tetano
Editor, Senior Moderator
J Biomed Res
. 2020 Oct 30;34(6):422-430.
doi: 10.7555/JBR.34.20200119.
Modeling the transmission dynamics of COVID-19 epidemic: a systematic review
Jinxing Guan[SUP] 1 [/SUP], Yongyue Wei[SUP] 1 [/SUP], Yang Zhao[SUP] 1 [/SUP], Feng Chen[SUP] 1 [/SUP]
Affiliations
Abstract
The outbreak and rapid spread of COVID-19 has become a public health emergency of international concern. A number of studies have used modeling techniques and developed dynamic models to estimate the epidemiological parameters, explore and project the trends of the COVID-19, and assess the effects of intervention or control measures. We identified 63 studies and summarized the three aspects of these studies: epidemiological parameters estimation, trend prediction, and control measure evaluation. Despite the discrepancy between the predictions and the actuals, the dynamic model has made great contributions in the above three aspects. The most important role of dynamic models is exploring possibilities rather than making strong predictions about longer-term disease dynamics.
Keywords: COVID-19; SEIR model; SIR model; coronavirus; epidemiology modeling; transmission dynamic model.
. 2020 Oct 30;34(6):422-430.
doi: 10.7555/JBR.34.20200119.
Modeling the transmission dynamics of COVID-19 epidemic: a systematic review
Jinxing Guan[SUP] 1 [/SUP], Yongyue Wei[SUP] 1 [/SUP], Yang Zhao[SUP] 1 [/SUP], Feng Chen[SUP] 1 [/SUP]
Affiliations
- PMID: 33243940
- DOI: 10.7555/JBR.34.20200119
Abstract
The outbreak and rapid spread of COVID-19 has become a public health emergency of international concern. A number of studies have used modeling techniques and developed dynamic models to estimate the epidemiological parameters, explore and project the trends of the COVID-19, and assess the effects of intervention or control measures. We identified 63 studies and summarized the three aspects of these studies: epidemiological parameters estimation, trend prediction, and control measure evaluation. Despite the discrepancy between the predictions and the actuals, the dynamic model has made great contributions in the above three aspects. The most important role of dynamic models is exploring possibilities rather than making strong predictions about longer-term disease dynamics.
Keywords: COVID-19; SEIR model; SIR model; coronavirus; epidemiology modeling; transmission dynamic model.