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最佳时机的一次性干预措施对控制疫情。

Optimal timing of one-shot interventions for epidemic control.

机构信息

Department of Mathematics, School of Mathematical and Physical Sciences, University of Sussex, Falmer, Brighton United Kingdom.

Department of Mathematics and Statistics, School of Engineering and Mathematical Sciences, La Trobe University, Bundoora, Australia.

出版信息

PLoS Comput Biol. 2021 Mar 18;17(3):e1008763. doi: 10.1371/journal.pcbi.1008763. eCollection 2021 Mar.

Abstract

The interventions and outcomes in the ongoing COVID-19 pandemic are highly varied. The disease and the interventions both impose costs and harm on society. Some interventions with particularly high costs may only be implemented briefly. The design of optimal policy requires consideration of many intervention scenarios. In this paper we investigate the optimal timing of interventions that are not sustainable for a long period. Specifically, we look at at the impact of a single short-term non-repeated intervention (a "one-shot intervention") on an epidemic and consider the impact of the intervention's timing. To minimize the total number infected, the intervention should start close to the peak so that there is minimal rebound once the intervention is stopped. To minimise the peak prevalence, it should start earlier, leading to initial reduction and then having a rebound to the same prevalence as the pre-intervention peak rather than one very large peak. To delay infections as much as possible (as might be appropriate if we expect improved interventions or treatments to be developed), earlier interventions have clear benefit. In populations with distinct subgroups, synchronized interventions are less effective than targeting the interventions in each subcommunity separately.

摘要

在持续的 COVID-19 大流行中,干预措施和结果差异很大。疾病和干预措施都会给社会带来成本和伤害。一些成本特别高的干预措施可能只实施很短的时间。最佳政策的设计需要考虑许多干预方案。在本文中,我们研究了那些不能长期持续的干预措施的最佳时机。具体来说,我们研究了单次短期非重复干预(“一次性干预”)对传染病的影响,并考虑了干预时机的影响。为了将感染的总人数降到最低,干预应该在高峰期附近开始,以便在干预停止后,反弹最小。为了将峰值流行率降到最低,它应该更早开始,导致最初的减少,然后反弹到与干预前高峰相同的流行率,而不是一个非常大的高峰。如果我们期望开发出改进的干预措施或治疗方法,为了尽可能延迟感染,早期干预显然是有益的。在具有不同亚群的人群中,同步干预的效果不如分别针对每个亚社区的干预措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/95d2/8009413/520d7c55f9a4/pcbi.1008763.g001.jpg

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