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在消除疫情策略中最小化昂贵控制措施的使用:一个简单的数学模型。

Minimising the use of costly control measures in an epidemic elimination strategy: A simple mathematical model.

机构信息

School of Mathematics and Statistics, University of Canterbury, Christchurch 8140, New Zealand.

出版信息

Math Biosci. 2022 Sep;351:108885. doi: 10.1016/j.mbs.2022.108885. Epub 2022 Jul 27.

DOI:10.1016/j.mbs.2022.108885
PMID:35907510
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9327244/
Abstract

Countries such as New Zealand, Australia and Taiwan responded to the Covid-19 pandemic with an elimination strategy. This involves a combination of strict border controls with a rapid and effective response to eliminate border-related re-introductions. An important question for decision makers is, when there is a new re-introduction, what is the right threshold at which to implement strict control measures designed to reduce the effective reproduction number below 1. Since it is likely that there will be multiple re-introductions, responding at too low a threshold may mean repeatedly implementing controls unnecessarily for outbreaks that would self-eliminate even without control measures. On the other hand, waiting for too high a threshold to be reached creates a risk that controls will be needed for a longer period of time, or may completely fail to contain the outbreak. Here, we use a highly idealised branching process model of small border-related outbreaks to address this question. We identify important factors that affect the choice of threshold in order to minimise the expect time period for which control measures are in force. We find that the optimal threshold for introducing controls decreases with the effective reproduction number, and increases with overdispersion of the offspring distribution and with the effectiveness of control measures. Our results are not intended as a quantitative decision-making algorithm. However, they may help decision makers understand when a wait-and-see approach is likely to be preferable over an immediate response.

摘要

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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb83/9327244/c85ec29ca794/gr2_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb83/9327244/eef30fc97918/gr1_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb83/9327244/c85ec29ca794/gr2_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb83/9327244/eef30fc97918/gr1_lrg.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bb83/9327244/c85ec29ca794/gr2_lrg.jpg

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Elife. 2023 Jan 20;12:e78089. doi: 10.7554/eLife.78089.
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An assessment of the potential impact of the Omicron variant of SARS-CoV-2 in Aotearoa New Zealand.对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)奥密克戎变异株在新西兰可能产生的影响的评估。
Infect Dis Model. 2022 Jun;7(2):94-105. doi: 10.1016/j.idm.2022.04.002. Epub 2022 Apr 9.
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COVID-19 in low-tolerance border quarantine systems: Impact of the Delta variant of SARS-CoV-2.
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Sci Adv. 2022 Apr 8;8(14):eabm3624. doi: 10.1126/sciadv.abm3624.
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A COVID-19 vaccination model for Aotearoa New Zealand.新西兰的 COVID-19 疫苗接种模型。
Sci Rep. 2022 Feb 17;12(1):2720. doi: 10.1038/s41598-022-06707-5.
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