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...
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Online Access: | https://doi.org/10.1371/journal.pone.0246715 |
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doaj-b400141c8b3344d9976011fbc0dc213e2021-03-04T13:10:01ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01162e024671510.1371/journal.pone.0246715Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation.Duanbing ChenTao ZhouControl 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.https://doi.org/10.1371/journal.pone.0246715 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Duanbing Chen Tao Zhou |
spellingShingle |
Duanbing Chen Tao Zhou Evaluating the effect of Chinese control measures on COVID-19 via temporal reproduction number estimation. PLoS ONE |
author_facet |
Duanbing Chen Tao Zhou |
author_sort |
Duanbing Chen |
title |
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_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_sort |
evaluating the effect of chinese control measures on covid-19 via temporal reproduction number estimation. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS ONE |
issn |
1932-6203 |
publishDate |
2021-01-01 |
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. |
url |
https://doi.org/10.1371/journal.pone.0246715 |
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AT duanbingchen evaluatingtheeffectofchinesecontrolmeasuresoncovid19viatemporalreproductionnumberestimation AT taozhou evaluatingtheeffectofchinesecontrolmeasuresoncovid19viatemporalreproductionnumberestimation |
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