A novel approach to model the role of mobility suppression and vaccinations in containing epidemics in a network of cities
作者机构：Department of PhysicsNew York University Abu DhabiAbu DhabiAbu DhabiUnited Arab Emirates Department of Mathematical SciencesUnited Arab Emirates UniversityAl AinAbu DhabiUnited Arab Emirates Emirates Center for Mobility ResearchUnited Arab Emirates UniversityAl AinAbu DhabiUnited Arab Emirates Department of Statistics and Business AnalyticsUnited Arab Emirates UniversityAl AinAbu DhabiUnited Arab Emirates
出 版 物：《Infectious Disease Modelling》 (传染病建模（英文）)
年 卷 期：2024年第9卷第2期
页 面：397-410页
核心收录：
学科分类：07[理学] 0701[理学-数学] 070101[理学-基础数学]
基 金：A.Tridane was supported by the UAEU UPAR grant number 12S125
主 题：Agent-based modeling Network Epidemics
摘 要：This paper presents a comprehensive agent-based model for the spread of an infection in a network of *** mobility is defined between each two cities and can take different *** work examines the role that such mobility levels play in containing the infection with various vaccination coverage and age *** results indicate that mobility reduction is sufficient to control the disease under all circumstances and full lockdowns are not a *** has to be reduced to different ratios depending on the vaccination level and age distribution.A key finding is that increasing vaccination coverage above a certain level does not affect the mobility suppression level required to control the infection anymore for the cases of young population and heterogeneous age *** investigating several migration and commuting patterns,it is found that shutting mobility in a few local places is favored against reducing mobility over the entire country *** addition,commuting-and not migration-influences the spread level of the *** work offers an exclusive combined network-based and agent-based model that makes use of randomly generated mobility matrices.
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