Publication:
Epidemic thresholds and human mobility

dc.contributor.authorPardo-Araujo, Marta
dc.contributor.authorGarcía-García, David
dc.contributor.authorAlonso, David
dc.contributor.authorBartumeus, Frederic
dc.contributor.funderFundación La Caixaes_ES
dc.contributor.funderUnión Europea. Comisión Europea. H2020es_ES
dc.date.accessioned2023-07-18T08:15:14Z
dc.date.available2023-07-18T08:15:14Z
dc.date.issued2023-07-14
dc.description.abstractA comprehensive view of disease epidemics demands a deep understanding of the complex interplay between human behaviour and infectious diseases. Here, we propose a flexible modelling framework that brings conclusions about the influence of human mobility and disease transmission on early epidemic growth, with applicability in outbreak preparedness. We use random matrix theory to compute an epidemic threshold, equivalent to the basic reproduction number [Formula: see text], for a SIR metapopulation model. The model includes both systematic and random features of human mobility. Variations in disease transmission rates, mobility modes (i.e. commuting and migration), and connectivity strengths determine the threshold value and whether or not a disease may potentially establish in the population, as well as the local incidence distribution.es_ES
dc.description.peerreviewedes_ES
dc.description.sponsorshipThe project leading to these results has received funding from “la Caixa” Foundation (ID 100010434), under Agreement HR-18-0036, and the program EU Horizon 2020, Grant Agreement “VEO” No. 874735.es_ES
dc.format.number1es_ES
dc.format.page11409es_ES
dc.format.volume13es_ES
dc.identifier.citationSci Rep. 2023 Jul 14;13(1):11409.es_ES
dc.identifier.doi10.1038/s41598-023-38395-0es_ES
dc.identifier.e-issn2045-2322es_ES
dc.identifier.journalScientific reportses_ES
dc.identifier.pubmedID37452118es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/16283
dc.language.isoenges_ES
dc.publisherNature Publishing Groupes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/874735/EUes_ES
dc.relation.publisherversionhttps://doi.org/10.1038/s41598-023-38395-0es_ES
dc.repisalud.centroISCIII::Centro Nacional de Epidemiologíaes_ES
dc.repisalud.institucionISCIIIes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.licenseAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subject.meshCommunicable Diseaseses_ES
dc.subject.meshEpidemicses_ES
dc.subject.meshHumanses_ES
dc.subject.meshModels, Biologicales_ES
dc.subject.meshDisease Outbreakses_ES
dc.subject.meshBasic Reproduction Numberes_ES
dc.titleEpidemic thresholds and human mobilityes_ES
dc.typeresearch articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
relation.isAuthorOfPublication5fe0bc5e-e4c2-4310-a38d-6f652d2ea94a
relation.isAuthorOfPublication.latestForDiscovery5fe0bc5e-e4c2-4310-a38d-6f652d2ea94a

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