Risk factors associated with the intensity of COVID-19 outbreaks in Canadian community settings: a retrospective analysis of outbreak-level surveillance data.

IF 3.5 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Demy Dam, Michelle Chen, Erin E Rees, Bethany Cheng, Lynn Sukkarieh, Erin McGill, Yasmina Tehami, Anna Bellos, Jonathan Edwin, Kaitlin Patterson
{"title":"Risk factors associated with the intensity of COVID-19 outbreaks in Canadian community settings: a retrospective analysis of outbreak-level surveillance data.","authors":"Demy Dam, Michelle Chen, Erin E Rees, Bethany Cheng, Lynn Sukkarieh, Erin McGill, Yasmina Tehami, Anna Bellos, Jonathan Edwin, Kaitlin Patterson","doi":"10.1186/s12889-024-19853-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The severity of COVID-19 outbreaks is disproportionate across settings (e.g., long-term care facilities (LTCF), schools) across Canada. Few studies have examined factors associated with outbreak severity to inform prevention and response. Our study objective was to assess how outbreak severity, as measured using outbreak intensity and defined as number of outbreak-associated cases divided by outbreak duration, differed by setting and factors known to influence SARS-CoV-2 transmission.</p><p><strong>Methods: </strong>We described outbreak intensity trends in 2021 using data from the Canadian COVID-19 Outbreak Surveillance System from seven provinces/territories, representing 93% of the Canadian population. A negative binomial fixed-effects model was used to assess for associations between the outcome, outbreak intensity, and characteristics of outbreaks: setting type, median age of cases, number at risk, and vaccination coverage of at least 1 dose. Also included were variables previously reported to influence SARS-CoV-2 transmission: stringency of non-pharmaceutical interventions (NPI) and the predominant SARS-CoV-2 variant detected by surveillance.</p><p><strong>Results: </strong>The longest outbreaks occurred in LTCF (mean = 25.4 days) and correctional facilities (mean = 20.6 days) which also reported the largest outbreaks (mean = 29.6 cases per outbreak). Model results indicated that outbreak intensity was highest in correctional facilities. Relative to correctional facilities (referent), the second highest adjusted intensity ratio was in childcare centres (intensity ratio = 0.58 [95% CI: 0.51-0.66]), followed by LTCF (0.56 [95% CI: 0.51-0.66]). Schools had the lowest adjusted intensity ratio (0.46 [95% CI: 0.40-0.53]) despite having the highest proportion of outbreaks (37.5%). An increase in outbreak intensity was associated with increases in median age, the number at risk, and stringency of NPI. Greater vaccination coverage with at least 1 dose was associated with reduced outbreak intensity.</p><p><strong>Conclusion: </strong>Descriptive and multivariable model results indicated that in Canada during 2021, outbreak intensity was greatest in closed congregate living facilities: correctional facilities and LTCF. Findings from this study support the importance of vaccination in reducing outbreak intensity when vaccines are effective against infection with circulating variants, which is especially important for closed congregate living facilities where NPIs are more challenging to implement.</p>","PeriodicalId":9039,"journal":{"name":"BMC Public Health","volume":null,"pages":null},"PeriodicalIF":3.5000,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11375942/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Public Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12889-024-19853-4","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The severity of COVID-19 outbreaks is disproportionate across settings (e.g., long-term care facilities (LTCF), schools) across Canada. Few studies have examined factors associated with outbreak severity to inform prevention and response. Our study objective was to assess how outbreak severity, as measured using outbreak intensity and defined as number of outbreak-associated cases divided by outbreak duration, differed by setting and factors known to influence SARS-CoV-2 transmission.

Methods: We described outbreak intensity trends in 2021 using data from the Canadian COVID-19 Outbreak Surveillance System from seven provinces/territories, representing 93% of the Canadian population. A negative binomial fixed-effects model was used to assess for associations between the outcome, outbreak intensity, and characteristics of outbreaks: setting type, median age of cases, number at risk, and vaccination coverage of at least 1 dose. Also included were variables previously reported to influence SARS-CoV-2 transmission: stringency of non-pharmaceutical interventions (NPI) and the predominant SARS-CoV-2 variant detected by surveillance.

Results: The longest outbreaks occurred in LTCF (mean = 25.4 days) and correctional facilities (mean = 20.6 days) which also reported the largest outbreaks (mean = 29.6 cases per outbreak). Model results indicated that outbreak intensity was highest in correctional facilities. Relative to correctional facilities (referent), the second highest adjusted intensity ratio was in childcare centres (intensity ratio = 0.58 [95% CI: 0.51-0.66]), followed by LTCF (0.56 [95% CI: 0.51-0.66]). Schools had the lowest adjusted intensity ratio (0.46 [95% CI: 0.40-0.53]) despite having the highest proportion of outbreaks (37.5%). An increase in outbreak intensity was associated with increases in median age, the number at risk, and stringency of NPI. Greater vaccination coverage with at least 1 dose was associated with reduced outbreak intensity.

Conclusion: Descriptive and multivariable model results indicated that in Canada during 2021, outbreak intensity was greatest in closed congregate living facilities: correctional facilities and LTCF. Findings from this study support the importance of vaccination in reducing outbreak intensity when vaccines are effective against infection with circulating variants, which is especially important for closed congregate living facilities where NPIs are more challenging to implement.

与加拿大社区环境中 COVID-19 爆发强度相关的风险因素:对爆发级监控数据的回顾性分析。
背景:在加拿大,COVID-19疫情在不同环境(如长期护理设施(LTCF)、学校)中的严重程度各不相同。很少有研究对与疫情严重程度相关的因素进行研究,以便为预防和应对提供依据。我们的研究目标是评估疫情严重程度(用疫情强度衡量,定义为疫情相关病例数除以疫情持续时间)如何因环境和已知影响 SARS-CoV-2 传播的因素而不同:我们使用来自加拿大 COVID-19 疫情监测系统的数据描述了 2021 年的疫情强度趋势,这些数据来自七个省/地区,代表了加拿大 93% 的人口。我们使用负二项固定效应模型来评估结果、疫情暴发强度和疫情暴发特征之间的关联:环境类型、病例年龄中位数、风险人数和至少一剂疫苗接种覆盖率。此外,还包括以前报道过的影响 SARS-CoV-2 传播的变量:非药物干预措施(NPI)的严格程度和监测发现的主要 SARS-CoV-2 变体:疫情爆发时间最长的是 LTCF(平均 = 25.4 天)和惩教机构(平均 = 20.6 天),这两个机构也报告了最大规模的疫情爆发(平均 = 29.6 例/次)。模型结果表明,惩教机构的疫情爆发强度最高。相对于惩教机构(参考),托儿所的调整强度比(强度比 = 0.58 [95% CI: 0.51-0.66])位居第二,其次是 LTCF(0.56 [95% CI: 0.51-0.66])。尽管学校的疫情爆发比例最高(37.5%),但其调整后的强度比最低(0.46 [95% CI:0.40-0.53])。疫情爆发强度的增加与中位年龄、风险人数和 NPI 严格程度的增加有关。至少接种 1 剂疫苗的覆盖率越高,疫情爆发强度越低:描述性和多变量模型结果表明,在 2021 年期间,加拿大封闭式集中生活设施(惩教设施和 LTCF)的疫情爆发强度最大。这项研究的结果表明,当疫苗能有效预防流行变异株感染时,接种疫苗对于降低疫情爆发强度非常重要,这对于封闭式集中居住设施尤为重要,因为在这些设施中实施 NPI 更具挑战性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Public Health
BMC Public Health 医学-公共卫生、环境卫生与职业卫生
CiteScore
6.50
自引率
4.40%
发文量
2108
审稿时长
1 months
期刊介绍: BMC Public Health is an open access, peer-reviewed journal that considers articles on the epidemiology of disease and the understanding of all aspects of public health. The journal has a special focus on the social determinants of health, the environmental, behavioral, and occupational correlates of health and disease, and the impact of health policies, practices and interventions on the community.
文献相关原料
公司名称 产品信息 采购帮参考价格
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信