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Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study
OBJECTIVE: To identify the risk areas of deaths due to unspecified pneumonia and tuberculosis (TB) in children, and to identify if there is a relationship between these events with higher TB incidence and social determinants. METHODS: Ecological study carried out in Brazil. All cases of TB or unspec...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443304/ https://www.ncbi.nlm.nih.gov/pubmed/32819980 http://dx.doi.org/10.1136/bmjopen-2019-034074 |
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author | Berra, Thaís Zamboni de Assis, Ivaneliza Simionato Arroyo, Luiz Henrique Arcoverde, Marcos Augusto Moraes Alves, Josilene Dália Campoy, Laura Terenciani Alves, Luana Seles Crispim, Juliane de Almeida Bruce, Alexandre Tadashi Inomata Alves, Yan Mathias Lima dos Santos, Felipe da Costa Uchôa, Severina Alice Fiorati, Regina Celia Lapão, Luis Arcêncio, Ricardo Alexandre |
author_facet | Berra, Thaís Zamboni de Assis, Ivaneliza Simionato Arroyo, Luiz Henrique Arcoverde, Marcos Augusto Moraes Alves, Josilene Dália Campoy, Laura Terenciani Alves, Luana Seles Crispim, Juliane de Almeida Bruce, Alexandre Tadashi Inomata Alves, Yan Mathias Lima dos Santos, Felipe da Costa Uchôa, Severina Alice Fiorati, Regina Celia Lapão, Luis Arcêncio, Ricardo Alexandre |
author_sort | Berra, Thaís Zamboni |
collection | PubMed |
description | OBJECTIVE: To identify the risk areas of deaths due to unspecified pneumonia and tuberculosis (TB) in children, and to identify if there is a relationship between these events with higher TB incidence and social determinants. METHODS: Ecological study carried out in Brazil. All cases of TB or unspecified pneumonia deaths in children under 5 years of age reported between 2006 and 2016 were included and collected through Department of Informatics of the Unified Health System (Brazil’s electronic database). The Spatial Scan Statistics was used to identify areas at higher risk of dying from this event. The spatial association was verified through the Getis-Ord techniques. The Bivariate Moran Global Index was used to verify the spatial autocorrelation between the two events. To identify the association of TB and pneumonia deaths with endemic areas of pulmonary TB and social determinants, four explanatory statistical models were identified. RESULTS: A total of 21 391 cases of pneumonia and 238 cases of TB were identified. Spatial scanning analysis enabled the detection of four clusters of risk for TB (relative risk, RR, between 3.30 and 18.18) and 22 clusters for pneumonia (RR between 1.38 and 5.24). The spatial association of the events was confirmed (z-score 3.74 and 64.34) and spatial autocorrelation between events (Moran Index:0.031 (p=0.001)). The zero-inflated negative binomial distribution was chosen, and an association for both events was identified with the TB incidence rate (OR 5.3, 95% CI 2.85 to 9.84; OR 6.63, 95% CI 5.62 to 7.81), with the Gini Index (OR 1.78, 95% CI 1.12 to 2.82; OR 4.22, 95% CI 3.63 to4.92). Primary care coverage showed an inverse association for both events (OR 0.10, 95% CI 0.67 to 0.17; OR 0.18, 95% CI 0.15 to 0.21) for pneumonia). Finally, a family that benefited from the Bolsa Família Programme had an inverse association for deaths from pneumonia (OR 0.81, 95% CI 0.52 to 1.25). CONCLUSIONS: The results do not just contribute to reduce mortality in children, but mainly contribute to prevent premature deaths through identification of critical areas in Brazil, which is crucial to qualify health surveillance services. |
format | Online Article Text |
id | pubmed-7443304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-74433042020-08-28 Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study Berra, Thaís Zamboni de Assis, Ivaneliza Simionato Arroyo, Luiz Henrique Arcoverde, Marcos Augusto Moraes Alves, Josilene Dália Campoy, Laura Terenciani Alves, Luana Seles Crispim, Juliane de Almeida Bruce, Alexandre Tadashi Inomata Alves, Yan Mathias Lima dos Santos, Felipe da Costa Uchôa, Severina Alice Fiorati, Regina Celia Lapão, Luis Arcêncio, Ricardo Alexandre BMJ Open Epidemiology OBJECTIVE: To identify the risk areas of deaths due to unspecified pneumonia and tuberculosis (TB) in children, and to identify if there is a relationship between these events with higher TB incidence and social determinants. METHODS: Ecological study carried out in Brazil. All cases of TB or unspecified pneumonia deaths in children under 5 years of age reported between 2006 and 2016 were included and collected through Department of Informatics of the Unified Health System (Brazil’s electronic database). The Spatial Scan Statistics was used to identify areas at higher risk of dying from this event. The spatial association was verified through the Getis-Ord techniques. The Bivariate Moran Global Index was used to verify the spatial autocorrelation between the two events. To identify the association of TB and pneumonia deaths with endemic areas of pulmonary TB and social determinants, four explanatory statistical models were identified. RESULTS: A total of 21 391 cases of pneumonia and 238 cases of TB were identified. Spatial scanning analysis enabled the detection of four clusters of risk for TB (relative risk, RR, between 3.30 and 18.18) and 22 clusters for pneumonia (RR between 1.38 and 5.24). The spatial association of the events was confirmed (z-score 3.74 and 64.34) and spatial autocorrelation between events (Moran Index:0.031 (p=0.001)). The zero-inflated negative binomial distribution was chosen, and an association for both events was identified with the TB incidence rate (OR 5.3, 95% CI 2.85 to 9.84; OR 6.63, 95% CI 5.62 to 7.81), with the Gini Index (OR 1.78, 95% CI 1.12 to 2.82; OR 4.22, 95% CI 3.63 to4.92). Primary care coverage showed an inverse association for both events (OR 0.10, 95% CI 0.67 to 0.17; OR 0.18, 95% CI 0.15 to 0.21) for pneumonia). Finally, a family that benefited from the Bolsa Família Programme had an inverse association for deaths from pneumonia (OR 0.81, 95% CI 0.52 to 1.25). CONCLUSIONS: The results do not just contribute to reduce mortality in children, but mainly contribute to prevent premature deaths through identification of critical areas in Brazil, which is crucial to qualify health surveillance services. BMJ Publishing Group 2020-08-20 /pmc/articles/PMC7443304/ /pubmed/32819980 http://dx.doi.org/10.1136/bmjopen-2019-034074 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/ http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Epidemiology Berra, Thaís Zamboni de Assis, Ivaneliza Simionato Arroyo, Luiz Henrique Arcoverde, Marcos Augusto Moraes Alves, Josilene Dália Campoy, Laura Terenciani Alves, Luana Seles Crispim, Juliane de Almeida Bruce, Alexandre Tadashi Inomata Alves, Yan Mathias Lima dos Santos, Felipe da Costa Uchôa, Severina Alice Fiorati, Regina Celia Lapão, Luis Arcêncio, Ricardo Alexandre Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title | Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title_full | Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title_fullStr | Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title_full_unstemmed | Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title_short | Social determinants of deaths from pneumonia and tuberculosis in children in Brazil: an ecological study |
title_sort | social determinants of deaths from pneumonia and tuberculosis in children in brazil: an ecological study |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443304/ https://www.ncbi.nlm.nih.gov/pubmed/32819980 http://dx.doi.org/10.1136/bmjopen-2019-034074 |
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