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

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 Cens...

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Autores principales: Pereira, Alessandra Gonçalves Lisbôa, Medronho, Roberto de Andrade, Escosteguy, Claudia Caminha, Valencia, Luis Iván Ortiz, Magalhães, Mônica de Avelar Figueiredo Mafra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Faculdade de Saúde Pública da Universidade de São Paulo 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4544397/
https://www.ncbi.nlm.nih.gov/pubmed/26270014
http://dx.doi.org/10.1590/S0034-8910.2015049005470
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author Pereira, Alessandra Gonçalves Lisbôa
Medronho, Roberto de Andrade
Escosteguy, Claudia Caminha
Valencia, Luis Iván Ortiz
Magalhães, Mônica de Avelar Figueiredo Mafra
author_facet Pereira, Alessandra Gonçalves Lisbôa
Medronho, Roberto de Andrade
Escosteguy, Claudia Caminha
Valencia, Luis Iván Ortiz
Magalhães, Mônica de Avelar Figueiredo Mafra
author_sort Pereira, Alessandra Gonçalves Lisbôa
collection PubMed
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.
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spelling pubmed-45443972015-08-31 Spatial distribution and socioeconomic context of tuberculosis in Rio de Janeiro, Brazil Pereira, Alessandra Gonçalves Lisbôa Medronho, Roberto de Andrade Escosteguy, Claudia Caminha Valencia, Luis Iván Ortiz Magalhães, Mônica de Avelar Figueiredo Mafra Rev Saude Publica Original Articles 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. Faculdade de Saúde Pública da Universidade de São Paulo 2015-07-30 /pmc/articles/PMC4544397/ /pubmed/26270014 http://dx.doi.org/10.1590/S0034-8910.2015049005470 Text en http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License, which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Pereira, Alessandra Gonçalves Lisbôa
Medronho, Roberto de Andrade
Escosteguy, Claudia Caminha
Valencia, Luis Iván Ortiz
Magalhães, Mônica de Avelar Figueiredo Mafra
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
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_short 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
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4544397/
https://www.ncbi.nlm.nih.gov/pubmed/26270014
http://dx.doi.org/10.1590/S0034-8910.2015049005470
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