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Resource control of epidemic spreading through a multilayer network
While the amount of resource is an important factor in control of contagions, outbreaks may occur when they reach a finite fraction of the population. An unexplored issue is how much the resource amount is invested to control this outbreak. Here we analyze a mechanic model of epidemic spreading, whi...
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/PMC5785971/ https://www.ncbi.nlm.nih.gov/pubmed/29374273 http://dx.doi.org/10.1038/s41598-018-20105-w |
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author | Jiang, Jian Zhou, Tianshou |
author_facet | Jiang, Jian Zhou, Tianshou |
author_sort | Jiang, Jian |
collection | PubMed |
description | While the amount of resource is an important factor in control of contagions, outbreaks may occur when they reach a finite fraction of the population. An unexplored issue is how much the resource amount is invested to control this outbreak. Here we analyze a mechanic model of epidemic spreading, which considers both resource factor and network layer. We find that there is a resource threshold, such that a significant fraction of the total population may be infected (i.e., an outbreak will occur) if the amount of resource is below this threshold, but the outbreak may be effectively eradicated if it is beyond the threshold. The threshold is dependent upon both the connection strength between the layers and their internal structure. We also find that the layer-layer connection strength can lead to the phase transition from the first-order phase to the continuous one or vice versa, whereas the internal connection can result in a different kind of phase transition (i.e., the so-called hybrid phase transition) apart from first-order and continuous one. Our results could have important implications for government decisions on public health resources devoted to epidemic disease control. |
format | Online Article Text |
id | pubmed-5785971 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-57859712018-02-07 Resource control of epidemic spreading through a multilayer network Jiang, Jian Zhou, Tianshou Sci Rep Article While the amount of resource is an important factor in control of contagions, outbreaks may occur when they reach a finite fraction of the population. An unexplored issue is how much the resource amount is invested to control this outbreak. Here we analyze a mechanic model of epidemic spreading, which considers both resource factor and network layer. We find that there is a resource threshold, such that a significant fraction of the total population may be infected (i.e., an outbreak will occur) if the amount of resource is below this threshold, but the outbreak may be effectively eradicated if it is beyond the threshold. The threshold is dependent upon both the connection strength between the layers and their internal structure. We also find that the layer-layer connection strength can lead to the phase transition from the first-order phase to the continuous one or vice versa, whereas the internal connection can result in a different kind of phase transition (i.e., the so-called hybrid phase transition) apart from first-order and continuous one. Our results could have important implications for government decisions on public health resources devoted to epidemic disease control. Nature Publishing Group UK 2018-01-26 /pmc/articles/PMC5785971/ /pubmed/29374273 http://dx.doi.org/10.1038/s41598-018-20105-w 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 Jiang, Jian Zhou, Tianshou Resource control of epidemic spreading through a multilayer network |
title | Resource control of epidemic spreading through a multilayer network |
title_full | Resource control of epidemic spreading through a multilayer network |
title_fullStr | Resource control of epidemic spreading through a multilayer network |
title_full_unstemmed | Resource control of epidemic spreading through a multilayer network |
title_short | Resource control of epidemic spreading through a multilayer network |
title_sort | resource control of epidemic spreading through a multilayer network |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5785971/ https://www.ncbi.nlm.nih.gov/pubmed/29374273 http://dx.doi.org/10.1038/s41598-018-20105-w |
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