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Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis.

Publication ,  Journal Article
Gunderson, AK; Kumar, RE; Recalde-Coronel, C; Vasco, LE; Valle-Campos, A; Mena, CF; Zaitchik, BF; Lescano, AG; Pan, WK; Janko, MM
Published in: International journal of environmental research and public health
October 2020

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'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.

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Published In

International journal of environmental research and public health

DOI

EISSN

1660-4601

ISSN

1661-7827

Publication Date

October 2020

Volume

17

Issue

20

Start / End Page

E7434

Related Subject Headings

  • Toxicology
  • Spatio-Temporal Analysis
  • Peru
  • Malaria
  • Humans
  • Ecuador
  • Bayes Theorem
 

Citation

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Gunderson, A. K., Kumar, R. E., Recalde-Coronel, C., Vasco, L. E., Valle-Campos, A., Mena, C. F., … Janko, M. M. (2020). Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis. International Journal of Environmental Research and Public Health, 17(20), E7434. https://doi.org/10.3390/ijerph17207434
Gunderson, Annika K., Rani E. Kumar, Cristina Recalde-Coronel, Luis E. Vasco, Andree Valle-Campos, Carlos F. Mena, Benjamin F. Zaitchik, Andres G. Lescano, William K. Pan, and Mark M. Janko. “Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis.International Journal of Environmental Research and Public Health 17, no. 20 (October 2020): E7434. https://doi.org/10.3390/ijerph17207434.
Gunderson AK, Kumar RE, Recalde-Coronel C, Vasco LE, Valle-Campos A, Mena CF, et al. Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis. International journal of environmental research and public health. 2020 Oct;17(20):E7434.
Gunderson, Annika K., et al. “Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis.International Journal of Environmental Research and Public Health, vol. 17, no. 20, Oct. 2020, p. E7434. Epmc, doi:10.3390/ijerph17207434.
Gunderson AK, Kumar RE, Recalde-Coronel C, Vasco LE, Valle-Campos A, Mena CF, Zaitchik BF, Lescano AG, Pan WK, Janko MM. Malaria Transmission and Spillover across the Peru-Ecuador Border: A Spatiotemporal Analysis. International journal of environmental research and public health. 2020 Oct;17(20):E7434.

Published In

International journal of environmental research and public health

DOI

EISSN

1660-4601

ISSN

1661-7827

Publication Date

October 2020

Volume

17

Issue

20

Start / End Page

E7434

Related Subject Headings

  • Toxicology
  • Spatio-Temporal Analysis
  • Peru
  • Malaria
  • Humans
  • Ecuador
  • Bayes Theorem