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Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan
COVID-19 has globally spread to over 4 million people and the epidemic situation in Japan is very serious. The purpose of this research was to assess the risk of COVID-19 epidemic dissemination in Japan by estimating the current state of epidemic dissemination and providing some epidemic prevention...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7312241/ https://www.ncbi.nlm.nih.gov/pubmed/32486011 http://dx.doi.org/10.3390/ijerph17113872 |
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author | Chen, Zhongxiang Yang, Jun Dai, Binxiang |
author_facet | Chen, Zhongxiang Yang, Jun Dai, Binxiang |
author_sort | Chen, Zhongxiang |
collection | PubMed |
description | COVID-19 has globally spread to over 4 million people and the epidemic situation in Japan is very serious. The purpose of this research was to assess the risk of COVID-19 epidemic dissemination in Japan by estimating the current state of epidemic dissemination and providing some epidemic prevention and control recommendations. Firstly, the period from 6 January to 31 March 2020 was divided into four stages and the relevant parameters were estimated according to the imported cases in Japan. The basic reproduction number of the current stage is 1.954 (95% confidence interval (CI) 1.851–2.025), which means COVID-19 will spread quickly, and the self-healing rate of Japanese is about 0.495 (95% CI 0.437–0.506), with small variations in the four stages. Secondly, the results were applied to the actual reported cases from 1 to 5 April 2020, verifying the reliability of the estimated data using the accumulated reported cases located within the 95% confidence interval and the relative error of forecast data of five days being less than [Formula: see text]. Thirdly, considering the medical resources in Japan, the times the epidemic beds and ventilators become fully occupied are predicted as 5 and 15 May 2020, respectively. Keeping with the current situation, the final death toll in Japan may reach into the millions. Finally, based on experience with COVID-19 prevention and control in China, robust measures such as nationwide shutdown, store closures, citizens isolating themselves at home, and increasing PCR testing would quickly and effectively prevent COVID-19 spread. |
format | Online Article Text |
id | pubmed-7312241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73122412020-06-26 Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan Chen, Zhongxiang Yang, Jun Dai, Binxiang Int J Environ Res Public Health Article COVID-19 has globally spread to over 4 million people and the epidemic situation in Japan is very serious. The purpose of this research was to assess the risk of COVID-19 epidemic dissemination in Japan by estimating the current state of epidemic dissemination and providing some epidemic prevention and control recommendations. Firstly, the period from 6 January to 31 March 2020 was divided into four stages and the relevant parameters were estimated according to the imported cases in Japan. The basic reproduction number of the current stage is 1.954 (95% confidence interval (CI) 1.851–2.025), which means COVID-19 will spread quickly, and the self-healing rate of Japanese is about 0.495 (95% CI 0.437–0.506), with small variations in the four stages. Secondly, the results were applied to the actual reported cases from 1 to 5 April 2020, verifying the reliability of the estimated data using the accumulated reported cases located within the 95% confidence interval and the relative error of forecast data of five days being less than [Formula: see text]. Thirdly, considering the medical resources in Japan, the times the epidemic beds and ventilators become fully occupied are predicted as 5 and 15 May 2020, respectively. Keeping with the current situation, the final death toll in Japan may reach into the millions. Finally, based on experience with COVID-19 prevention and control in China, robust measures such as nationwide shutdown, store closures, citizens isolating themselves at home, and increasing PCR testing would quickly and effectively prevent COVID-19 spread. MDPI 2020-05-29 2020-06 /pmc/articles/PMC7312241/ /pubmed/32486011 http://dx.doi.org/10.3390/ijerph17113872 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chen, Zhongxiang Yang, Jun Dai, Binxiang Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title | Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title_full | Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title_fullStr | Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title_full_unstemmed | Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title_short | Forecast Possible Risk for COVID-19 Epidemic Dissemination under Current Control Strategies in Japan |
title_sort | forecast possible risk for covid-19 epidemic dissemination under current control strategies in japan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7312241/ https://www.ncbi.nlm.nih.gov/pubmed/32486011 http://dx.doi.org/10.3390/ijerph17113872 |
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