Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil

Detalhes bibliográficos
Autor(a) principal: Atanaka-Santos, Marina
Data de Publicação: 2007
Outros Autores: Souza-Santos, Reinaldo, Czeresnia, Dina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Cadernos de Saúde Pública
Texto Completo: https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278
Resumo: The goal of this study was to stratify priority areas for malaria control in the State of Mato Grosso, Brazil, based on spatial analysis. The variables used were: Annual Parasite Index (API), Plasmodium falciparum/Plasmodium vivax ratio, population variation, number of families settled, and percent of deforested area. The Moran's I and Local Moran Test were applied, visualized with the Box Map and Moran Map, for 1986- 1991, 1992-1997, and 1998-2003. Box Map identified areas with high, low, and intermediate priority for control, and Moran Map identified municipalities with significant autocorrelation. In the high priority area, located in the North of Mato Grosso, malaria incidence decreased drastically despite the increase in the number of municipalities from the first to the last period. Other municipalities were added to the lower priority area, from the Southeast, Southwest, and Central-South of the State. The intermediate priority area was located along the border with neighboring States and municipalities classified as high and low priority. Spatial analysis showed the importance of the neighboring phenomenon between municipalities in defining priority areas, thus highlighting the technique's advantages for use in malaria control and surveillance.
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spelling Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, BrazilMoran's IMalariaCommunicable Disease ControlSpatial AnalysisThe goal of this study was to stratify priority areas for malaria control in the State of Mato Grosso, Brazil, based on spatial analysis. The variables used were: Annual Parasite Index (API), Plasmodium falciparum/Plasmodium vivax ratio, population variation, number of families settled, and percent of deforested area. The Moran's I and Local Moran Test were applied, visualized with the Box Map and Moran Map, for 1986- 1991, 1992-1997, and 1998-2003. Box Map identified areas with high, low, and intermediate priority for control, and Moran Map identified municipalities with significant autocorrelation. In the high priority area, located in the North of Mato Grosso, malaria incidence decreased drastically despite the increase in the number of municipalities from the first to the last period. Other municipalities were added to the lower priority area, from the Southeast, Southwest, and Central-South of the State. The intermediate priority area was located along the border with neighboring States and municipalities classified as high and low priority. Spatial analysis showed the importance of the neighboring phenomenon between municipalities in defining priority areas, thus highlighting the technique's advantages for use in malaria control and surveillance.Pautado em técnicas de análise espacial, analisou-se a estratificação de áreas prioritárias para controle da malária no Estado de Mato Grosso, Brasil. Trabalhou-se Incidência Parasitária Anual, relação Plasmodium falciparum/Plasmodium vivax, variação populacional, número de famílias assentadas e percentuais da área desmatada. Foram utilizados os testes de I de Moran e Moran Local, visualizadas pelo Box Map e Moran Map, nos períodos de: 1986 a 1991, 1992 a 1997 e 1998 a 2003. Pelo Box Map identificaram-se áreas de prioridade maior, menor e intermediária, e pelo Moran Map localizaram-se municípios com autocorrelação estatisticamente significante. Na área de maior prioridade, localizada na região norte mato-grossense, a incidência reduziu drasticamente apesar do aumento do número de municípios de primeiro a último período. A área de menor prioridade agregou municípios da região sudeste, sudoeste e centro-sul. A área de prioridade intermediária localizou-se na fronteira com estados vizinhos e entre os municípios de maior e menor prioridade. A análise espacial apontou a importância da vizinhança na determinação de áreas de prioridade, constituindo em importante ferramenta para a vigilância e controle de malária.Reports in Public HealthCadernos de Saúde Pública2007-05-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278Reports in Public Health; Vol. 23 No. 5 (2007): MayCadernos de Saúde Pública; v. 23 n. 5 (2007): Maio1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278/6626https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278/6627Atanaka-Santos, MarinaSouza-Santos, ReinaldoCzeresnia, Dinainfo:eu-repo/semantics/openAccess2024-03-06T15:27:30Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/3278Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:03:48.421796Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
title Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
spellingShingle Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
Atanaka-Santos, Marina
Moran's I
Malaria
Communicable Disease Control
Spatial Analysis
title_short Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
title_full Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
title_fullStr Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
title_full_unstemmed Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
title_sort Spatial analysis for stratification of priority malaria control areas, Mato Grosso State, Brazil
author Atanaka-Santos, Marina
author_facet Atanaka-Santos, Marina
Souza-Santos, Reinaldo
Czeresnia, Dina
author_role author
author2 Souza-Santos, Reinaldo
Czeresnia, Dina
author2_role author
author
dc.contributor.author.fl_str_mv Atanaka-Santos, Marina
Souza-Santos, Reinaldo
Czeresnia, Dina
dc.subject.por.fl_str_mv Moran's I
Malaria
Communicable Disease Control
Spatial Analysis
topic Moran's I
Malaria
Communicable Disease Control
Spatial Analysis
description The goal of this study was to stratify priority areas for malaria control in the State of Mato Grosso, Brazil, based on spatial analysis. The variables used were: Annual Parasite Index (API), Plasmodium falciparum/Plasmodium vivax ratio, population variation, number of families settled, and percent of deforested area. The Moran's I and Local Moran Test were applied, visualized with the Box Map and Moran Map, for 1986- 1991, 1992-1997, and 1998-2003. Box Map identified areas with high, low, and intermediate priority for control, and Moran Map identified municipalities with significant autocorrelation. In the high priority area, located in the North of Mato Grosso, malaria incidence decreased drastically despite the increase in the number of municipalities from the first to the last period. Other municipalities were added to the lower priority area, from the Southeast, Southwest, and Central-South of the State. The intermediate priority area was located along the border with neighboring States and municipalities classified as high and low priority. Spatial analysis showed the importance of the neighboring phenomenon between municipalities in defining priority areas, thus highlighting the technique's advantages for use in malaria control and surveillance.
publishDate 2007
dc.date.none.fl_str_mv 2007-05-01
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://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278
url https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278/6626
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/3278/6627
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
application/pdf
dc.publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
dc.source.none.fl_str_mv Reports in Public Health; Vol. 23 No. 5 (2007): May
Cadernos de Saúde Pública; v. 23 n. 5 (2007): Maio
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Cadernos de Saúde Pública
collection Cadernos de Saúde Pública
repository.name.fl_str_mv Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)
repository.mail.fl_str_mv cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br
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