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Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon
The impact of human population movement (HPM) on the epidemiology of vector-borne diseases, such as malaria, has been described. However, there are limited data on the use of new technologies for the study of HPM in endemic areas with difficult access such as the Amazon. In this study conducted in r...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9297009/ https://www.ncbi.nlm.nih.gov/pubmed/35875474 http://dx.doi.org/10.1098/rsos.211611 |
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author | Carrasco-Escobar, Gabriel Matta-Chuquisapon, Jose Manrique, Edgar Ruiz-Cabrejos, Jorge Barboza, Jose Luis Wong, Daniel Henostroza, German Llanos-Cuentas, Alejandro Benmarhnia, Tarik |
author_facet | Carrasco-Escobar, Gabriel Matta-Chuquisapon, Jose Manrique, Edgar Ruiz-Cabrejos, Jorge Barboza, Jose Luis Wong, Daniel Henostroza, German Llanos-Cuentas, Alejandro Benmarhnia, Tarik |
author_sort | Carrasco-Escobar, Gabriel |
collection | PubMed |
description | The impact of human population movement (HPM) on the epidemiology of vector-borne diseases, such as malaria, has been described. However, there are limited data on the use of new technologies for the study of HPM in endemic areas with difficult access such as the Amazon. In this study conducted in rural Peruvian Amazon, we used self-reported travel surveys and GPS trackers coupled with a Bayesian spatial model to quantify the role of HPM on malaria risk. By using a densely sampled population cohort, this study highlighted the elevated malaria transmission in a riverine community of the Peruvian Amazon. We also found that the high connectivity between Amazon communities for reasons such as work, trading or family plausibly sustains such transmission levels. Finally, by using multiple human mobility metrics including GPS trackers, and adapted causal inference methods we identified for the first time the effect of human mobility patterns on malaria risk in rural Peruvian Amazon. This study provides evidence of the causal effect of HPM on malaria that may help to adapt current malaria control programmes in the Amazon. |
format | Online Article Text |
id | pubmed-9297009 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-92970092022-07-21 Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon Carrasco-Escobar, Gabriel Matta-Chuquisapon, Jose Manrique, Edgar Ruiz-Cabrejos, Jorge Barboza, Jose Luis Wong, Daniel Henostroza, German Llanos-Cuentas, Alejandro Benmarhnia, Tarik R Soc Open Sci Ecology, Conservation and Global Change Biology The impact of human population movement (HPM) on the epidemiology of vector-borne diseases, such as malaria, has been described. However, there are limited data on the use of new technologies for the study of HPM in endemic areas with difficult access such as the Amazon. In this study conducted in rural Peruvian Amazon, we used self-reported travel surveys and GPS trackers coupled with a Bayesian spatial model to quantify the role of HPM on malaria risk. By using a densely sampled population cohort, this study highlighted the elevated malaria transmission in a riverine community of the Peruvian Amazon. We also found that the high connectivity between Amazon communities for reasons such as work, trading or family plausibly sustains such transmission levels. Finally, by using multiple human mobility metrics including GPS trackers, and adapted causal inference methods we identified for the first time the effect of human mobility patterns on malaria risk in rural Peruvian Amazon. This study provides evidence of the causal effect of HPM on malaria that may help to adapt current malaria control programmes in the Amazon. The Royal Society 2022-07-20 /pmc/articles/PMC9297009/ /pubmed/35875474 http://dx.doi.org/10.1098/rsos.211611 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Ecology, Conservation and Global Change Biology Carrasco-Escobar, Gabriel Matta-Chuquisapon, Jose Manrique, Edgar Ruiz-Cabrejos, Jorge Barboza, Jose Luis Wong, Daniel Henostroza, German Llanos-Cuentas, Alejandro Benmarhnia, Tarik Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title | Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title_full | Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title_fullStr | Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title_full_unstemmed | Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title_short | Quantifying the effect of human population mobility on malaria risk in the Peruvian Amazon |
title_sort | quantifying the effect of human population mobility on malaria risk in the peruvian amazon |
topic | Ecology, Conservation and Global Change Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9297009/ https://www.ncbi.nlm.nih.gov/pubmed/35875474 http://dx.doi.org/10.1098/rsos.211611 |
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