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Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China
BACKGROUND: In September 2021, there was an outbreak of coronavirus disease 2019 (COVID-19) in Xiamen, China. Various non-pharmacological interventions (NPIs) and pharmacological interventions (PIs) have been implemented to prevent and control the spread of the disease. This study aimed to evaluate...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326243/ https://www.ncbi.nlm.nih.gov/pubmed/35910883 http://dx.doi.org/10.3389/fpubh.2022.887146 |
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author | Liu, Weikang Guo, Zhinan Abudunaibi, Buasiyamu Ouyang, Xue Wang, Demeng Yang, Tianlong Deng, Bin Huang, Jiefeng Zhao, Benhua Su, Yanhua Su, Chenghao Chen, Tianmu |
author_facet | Liu, Weikang Guo, Zhinan Abudunaibi, Buasiyamu Ouyang, Xue Wang, Demeng Yang, Tianlong Deng, Bin Huang, Jiefeng Zhao, Benhua Su, Yanhua Su, Chenghao Chen, Tianmu |
author_sort | Liu, Weikang |
collection | PubMed |
description | BACKGROUND: In September 2021, there was an outbreak of coronavirus disease 2019 (COVID-19) in Xiamen, China. Various non-pharmacological interventions (NPIs) and pharmacological interventions (PIs) have been implemented to prevent and control the spread of the disease. This study aimed to evaluate the effectiveness of various interventions and to identify priorities for the implementation of prevention and control measures. METHODS: The data of patients with COVID-19 were collected from 8 to 30 September 2021. A Susceptible-Exposed-Infectious-Recovered (SEIR) dynamics model was developed to fit the data and simulate the effectiveness of interventions (medical treatment, isolation, social distancing, masking, and vaccination) under different scenarios. The effective reproductive number (R(eff)) was used to assess the transmissibility and transmission risk. RESULTS: A total of 236 cases of COVID-19 were reported in Xiamen. The epidemic curve was divided into three phases (R(eff) = 6.8, 1.5, and 0). Notably, the cumulative number of cases was reduced by 99.67% due to the preventive and control measures implemented by the local government. In the effective containment stage, the number of cases could be reduced to 115 by intensifying the implementation of interventions. The total number of cases (TN) could be reduced by 29.66–95.34% when patients voluntarily visit fever clinics. When only two or three of these measures are implemented, the simulated TN may be greater than the actual number. As four measures were taken simultaneously, the TN may be <100, which is 57.63% less than the actual number. The simultaneous implementation of five interventions could rapidly control the transmission and reduce the number of cases to fewer than 25. CONCLUSION: With the joint efforts of the government and the public, the outbreak was controlled quickly and effectively. Authorities could promptly cut the transmission chain and control the spread of the disease when patients with fever voluntarily went to the hospital. The ultimate effect of controlling the outbreak through only one intervention was not obvious. The combined community control and mask wearing, along with other interventions, could lead to rapid control of the outbreak and ultimately lower the total number of cases. More importantly, this would mitigate the impact of the outbreak on society and socioeconomics. |
format | Online Article Text |
id | pubmed-9326243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93262432022-07-28 Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China Liu, Weikang Guo, Zhinan Abudunaibi, Buasiyamu Ouyang, Xue Wang, Demeng Yang, Tianlong Deng, Bin Huang, Jiefeng Zhao, Benhua Su, Yanhua Su, Chenghao Chen, Tianmu Front Public Health Public Health BACKGROUND: In September 2021, there was an outbreak of coronavirus disease 2019 (COVID-19) in Xiamen, China. Various non-pharmacological interventions (NPIs) and pharmacological interventions (PIs) have been implemented to prevent and control the spread of the disease. This study aimed to evaluate the effectiveness of various interventions and to identify priorities for the implementation of prevention and control measures. METHODS: The data of patients with COVID-19 were collected from 8 to 30 September 2021. A Susceptible-Exposed-Infectious-Recovered (SEIR) dynamics model was developed to fit the data and simulate the effectiveness of interventions (medical treatment, isolation, social distancing, masking, and vaccination) under different scenarios. The effective reproductive number (R(eff)) was used to assess the transmissibility and transmission risk. RESULTS: A total of 236 cases of COVID-19 were reported in Xiamen. The epidemic curve was divided into three phases (R(eff) = 6.8, 1.5, and 0). Notably, the cumulative number of cases was reduced by 99.67% due to the preventive and control measures implemented by the local government. In the effective containment stage, the number of cases could be reduced to 115 by intensifying the implementation of interventions. The total number of cases (TN) could be reduced by 29.66–95.34% when patients voluntarily visit fever clinics. When only two or three of these measures are implemented, the simulated TN may be greater than the actual number. As four measures were taken simultaneously, the TN may be <100, which is 57.63% less than the actual number. The simultaneous implementation of five interventions could rapidly control the transmission and reduce the number of cases to fewer than 25. CONCLUSION: With the joint efforts of the government and the public, the outbreak was controlled quickly and effectively. Authorities could promptly cut the transmission chain and control the spread of the disease when patients with fever voluntarily went to the hospital. The ultimate effect of controlling the outbreak through only one intervention was not obvious. The combined community control and mask wearing, along with other interventions, could lead to rapid control of the outbreak and ultimately lower the total number of cases. More importantly, this would mitigate the impact of the outbreak on society and socioeconomics. Frontiers Media S.A. 2022-07-13 /pmc/articles/PMC9326243/ /pubmed/35910883 http://dx.doi.org/10.3389/fpubh.2022.887146 Text en Copyright © 2022 Liu, Guo, Abudunaibi, Ouyang, Wang, Yang, Deng, Huang, Zhao, Su, Su and Chen. https://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 Liu, Weikang Guo, Zhinan Abudunaibi, Buasiyamu Ouyang, Xue Wang, Demeng Yang, Tianlong Deng, Bin Huang, Jiefeng Zhao, Benhua Su, Yanhua Su, Chenghao Chen, Tianmu Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title | Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title_full | Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title_fullStr | Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title_full_unstemmed | Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title_short | Model-Based Evaluation of Transmissibility and Intervention Measures for a COVID-19 Outbreak in Xiamen City, China |
title_sort | model-based evaluation of transmissibility and intervention measures for a covid-19 outbreak in xiamen city, china |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9326243/ https://www.ncbi.nlm.nih.gov/pubmed/35910883 http://dx.doi.org/10.3389/fpubh.2022.887146 |
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