Association between social activities and risk of COVID-19 in a cohort of healthcare personnel.

Holly Shoemaker, Haojia Li, Yue Zhang, Jeanmarie Mayer, Michael Rubin, Candace Haroldsen, Morgan M Millar, Per H Gesteland, Andrew T Pavia, Lindsay T Keegan, Jessica Marie Cole, Egenia Dorsan, Matthew Doane, Kristina Stratford, Matthew Samore
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Abstract

Objective: Previous studies have linked social behaviors to COVID-19 risk in the general population. The impact of these behaviors among healthcare personnel, who face higher workplace exposure risks and possess greater prevention awareness, remains less explored.

Design: We conducted a Prospective cohort study from December 2021 to May 2022, using monthly surveys. Exposures included (1) a composite of nine common social activities in the past month and (2) similarity of social behavior compared to pre-pandemic. Outcomes included self-reported SARS-CoV-2 infection (primary)and testing for SARS-CoV-2 (secondary). Mixed-effect logistic regression assessed the association between social behavior and outcomes, adjusting for baseline and time-dependent covariates. To account for missed surveys, we employed inverse probability-of-censoring weighting with a propensity score approach.

Setting: An academic healthcare system.

Participants: Healthcare personnel.

Results: Of 1,302 healthcare personnel who completed ≥2 surveys, 244 reported ≥1 positive test during the study, resulting in a cumulative incidence of 19%. More social activities in the past month and social behavior similar to pre-pandemic levels were associated with increased likelihood of SARS-CoV-2 infection (recent social activity composite: OR = 1.11, 95% CI 1.02-1.21; pre-pandemic social similarity: OR = 1.14, 95% CI 1.07-1.21). Neither was significantly associated with testing for SARS-CoV-2.

Conclusions: Healthcare personnel social behavior outside work was associated with a higher risk for COVID-19. To protect the hospital workforce, risk mitigation strategies for healthcare personnel should focus on both the community and workplace.

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医务人员群体中社交活动与COVID-19风险之间的关系
目的:之前的研究将社会行为与普通人群的COVID-19风险联系起来。这些行为对卫生保健人员的影响,他们面临更高的工作场所暴露风险,并拥有更强的预防意识,仍然很少探索。设计:我们从2021年12月至2022年5月进行了一项前瞻性队列研究,采用月度调查。暴露包括:(1)过去一个月九种常见社会活动的组合;(2)与大流行前相比,社会行为的相似性。结果包括自我报告的SARS-CoV-2感染(原发性)和SARS-CoV-2检测(继发性)。混合效应逻辑回归评估了社会行为和结果之间的关系,调整了基线和时间相关协变量。为了解释错过的调查,我们采用了倾向得分方法的反向审查概率加权。环境:学术医疗保健系统。参与者:医护人员。结果:在1302名完成≥2次调查的医护人员中,244名在研究期间报告≥1次阳性检测,累计发病率为19%。过去一个月更多的社会活动和类似于大流行前水平的社会行为与SARS-CoV-2感染的可能性增加相关(最近的社会活动组合:OR = 1.11, 95% CI 1.02-1.21;大流行前社会相似性:OR = 1.14, 95% CI 1.07-1.21)。两者都与SARS-CoV-2检测显着相关。结论:医务人员工作以外的社会行为与COVID-19的高风险相关。为保护医院员工,针对医护人员的风险缓解策略应同时关注社区和工作场所。
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