Halting SARS-CoV-2 by Targeting High-Contact Individuals

Gianluca Manzo, A. Rijt
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引用次数: 23

Abstract

Network scientists have proposed that infectious diseases involving person-to-person transmission may be effectively halted by targeting interventions at a minority of highly connected individuals. Can this strategy be effective in combating a virus partly transmitted in close-range contact, as many believe SARS-CoV-2 to be? Effectiveness critically depends on high between-person variability in the number of close-range contacts. We analyze population survey data showing that indeed the distribution of close-range contacts across individuals is characterized by a small fraction of individuals reporting very high frequencies. Strikingly, we find that the average duration of contact is mostly invariant in the number of contacts, reinforcing the criticality of hubs. We simulate a population embedded in a network with empirically observed contact frequencies. Simulations show that targeting hubs robustly improves containment.
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以高接触者为目标遏制SARS-CoV-2
网络科学家提出,通过针对少数高度联系的个体进行干预,可能有效地阻止涉及人际传播的传染病。许多人认为SARS-CoV-2是一种部分通过近距离接触传播的病毒,这种策略能否有效对抗这种病毒?有效性在很大程度上取决于人与人之间近距离接触人数的高度差异。我们对人口调查数据进行了分析,结果显示,个体之间近距离接触的分布确实具有一小部分个体报告频率很高的特点。引人注目的是,我们发现接触的平均持续时间在接触数量上基本不变,这加强了枢纽的重要性。我们用经验观察到的接触频率模拟嵌入在网络中的人口。仿真结果表明,以枢纽为目标可以有效地提高围堵能力。
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