Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/76167
DC FieldValueLanguage
dc.contributor.authorGarcía-Alonso, Carlos R.en_US
dc.contributor.authorSalvador-Carulla, Luisen_US
dc.contributor.authorNegrín Hernández, Miguel Ángelen_US
dc.contributor.authorMoreno-Kuestner, Bertaen_US
dc.date.accessioned2020-12-01T11:17:59Z-
dc.date.available2020-12-01T11:17:59Z-
dc.date.issued2010en_US
dc.identifier.issn1121-189Xen_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/76167-
dc.description.abstractAims - This study had two objectives: 1) to design and develop a computer-based tool, called Multi-Objective Evolutionary Algorithm/Hot-Spots (MOEA/HS), to identify and geographically locate highly autocorrelated zones or hot-spots and which merges different methods, and 2) to carry out a demonstration study in a geographical area where previous information about the distribution of schizophrenia prevalence is available and which can therefore be compared. Methods - Local Indicators of Spatial Aggregation (LISA) models as well as the Bayesian Conditional Autoregressive Model (CAR) were used as objectives in a multicriteria framework when highly autocorrelated zones (hot-spots) need to be identified and geographically located. A Multi-Objective Evolutionary Algorithm (MOEA) model was designed and used to identify highly autocorrelated areas of the prevalence of schizophrenia in Andalusia. Hot-spots were statistically identified using exponential-based QQ-Plots (statistics of extremes). Results - Efficient solutions (Pareto set) from MOEA/HS were analysed statistically and one main hot-spot was identified and spatially located. Our model can be used to identify and locate geographical hot-spots of schizophrenia prevalence in a large and complicated region. Conclusions - MOEA/FIS enables a compromise to be achieved between different econometric methods by highlighting very special zones in complex areas where schizophrenia shows a high autocorrelation.en_US
dc.languageengen_US
dc.relation.ispartofEpidemiologia e Psichiatria Socialeen_US
dc.sourceEpidemiologia e Psichiatria Sociale [ISSN 1121-189X], v. 19 (4), p. 302-313, (Octubre-Diciembre 2010)en_US
dc.subject3314 Tecnología médicaen_US
dc.subject.otherMultiobjective Evolutionary Algorithmsen_US
dc.subject.otherSpatial Analysisen_US
dc.subject.otherSchizophreniaen_US
dc.subject.otherHealth Careen_US
dc.titleDevelopment of a new spatial analysis tool in mental health: Identification of highly autocorrelated areas (hot-spots) of schizophrenia using a Multiobjective Evolutionary Algorithm model (MOEA/HS)en_US
dc.typeinfo:eu-repo/semantics/Articleen_US
dc.typeArticleen_US
dc.identifier.doi10.1017/S1121189X00000646en_US
dc.identifier.pmid21322504-
dc.identifier.scopus79751474236-
dc.identifier.isi000287345800007-
dc.contributor.authorscopusid15070557800-
dc.contributor.authorscopusid57201763249-
dc.contributor.authorscopusid36951887100-
dc.contributor.authorscopusid55663805900-
dc.identifier.eissn2038-1816-
dc.description.lastpage313en_US
dc.identifier.issue4-
dc.description.firstpage302en_US
dc.relation.volume19en_US
dc.investigacionCiencias Sociales y Jurídicasen_US
dc.type2Artículoen_US
dc.contributor.daisngid581661-
dc.contributor.daisngid12281092-
dc.contributor.daisngid1285254-
dc.contributor.daisngid899732-
dc.description.numberofpages12en_US
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Garcia-Alonso, CR-
dc.contributor.wosstandardWOS:Salvador-Carulla, L-
dc.contributor.wosstandardWOS:Negrin-Hernandez, MA-
dc.contributor.wosstandardWOS:Moreno-Kustner, B-
dc.date.coverdateOctubre 2010en_US
dc.identifier.ulpgcen_US
dc.description.jcr2,032
dc.description.jcrqQ2
item.fulltextSin texto completo-
item.grantfulltextnone-
crisitem.author.deptGIR Técnicas estadísticas bayesianas y de decisión en la economía y empresa-
crisitem.author.deptIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.deptDepartamento de Métodos Cuantitativos en Economía y Gestión-
crisitem.author.orcid0000-0002-7074-6268-
crisitem.author.parentorgIU de Turismo y Desarrollo Económico Sostenible-
crisitem.author.fullNameNegrín Hernández, Miguel Ángel-
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