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Dynamic malaria hotspots in an open cohort in western Kenya.

Publication ,  Journal Article
Platt, A; Obala, AA; MacIntyre, C; Otsyula, B; Meara, WPO
Published in: Sci Rep
January 12, 2018

Malaria hotspots, defined as areas where transmission intensity exceeds the average level, become more pronounced as transmission declines. Targeting hotspots may accelerate reductions in transmission and could be pivotal for malaria elimination. Determinants of hotspot location, particularly of their movement, are poorly understood. We used spatial statistical methods to identify foci of incidence of self-reported malaria in a large census population of 64,000 people, in 8,290 compounds over a 2.5-year study period. Regression models examine stability of hotspots and identify static and dynamic correlates with their location. Hotspot location changed over short time-periods, rarely recurring in the same area. Hotspots identified in spring versus fall season differed in their stability. Households located in a hotspot in the fall were more likely to be located in a hotspot the following fall (RR = 1.77, 95% CI: 1.66-1.89), but the opposite was true for compounds in spring hotspots (RR = 0.15, 95% CI: 0.08-0.28). Location within a hotspot was related to environmental and static household characteristics such as distance to roads or rivers. Human migration into a household was correlated with risk of hotspot membership, but the direction of the association differed based on the origin of the migration event.

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Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

January 12, 2018

Volume

8

Issue

1

Start / End Page

647

Location

England

Related Subject Headings

  • Spatial Analysis
  • Self Report
  • Seasons
  • Regression Analysis
  • Population Dynamics
  • Models, Statistical
  • Malaria
  • Kenya
  • Incidence
  • Humans
 

Citation

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Platt, A., Obala, A. A., MacIntyre, C., Otsyula, B., & Meara, W. P. O. (2018). Dynamic malaria hotspots in an open cohort in western Kenya. Sci Rep, 8(1), 647. https://doi.org/10.1038/s41598-017-13801-6
Platt, Alyssa, Andrew A. Obala, Charlie MacIntyre, Barasa Otsyula, and Wendy Prudhomme O’ Meara. “Dynamic malaria hotspots in an open cohort in western Kenya.Sci Rep 8, no. 1 (January 12, 2018): 647. https://doi.org/10.1038/s41598-017-13801-6.
Platt A, Obala AA, MacIntyre C, Otsyula B, Meara WPO. Dynamic malaria hotspots in an open cohort in western Kenya. Sci Rep. 2018 Jan 12;8(1):647.
Platt, Alyssa, et al. “Dynamic malaria hotspots in an open cohort in western Kenya.Sci Rep, vol. 8, no. 1, Jan. 2018, p. 647. Pubmed, doi:10.1038/s41598-017-13801-6.
Platt A, Obala AA, MacIntyre C, Otsyula B, Meara WPO. Dynamic malaria hotspots in an open cohort in western Kenya. Sci Rep. 2018 Jan 12;8(1):647.

Published In

Sci Rep

DOI

EISSN

2045-2322

Publication Date

January 12, 2018

Volume

8

Issue

1

Start / End Page

647

Location

England

Related Subject Headings

  • Spatial Analysis
  • Self Report
  • Seasons
  • Regression Analysis
  • Population Dynamics
  • Models, Statistical
  • Malaria
  • Kenya
  • Incidence
  • Humans