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dc.contributor.authorNavares, Ricardo
dc.contributor.authorDiaz-Jimenez, Julio 
dc.contributor.authorAznarte, Jose L
dc.contributor.authorLinares-Gil, Cristina 
dc.date.accessioned2021-01-08T08:25:31Z
dc.date.available2021-01-08T08:25:31Z
dc.date.issued2020
dc.identifier.citationEnviron Res . 2020 May;184:109254.es_ES
dc.identifier.issn0013-9351
dc.identifier.urihttp://hdl.handle.net/20.500.12105/11583
dc.description.abstractIn this paper we establish the attributable risk on respiratory and cardiovascular disorders related to traffic intensity in Madrid. In contrast to previous related studies, the proposed approach directly associates road traffic counts to patient emergency admission rates instead of using primary air pollutants. By applying Shapley values over gradient boosting machines, a first selection step is performed among all traffic observation points based on their influence on patient emergency admissions at Gregorio Marañon hospital. A subsequent quantification of the relative risk associated to traffic intensity of the selected point is calculated via ARIMA and log-linear Poisson regression models. The results obtained show that 13% of respiratory cases are related to traffic intensity while, in the case of cardiovascular disorders, the percentage increases to 39%.es_ES
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.relation.isversionofPostprintes_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subjectTraffic intensityes_ES
dc.subjectHospital admissionses_ES
dc.subjectAttributable riskes_ES
dc.subjectARIMAes_ES
dc.subjectPoisson regressiones_ES
dc.subject.meshAir Pollutants es_ES
dc.subject.meshAir Pollution es_ES
dc.subject.meshHospitalization es_ES
dc.subject.meshVehicle Emissions es_ES
dc.subject.meshEmergency Service, Hospitales_ES
dc.subject.meshHumans es_ES
dc.subject.meshPatient Admission es_ES
dc.subject.meshRisk Factors es_ES
dc.titleDirect assessment of health impacts on hospital admission from traffic intensity in Madrid.es_ES
dc.typeArtículoes_ES
dc.rights.licenseAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.identifier.pubmedID32126373es_ES
dc.format.volume184es_ES
dc.format.page109254es_ES
dc.identifier.doi10.1016/j.envres.2020.109254es_ES
dc.description.peerreviewedes_ES
dc.relation.publisherversionhttps://doi.org/10.1016/j.envres.2020.109254es_ES
dc.identifier.journalEnvironmental researches_ES
dc.repisalud.centroISCIII::Escuela Nacional de Sanidades_ES
dc.repisalud.institucionISCIIIes_ES
dc.rights.accessRightsinfo:eu-repo/semantics/embargoedAccesses_ES


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Attribution-NonCommercial-NoDerivatives 4.0 Internacional
This item is licensed under a: Attribution-NonCommercial-NoDerivatives 4.0 Internacional