6296c93d805bb947261970eec45420f5 271960.pdf 88ad2f1933ee01db762aaeaffdc7b5b1589959e6 271960.pdf cd631b943dd0741e47a941deba3acc404942c21f53dd9666a9e5b14022e27126 271960.pdf Title: Geographical Variability in Mortality in Urban Areas: A Joint Analysis of 16 Causes of Death Subject: The geographical distribution of mortality has frequently been studied. Nevertheless, those studies often consider isolated causes of death. In this work, we aim to study the geographical distribution of mortality in urban areas, in particular, in 26 Spanish cities. We perform an overall study of 16 causes of death, considering that their geographical patterns could be dependent and estimating the dependence between the causes of death. We study the deaths in these 26 cities during the period 1996–2015 at the census tract level. A multivariate disease mapping model is used in order to solve the potential small area estimation problems that these data could show. We find that most of the geographical patterns found show positive correlations. This suggests the existence of a transversal geographical pattern, common to most causes of deaths, which determines those patterns to a higher/lower extent depending on each disease. The causes of death that exhibit that underlying pattern in a more prominent manner are chronic obstructive pulmonary disease (COPD), lung cancer, and cirrhosis for men and cardiovascular diseases and dementias for women. Such findings are quite consistent for most of the cities in the study. The high positive correlation found between geographical patterns reflects the existence of both high and low-risk areas in urban settings, in general terms for nearly all the causes of death. Moreover, the high-risk areas found often coincide with neighborhoods known for their high deprivation. Our results suggest that dependence among causes of death is a key aspect to be taken into account when mapping mortality, at least in urban contexts. Keywords: mortality; urban areas; geographical inequalities; multivariate disease mapping Author: Miguel A. Martinez-Beneito, Carlos Vergara-Hernández, Paloma Botella-Rocamora, Francisca Corpas-Burgos, Jordi Pérez-Panadés, Óscar Zurriaga, Elena Aldasoro, Carme Borrell, Elena Cabeza, Lluís Cirera, Josu Delfrade Osinaga, Ana Fernández-Somoano, Ana Gandarillas, Pedro L. Lorenzo Ruano, Marc Marí-Dell’Olmo, Andreu Nolasco, M. 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03:02:49 CEST RepresentationInformation: 271960.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2023-03-31 12:05:14 CEST Size: 815934 Format: PDF Version: 1.5 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf PDFMetadata: Objects: 0 FreeObjects: 1 IncrementalUpdates: 0 DocumentCatalog: ViewerPreferences: HideToolbar: false HideMenubar: false HideWindowUI: false FitWindow: true CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: SinglePage PageMode: UseNone Outlines: Item: Title: ぉのぴひはつふっぴどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸲ Item: Title: きちぴづひどちぬびぜ〴ぜ〰ちのつぜ〴ぜ〰きづぴとはつびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮ㄩ‾㸊⡜㌷㙜㌷㝜〰いづびどでのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㈩‾㸊⡜㌷㙜㌷㝜〰こぴふつべぜ〴ぜ〰ぐはばふぬちぴどはのぜ〴ぜ〰ちのつぜ〴ぜ〰ぉのてはひねちぴどはのぜ〴ぜ〰こはふひっづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㌩‾㸊⡜㌷㙜㌷㝜〰ざちひどちぢぬづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰いちぴちぜ〴ぜ〰ぁのちぬべびどびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Children: Item: Title: いづびどでのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㈩‾㸊⡜㌷㙜㌷㝜〰こぴふつべぜ〴ぜ〰ぐはばふぬちぴどはのぜ〴ぜ〰ちのつぜ〴ぜ〰ぉのてはひねちぴどはのぜ〴ぜ〰こはふひっづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㌩‾㸊⡜㌷㙜㌷㝜〰ざちひどちぢぬづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰いちぴちぜ〴ぜ〰ぁのちぬべびどびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: こぴふつべぜ〴ぜ〰ぐはばふぬちぴどはのぜ〴ぜ〰ちのつぜ〴ぜ〰ぉのてはひねちぴどはのぜ〴ぜ〰こはふひっづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㌩‾㸊⡜㌷㙜㌷㝜〰ざちひどちぢぬづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰いちぴちぜ〴ぜ〰ぁのちぬべびどびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: ざちひどちぢぬづびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳畢獥捴楯渮㈮㐩‾㸊⡜㌷㙜㌷㝜〰いちぴちぜ〴ぜ〰ぁのちぬべびどびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: いちぴちぜ〴ぜ〰ぁのちぬべびどびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸳ Item: Title: げづびふぬぴびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸴ Item: Title: いどびっふびびどはのぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸵ Item: Title: ぃはのっぬふびどはのびぜ〴〩਼㰠⽓ 䝯呯 䐠⡳散瑩潮⸵ Item: Title: げづてづひづのっづび Filters: FilterPipeline: FlateDecode Fonts: Type1: Font: BaseFont: LTPIDL+URWPalladioL-Bold FontSubset: true FirstChar: 2 LastChar: 134 FontDescriptor: FontName: LTPIDL+URWPalladioL-Bold Flags: Symbolic FontBBox: -152, -301, 1000, 935 FontFile: true EncodingDictionary: Differences: true Font: BaseFont: VBANAT+VnURWPalladioL-Bold FontSubset: true FirstChar: 161 LastChar: 194 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