Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study

Bibliographic Details
Main Author: Oliveira, Fernando Luiz Pereira de
Publication Date: 2023
Other Authors: Pimenta, Adriano Marçal, Duncan, Bruce Bartholow, Griep, Rosane Harter, Souza, Gustavo de, Barreto, Sandhi Maria, Giatti, Luana
Format: Article
Language: eng
Source: Repositório Institucional da FIOCRUZ (ARCA)
Download full: https://www.arca.fiocruz.br/handle/icict/58773
Summary: Universidade Federal de Ouro Preto. Instituto de Ciências Exatas e Biológicas. Ouro Preto, MG, Brasil / Universidade Federal de Minas Gerais. Faculdade de Medicina. Belo Horizonte, MG, Brasil.
id CRUZ_2a6e48378b3f50d43fa817feab957354
oai_identifier_str oai:www.arca.fiocruz.br:icict/58773
network_acronym_str CRUZ
network_name_str Repositório Institucional da FIOCRUZ (ARCA)
repository_id_str 2135
spelling Oliveira, Fernando Luiz Pereira dePimenta, Adriano MarçalDuncan, Bruce BartholowGriep, Rosane HarterSouza, Gustavo deBarreto, Sandhi MariaGiatti, Luana2023-05-27T15:14:51Z2023-05-27T15:14:51Z2023OLIVEIRA, Fernando Luiz Pereira de et al. Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study. Cadernos de Saúde Pública, v. 39, n. 5, e00138822, p. 1 - 17, 2023.1678-4464https://www.arca.fiocruz.br/handle/icict/5877310.1590/0102-311XEN138822engFundação Oswaldo Cruz. Escola Nacional de Saúde Pública Sergio AroucaVizinhançaAnálise de ClusterFatores socioeconômicosNeighborhoodCluster AnalysisSocioeconomic FactorsSpatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort studyAglomerados espaciais de diabetes: características individuais e de vizinhança no estudo longitudinal ELSA-BrasilGrupos espaciales de diabetes: características individuales y vecinales en el estudio longitudinal ELSA-Brasilinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleUniversidade Federal de Ouro Preto. Instituto de Ciências Exatas e Biológicas. Ouro Preto, MG, Brasil / Universidade Federal de Minas Gerais. Faculdade de Medicina. Belo Horizonte, MG, Brasil.Universidade Federal do Paraná. Setor de Ciências da Saúde. Curitiba, PR, Brasil.Universidade Federal do Rio Grande do Sul. Porto Alegre, RS, Brasil.Fundação Oswaldo Cruz. Instituto Oswaldo Cruz. Rio de Janeiro, RJ, Brasil.Universidade Federal de Ouro Preto. Instituto de Ciências Exatas e Biológicas. Ouro Preto, MG, Brasil.Universidade Federal de Minas Gerais. Faculdade de Medicina. Belo Horizonte, MG, Brasil.Universidade Federal de Minas Gerais. Faculdade de Medicina. Belo Horizonte, MG, Brasil.This study identified spatial clusters of type 2 diabetes mellitus among participants of the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil) residing in two cities and verified individual and neighborhood socioeconomic environmental characteristics associated with the spatial clusters. A cross-sectional study was conducted with 4,335 participants. Type 2 diabetes mellitus was defined as fasting blood glucose ≥ 126mg/dL (7.0mmol/L), oral glucose tolerance test ≥ 200mg/dL (11.1mmol/L), or glycated hemoglobin ≥ 6.5% (48mmol/L); by antidiabetic drug use; or by the self-reported medical diagnosis of type 2 diabetes mellitus. Neighborhood socioeconomic characteristics were obtained from the 2011 Brazilian census. A spatial data analysis was conducted with the SaTScan method to detect spatial clusters. Logistic regression models were fitted to estimate the magnitude of associations. In total, 336 and 343 participants had type 2 diabetes mellitus in Belo Horizonte, Minas Gerais State (13.5%) and Salvador, Bahia State (18.5%), respectively. Two cluster areas showing a high chance of type 2 diabetes mellitus were identified in Belo Horizonte and Salvador. In both cities, participants living in the high type 2 diabetes mellitus cluster area were more likely to be mixed-race or black and have a low schooling level and manual work; these were also considered low-income areas. On the other hand, participants in the low type 2 diabetes mellitus cluster area of Salvador were less likely to be black and have low schooling level (university degree) and live in a low-income area. More vulnerable individual and neighborhood socioeconomic characteristics were associated with living in clusters of higher type 2 diabetes mellitus occurrence , whereas better contextual profiles were associated with clusters of lower prevalence.info:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-82991https://www.arca.fiocruz.br/bitstream/icict/58773/1/license.txt5a560609d32a3863062d77ff32785d58MD51ORIGINALRosaneGriep_SandhiBarreto_etalIOC_2023.pdfRosaneGriep_SandhiBarreto_etalIOC_2023.pdfapplication/pdf2819331https://www.arca.fiocruz.br/bitstream/icict/58773/2/RosaneGriep_SandhiBarreto_etalIOC_2023.pdf35daa08a21703bb38ff17c9677f8e67bMD52icict/587732023-09-04 11:03:09.956oai:www.arca.fiocruz.br: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ório InstitucionalPUBhttps://www.arca.fiocruz.br/oai/requestrepositorio.arca@fiocruz.bropendoar:21352023-09-04T14:03:09Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)false
dc.title.en_US.fl_str_mv Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
dc.title.alternative.en_US.fl_str_mv Aglomerados espaciais de diabetes: características individuais e de vizinhança no estudo longitudinal ELSA-Brasil
Grupos espaciales de diabetes: características individuales y vecinales en el estudio longitudinal ELSA-Brasil
title Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
spellingShingle Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
Oliveira, Fernando Luiz Pereira de
Vizinhança
Análise de Cluster
Fatores socioeconômicos
Neighborhood
Cluster Analysis
Socioeconomic Factors
title_short Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
title_full Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
title_fullStr Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
title_full_unstemmed Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
title_sort Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study
author Oliveira, Fernando Luiz Pereira de
author_facet Oliveira, Fernando Luiz Pereira de
Pimenta, Adriano Marçal
Duncan, Bruce Bartholow
Griep, Rosane Harter
Souza, Gustavo de
Barreto, Sandhi Maria
Giatti, Luana
author_role author
author2 Pimenta, Adriano Marçal
Duncan, Bruce Bartholow
Griep, Rosane Harter
Souza, Gustavo de
Barreto, Sandhi Maria
Giatti, Luana
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Oliveira, Fernando Luiz Pereira de
Pimenta, Adriano Marçal
Duncan, Bruce Bartholow
Griep, Rosane Harter
Souza, Gustavo de
Barreto, Sandhi Maria
Giatti, Luana
dc.subject.other.en_US.fl_str_mv Vizinhança
Análise de Cluster
Fatores socioeconômicos
topic Vizinhança
Análise de Cluster
Fatores socioeconômicos
Neighborhood
Cluster Analysis
Socioeconomic Factors
dc.subject.en.en_US.fl_str_mv Neighborhood
Cluster Analysis
Socioeconomic Factors
description Universidade Federal de Ouro Preto. Instituto de Ciências Exatas e Biológicas. Ouro Preto, MG, Brasil / Universidade Federal de Minas Gerais. Faculdade de Medicina. Belo Horizonte, MG, Brasil.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-05-27T15:14:51Z
dc.date.available.fl_str_mv 2023-05-27T15:14:51Z
dc.date.issued.fl_str_mv 2023
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv OLIVEIRA, Fernando Luiz Pereira de et al. Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study. Cadernos de Saúde Pública, v. 39, n. 5, e00138822, p. 1 - 17, 2023.
dc.identifier.uri.fl_str_mv https://www.arca.fiocruz.br/handle/icict/58773
dc.identifier.issn.en_US.fl_str_mv 1678-4464
dc.identifier.doi.none.fl_str_mv 10.1590/0102-311XEN138822
identifier_str_mv OLIVEIRA, Fernando Luiz Pereira de et al. Spatial clusters of diabetes: individual and neighborhood characteristics in the ELSA-Brasil cohort study. Cadernos de Saúde Pública, v. 39, n. 5, e00138822, p. 1 - 17, 2023.
1678-4464
10.1590/0102-311XEN138822
url https://www.arca.fiocruz.br/handle/icict/58773
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Fundação Oswaldo Cruz. Escola Nacional de Saúde Pública Sergio Arouca
publisher.none.fl_str_mv Fundação Oswaldo Cruz. Escola Nacional de Saúde Pública Sergio Arouca
dc.source.none.fl_str_mv reponame:Repositório Institucional da FIOCRUZ (ARCA)
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Repositório Institucional da FIOCRUZ (ARCA)
collection Repositório Institucional da FIOCRUZ (ARCA)
bitstream.url.fl_str_mv https://www.arca.fiocruz.br/bitstream/icict/58773/1/license.txt
https://www.arca.fiocruz.br/bitstream/icict/58773/2/RosaneGriep_SandhiBarreto_etalIOC_2023.pdf
bitstream.checksum.fl_str_mv 5a560609d32a3863062d77ff32785d58
35daa08a21703bb38ff17c9677f8e67b
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)
repository.mail.fl_str_mv repositorio.arca@fiocruz.br
_version_ 1798324825921421312

Similar Items