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Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study
Background: COVID-19 developed into a global pandemic in 2020 and poses challenges regarding the prevention and control capabilities of countries. A large number of inbound travelers from other regions could lead to a renewed outbreak of COVID-19 in the local regions. Globally, as a result of the im...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7738349/ https://www.ncbi.nlm.nih.gov/pubmed/33344408 http://dx.doi.org/10.3389/fpubh.2020.609974 |
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author | Sun, Zhong He, Guozhong Huang, Ninghao Chen, Hongyu Zhang, Shuwei Zhao, Zizhao Zhao, Yao Yang, Guang Yang, Songwang Xiong, Haiyan Karuppiah, Thilakavathy Kumar, S. Suresh He, Jibo Xiong, Chenglong |
author_facet | Sun, Zhong He, Guozhong Huang, Ninghao Chen, Hongyu Zhang, Shuwei Zhao, Zizhao Zhao, Yao Yang, Guang Yang, Songwang Xiong, Haiyan Karuppiah, Thilakavathy Kumar, S. Suresh He, Jibo Xiong, Chenglong |
author_sort | Sun, Zhong |
collection | PubMed |
description | Background: COVID-19 developed into a global pandemic in 2020 and poses challenges regarding the prevention and control capabilities of countries. A large number of inbound travelers from other regions could lead to a renewed outbreak of COVID-19 in the local regions. Globally, as a result of the imbalance in the control of the epidemic, all countries are facing the risk of a renewed COVID-19 outbreak brought about by travelers from epidemic areas. Therefore, studies on a proper management of the inbound travelers are urgent. Methods: We collected a total of 4,733,414 inbound travelers and 174 COVID-19 diagnosed patients in Yunnan province from 21 January 2020 to 20 February 2020. Data on place of origin, travel history, age, and gender, as well as whether they had suspected clinical manifestations for inbound travelers in Yunnan were collected. The impact of inbound travelers on the local epidemic was analyzed with a collinear statistical analysis and the effect of the control measures on the epidemic was evaluated with a sophisticated modeling approach. Results: Of the 174 COVID-19 patients, 60.9% were not from Yunnan, and 76.4% had a history of travel in Hubei. The amount of new daily cases in Yunnan was significant correlated with the number of inbound travelers from Hubei and suspected cases among them. Using Susceptible–Exposed–Infectious–Recovered (SEIR) model analysis, we found that the prevention and control measures dropped the local R0 down to 1.07 in Yunnan province. Conclusions: Our preliminary analysis showed that the proper management of inbound travelers from outbreak areas has a significantly positive effect on the prevention and control of the virus. In the process of resettlement, some effective measures taken by Yunnan province may provide an important reference for preventing the renewed COVID-19 outbreak in other regions. |
format | Online Article Text |
id | pubmed-7738349 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77383492020-12-17 Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study Sun, Zhong He, Guozhong Huang, Ninghao Chen, Hongyu Zhang, Shuwei Zhao, Zizhao Zhao, Yao Yang, Guang Yang, Songwang Xiong, Haiyan Karuppiah, Thilakavathy Kumar, S. Suresh He, Jibo Xiong, Chenglong Front Public Health Public Health Background: COVID-19 developed into a global pandemic in 2020 and poses challenges regarding the prevention and control capabilities of countries. A large number of inbound travelers from other regions could lead to a renewed outbreak of COVID-19 in the local regions. Globally, as a result of the imbalance in the control of the epidemic, all countries are facing the risk of a renewed COVID-19 outbreak brought about by travelers from epidemic areas. Therefore, studies on a proper management of the inbound travelers are urgent. Methods: We collected a total of 4,733,414 inbound travelers and 174 COVID-19 diagnosed patients in Yunnan province from 21 January 2020 to 20 February 2020. Data on place of origin, travel history, age, and gender, as well as whether they had suspected clinical manifestations for inbound travelers in Yunnan were collected. The impact of inbound travelers on the local epidemic was analyzed with a collinear statistical analysis and the effect of the control measures on the epidemic was evaluated with a sophisticated modeling approach. Results: Of the 174 COVID-19 patients, 60.9% were not from Yunnan, and 76.4% had a history of travel in Hubei. The amount of new daily cases in Yunnan was significant correlated with the number of inbound travelers from Hubei and suspected cases among them. Using Susceptible–Exposed–Infectious–Recovered (SEIR) model analysis, we found that the prevention and control measures dropped the local R0 down to 1.07 in Yunnan province. Conclusions: Our preliminary analysis showed that the proper management of inbound travelers from outbreak areas has a significantly positive effect on the prevention and control of the virus. In the process of resettlement, some effective measures taken by Yunnan province may provide an important reference for preventing the renewed COVID-19 outbreak in other regions. Frontiers Media S.A. 2020-12-02 /pmc/articles/PMC7738349/ /pubmed/33344408 http://dx.doi.org/10.3389/fpubh.2020.609974 Text en Copyright © 2020 Sun, He, Huang, Chen, Zhang, Zhao, Zhao, Yang, Yang, Xiong, Karuppiah, Kumar, He and Xiong. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Sun, Zhong He, Guozhong Huang, Ninghao Chen, Hongyu Zhang, Shuwei Zhao, Zizhao Zhao, Yao Yang, Guang Yang, Songwang Xiong, Haiyan Karuppiah, Thilakavathy Kumar, S. Suresh He, Jibo Xiong, Chenglong Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title | Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title_full | Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title_fullStr | Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title_full_unstemmed | Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title_short | Impact of the Inflow Population From Outbreak Areas on the COVID-19 Epidemic in Yunnan Province and the Recommended Control Measures: A Preliminary Study |
title_sort | impact of the inflow population from outbreak areas on the covid-19 epidemic in yunnan province and the recommended control measures: a preliminary study |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7738349/ https://www.ncbi.nlm.nih.gov/pubmed/33344408 http://dx.doi.org/10.3389/fpubh.2020.609974 |
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