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Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015

INTRODUCTION: Leptospirosis is an endemic disease in Brazil that can become an epidemic during the rainy season resulting from floods in areas susceptible to natural disasters. These areas are widespread in Santa Catarina, particularly in the coastal region. Therefore, the objective of this study wa...

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Autores principales: Silva, Ana Elisa Pereira, Conceição, Gleice Margarete de Souza, Chiaravalloti, Francisco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sociedade Brasileira de Medicina Tropical - SBMT 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747807/
https://www.ncbi.nlm.nih.gov/pubmed/33331610
http://dx.doi.org/10.1590/0037-8682-0466-2020
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author Silva, Ana Elisa Pereira
Conceição, Gleice Margarete de Souza
Chiaravalloti, Francisco
author_facet Silva, Ana Elisa Pereira
Conceição, Gleice Margarete de Souza
Chiaravalloti, Francisco
author_sort Silva, Ana Elisa Pereira
collection PubMed
description INTRODUCTION: Leptospirosis is an endemic disease in Brazil that can become an epidemic during the rainy season resulting from floods in areas susceptible to natural disasters. These areas are widespread in Santa Catarina, particularly in the coastal region. Therefore, the objective of this study was to identify environmental, climatic, and demographic factors associated with the incidence of leptospirosis in the municipalities of Santa Catarina from 2001 to 2015, taking into account possible spatial dependence. METHODS: This was an ecological study aggregated by municipality. To evaluate the association between the incidence of leptospirosis and the factors under study (temperature, altitude, occurrence of natural disasters, etc.) while taking into account spatial dependence, linear regression models and models with global spatial error were used. RESULTS: Lower altitudes, higher temperatures, and areas of natural disaster risk in the municipality contributed the most to explaining the variability in the incidence rate. After taking spatial dependence into account, only the minimum altitude variable remained significant. The regions of lower altitude, where the highest rates of leptospirosis were recorded, corresponded to the eastern portion of the state near the coastal region, where floods, urban floods, and overflows are common occurrences. No associations were found concerning demographic factors. CONCLUSIONS: The incidence of leptospirosis in Santa Catarina was associated with environmental factors, particularly low altitude, even when considering the spatial dependence structure present in the data. The spatial error model allowed for adequate modeling of spatial autocorrelation.
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spelling pubmed-77478072020-12-22 Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015 Silva, Ana Elisa Pereira Conceição, Gleice Margarete de Souza Chiaravalloti, Francisco Rev Soc Bras Med Trop Major Article INTRODUCTION: Leptospirosis is an endemic disease in Brazil that can become an epidemic during the rainy season resulting from floods in areas susceptible to natural disasters. These areas are widespread in Santa Catarina, particularly in the coastal region. Therefore, the objective of this study was to identify environmental, climatic, and demographic factors associated with the incidence of leptospirosis in the municipalities of Santa Catarina from 2001 to 2015, taking into account possible spatial dependence. METHODS: This was an ecological study aggregated by municipality. To evaluate the association between the incidence of leptospirosis and the factors under study (temperature, altitude, occurrence of natural disasters, etc.) while taking into account spatial dependence, linear regression models and models with global spatial error were used. RESULTS: Lower altitudes, higher temperatures, and areas of natural disaster risk in the municipality contributed the most to explaining the variability in the incidence rate. After taking spatial dependence into account, only the minimum altitude variable remained significant. The regions of lower altitude, where the highest rates of leptospirosis were recorded, corresponded to the eastern portion of the state near the coastal region, where floods, urban floods, and overflows are common occurrences. No associations were found concerning demographic factors. CONCLUSIONS: The incidence of leptospirosis in Santa Catarina was associated with environmental factors, particularly low altitude, even when considering the spatial dependence structure present in the data. The spatial error model allowed for adequate modeling of spatial autocorrelation. Sociedade Brasileira de Medicina Tropical - SBMT 2020-12-11 /pmc/articles/PMC7747807/ /pubmed/33331610 http://dx.doi.org/10.1590/0037-8682-0466-2020 Text en https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License
spellingShingle Major Article
Silva, Ana Elisa Pereira
Conceição, Gleice Margarete de Souza
Chiaravalloti, Francisco
Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title_full Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title_fullStr Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title_full_unstemmed Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title_short Spatial analysis and factors associated with leptospirosis in Santa Catarina, Brazil, 2001-2015
title_sort spatial analysis and factors associated with leptospirosis in santa catarina, brazil, 2001-2015
topic Major Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7747807/
https://www.ncbi.nlm.nih.gov/pubmed/33331610
http://dx.doi.org/10.1590/0037-8682-0466-2020
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