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Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya

Anaemia surveillance has overlooked school-aged children (SAC), hence information on this age group is scarce. This study examined the spatial variation of anaemia prevalence among SAC (5–14 years) in western Kenya, a region associated with high malaria infection rates. A total of 8051 SAC were exam...

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Autores principales: Robert, Bibian N., Cherono, Anitah, Mumo, Eda, Mwandawiro, Charles, Okoyo, Collins, Gichuki, Paul M., Blanford, Justine l., Snow, Robert W., Okiro, Emelda A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681207/
https://www.ncbi.nlm.nih.gov/pubmed/38011142
http://dx.doi.org/10.1371/journal.pone.0282382
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author Robert, Bibian N.
Cherono, Anitah
Mumo, Eda
Mwandawiro, Charles
Okoyo, Collins
Gichuki, Paul M.
Blanford, Justine l.
Snow, Robert W.
Okiro, Emelda A.
author_facet Robert, Bibian N.
Cherono, Anitah
Mumo, Eda
Mwandawiro, Charles
Okoyo, Collins
Gichuki, Paul M.
Blanford, Justine l.
Snow, Robert W.
Okiro, Emelda A.
author_sort Robert, Bibian N.
collection PubMed
description Anaemia surveillance has overlooked school-aged children (SAC), hence information on this age group is scarce. This study examined the spatial variation of anaemia prevalence among SAC (5–14 years) in western Kenya, a region associated with high malaria infection rates. A total of 8051 SAC were examined from 82 schools across eight counties in Western Kenya in February 2022. Haemoglobin (Hb) concentrations were assessed at the school and village level and anaemia defined as Hb<11.5g/dl for age 5-11yrs and Hb <12.0g/dl for 12-14yrs after adjusting for altitude. Moran’s I analysis was used to measure spatial autocorrelation, and local clusters of anaemia were mapped using spatial scan statistics and local indices of spatial association (LISA). The prevalence of anaemia among SAC was 27.8%. The spatial variation of anaemia was non-random, with Global Moran’s I 0.2 (p-value < 0.002). Two significant anaemia cluster windows were identified: Cluster 1 (LLR = 38.9, RR = 1.4, prevalence = 32.0%) and cluster 2 (LLR = 23.6, RR = 1.6, prevalence = 45.5%) at schools and cluster 1 (LLR = 41.3, RR = 1.4, prevalence = 33.3%) and cluster 2 (LLR = 24.5, RR = 1.6, prevalence = 36.8%) at villages. Additionally, LISA analysis identified ten school catchments as anaemia hotspots corresponding geographically to SatScan clusters. Anaemia in the SAC is a public health problem in the Western region of Kenya with some localised areas presenting greater risk relative to others. Increasing coverage of interventions, geographically targeting the prevention of anaemia in the SAC, including malaria, is required to alleviate the burden among children attending school in Western Kenya.
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spelling pubmed-106812072023-11-27 Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya Robert, Bibian N. Cherono, Anitah Mumo, Eda Mwandawiro, Charles Okoyo, Collins Gichuki, Paul M. Blanford, Justine l. Snow, Robert W. Okiro, Emelda A. PLoS One Research Article Anaemia surveillance has overlooked school-aged children (SAC), hence information on this age group is scarce. This study examined the spatial variation of anaemia prevalence among SAC (5–14 years) in western Kenya, a region associated with high malaria infection rates. A total of 8051 SAC were examined from 82 schools across eight counties in Western Kenya in February 2022. Haemoglobin (Hb) concentrations were assessed at the school and village level and anaemia defined as Hb<11.5g/dl for age 5-11yrs and Hb <12.0g/dl for 12-14yrs after adjusting for altitude. Moran’s I analysis was used to measure spatial autocorrelation, and local clusters of anaemia were mapped using spatial scan statistics and local indices of spatial association (LISA). The prevalence of anaemia among SAC was 27.8%. The spatial variation of anaemia was non-random, with Global Moran’s I 0.2 (p-value < 0.002). Two significant anaemia cluster windows were identified: Cluster 1 (LLR = 38.9, RR = 1.4, prevalence = 32.0%) and cluster 2 (LLR = 23.6, RR = 1.6, prevalence = 45.5%) at schools and cluster 1 (LLR = 41.3, RR = 1.4, prevalence = 33.3%) and cluster 2 (LLR = 24.5, RR = 1.6, prevalence = 36.8%) at villages. Additionally, LISA analysis identified ten school catchments as anaemia hotspots corresponding geographically to SatScan clusters. Anaemia in the SAC is a public health problem in the Western region of Kenya with some localised areas presenting greater risk relative to others. Increasing coverage of interventions, geographically targeting the prevention of anaemia in the SAC, including malaria, is required to alleviate the burden among children attending school in Western Kenya. Public Library of Science 2023-11-27 /pmc/articles/PMC10681207/ /pubmed/38011142 http://dx.doi.org/10.1371/journal.pone.0282382 Text en © 2023 Robert et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Robert, Bibian N.
Cherono, Anitah
Mumo, Eda
Mwandawiro, Charles
Okoyo, Collins
Gichuki, Paul M.
Blanford, Justine l.
Snow, Robert W.
Okiro, Emelda A.
Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title_full Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title_fullStr Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title_full_unstemmed Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title_short Spatial variation and clustering of anaemia prevalence in school-aged children in Western Kenya
title_sort spatial variation and clustering of anaemia prevalence in school-aged children in western kenya
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10681207/
https://www.ncbi.nlm.nih.gov/pubmed/38011142
http://dx.doi.org/10.1371/journal.pone.0282382
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