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Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories
Societal responses crucially shape the course of a pandemic, but are difficult to predict. Mitigation measures such as social distancing are here assumed to minimize a utility function that consists of two conflicting sub-targets, the disease related mortality and the multifaceted consequences of mi...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8260599/ https://www.ncbi.nlm.nih.gov/pubmed/34230560 http://dx.doi.org/10.1038/s41598-021-93248-y |
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author | Wirtz, Kai |
author_facet | Wirtz, Kai |
author_sort | Wirtz, Kai |
collection | PubMed |
description | Societal responses crucially shape the course of a pandemic, but are difficult to predict. Mitigation measures such as social distancing are here assumed to minimize a utility function that consists of two conflicting sub-targets, the disease related mortality and the multifaceted consequences of mitigation. The relative weight of the two sub-targets defines the mitigation readiness H, which entails the political, social, and psychological aspects of decision making. The dynamics of social and behavioral mitigation thus follows an adaptive rule, which in turn is mediated by a non-adaptive dynamics of H. This framework for social dynamics is integrated into an epidemiological model and applied to the ongoing SARS-CoV-2 pandemic. Unperturbed simulations accurately reproduce diverse epidemic and mitigation trajectories from 2020 to 2021, reported from 11 European countries, Iran, and 8 US states. High regional variability in the severity and duration of the spring lockdown and in peak mortality rates of the first SARS-CoV-2 wave can be explained by differences in the reconstructed readiness H. A ubiquitous temporal decrease of H has greatly intensified second and third waves and slowed down their decay. The unprecedented skill of the model suggests that the combination of an adaptive and a non-adaptive rule may constitute a more fundamental mode in social dynamics. Its implementation in an epidemic context can produce realistic long-term scenarios relevant for strategic planning, such as on the feasibility of a zero-infection target or on the evolutionary arms race between mutations of SARS-CoV-2 and social responses. |
format | Online Article Text |
id | pubmed-8260599 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82605992021-07-08 Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories Wirtz, Kai Sci Rep Article Societal responses crucially shape the course of a pandemic, but are difficult to predict. Mitigation measures such as social distancing are here assumed to minimize a utility function that consists of two conflicting sub-targets, the disease related mortality and the multifaceted consequences of mitigation. The relative weight of the two sub-targets defines the mitigation readiness H, which entails the political, social, and psychological aspects of decision making. The dynamics of social and behavioral mitigation thus follows an adaptive rule, which in turn is mediated by a non-adaptive dynamics of H. This framework for social dynamics is integrated into an epidemiological model and applied to the ongoing SARS-CoV-2 pandemic. Unperturbed simulations accurately reproduce diverse epidemic and mitigation trajectories from 2020 to 2021, reported from 11 European countries, Iran, and 8 US states. High regional variability in the severity and duration of the spring lockdown and in peak mortality rates of the first SARS-CoV-2 wave can be explained by differences in the reconstructed readiness H. A ubiquitous temporal decrease of H has greatly intensified second and third waves and slowed down their decay. The unprecedented skill of the model suggests that the combination of an adaptive and a non-adaptive rule may constitute a more fundamental mode in social dynamics. Its implementation in an epidemic context can produce realistic long-term scenarios relevant for strategic planning, such as on the feasibility of a zero-infection target or on the evolutionary arms race between mutations of SARS-CoV-2 and social responses. Nature Publishing Group UK 2021-07-06 /pmc/articles/PMC8260599/ /pubmed/34230560 http://dx.doi.org/10.1038/s41598-021-93248-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wirtz, Kai Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title | Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title_full | Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title_fullStr | Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title_full_unstemmed | Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title_short | Changing readiness to mitigate SARS-CoV-2 steered long-term epidemic and social trajectories |
title_sort | changing readiness to mitigate sars-cov-2 steered long-term epidemic and social trajectories |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8260599/ https://www.ncbi.nlm.nih.gov/pubmed/34230560 http://dx.doi.org/10.1038/s41598-021-93248-y |
work_keys_str_mv | AT wirtzkai changingreadinesstomitigatesarscov2steeredlongtermepidemicandsocialtrajectories |