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将大流行扩大化:关于新冠疫情数学模型的情境表现

Making pandemics big: On the situational performance of Covid-19 mathematical models.

作者信息

Rhodes Tim, Lancaster Kari

机构信息

London School of Hygiene and Tropical Medicine, London, UK; University of New South Wales, Sydney, Australia.

University of New South Wales, Sydney, Australia.

出版信息

Soc Sci Med. 2022 May;301:114907. doi: 10.1016/j.socscimed.2022.114907. Epub 2022 Mar 12.

Abstract

In this paper, we trace how mathematical models are made 'evidence enough' and 'useful for policy'. Working with the interview accounts of mathematical modellers and other scientists engaged in the UK Covid-19 response, we focus on two weeks in March 2020 prior to the announcement of an unprecedented national lockdown. A key thread in our analysis is how pandemics are made 'big'. We follow the work of one particular device, that of modelled 'doubling-time'. By following how modelled doubling-time entangles in its assemblage of evidence-making, we draw attention to multiple actors, including beyond models and metrics, which affect how evidence is performed in relation to the scale of epidemic and its policy response. We draw attention to: policy; Government scientific advice infrastructure; time; uncertainty; and leaps of faith. The 'bigness' of the pandemic, and its evidencing, is situated in social and affective practices, in which uncertainty and dis-ease are inseparable from calculus. This materialises modelling in policy as an 'uncomfortable science'. We argue that situational fit in-the-moment is at least as important as empirical fit when attending to what models perform in policy.

摘要

在本文中,我们追溯数学模型是如何变得“证据充分”且“对政策有用”的。通过研究数学建模者以及其他参与英国新冠疫情应对工作的科学家的访谈记录,我们聚焦于2020年3月在宣布史无前例的全国封锁措施之前的两周时间。我们分析中的一个关键线索是疫情是如何被“放大”的。我们追踪一种特定手段的作用,即模型化的“倍增时间”。通过追踪模型化的倍增时间在其证据生成过程中的交织情况,我们将注意力引向多个行为主体,包括模型和指标之外的主体,这些主体影响着与疫情规模及其政策应对相关的证据呈现方式。我们关注的有:政策;政府科学建议体系;时间;不确定性;以及信念的飞跃。疫情的“严重性”及其证据呈现,都存在于社会和情感实践之中,在这些实践中,不确定性和不安与计算密不可分。这使得政策中的建模成为一门“令人不安的科学”。我们认为,在关注模型在政策中的表现时,当下的情境适配至少与实证适配同样重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8760/8917648/6f5705712df5/gr1_lrg.jpg

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