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 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.

Automated summary

This paper proposes an SEIR-type epidemic model that considers the impact of face-mask wearing and vaccination to simulate the spread of COVID-19 and develop effective control measures. The model parameters are estimated based on South Korea's data. The results show that increasing the face mask wearing rate by 15% reduces the cumulative and newly confirmed cases by 83% and 90% respectively after 60 days. Increasing the vaccination rate by 15% also leads to reductions of 75% and 80% in the cumulative and newly confirmed cases after the same period. A combined measure of mask wearing and vaccination is suggested for more effective prevention and control, and the importance of promoting both measures is emphasized.