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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Main Authors: Fernando Saldaña, Hugo Flores-Arguedas, José Ariel Camacho-Gutiérrez, Ignacio Barradas
Format: Article
Language:English
Published: AIMS Press 2020-06-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2020231?viewType=HTML
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spelling 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
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