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估算用于接触者追踪的人类瓶颈效应。

Estimating the human bottleneck for contact tracing.

作者信息

Broda Maximilian D, Borovska Petra, Kollenda Diana, Linka Marcel, de Haas Naomi, de Haas Samuel, de Haas Benjamin

机构信息

Experimental Psychology, Justus Liebig University Giessen, Otto-Behaghel-Str 10F, 35394 Giessen, Germany.

Center for Mind, Brain and Behavior, Universities of Marburg, Giessen and Darmstadt, Hans-Meerwein-Strasse 6, 35032 Marburg, Germany.

出版信息

PNAS Nexus. 2024 Jul 16;3(7):pgae283. doi: 10.1093/pnasnexus/pgae283. eCollection 2024 Jul.

DOI:10.1093/pnasnexus/pgae283
PMID:39076682
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11285183/
Abstract

The SARS-CoV-2 pandemic has highlighted the importance of contact tracing for epidemiological mitigation. Contact tracing interviews (CTIs) typically rely on episodic memory, which is prone to decline over time. Here, we provide a quantitative estimate of reporting decline for age- and gender-representative samples from the United Kingdom and Germany, emulating >15,000 CTIs. We find that the number of reported contacts declines as a power function of recall delay and is significantly higher for younger subjects and for those who used memory aids, such as a scheduler. We further find that these factors interact with delay: Older subjects and those who made no use of memory aids have steeper decline functions. These findings can inform epidemiological modeling and policies in the context of infectious diseases.

摘要

严重急性呼吸综合征冠状病毒2(SARS-CoV-2)大流行凸显了接触者追踪对于缓解流行病学状况的重要性。接触者追踪访谈(CTIs)通常依赖情景记忆,而情景记忆容易随时间衰退。在此,我们对来自英国和德国的年龄及性别具有代表性的样本报告衰退情况进行了定量估计,模拟了超过15000次接触者追踪访谈。我们发现,报告的接触者数量随回忆延迟呈幂函数下降,且在年轻受试者以及使用了诸如日程安排器等记忆辅助工具的人群中下降幅度显著更高。我们还发现,这些因素与延迟存在相互作用:老年受试者以及未使用记忆辅助工具的人群的下降函数更为陡峭。这些发现可为传染病背景下的流行病学建模和政策提供参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49df/11285183/5e60cade521c/pgae283f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49df/11285183/5e60cade521c/pgae283f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/49df/11285183/5e60cade521c/pgae283f1.jpg

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本文引用的文献

1
Efficacy of memory protocols in 9- to 89-year-olds' memory for prior contacts.9 岁至 89 岁人群对既往接触记忆的记忆协议效果。
Sci Rep. 2024 Mar 9;14(1):5775. doi: 10.1038/s41598-024-55267-3.
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Hits and Misses: Digital Contact Tracing in a Pandemic.成败:大流行中的数字接触者追踪
Perspect Psychol Sci. 2024 Jul;19(4):675-685. doi: 10.1177/17456916231179365. Epub 2023 Jun 30.
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Effectiveness evaluation of digital contact tracing for COVID-19 in New South Wales, Australia.澳大利亚新南威尔士州数字接触者追踪在 COVID-19 中的效果评估。
Lancet Public Health. 2022 Mar;7(3):e250-e258. doi: 10.1016/S2468-2667(22)00010-X. Epub 2022 Feb 4.
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Enhancing the effectiveness of contact tracing interviews: A randomized controlled experiment of an enhanced cognitive interview protocol.增强接触者追踪访谈的效果:增强型认知访谈协议的随机对照试验。
Am J Infect Control. 2022 Jun;50(6):631-637. doi: 10.1016/j.ajic.2021.12.015. Epub 2021 Dec 28.
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Contact Tracing: A Memory Task With Consequences for Public Health.接触者追踪:对公共卫生具有后果的记忆任务。
Perspect Psychol Sci. 2021 Jan;16(1):175-187. doi: 10.1177/1745691620978205. Epub 2020 Dec 10.
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Impact of delays on effectiveness of contact tracing strategies for COVID-19: a modelling study.新冠病毒接触者追踪策略有效性延迟的影响:建模研究。
Lancet Public Health. 2020 Aug;5(8):e452-e459. doi: 10.1016/S2468-2667(20)30157-2. Epub 2020 Jul 16.
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Quantifying SARS-CoV-2 transmission suggests epidemic control with digital contact tracing.量化 SARS-CoV-2 传播表明数字接触者追踪可控制疫情。
Science. 2020 May 8;368(6491). doi: 10.1126/science.abb6936. Epub 2020 Mar 31.
8
Feasibility of controlling COVID-19 outbreaks by isolation of cases and contacts.通过隔离病例和接触者控制 COVID-19 疫情爆发的可行性。
Lancet Glob Health. 2020 Apr;8(4):e488-e496. doi: 10.1016/S2214-109X(20)30074-7. Epub 2020 Feb 28.
9
Increasing the number of contacts generated during contact tracing interviews.增加接触者追踪访谈中产生的接触者数量。
Memory. 2019 Apr;27(4):495-506. doi: 10.1080/09658211.2018.1529247. Epub 2018 Oct 7.
10
Modeling contact tracing in outbreaks with application to Ebola.在疫情中对接触者追踪进行建模并应用于埃博拉疫情。
J Theor Biol. 2015 Nov 7;384:33-49. doi: 10.1016/j.jtbi.2015.08.004. Epub 2015 Aug 18.