Environmental and socioeconomic determinants of leptospirosis incidence in Colombia
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , |
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/7069 |
Resumo: | Human leptospirosis is an infection that most often affects tropical countries. Since 2007, Colombia requires the notification of disease cases, enabling the observation of an increase in cases in recent years. The objectives of this article were to analyze environmental and socioeconomic variables and to evaluate their relationship with human leptospirosis cases. This is an ecological study on human leptospirosis cases aggregated by municipality and reported between 2007 and 2016. Spatial aggregation assessment was made using the Getis-Ord Gi method, and negative binomial regression was used to evaluate the relationship between environmental and socioeconomic variables with human leptospirosis. During the study period, 9,928 cases of human leptospirosis were reported, and 58.9% of municipalities reported at least one case. Four hotspots of human leptospirosis, including 18 municipalities, were identified. The results of the negative binomial model confirmed the importance of the effects of education, poverty and some climatic variables on the decadal incidence rate of human leptospirosis. Our results confirm the importance of socioeconomic determinants such as social marginality associated with violence and education, as well as ecological variables such as rainfall, height above sea level and forest coverage on the incidence rate of human leptospirosis at municipal scale. |
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Environmental and socioeconomic determinants of leptospirosis incidence in ColombiaLeptospirosisEnvironmentSocioeconomic FactorsEcological StudiesHuman leptospirosis is an infection that most often affects tropical countries. Since 2007, Colombia requires the notification of disease cases, enabling the observation of an increase in cases in recent years. The objectives of this article were to analyze environmental and socioeconomic variables and to evaluate their relationship with human leptospirosis cases. This is an ecological study on human leptospirosis cases aggregated by municipality and reported between 2007 and 2016. Spatial aggregation assessment was made using the Getis-Ord Gi method, and negative binomial regression was used to evaluate the relationship between environmental and socioeconomic variables with human leptospirosis. During the study period, 9,928 cases of human leptospirosis were reported, and 58.9% of municipalities reported at least one case. Four hotspots of human leptospirosis, including 18 municipalities, were identified. The results of the negative binomial model confirmed the importance of the effects of education, poverty and some climatic variables on the decadal incidence rate of human leptospirosis. Our results confirm the importance of socioeconomic determinants such as social marginality associated with violence and education, as well as ecological variables such as rainfall, height above sea level and forest coverage on the incidence rate of human leptospirosis at municipal scale.La leptospirosis humana es una infección que afecta a la mayoría de países tropicales. Desde 2007, la notificación de esta enfermedad es obligatoria en Colombia, reflejando un aumento de casos observado durante los últimos años. Los objetivos fueron analizar las variables ambientales y socioeconómicas y evaluar su relación con los casos de leptospirosis. Se llevó a cabo un estudio ecológico de casos de leptospirosis humana agregados por municipio, registrados entre 2007 y 2016. La evaluación de la agregación espacial fue desarrollada mediante el Getis-Ord Gi method, y se implementó una regresión negativa binomial para evaluar la relación entre las variables ambientales y socioeconómicas con la leptospirosis humana. Durante el periodo de estudio, se registraron 9.928 casos de leptospirosis humana, y un 58,9% de los municipios informaron de al menos un caso de leptospirosis. Se identificaron cuatro epicentros de leptospirosis humana, incluyendo 18 municipios. Los resultados del modelo binomial negativo confirmaron la importancia de los efectos de la educación, pobreza y algunas variables climáticas en la tasa de incidencia de leptospirosis humana por decenios. Nuestros resultados confirmaron la importancia de determinantes socioeconómicos tales como: marginalidad social, asociada con la violencia y educación, así como variables ecológicas como: precipitaciones, altura sobre el nivel del mar y superficie forestal en la tasa de incidencia de la leptospirosis humana dentro una escala municipal.A leptospirose humana é uma infecção que majoritariamente afeta países tropicais. Desde 2007, a notificação da doença é compulsória na Colômbia, o que levou a um aumento do número de casos nos últimos anos. Os objetivos foram analisar variáveis ambientais e socioeconômicas e avaliar sua relação com casos de leptospirose humana. Foi feito um estudo ecológico de casos de leptospirose humana notificados entre 2007 e 2016 agregados por município. Uma análise de agregação espacial foi desenvolvida por meio do método Getis-Ord Gi e regressão binomial negativa foi implementada para avaliar a relação entre variáveis ambientais e socioeconômicas e leptospirose humana. Durante o período do estudo, 9.928 casos de leptospirose humana foram notificados e 58,9% de municípios notificaram ao menos um caso de leptospirose. Quatro hotspots incluindo 18 municípios foram identificados. Os resultados do modelo binomial negativo confirmaram a importância dos efeitos de educação, pobreza e algumas variáveis climáticas na taxa de incidência decenal de leptospirose humana. Nossos resultados confirmam a importância de determinantes socioeconômicos tais como marginalidade social associada a violência e educação, bem como as variáveis ecológicas, tais como precipitação, altitude acima do nível do mar e cobertura florestal sobre a incidência de leptospirose humana no nível municipal.Reports in Public HealthCadernos de Saúde Pública2019-03-25info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7069Reports in Public Health; Vol. 35 No. 3 (2019): MarchCadernos de Saúde Pública; v. 35 n. 3 (2019): Março1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7069/15414https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7069/15415Juan David GutiérrezRuth Aralí Martínez-VegaHector BotelloFreddy Jesús Ruiz-HerreraLaura Carolina Arenas-LópezKaren Dayana Hernandez-Tellezinfo:eu-repo/semantics/openAccess2024-03-06T15:29:42Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7069Revistahttps://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:2024-03-06T13:08:07.870884Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true |
dc.title.none.fl_str_mv |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
title |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
spellingShingle |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia Juan David Gutiérrez Leptospirosis Environment Socioeconomic Factors Ecological Studies |
title_short |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
title_full |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
title_fullStr |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
title_full_unstemmed |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
title_sort |
Environmental and socioeconomic determinants of leptospirosis incidence in Colombia |
author |
Juan David Gutiérrez |
author_facet |
Juan David Gutiérrez Ruth Aralí Martínez-Vega Hector Botello Freddy Jesús Ruiz-Herrera Laura Carolina Arenas-López Karen Dayana Hernandez-Tellez |
author_role |
author |
author2 |
Ruth Aralí Martínez-Vega Hector Botello Freddy Jesús Ruiz-Herrera Laura Carolina Arenas-López Karen Dayana Hernandez-Tellez |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Juan David Gutiérrez Ruth Aralí Martínez-Vega Hector Botello Freddy Jesús Ruiz-Herrera Laura Carolina Arenas-López Karen Dayana Hernandez-Tellez |
dc.subject.por.fl_str_mv |
Leptospirosis Environment Socioeconomic Factors Ecological Studies |
topic |
Leptospirosis Environment Socioeconomic Factors Ecological Studies |
description |
Human leptospirosis is an infection that most often affects tropical countries. Since 2007, Colombia requires the notification of disease cases, enabling the observation of an increase in cases in recent years. The objectives of this article were to analyze environmental and socioeconomic variables and to evaluate their relationship with human leptospirosis cases. This is an ecological study on human leptospirosis cases aggregated by municipality and reported between 2007 and 2016. Spatial aggregation assessment was made using the Getis-Ord Gi method, and negative binomial regression was used to evaluate the relationship between environmental and socioeconomic variables with human leptospirosis. During the study period, 9,928 cases of human leptospirosis were reported, and 58.9% of municipalities reported at least one case. Four hotspots of human leptospirosis, including 18 municipalities, were identified. The results of the negative binomial model confirmed the importance of the effects of education, poverty and some climatic variables on the decadal incidence rate of human leptospirosis. Our results confirm the importance of socioeconomic determinants such as social marginality associated with violence and education, as well as ecological variables such as rainfall, height above sea level and forest coverage on the incidence rate of human leptospirosis at municipal scale. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-03-25 |
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/7069 |
url |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7069 |
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/7069/15414 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7069/15415 |
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. 35 No. 3 (2019): March Cadernos de Saúde Pública; v. 35 n. 3 (2019): Março 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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1798943389158211584 |