or severe disease?新冠疫情中的种族差异:感染或重症风险增加?
Lancet. 2021 Jul 31;398(10298):389-390. doi: 10.1016/S0140-6736(21)01428-8.
9
Ethnic differences in SARS-CoV-2 vaccine hesitancy in United Kingdom healthcare workers: Results from the UK-REACH prospective nationwide cohort study.英国医护人员对新冠病毒疫苗犹豫情况的种族差异:英国REACH全国前瞻性队列研究结果
Lancet Reg Health Eur. 2021 Oct;9:100180. doi: 10.1016/j.lanepe.2021.100180. Epub 2021 Jul 19.
10
The impact of testing and infection prevention and control strategies on within-hospital transmission dynamics of COVID-19 in English hospitals.英国医院中检测和感染预防与控制策略对 COVID-19 院内传播动力学的影响。
Philos Trans R Soc Lond B Biol Sci. 2021 Jul 19;376(1829):20200268. doi: 10.1098/rstb.2020.0268. Epub 2021 May 31.