Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil

Detalhes bibliográficos
Autor(a) principal: Pereira,Alessandra Gonçalves Lisbôa
Data de Publicação: 2015
Outros Autores: Medronho,Roberto de Andrade, Escosteguy,Claudia Caminha, Valencia,Luis Iván Ortiz, Magalhães,Mônica de Avelar Figueiredo Mafra
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Saúde Pública
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102015000100234
Resumo: OBJECTIVE To analyze the spatial distribution of risk for tuberculosis and its socioeconomic determinants in the city of Rio de Janeiro, Brazil.METHODS An ecological study on the association between the mean incidence rate of tuberculosis from 2004 to 2006 and socioeconomic indicators of the Censo Demográfico (Demographic Census) of 2000. The unit of analysis was the home district registered in the Sistema de Informação de Agravos de Notificação (Notifiable Diseases Information System) of Rio de Janeiro, Southeastern Brazil. The rates were standardized by sex and age group, and smoothed by the empirical Bayes method. Spatial autocorrelation was evaluated by Moran’s I. Multiple linear regression models were studied and the appropriateness of incorporating the spatial component in modeling was evaluated.RESULTS We observed a higher risk of the disease in some neighborhoods of the port and north regions, as well as a high incidence in the slums of Rocinha and Vidigal, in the south region, and Cidade de Deus, in the west. The final model identified a positive association for the variables: percentage of permanent private households in which the head of the house earns three to five minimum wages; percentage of individual residents in the neighborhood; and percentage of people living in homes with more than two people per bedroom.CONCLUSIONS The spatial analysis identified areas of risk of tuberculosis incidence in the neighborhoods of the city of Rio de Janeiro and also found spatial dependence for the incidence of tuberculosis and some socioeconomic variables. However, the inclusion of the space component in the final model was not required during the modeling process.
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spelling Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, BrazilTuberculosis, epidemiologySpatial AnalysisRisk FactorsSocioeconomic FactorsLinear ModelsOBJECTIVE To analyze the spatial distribution of risk for tuberculosis and its socioeconomic determinants in the city of Rio de Janeiro, Brazil.METHODS An ecological study on the association between the mean incidence rate of tuberculosis from 2004 to 2006 and socioeconomic indicators of the Censo Demográfico (Demographic Census) of 2000. The unit of analysis was the home district registered in the Sistema de Informação de Agravos de Notificação (Notifiable Diseases Information System) of Rio de Janeiro, Southeastern Brazil. The rates were standardized by sex and age group, and smoothed by the empirical Bayes method. Spatial autocorrelation was evaluated by Moran’s I. Multiple linear regression models were studied and the appropriateness of incorporating the spatial component in modeling was evaluated.RESULTS We observed a higher risk of the disease in some neighborhoods of the port and north regions, as well as a high incidence in the slums of Rocinha and Vidigal, in the south region, and Cidade de Deus, in the west. The final model identified a positive association for the variables: percentage of permanent private households in which the head of the house earns three to five minimum wages; percentage of individual residents in the neighborhood; and percentage of people living in homes with more than two people per bedroom.CONCLUSIONS The spatial analysis identified areas of risk of tuberculosis incidence in the neighborhoods of the city of Rio de Janeiro and also found spatial dependence for the incidence of tuberculosis and some socioeconomic variables. However, the inclusion of the space component in the final model was not required during the modeling process.Faculdade de Saúde Pública da Universidade de São Paulo2015-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102015000100234Revista de Saúde Pública v.49 2015reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USP10.1590/S0034-8910.2015049005470info:eu-repo/semantics/openAccessPereira,Alessandra Gonçalves LisbôaMedronho,Roberto de AndradeEscosteguy,Claudia CaminhaValencia,Luis Iván OrtizMagalhães,Mônica de Avelar Figueiredo Mafraeng2015-10-28T00:00:00Zoai:scielo:S0034-89102015000100234Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=0034-8910&lng=pt&nrm=isoONGhttps://old.scielo.br/oai/scielo-oai.phprevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2015-10-28T00:00Revista de Saúde Pública - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
title Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
spellingShingle Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
Pereira,Alessandra Gonçalves Lisbôa
Tuberculosis, epidemiology
Spatial Analysis
Risk Factors
Socioeconomic Factors
Linear Models
title_short Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
title_full Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
title_fullStr Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
title_full_unstemmed Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
title_sort Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil
author Pereira,Alessandra Gonçalves Lisbôa
author_facet Pereira,Alessandra Gonçalves Lisbôa
Medronho,Roberto de Andrade
Escosteguy,Claudia Caminha
Valencia,Luis Iván Ortiz
Magalhães,Mônica de Avelar Figueiredo Mafra
author_role author
author2 Medronho,Roberto de Andrade
Escosteguy,Claudia Caminha
Valencia,Luis Iván Ortiz
Magalhães,Mônica de Avelar Figueiredo Mafra
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Pereira,Alessandra Gonçalves Lisbôa
Medronho,Roberto de Andrade
Escosteguy,Claudia Caminha
Valencia,Luis Iván Ortiz
Magalhães,Mônica de Avelar Figueiredo Mafra
dc.subject.por.fl_str_mv Tuberculosis, epidemiology
Spatial Analysis
Risk Factors
Socioeconomic Factors
Linear Models
topic Tuberculosis, epidemiology
Spatial Analysis
Risk Factors
Socioeconomic Factors
Linear Models
description OBJECTIVE To analyze the spatial distribution of risk for tuberculosis and its socioeconomic determinants in the city of Rio de Janeiro, Brazil.METHODS An ecological study on the association between the mean incidence rate of tuberculosis from 2004 to 2006 and socioeconomic indicators of the Censo Demográfico (Demographic Census) of 2000. The unit of analysis was the home district registered in the Sistema de Informação de Agravos de Notificação (Notifiable Diseases Information System) of Rio de Janeiro, Southeastern Brazil. The rates were standardized by sex and age group, and smoothed by the empirical Bayes method. Spatial autocorrelation was evaluated by Moran’s I. Multiple linear regression models were studied and the appropriateness of incorporating the spatial component in modeling was evaluated.RESULTS We observed a higher risk of the disease in some neighborhoods of the port and north regions, as well as a high incidence in the slums of Rocinha and Vidigal, in the south region, and Cidade de Deus, in the west. The final model identified a positive association for the variables: percentage of permanent private households in which the head of the house earns three to five minimum wages; percentage of individual residents in the neighborhood; and percentage of people living in homes with more than two people per bedroom.CONCLUSIONS The spatial analysis identified areas of risk of tuberculosis incidence in the neighborhoods of the city of Rio de Janeiro and also found spatial dependence for the incidence of tuberculosis and some socioeconomic variables. However, the inclusion of the space component in the final model was not required during the modeling process.
publishDate 2015
dc.date.none.fl_str_mv 2015-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102015000100234
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dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S0034-8910.2015049005470
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Faculdade de Saúde Pública da Universidade de São Paulo
publisher.none.fl_str_mv Faculdade de Saúde Pública da Universidade de São Paulo
dc.source.none.fl_str_mv Revista de Saúde Pública v.49 2015
reponame:Revista de Saúde Pública
instname:Universidade de São Paulo (USP)
instacron:USP
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reponame_str Revista de Saúde Pública
collection Revista de Saúde Pública
repository.name.fl_str_mv Revista de Saúde Pública - Universidade de São Paulo (USP)
repository.mail.fl_str_mv revsp@org.usp.br||revsp1@usp.br
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