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Spatial analysis of probable cases of dengue fever, chikungunya fever and zika virus infections in Maranhao State, Brazil
Dengue fever, chikungunya fever, and zika virus infections are increasing public health problems in the world, the last two diseases having recently emerged in Brazil. This ecological study employed spatial analysis of probable cases of dengue fever, chikungunya fever, and zika virus infections repo...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Instituto de Medicina Tropical
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201739/ https://www.ncbi.nlm.nih.gov/pubmed/30379229 http://dx.doi.org/10.1590/S1678-9946201860062 |
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author | Costa, Silmery da Silva Brito Branco, Maria dos Remédios Freitas Carvalho Aquino, José Rodrigues, Zulimar Márita Ribeiro Queiroz, Rejane Christine de Sousa Araujo, Adriana Soraya Câmara, Ana Patrícia Barros dos Santos, Polyana Sousa Pereira, Emile Danielly Amorim da Silva, Maria do Socorro da Costa, Flávia Regina Vieira dos Santos, Amanda Valéria Damasceno Medeiros, Maria Nilza Lima Alcântara, José Odval Vasconcelos, Vitor Vieira dos Santos, Alcione Miranda da Silva, Antônio Augusto Moura |
author_facet | Costa, Silmery da Silva Brito Branco, Maria dos Remédios Freitas Carvalho Aquino, José Rodrigues, Zulimar Márita Ribeiro Queiroz, Rejane Christine de Sousa Araujo, Adriana Soraya Câmara, Ana Patrícia Barros dos Santos, Polyana Sousa Pereira, Emile Danielly Amorim da Silva, Maria do Socorro da Costa, Flávia Regina Vieira dos Santos, Amanda Valéria Damasceno Medeiros, Maria Nilza Lima Alcântara, José Odval Vasconcelos, Vitor Vieira dos Santos, Alcione Miranda da Silva, Antônio Augusto Moura |
author_sort | Costa, Silmery da Silva Brito |
collection | PubMed |
description | Dengue fever, chikungunya fever, and zika virus infections are increasing public health problems in the world, the last two diseases having recently emerged in Brazil. This ecological study employed spatial analysis of probable cases of dengue fever, chikungunya fever, and zika virus infections reported to the National Mandatory Reporting System (SINAN) in Maranhao State from 2015 to 2016. The software GeoDa version 1.10 was used for calculating global and local Moran indices. The global Moran index identified a significant autocorrelation of incidence rates of dengue (I=0.10; p=0.009) and zika (I=0.07; p=0.03). The study found a positive spatial correlation between dengue and the population density (I=0.31; p<0.001) and a negative correlation with the Performance Index of Unified Health System (PIUHS) by basic care coverage (I=-0.08; p=0.01). Regarding chikungunya fever, there were positive spatial correlations with the population density (I=0.06; p=0.03) and the Municipal Human Development Index (MHDI) (I=0.10; p=0.002), and a negative correlation with the Gini index (I=-0.01; p<0.001) and the PIUHS by basic care coverage (I=-0.18; p<0.001). Lastly, we found positive spatial correlations between Zika virus infections and the population density (I=0.13; p=0.005) and the MHDI (I=0.12; p<0.001), as well as a negative correlation with the Gini index (I=-0.11; p<0.001) and the PIUHS by basic care coverage (I=-0.05; p=0.03). Our results suggest that several socio-demographic factors influenced the occurrence of dengue fever, chikungunya fever, and zika virus infections in Maranhao State. |
format | Online Article Text |
id | pubmed-6201739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Instituto de Medicina Tropical |
record_format | MEDLINE/PubMed |
spelling | pubmed-62017392018-10-26 Spatial analysis of probable cases of dengue fever, chikungunya fever and zika virus infections in Maranhao State, Brazil Costa, Silmery da Silva Brito Branco, Maria dos Remédios Freitas Carvalho Aquino, José Rodrigues, Zulimar Márita Ribeiro Queiroz, Rejane Christine de Sousa Araujo, Adriana Soraya Câmara, Ana Patrícia Barros dos Santos, Polyana Sousa Pereira, Emile Danielly Amorim da Silva, Maria do Socorro da Costa, Flávia Regina Vieira dos Santos, Amanda Valéria Damasceno Medeiros, Maria Nilza Lima Alcântara, José Odval Vasconcelos, Vitor Vieira dos Santos, Alcione Miranda da Silva, Antônio Augusto Moura Rev Inst Med Trop Sao Paulo Original Article Dengue fever, chikungunya fever, and zika virus infections are increasing public health problems in the world, the last two diseases having recently emerged in Brazil. This ecological study employed spatial analysis of probable cases of dengue fever, chikungunya fever, and zika virus infections reported to the National Mandatory Reporting System (SINAN) in Maranhao State from 2015 to 2016. The software GeoDa version 1.10 was used for calculating global and local Moran indices. The global Moran index identified a significant autocorrelation of incidence rates of dengue (I=0.10; p=0.009) and zika (I=0.07; p=0.03). The study found a positive spatial correlation between dengue and the population density (I=0.31; p<0.001) and a negative correlation with the Performance Index of Unified Health System (PIUHS) by basic care coverage (I=-0.08; p=0.01). Regarding chikungunya fever, there were positive spatial correlations with the population density (I=0.06; p=0.03) and the Municipal Human Development Index (MHDI) (I=0.10; p=0.002), and a negative correlation with the Gini index (I=-0.01; p<0.001) and the PIUHS by basic care coverage (I=-0.18; p<0.001). Lastly, we found positive spatial correlations between Zika virus infections and the population density (I=0.13; p=0.005) and the MHDI (I=0.12; p<0.001), as well as a negative correlation with the Gini index (I=-0.11; p<0.001) and the PIUHS by basic care coverage (I=-0.05; p=0.03). Our results suggest that several socio-demographic factors influenced the occurrence of dengue fever, chikungunya fever, and zika virus infections in Maranhao State. Instituto de Medicina Tropical 2018-10-25 /pmc/articles/PMC6201739/ /pubmed/30379229 http://dx.doi.org/10.1590/S1678-9946201860062 Text en https://creativecommons.org/licenses/by-nc/4.0/ 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 Article Costa, Silmery da Silva Brito Branco, Maria dos Remédios Freitas Carvalho Aquino, José Rodrigues, Zulimar Márita Ribeiro Queiroz, Rejane Christine de Sousa Araujo, Adriana Soraya Câmara, Ana Patrícia Barros dos Santos, Polyana Sousa Pereira, Emile Danielly Amorim da Silva, Maria do Socorro da Costa, Flávia Regina Vieira dos Santos, Amanda Valéria Damasceno Medeiros, Maria Nilza Lima Alcântara, José Odval Vasconcelos, Vitor Vieira dos Santos, Alcione Miranda da Silva, Antônio Augusto Moura Spatial analysis of probable cases of dengue fever, chikungunya fever and zika virus infections in Maranhao State, Brazil |
title | Spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in Maranhao State, Brazil |
title_full | Spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in Maranhao State, Brazil |
title_fullStr | Spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in Maranhao State, Brazil |
title_full_unstemmed | Spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in Maranhao State, Brazil |
title_short | Spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in Maranhao State, Brazil |
title_sort | spatial analysis of probable cases of dengue fever, chikungunya fever
and zika virus infections in maranhao state, brazil |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201739/ https://www.ncbi.nlm.nih.gov/pubmed/30379229 http://dx.doi.org/10.1590/S1678-9946201860062 |
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