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Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation
Control measures are necessary to contain the spread of serious infectious diseases such as COVID-19, especially in its early stage. We propose to use temporal reproduction number an extension of effective reproduction number, to evaluate the efficacy of control measures, and establish a Monte-Carlo...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877593/ https://www.ncbi.nlm.nih.gov/pubmed/33571273 http://dx.doi.org/10.1371/journal.pone.0246715 |
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author | Chen, Duanbing Zhou, Tao |
author_facet | Chen, Duanbing Zhou, Tao |
author_sort | Chen, Duanbing |
collection | PubMed |
description | Control measures are necessary to contain the spread of serious infectious diseases such as COVID-19, especially in its early stage. We propose to use temporal reproduction number an extension of effective reproduction number, to evaluate the efficacy of control measures, and establish a Monte-Carlo method to estimate the temporal reproduction number without complete information about symptom onsets. The province-level analysis indicates that the effective reproduction numbers of the majority of provinces in mainland China got down to < 1 just by one week from the setting of control measures, and the temporal reproduction number of the week [15 Feb, 21 Feb] is only about 0.18. It is therefore likely that Chinese control measures on COVID-19 are effective and efficient, though more research needs to be performed. |
format | Online Article Text |
id | pubmed-7877593 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-78775932021-02-19 Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation Chen, Duanbing Zhou, Tao PLoS One Research Article Control measures are necessary to contain the spread of serious infectious diseases such as COVID-19, especially in its early stage. We propose to use temporal reproduction number an extension of effective reproduction number, to evaluate the efficacy of control measures, and establish a Monte-Carlo method to estimate the temporal reproduction number without complete information about symptom onsets. The province-level analysis indicates that the effective reproduction numbers of the majority of provinces in mainland China got down to < 1 just by one week from the setting of control measures, and the temporal reproduction number of the week [15 Feb, 21 Feb] is only about 0.18. It is therefore likely that Chinese control measures on COVID-19 are effective and efficient, though more research needs to be performed. Public Library of Science 2021-02-11 /pmc/articles/PMC7877593/ /pubmed/33571273 http://dx.doi.org/10.1371/journal.pone.0246715 Text en © 2021 Chen, Zhou http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chen, Duanbing Zhou, Tao Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title | Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title_full | Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title_fullStr | Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title_full_unstemmed | Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title_short | Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation |
title_sort | evaluating the effect of chinese control measures on covid-19 via temporal reproduction number estimation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877593/ https://www.ncbi.nlm.nih.gov/pubmed/33571273 http://dx.doi.org/10.1371/journal.pone.0246715 |
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