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Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models
Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochas...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794373/ https://www.ncbi.nlm.nih.gov/pubmed/33420154 http://dx.doi.org/10.1038/s41598-020-80162-y |
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author | Mukhamadiarov, Ruslan I. Deng, Shengfeng Serrao, Shannon R. Priyanka Nandi, Riya Yao, Louie Hong Täuber, Uwe C. |
author_facet | Mukhamadiarov, Ruslan I. Deng, Shengfeng Serrao, Shannon R. Priyanka Nandi, Riya Yao, Louie Hong Täuber, Uwe C. |
author_sort | Mukhamadiarov, Ruslan I. |
collection | PubMed |
description | Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochastic susceptible-infectious-recovered model variants on four distinct spatially organized lattice and network architectures wherein contact and mobility constraints are implemented. We robustly find that the intensity and spatial spread of the epidemic recurrence wave can be limited to a manageable extent provided release of these restrictions is delayed sufficiently (for a duration of at least thrice the time until the peak of the unmitigated outbreak) and long-distance connections are maintained on a low level (limited to less than five percent of the overall connectivity). |
format | Online Article Text |
id | pubmed-7794373 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-77943732021-01-11 Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models Mukhamadiarov, Ruslan I. Deng, Shengfeng Serrao, Shannon R. Priyanka Nandi, Riya Yao, Louie Hong Täuber, Uwe C. Sci Rep Article Once an epidemic outbreak has been effectively contained through non-pharmaceutical interventions, a safe protocol is required for the subsequent release of social distancing restrictions to prevent a disastrous resurgence of the infection. We report individual-based numerical simulations of stochastic susceptible-infectious-recovered model variants on four distinct spatially organized lattice and network architectures wherein contact and mobility constraints are implemented. We robustly find that the intensity and spatial spread of the epidemic recurrence wave can be limited to a manageable extent provided release of these restrictions is delayed sufficiently (for a duration of at least thrice the time until the peak of the unmitigated outbreak) and long-distance connections are maintained on a low level (limited to less than five percent of the overall connectivity). Nature Publishing Group UK 2021-01-08 /pmc/articles/PMC7794373/ /pubmed/33420154 http://dx.doi.org/10.1038/s41598-020-80162-y Text en © The Author(s) 2021 Open Access This 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/. |
spellingShingle | Article Mukhamadiarov, Ruslan I. Deng, Shengfeng Serrao, Shannon R. Priyanka Nandi, Riya Yao, Louie Hong Täuber, Uwe C. Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title | Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title_full | Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title_fullStr | Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title_full_unstemmed | Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title_short | Social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
title_sort | social distancing and epidemic resurgence in agent-based susceptible-infectious-recovered models |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7794373/ https://www.ncbi.nlm.nih.gov/pubmed/33420154 http://dx.doi.org/10.1038/s41598-020-80162-y |
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