Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria

Detalhes bibliográficos
Autor(a) principal: Canelas, Tiago
Data de Publicação: 2019
Outros Autores: Castillo-Salgado, Carlos, Baquero, Oswaldo Santos, Ribeiro, Helena
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Saúde Pública
Texto Completo: https://www.revistas.usp.br/rsp/article/view/158163
Resumo: OBJECTIVE: To analyze the environmental and socioeconomic risk factors of malaria transmission at municipality level, from 2010 to 2015, in the Brazilian Amazon. METHODS: The municipalities were stratified into high, moderate, and low transmission based on the annual parasite incidence. A multinomial logistic regression that compared low with medium transmission and low with high transmission was performed. For each category, three models were analyzed: one only with socioeconomic risk factors (Gini index, illiteracy, number of mines and indigenous areas); a second with the environmental factors (forest coverage and length of the wet season); and a third with all covariates (full model). RESULTS: The full model showed the best performance. The most important risks factors for high transmission were Gini index, length of the wet season and illiteracy, OR 2.06 (95%CI 1.19–3.56), 1.73 (95%CI 1.19–2.51) and 1.10 (95%CI 1.03–1.17), respectively. The medium transmission showed a weaker influence of the risk factors, being illiteracy, forest coverage and indigenous areas statistically significant but with marginal influence. CONCLUSIONS: As a disease of poverty, the reduction in wealth inequalities and, therefore, health inequalities, could reduce the transmission considerably. Besides, environmental risk factors as length of the wet season should be considered in the planning, prevention and control. Municipality-level and fine-scale analysis should be done together to improve the knowledge of the local dynamics of transmission.
id USP-23_28591302b79cf397b9ce74416cb0974f
oai_identifier_str oai:revistas.usp.br:article/158163
network_acronym_str USP-23
network_name_str Revista de Saúde Pública
repository_id_str
spelling Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: MalariaMalariaepidemiologyRisk FactorsSocioeconomic FactorsSpatial AnalysisAmazonian EcosystemHealth Status DisparitiesOBJECTIVE: To analyze the environmental and socioeconomic risk factors of malaria transmission at municipality level, from 2010 to 2015, in the Brazilian Amazon. METHODS: The municipalities were stratified into high, moderate, and low transmission based on the annual parasite incidence. A multinomial logistic regression that compared low with medium transmission and low with high transmission was performed. For each category, three models were analyzed: one only with socioeconomic risk factors (Gini index, illiteracy, number of mines and indigenous areas); a second with the environmental factors (forest coverage and length of the wet season); and a third with all covariates (full model). RESULTS: The full model showed the best performance. The most important risks factors for high transmission were Gini index, length of the wet season and illiteracy, OR 2.06 (95%CI 1.19–3.56), 1.73 (95%CI 1.19–2.51) and 1.10 (95%CI 1.03–1.17), respectively. The medium transmission showed a weaker influence of the risk factors, being illiteracy, forest coverage and indigenous areas statistically significant but with marginal influence. CONCLUSIONS: As a disease of poverty, the reduction in wealth inequalities and, therefore, health inequalities, could reduce the transmission considerably. Besides, environmental risk factors as length of the wet season should be considered in the planning, prevention and control. Municipality-level and fine-scale analysis should be done together to improve the knowledge of the local dynamics of transmission.Universidade de São Paulo. Faculdade de Saúde Pública2019-05-21info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/xmlhttps://www.revistas.usp.br/rsp/article/view/15816310.11606/S1518-8787.2019053000983Revista de Saúde Pública; Vol. 53 (2019); 49Revista de Saúde Pública; Vol. 53 (2019); 49Revista de Saúde Pública; v. 53 (2019); 491518-87870034-8910reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USPenghttps://www.revistas.usp.br/rsp/article/view/158163/153357https://www.revistas.usp.br/rsp/article/view/158163/153358Copyright (c) 2019 Revista de Saúde Públicainfo:eu-repo/semantics/openAccessCanelas, TiagoCastillo-Salgado, CarlosBaquero, Oswaldo SantosRibeiro, Helena2019-06-18T15:56:39Zoai:revistas.usp.br:article/158163Revistahttps://www.revistas.usp.br/rsp/indexONGhttps://www.revistas.usp.br/rsp/oairevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2019-06-18T15:56:39Revista de Saúde Pública - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
title Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
spellingShingle Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
Canelas, Tiago
Malaria
epidemiology
Risk Factors
Socioeconomic Factors
Spatial Analysis
Amazonian Ecosystem
Health Status Disparities
title_short Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
title_full Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
title_fullStr Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
title_full_unstemmed Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
title_sort Environmental and socioeconomic analysis of malaria transmission in the Brazilian Amazon, 2010–2015: Malaria
author Canelas, Tiago
author_facet Canelas, Tiago
Castillo-Salgado, Carlos
Baquero, Oswaldo Santos
Ribeiro, Helena
author_role author
author2 Castillo-Salgado, Carlos
Baquero, Oswaldo Santos
Ribeiro, Helena
author2_role author
author
author
dc.contributor.author.fl_str_mv Canelas, Tiago
Castillo-Salgado, Carlos
Baquero, Oswaldo Santos
Ribeiro, Helena
dc.subject.por.fl_str_mv Malaria
epidemiology
Risk Factors
Socioeconomic Factors
Spatial Analysis
Amazonian Ecosystem
Health Status Disparities
topic Malaria
epidemiology
Risk Factors
Socioeconomic Factors
Spatial Analysis
Amazonian Ecosystem
Health Status Disparities
description OBJECTIVE: To analyze the environmental and socioeconomic risk factors of malaria transmission at municipality level, from 2010 to 2015, in the Brazilian Amazon. METHODS: The municipalities were stratified into high, moderate, and low transmission based on the annual parasite incidence. A multinomial logistic regression that compared low with medium transmission and low with high transmission was performed. For each category, three models were analyzed: one only with socioeconomic risk factors (Gini index, illiteracy, number of mines and indigenous areas); a second with the environmental factors (forest coverage and length of the wet season); and a third with all covariates (full model). RESULTS: The full model showed the best performance. The most important risks factors for high transmission were Gini index, length of the wet season and illiteracy, OR 2.06 (95%CI 1.19–3.56), 1.73 (95%CI 1.19–2.51) and 1.10 (95%CI 1.03–1.17), respectively. The medium transmission showed a weaker influence of the risk factors, being illiteracy, forest coverage and indigenous areas statistically significant but with marginal influence. CONCLUSIONS: As a disease of poverty, the reduction in wealth inequalities and, therefore, health inequalities, could reduce the transmission considerably. Besides, environmental risk factors as length of the wet season should be considered in the planning, prevention and control. Municipality-level and fine-scale analysis should be done together to improve the knowledge of the local dynamics of transmission.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-21
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/rsp/article/view/158163
10.11606/S1518-8787.2019053000983
url https://www.revistas.usp.br/rsp/article/view/158163
identifier_str_mv 10.11606/S1518-8787.2019053000983
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.revistas.usp.br/rsp/article/view/158163/153357
https://www.revistas.usp.br/rsp/article/view/158163/153358
dc.rights.driver.fl_str_mv Copyright (c) 2019 Revista de Saúde Pública
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 Revista de Saúde Pública
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/xml
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
dc.source.none.fl_str_mv Revista de Saúde Pública; Vol. 53 (2019); 49
Revista de Saúde Pública; Vol. 53 (2019); 49
Revista de Saúde Pública; v. 53 (2019); 49
1518-8787
0034-8910
reponame:Revista de Saúde Pública
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
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
_version_ 1800221800545648640