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Solvable delay model for epidemic spreading: the case of Covid-19 in Italy
We study a simple realistic model for describing the diffusion of an infectious disease on a population of individuals. The dynamics is governed by a single functional delay differential equation, which, in the case of a large population, can be solved exactly, even in the presence of a time-depende...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519166/ https://www.ncbi.nlm.nih.gov/pubmed/32978440 http://dx.doi.org/10.1038/s41598-020-72529-y |
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author | Dell’Anna, Luca |
author_facet | Dell’Anna, Luca |
author_sort | Dell’Anna, Luca |
collection | PubMed |
description | We study a simple realistic model for describing the diffusion of an infectious disease on a population of individuals. The dynamics is governed by a single functional delay differential equation, which, in the case of a large population, can be solved exactly, even in the presence of a time-dependent infection rate. This delay model has a higher degree of accuracy than that of the so-called SIR model, commonly used in epidemiology, which, instead, is formulated in terms of ordinary differential equations. We apply this model to describe the outbreak of the new infectious disease, Covid-19, in Italy, taking into account the containment measures implemented by the government in order to mitigate the spreading of the virus and the social costs for the population. |
format | Online Article Text |
id | pubmed-7519166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75191662020-09-29 Solvable delay model for epidemic spreading: the case of Covid-19 in Italy Dell’Anna, Luca Sci Rep Article We study a simple realistic model for describing the diffusion of an infectious disease on a population of individuals. The dynamics is governed by a single functional delay differential equation, which, in the case of a large population, can be solved exactly, even in the presence of a time-dependent infection rate. This delay model has a higher degree of accuracy than that of the so-called SIR model, commonly used in epidemiology, which, instead, is formulated in terms of ordinary differential equations. We apply this model to describe the outbreak of the new infectious disease, Covid-19, in Italy, taking into account the containment measures implemented by the government in order to mitigate the spreading of the virus and the social costs for the population. Nature Publishing Group UK 2020-09-25 /pmc/articles/PMC7519166/ /pubmed/32978440 http://dx.doi.org/10.1038/s41598-020-72529-y Text en © The Author(s) 2020 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/. |
spellingShingle | Article Dell’Anna, Luca Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title | Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title_full | Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title_fullStr | Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title_full_unstemmed | Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title_short | Solvable delay model for epidemic spreading: the case of Covid-19 in Italy |
title_sort | solvable delay model for epidemic spreading: the case of covid-19 in italy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519166/ https://www.ncbi.nlm.nih.gov/pubmed/32978440 http://dx.doi.org/10.1038/s41598-020-72529-y |
work_keys_str_mv | AT dellannaluca solvabledelaymodelforepidemicspreadingthecaseofcovid19initaly |