Estimation and sensitivity analysis of a COVID-19 model considering the use of face mask and vaccination

To model the COVID-19 infection and develop effective control measures, this paper proposes an SEIR-type epidemic model considering the impact of face-mask wearing and vaccination. Firstly, the effective reproduction number and the threshold conditions are obtained. Secondly, based on the data of So...

Full description

Saved in:
Bibliographic Details
Published in:Scientific reports 2023-04, Vol.13 (1), p.6434-6434, Article 6434
Main Authors: Bai, Zhongtian, Ma, Zhihui, Jing, Libaihe, Li, Yonghong, Wang, Shufan, Wang, Bin-Guo, Wu, Yan, Han, Xiaotao
Format: Article
Language:English
Subjects:
639/705
692/699
Basic Reproduction Number
Coronaviruses
COVID-19
COVID-19 - epidemiology
COVID-19 - prevention & control
COVID-19 vaccines
Disease control
Epidemic models
Epidemics
Face
Humanities and Social Sciences
Humans
Immunization
Masks
multidisciplinary
Protective equipment
Science
Science (multidisciplinary)
Sensitivity analysis
Vaccination
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:To model the COVID-19 infection and develop effective control measures, this paper proposes an SEIR-type epidemic model considering the impact of face-mask wearing and vaccination. Firstly, the effective reproduction number and the threshold conditions are obtained. Secondly, based on the data of South Korea from January 20, 2022 to March 21, 2022, the model parameters are estimated. Finally, a sensitivity analysis and the numerical study are conducted. The results show that the face-mask wearing is associated with 83 % and 90 % reductions in the numbers of cumulative cases and newly confirmed cases, respectively, after a period of 60 days, when the face mask wearing rate increases by 15 % . Furthermore, the vaccination rate is associated with 75 % and 80 % reductions in the numbers of cumulative cases and the newly confirmed cases, respectively, after the same period of 60 days when the vaccination rate is increased by 15 % . A combined measure involving face-mask wearing and vaccination may be more effective and reasonable in preventing and controlling this infection. It is also suggested that disease control departments should strongly recommended the wearing of face masks s as well as vaccination to prevent the unvaccinated people from becoming infected.
ISSN:2045-2322
2045-2322
DOI:10.1038/s41598-023-33499-z