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Factors associated with high heterogeneity of malaria at fine spatial scale in the Western Kenyan highlands

Overview of attention for article published in Malaria Journal, June 2016
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  • Above-average Attention Score compared to outputs of the same age (64th percentile)
  • Above-average Attention Score compared to outputs of the same age and source (62nd percentile)

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6 X users

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Title
Factors associated with high heterogeneity of malaria at fine spatial scale in the Western Kenyan highlands
Published in
Malaria Journal, June 2016
DOI 10.1186/s12936-016-1362-y
Pubmed ID
Authors

Amrish Y. Baidjoe, Jennifer Stevenson, Philip Knight, William Stone, Gillian Stresman, Victor Osoti, Euniah Makori, Chrispin Owaga, Wycliffe Odongo, Pauline China, Shehu Shagari, Simon Kariuki, Chris Drakeley, Jonathan Cox, Teun Bousema

Abstract

The East African highlands are fringe regions between stable and unstable malaria transmission. What factors contribute to the heterogeneity of malaria exposure on different spatial scales within larger foci has not been extensively studied. In a comprehensive, community-based cross-sectional survey an attempt was made to identify factors that drive the macro- and micro epidemiology of malaria in a fringe region using parasitological and serological outcomes. A large cross-sectional survey including 17,503 individuals was conducted across all age groups in a 100 km(2) area in the Western Kenyan highlands of Rachuonyo South district. Households were geo-located and prevalence of malaria parasites and malaria-specific antibodies were determined by PCR and ELISA. Household and individual risk-factors were recorded. Geographical characteristics of the study area were digitally derived using high-resolution satellite images. Malaria antibody prevalence strongly related to altitude (1350-1600 m, p < 0.001). A strong negative association with increasing altitude and PCR parasite prevalence was found. Parasite carriage was detected at all altitudes and in all age groups; 93.2 % (2481/2663) of malaria infections were apparently asymptomatic. Malaria parasite prevalence was associated with age, bed net use, house construction features, altitude and topographical wetness index. Antibody prevalence was associated with all these factors and distance to the nearest water body. Altitude was a major driver of malaria transmission in this study area, even across narrow altitude bands. The large proportion of asymptomatic parasite carriers at all altitudes and the age-dependent acquisition of malaria antibodies indicate stable malaria transmission; the strong correlation between current parasite carriage and serological markers of malaria exposure indicate temporal stability of spatially heterogeneous transmission.

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The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 119 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 1 <1%
Netherlands 1 <1%
Kenya 1 <1%
Unknown 116 97%

Demographic breakdown

Readers by professional status Count As %
Student > Master 21 18%
Researcher 20 17%
Student > Ph. D. Student 15 13%
Student > Bachelor 10 8%
Student > Doctoral Student 7 6%
Other 15 13%
Unknown 31 26%
Readers by discipline Count As %
Medicine and Dentistry 24 20%
Agricultural and Biological Sciences 14 12%
Nursing and Health Professions 10 8%
Immunology and Microbiology 7 6%
Biochemistry, Genetics and Molecular Biology 5 4%
Other 23 19%
Unknown 36 30%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 4. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 08 June 2016.
All research outputs
#7,239,377
of 22,876,619 outputs
Outputs from Malaria Journal
#2,313
of 5,579 outputs
Outputs of similar age
#116,200
of 339,398 outputs
Outputs of similar age from Malaria Journal
#55
of 147 outputs
Altmetric has tracked 22,876,619 research outputs across all sources so far. This one has received more attention than most of these and is in the 67th percentile.
So far Altmetric has tracked 5,579 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 6.8. This one has gotten more attention than average, scoring higher than 57% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 339,398 tracked outputs that were published within six weeks on either side of this one in any source. This one has gotten more attention than average, scoring higher than 64% of its contemporaries.
We're also able to compare this research output to 147 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 62% of its contemporaries.