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大城市中新冠疫情应对模拟:非药物干预措施对社会重启的影响

COVID-19 Pandemic Response Simulation in a Large City: Impact of Nonpharmaceutical Interventions on Reopening Society.

作者信息

Lee Serin, Zabinsky Zelda B, Wasserheit Judith N, Kofsky Stephen M, Liu Shan

机构信息

Department of Industrial & Systems Engineering, University of Washington, Seattle, WA, USA.

Department of Global Health, Department of Allergy and Infectious Diseases, University of Washington, Seattle, WA, USA.

出版信息

Med Decis Making. 2021 May;41(4):419-429. doi: 10.1177/0272989X211003081. Epub 2021 Mar 18.

Abstract

As the novel coronavirus (COVID-19) pandemic continues to expand, policymakers are striving to balance the combinations of nonpharmaceutical interventions (NPIs) to keep people safe and minimize social disruptions. We developed and calibrated an agent-based simulation to model COVID-19 outbreaks in the greater Seattle area. The model simulated NPIs, including social distancing, face mask use, school closure, testing, and contact tracing with variable compliance and effectiveness to identify optimal NPI combinations that can control the spread of the virus in a large urban area. Results highlight the importance of at least 75% face mask use to relax social distancing and school closure measures while keeping infections low. It is important to relax NPIs cautiously during vaccine rollout in 2021.

摘要

随着新型冠状病毒(COVID-19)大流行的持续蔓延,政策制定者们正在努力平衡非药物干预措施(NPIs)的组合,以保障民众安全并尽量减少社会干扰。我们开发并校准了一个基于主体的模拟模型,用于模拟大西雅图地区的COVID-19疫情爆发情况。该模型模拟了非药物干预措施,包括社交距离、佩戴口罩、学校关闭、检测以及接触者追踪,这些措施具有不同的依从性和有效性,以确定能够在大城市地区控制病毒传播的最佳非药物干预措施组合。结果凸显了至少75%的口罩使用率对于放宽社交距离和学校关闭措施同时保持低感染率的重要性。在2021年疫苗推广期间谨慎放宽非药物干预措施非常重要。

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