Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America

Objective. Determine and characterize potential risk areas for the occurrence of cutaneous leishmaniasis (CL) in Latin America (LA). Method. Ecological observational study with observation units defined by municipalities with CL transmission between 2014-2018. Environmental and socioeconomic variabl...

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Published in:Revista Panamericana de Salud Pública
Main Authors: Ana Nilce. S. Maia-Elkhoury, Daniel Magalhães Lima, Oscar Daniel Salomón, Lia Puppim Buzanovsky, Martha Idalí Saboyá-Díaz, Samantha Y.O.B. Valadas, Manuel J. Sanchez-Vazquez
Format: Article in Journal/Newspaper
Language:English
Spanish
Portuguese
Published: Pan American Health Organization 2021
Subjects:
R
Online Access:https://doi.org/10.26633/RPSP.2021.83
https://doaj.org/article/d1b54ffe8364439889299afd68804f7f
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spelling ftdoajarticles:oai:doaj.org/article:d1b54ffe8364439889299afd68804f7f 2023-05-15T15:10:48+02:00 Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America Ana Nilce. S. Maia-Elkhoury Daniel Magalhães Lima Oscar Daniel Salomón Lia Puppim Buzanovsky Martha Idalí Saboyá-Díaz Samantha Y.O.B. Valadas Manuel J. Sanchez-Vazquez 2021-07-01T00:00:00Z https://doi.org/10.26633/RPSP.2021.83 https://doaj.org/article/d1b54ffe8364439889299afd68804f7f EN ES PT eng spa por Pan American Health Organization https://iris.paho.org/handle/10665.2/54428 https://doaj.org/toc/1020-4989 https://doaj.org/toc/1680-5348 1020-4989 1680-5348 doi:10.26633/RPSP.2021.83 https://doaj.org/article/d1b54ffe8364439889299afd68804f7f Revista Panamericana de Salud Pública, Vol 45, Iss 83, Pp 1-10 (2021) cutaneous leishmaniasis cluster analysis latin america Medicine R Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.26633/RPSP.2021.83 2022-12-31T14:33:38Z Objective. Determine and characterize potential risk areas for the occurrence of cutaneous leishmaniasis (CL) in Latin America (LA). Method. Ecological observational study with observation units defined by municipalities with CL transmission between 2014-2018. Environmental and socioeconomic variables available for at least 85% of the municipalities were used, combined in a single database, utilizing the R software. The principal component analysis methodology was combined with a hierarchical cluster analysis to group clusters of municipalities based on their similarity. The V-test was estimated to define the positive or negative association of the variables with the clusters and separation by natural breaks was used to determine which ones contributed the most to each cluster. Information on cases was also incorporated in the analyses to attribute CL risk for each cluster. Results. This study included 4,951 municipalities with CL transmission (36.5% of the total in LA) and seven clusters were defined by their association with 18 environmental and socioeconomic variables. The historical risk of CL is positively associated with the Amazonian, Andean and Savannah clusters in a decreasingly manner; and negatively associated with the Forest evergreen, Forest/crop and Forest/populated clusters. The Agricultural cluster did not reveal any association with the CL cases. Conclusions. The study made it possible to identify and characterize the CL risk by clusters of municipalities and to recognize the epidemiological distribution pattern of transmission, which provides managers with better information for intersectoral interventions to control CL. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Revista Panamericana de Salud Pública 45 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
Spanish
Portuguese
topic cutaneous leishmaniasis
cluster analysis
latin america
Medicine
R
Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle cutaneous leishmaniasis
cluster analysis
latin america
Medicine
R
Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Ana Nilce. S. Maia-Elkhoury
Daniel Magalhães Lima
Oscar Daniel Salomón
Lia Puppim Buzanovsky
Martha Idalí Saboyá-Díaz
Samantha Y.O.B. Valadas
Manuel J. Sanchez-Vazquez
Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
topic_facet cutaneous leishmaniasis
cluster analysis
latin america
Medicine
R
Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Objective. Determine and characterize potential risk areas for the occurrence of cutaneous leishmaniasis (CL) in Latin America (LA). Method. Ecological observational study with observation units defined by municipalities with CL transmission between 2014-2018. Environmental and socioeconomic variables available for at least 85% of the municipalities were used, combined in a single database, utilizing the R software. The principal component analysis methodology was combined with a hierarchical cluster analysis to group clusters of municipalities based on their similarity. The V-test was estimated to define the positive or negative association of the variables with the clusters and separation by natural breaks was used to determine which ones contributed the most to each cluster. Information on cases was also incorporated in the analyses to attribute CL risk for each cluster. Results. This study included 4,951 municipalities with CL transmission (36.5% of the total in LA) and seven clusters were defined by their association with 18 environmental and socioeconomic variables. The historical risk of CL is positively associated with the Amazonian, Andean and Savannah clusters in a decreasingly manner; and negatively associated with the Forest evergreen, Forest/crop and Forest/populated clusters. The Agricultural cluster did not reveal any association with the CL cases. Conclusions. The study made it possible to identify and characterize the CL risk by clusters of municipalities and to recognize the epidemiological distribution pattern of transmission, which provides managers with better information for intersectoral interventions to control CL.
format Article in Journal/Newspaper
author Ana Nilce. S. Maia-Elkhoury
Daniel Magalhães Lima
Oscar Daniel Salomón
Lia Puppim Buzanovsky
Martha Idalí Saboyá-Díaz
Samantha Y.O.B. Valadas
Manuel J. Sanchez-Vazquez
author_facet Ana Nilce. S. Maia-Elkhoury
Daniel Magalhães Lima
Oscar Daniel Salomón
Lia Puppim Buzanovsky
Martha Idalí Saboyá-Díaz
Samantha Y.O.B. Valadas
Manuel J. Sanchez-Vazquez
author_sort Ana Nilce. S. Maia-Elkhoury
title Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
title_short Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
title_full Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
title_fullStr Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
title_full_unstemmed Interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in Latin America
title_sort interaction between environmental and socioeconomic determinants for cutaneous leishmaniasis risk in latin america
publisher Pan American Health Organization
publishDate 2021
url https://doi.org/10.26633/RPSP.2021.83
https://doaj.org/article/d1b54ffe8364439889299afd68804f7f
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Revista Panamericana de Salud Pública, Vol 45, Iss 83, Pp 1-10 (2021)
op_relation https://iris.paho.org/handle/10665.2/54428
https://doaj.org/toc/1020-4989
https://doaj.org/toc/1680-5348
1020-4989
1680-5348
doi:10.26633/RPSP.2021.83
https://doaj.org/article/d1b54ffe8364439889299afd68804f7f
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