Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak

被引:33
作者
Saldana, Fernando [1 ]
Flores-Arguedas, Hugo [1 ]
Camacho-Gutierrez, Jose Ariel [2 ]
Barradas, Ignacio [1 ]
机构
[1] Ctr Invest Matemat, Guanajuato 36023, Guanajuato, Mexico
[2] Univ Autonoma Baja California, Fac Ciencias, Mexicali 22860, Baja California, Mexico
关键词
COVID-19; epidemic model; basic reproduction number; control strategies; parameter estimation;
D O I
10.3934/mbe.2020231
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper we develop a compartmental epidemic model to study the transmission dynamics of the COVID-19 epidemic outbreak, with Mexico as a practical example. In particular, we evaluate the theoretical impact of plausible control interventions such as home quarantine, social distancing, cautious behavior and other self imposed measures. We also investigate the impact of environmental cleaning and disinfection, and government-imposed isolation of infected individuals. We use a Bayesian approach and officially published data to estimate some of the model parameters, including the basic reproduction number. Our findings suggest that social distancing and quarantine are, the winning strategies to reduce the impact of the outbreak. Environmental cleaning can also be relevant, hut its cost and effort required to bring the maximum of the outbreak under control indicate that its cost-efficacy is low.
引用
收藏
页码:4165 / 4183
页数:19
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