Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak
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...
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doaj-422f77542dd0402d859e8f8583a919602021-08-31T01:56:21ZengAIMS PressMathematical Biosciences and Engineering1551-00182020-06-011744165418310.3934/mbe.2020231Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreakFernando Saldaña0Hugo Flores-Arguedas1José Ariel Camacho-Gutiérrez2Ignacio Barradas31. Centro de Investigación en Matemáticas, 36023 Guanajuato, Guanajuato, Mexico1. Centro de Investigación en Matemáticas, 36023 Guanajuato, Guanajuato, Mexico2. Facultad de Ciencias, Universidad Autónoma de Baja California, 22860 Baja California, Mexico1. Centro de Investigación en Matemáticas, 36023 Guanajuato, Guanajuato, MexicoIn 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, but its cost and effort required to bring the maximum of the outbreak under control indicate that its cost-efficacy is low.https://www.aimspress.com/article/doi/10.3934/mbe.2020231?viewType=HTMLcovid-19epidemic modelbasic reproduction numbercontrol strategiesparameter estimation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fernando Saldaña Hugo Flores-Arguedas José Ariel Camacho-Gutiérrez Ignacio Barradas |
spellingShingle |
Fernando Saldaña Hugo Flores-Arguedas José Ariel Camacho-Gutiérrez Ignacio Barradas Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak Mathematical Biosciences and Engineering covid-19 epidemic model basic reproduction number control strategies parameter estimation |
author_facet |
Fernando Saldaña Hugo Flores-Arguedas José Ariel Camacho-Gutiérrez Ignacio Barradas |
author_sort |
Fernando Saldaña |
title |
Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak |
title_short |
Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak |
title_full |
Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak |
title_fullStr |
Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak |
title_full_unstemmed |
Modeling the transmission dynamics and the impact of the control interventions for the COVID-19 epidemic outbreak |
title_sort |
modeling the transmission dynamics and the impact of the control interventions for the covid-19 epidemic outbreak |
publisher |
AIMS Press |
series |
Mathematical Biosciences and Engineering |
issn |
1551-0018 |
publishDate |
2020-06-01 |
description |
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, but its cost and effort required to bring the maximum of the outbreak under control indicate that its cost-efficacy is low. |
topic |
covid-19 epidemic model basic reproduction number control strategies parameter estimation |
url |
https://www.aimspress.com/article/doi/10.3934/mbe.2020231?viewType=HTML |
work_keys_str_mv |
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