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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Faculdade de Saúde Pública da Universidade de São Paulo
2015
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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. |
format | Online Article Text |
id | pubmed-4544397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Faculdade de Saúde Pública da Universidade de São Paulo |
record_format | MEDLINE/PubMed |
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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