Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil

Detalhes bibliográficos
Autor(a) principal: Andrade, Ana Lúcia Sampaio Sgambatti de
Data de Publicação: 2004
Outros Autores: Silva, Simonne Almeida e, Martelli, Celina Maria Turchi, Oliveira, Renato Maurício de, Morais Neto, Otaliba Libânio de, Siqueira Júnior, João Bosco, Melo, Lícia Kamila, Di Fábio, José Luis
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/2166
Resumo: This study examined the spatial distribution of childhood community-acquired pneumonia detected through prospective surveillance in Goiânia, Brazil. Three spatial analysis techniques were applied to detect intra-urban geographic aggregation of pneumonia cases: Kernel method, nearest neighbor hierarchical technique, and spatial scan statistic. A total of 724 pneumonia cases confirmed by chest radiography were identified from May 2000 to August 2001. All cases were geocoded on a digital map. The annual pneumonia risk rate was estimated at 566 cases/100,000 children. Analysis using traditional descriptive epidemiology showed a mosaic distribution of pneumonia rates, while GIS methodologies showed a non-random pattern with hot spots of pneumonia. Cluster analysis by spatial scan statistic identified two high-risk areas for pneumonia occurrence, including one most likely cluster (RR = 2.1; p < 0.01) and one secondary cluster (RR = 1.3; p = 0.01). The data used for the study are in line with recent WHO-led efforts to improve and standardize pediatric pneumonia surveillance in developing countries and show how GIS and spatial analysis can be applied to discriminate target areas of pneumonia for public heath intervention.
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spelling Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central BrazilPneumoniaChild HealthSpatial AnalysisThis study examined the spatial distribution of childhood community-acquired pneumonia detected through prospective surveillance in Goiânia, Brazil. Three spatial analysis techniques were applied to detect intra-urban geographic aggregation of pneumonia cases: Kernel method, nearest neighbor hierarchical technique, and spatial scan statistic. A total of 724 pneumonia cases confirmed by chest radiography were identified from May 2000 to August 2001. All cases were geocoded on a digital map. The annual pneumonia risk rate was estimated at 566 cases/100,000 children. Analysis using traditional descriptive epidemiology showed a mosaic distribution of pneumonia rates, while GIS methodologies showed a non-random pattern with hot spots of pneumonia. Cluster analysis by spatial scan statistic identified two high-risk areas for pneumonia occurrence, including one most likely cluster (RR = 2.1; p < 0.01) and one secondary cluster (RR = 1.3; p = 0.01). The data used for the study are in line with recent WHO-led efforts to improve and standardize pediatric pneumonia surveillance in developing countries and show how GIS and spatial analysis can be applied to discriminate target areas of pneumonia for public heath intervention.Este estudo avaliou três técnicas de análise espacial para detectar aglomerados intra-urbanos de casos de pneumonias na infância: método de Kernel, técnica de hierarquia de vizinhos próximos e estatística espacial scan. Setecentos e vinte e quatro casos de pneumonia confirmados radiologicamente foram identificados entre maio de 2000 a agosto de 2001, por vigilância prospectiva implementada em Goiânia, Goiás, Brasil. Todos os casos foram georreferenciados em mapa digital. A incidência anual de pneumonia foi de 566 casos/100 mil crianças. Utilizando-se análise descritiva tradicional obteve-se uma distribuição em mosaico das taxas de incidência de pneumonia, enquanto a utilização de métodos espaciais mostrou uma distribuição não aleatória dos casos. A estatística espacial scan identificou duas áreas de alto risco para ocorrência de pneumonia, incluindo um aglomerado primário (RR = 2,1; p < 0,01) e um aglomerado secundário (RR = 1,3; p = 0,01). Os dados utilizados neste estudo mostram como o sistema de informação geográfica e a análise espacial podem ser aplicados para a identificação de áreas alvo de pneumonia para intervenções em saúde pública.Reports in Public HealthCadernos de Saúde Pública2004-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/2166Reports in Public Health; Vol. 20 No. 2 (2004): March/AprilCadernos de Saúde Pública; v. 20 n. 2 (2004): Março/Abril1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/2166/4319https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/2166/4320Andrade, Ana Lúcia Sampaio Sgambatti deSilva, Simonne Almeida eMartelli, Celina Maria TurchiOliveira, Renato Maurício deMorais Neto, Otaliba Libânio deSiqueira Júnior, João BoscoMelo, Lícia KamilaDi Fábio, José Luisinfo:eu-repo/semantics/openAccess2024-03-06T15:26:51Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/2166Revistahttps://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:2024-03-06T13:02:33.317517Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
title Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
spellingShingle Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
Andrade, Ana Lúcia Sampaio Sgambatti de
Pneumonia
Child Health
Spatial Analysis
title_short Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
title_full Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
title_fullStr Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
title_full_unstemmed Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
title_sort Population-based surveillance of pediatric pneumonia: use of spatial analysis in an urban area of Central Brazil
author Andrade, Ana Lúcia Sampaio Sgambatti de
author_facet Andrade, Ana Lúcia Sampaio Sgambatti de
Silva, Simonne Almeida e
Martelli, Celina Maria Turchi
Oliveira, Renato Maurício de
Morais Neto, Otaliba Libânio de
Siqueira Júnior, João Bosco
Melo, Lícia Kamila
Di Fábio, José Luis
author_role author
author2 Silva, Simonne Almeida e
Martelli, Celina Maria Turchi
Oliveira, Renato Maurício de
Morais Neto, Otaliba Libânio de
Siqueira Júnior, João Bosco
Melo, Lícia Kamila
Di Fábio, José Luis
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Andrade, Ana Lúcia Sampaio Sgambatti de
Silva, Simonne Almeida e
Martelli, Celina Maria Turchi
Oliveira, Renato Maurício de
Morais Neto, Otaliba Libânio de
Siqueira Júnior, João Bosco
Melo, Lícia Kamila
Di Fábio, José Luis
dc.subject.por.fl_str_mv Pneumonia
Child Health
Spatial Analysis
topic Pneumonia
Child Health
Spatial Analysis
description This study examined the spatial distribution of childhood community-acquired pneumonia detected through prospective surveillance in Goiânia, Brazil. Three spatial analysis techniques were applied to detect intra-urban geographic aggregation of pneumonia cases: Kernel method, nearest neighbor hierarchical technique, and spatial scan statistic. A total of 724 pneumonia cases confirmed by chest radiography were identified from May 2000 to August 2001. All cases were geocoded on a digital map. The annual pneumonia risk rate was estimated at 566 cases/100,000 children. Analysis using traditional descriptive epidemiology showed a mosaic distribution of pneumonia rates, while GIS methodologies showed a non-random pattern with hot spots of pneumonia. Cluster analysis by spatial scan statistic identified two high-risk areas for pneumonia occurrence, including one most likely cluster (RR = 2.1; p < 0.01) and one secondary cluster (RR = 1.3; p = 0.01). The data used for the study are in line with recent WHO-led efforts to improve and standardize pediatric pneumonia surveillance in developing countries and show how GIS and spatial analysis can be applied to discriminate target areas of pneumonia for public heath intervention.
publishDate 2004
dc.date.none.fl_str_mv 2004-04-01
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/2166
url https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/2166
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/2166/4319
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/2166/4320
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. 20 No. 2 (2004): March/April
Cadernos de Saúde Pública; v. 20 n. 2 (2004): Março/Abril
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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