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Resilience management during large-scale epidemic outbreaks
Assessing and managing the impact of large-scale epidemics considering only the individual risk and severity of the disease is exceedingly difficult and could be extremely expensive. Economic consequences, infrastructure and service disruption, as well as the recovery speed, are just a few of the ma...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5789872/ https://www.ncbi.nlm.nih.gov/pubmed/29382870 http://dx.doi.org/10.1038/s41598-018-19706-2 |
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author | Massaro, Emanuele Ganin, Alexander Perra, Nicola Linkov, Igor Vespignani, Alessandro |
author_facet | Massaro, Emanuele Ganin, Alexander Perra, Nicola Linkov, Igor Vespignani, Alessandro |
author_sort | Massaro, Emanuele |
collection | PubMed |
description | Assessing and managing the impact of large-scale epidemics considering only the individual risk and severity of the disease is exceedingly difficult and could be extremely expensive. Economic consequences, infrastructure and service disruption, as well as the recovery speed, are just a few of the many dimensions along which to quantify the effect of an epidemic on society’s fabric. Here, we extend the concept of resilience to characterize epidemics in structured populations, by defining the system-wide critical functionality that combines an individual’s risk of getting the disease (disease attack rate) and the disruption to the system’s functionality (human mobility deterioration). By studying both conceptual and data-driven models, we show that the integrated consideration of individual risks and societal disruptions under resilience assessment framework provides an insightful picture of how an epidemic might impact society. In particular, containment interventions intended for a straightforward reduction of the risk may have net negative impact on the system by slowing down the recovery of basic societal functions. The presented study operationalizes the resilience framework, providing a more nuanced and comprehensive approach for optimizing containment schemes and mitigation policies in the case of epidemic outbreaks. |
format | Online Article Text |
id | pubmed-5789872 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57898722018-02-15 Resilience management during large-scale epidemic outbreaks Massaro, Emanuele Ganin, Alexander Perra, Nicola Linkov, Igor Vespignani, Alessandro Sci Rep Article Assessing and managing the impact of large-scale epidemics considering only the individual risk and severity of the disease is exceedingly difficult and could be extremely expensive. Economic consequences, infrastructure and service disruption, as well as the recovery speed, are just a few of the many dimensions along which to quantify the effect of an epidemic on society’s fabric. Here, we extend the concept of resilience to characterize epidemics in structured populations, by defining the system-wide critical functionality that combines an individual’s risk of getting the disease (disease attack rate) and the disruption to the system’s functionality (human mobility deterioration). By studying both conceptual and data-driven models, we show that the integrated consideration of individual risks and societal disruptions under resilience assessment framework provides an insightful picture of how an epidemic might impact society. In particular, containment interventions intended for a straightforward reduction of the risk may have net negative impact on the system by slowing down the recovery of basic societal functions. The presented study operationalizes the resilience framework, providing a more nuanced and comprehensive approach for optimizing containment schemes and mitigation policies in the case of epidemic outbreaks. Nature Publishing Group UK 2018-01-30 /pmc/articles/PMC5789872/ /pubmed/29382870 http://dx.doi.org/10.1038/s41598-018-19706-2 Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Massaro, Emanuele Ganin, Alexander Perra, Nicola Linkov, Igor Vespignani, Alessandro Resilience management during large-scale epidemic outbreaks |
title | Resilience management during large-scale epidemic outbreaks |
title_full | Resilience management during large-scale epidemic outbreaks |
title_fullStr | Resilience management during large-scale epidemic outbreaks |
title_full_unstemmed | Resilience management during large-scale epidemic outbreaks |
title_short | Resilience management during large-scale epidemic outbreaks |
title_sort | resilience management during large-scale epidemic outbreaks |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5789872/ https://www.ncbi.nlm.nih.gov/pubmed/29382870 http://dx.doi.org/10.1038/s41598-018-19706-2 |
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