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Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis
- Source :
- International Journal of Environmental Research and Public Health, International Journal of Environmental Research and Public Health, Vol 17, Iss 7434, p 7434 (2020), Volume 17, Issue 20
- Publication Year :
- 2020
-
Abstract
- Border regions have been implicated as important hot spots of malaria transmission, particularly in Latin America, where free movement rights mean that residents can cross borders using just a national ID. Additionally, rural livelihoods largely depend on short-term migrants traveling across borders via the Amazon&rsquo<br />s river networks to work in extractive industries, such as logging. As a result, there is likely considerable spillover across country borders, particularly along the border between Peru and Ecuador. This border region exhibits a steep gradient of transmission intensity, with Peru having a much higher incidence of malaria than Ecuador. In this paper, we integrate 13 years of weekly malaria surveillance data collected at the district level in Peru and the canton level in Ecuador, and leverage hierarchical Bayesian spatiotemporal regression models to identify the degree to which malaria transmission in Ecuador is influenced by transmission in Peru. We find that increased case incidence in Peruvian districts that border the Ecuadorian Amazon is associated with increased incidence in Ecuador. Our results highlight the importance of coordinated malaria control across borders.
- Subjects :
- Latin Americans
spillover
Bayesian methods
Health, Toxicology and Mutagenesis
030231 tropical medicine
malaria
lcsh:Medicine
Article
law.invention
03 medical and health sciences
0302 clinical medicine
Spatio-Temporal Analysis
Malaria transmission
Spillover effect
law
parasitic diseases
Peru
medicine
Humans
human mobility
Socioeconomics
030304 developmental biology
0303 health sciences
Amazon rainforest
Logging
lcsh:R
Public Health, Environmental and Occupational Health
Bayes Theorem
medicine.disease
Livelihood
Geography
Transmission (mechanics)
spatiotemporal modeling
Ecuador
Malaria
geographic locations
Subjects
Details
- ISSN :
- 16604601
- Volume :
- 17
- Issue :
- 20
- Database :
- OpenAIRE
- Journal :
- International journal of environmental research and public health
- Accession number :
- edsair.doi.dedup.....923cadc2416de7e3e05248aa6a642f86