Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire

Abstract Background The objective of this study was to identify demographic, environmental and socioeconomic risk factors and spatial patterns of Plasmodium falciparum parasitaemia in a high endemicity area of Africa, and to specify how this information can facilitate improved malaria control at the...

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Published in:Malaria Journal
Main Authors: Yapi Ahoua, Singer Burton H, Vounatsou Penelope, Silué Kigbafori D, Raso Giovanna, Tanner Marcel, Utzinger Jürg, N'Goran Eliézer K
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2009
Subjects:
Online Access:https://doi.org/10.1186/1475-2875-8-252
https://doaj.org/article/df8891afd9714e4ba70b21e0b2355a3b
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spelling ftdoajarticles:oai:doaj.org/article:df8891afd9714e4ba70b21e0b2355a3b 2023-05-15T15:11:56+02:00 Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire Yapi Ahoua Singer Burton H Vounatsou Penelope Silué Kigbafori D Raso Giovanna Tanner Marcel Utzinger Jürg N'Goran Eliézer K 2009-11-01T00:00:00Z https://doi.org/10.1186/1475-2875-8-252 https://doaj.org/article/df8891afd9714e4ba70b21e0b2355a3b EN eng BMC http://www.malariajournal.com/content/8/1/252 https://doaj.org/toc/1475-2875 doi:10.1186/1475-2875-8-252 1475-2875 https://doaj.org/article/df8891afd9714e4ba70b21e0b2355a3b Malaria Journal, Vol 8, Iss 1, p 252 (2009) Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2009 ftdoajarticles https://doi.org/10.1186/1475-2875-8-252 2022-12-31T00:40:03Z Abstract Background The objective of this study was to identify demographic, environmental and socioeconomic risk factors and spatial patterns of Plasmodium falciparum parasitaemia in a high endemicity area of Africa, and to specify how this information can facilitate improved malaria control at the district level. Methods A questionnaire was administered to about 4,000 schoolchildren in 55 schools in western Côte d'Ivoire to determine children's socioeconomic status and their habit of sleeping under bed nets. Environmental data were obtained from satellite images, digitized ground maps and a second questionnaire addressed to school directors. Finger prick blood samples were collected and P. falciparum parasitaemia determined under a microscope using standardized, quality-controlled methods. Bayesian variogram models were utilized for spatial risk modelling and mapping of P. falciparum parasitaemia at non-sampled locations, assuming stationary and non-stationary underlying spatial dependence. Results Two-thirds of the schoolchildren were infected with P. falciparum and the mean parasitaemia among infected children was 959 parasites/ μ l of blood. Age, socioeconomic status, not sleeping under a bed net, coverage rate with bed nets and environmental factors (e.g., normalized difference vegetation index, rainfall, land surface temperature and living in close proximity to standing water) were significantly associated with the risk of P. falciparum parasitaemia. After accounting for spatial correlation, age, bed net coverage, rainfall during the main malaria transmission season and distance to rivers remained significant covariates. Conclusion It is argued that a massive increase in bed net coverage, particularly in villages in close proximity to rivers, in concert with other control measures, is necessary to bring malaria endemicity down to intermediate or low levels. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 8 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Yapi Ahoua
Singer Burton H
Vounatsou Penelope
Silué Kigbafori D
Raso Giovanna
Tanner Marcel
Utzinger Jürg
N'Goran Eliézer K
Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
topic_facet Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background The objective of this study was to identify demographic, environmental and socioeconomic risk factors and spatial patterns of Plasmodium falciparum parasitaemia in a high endemicity area of Africa, and to specify how this information can facilitate improved malaria control at the district level. Methods A questionnaire was administered to about 4,000 schoolchildren in 55 schools in western Côte d'Ivoire to determine children's socioeconomic status and their habit of sleeping under bed nets. Environmental data were obtained from satellite images, digitized ground maps and a second questionnaire addressed to school directors. Finger prick blood samples were collected and P. falciparum parasitaemia determined under a microscope using standardized, quality-controlled methods. Bayesian variogram models were utilized for spatial risk modelling and mapping of P. falciparum parasitaemia at non-sampled locations, assuming stationary and non-stationary underlying spatial dependence. Results Two-thirds of the schoolchildren were infected with P. falciparum and the mean parasitaemia among infected children was 959 parasites/ μ l of blood. Age, socioeconomic status, not sleeping under a bed net, coverage rate with bed nets and environmental factors (e.g., normalized difference vegetation index, rainfall, land surface temperature and living in close proximity to standing water) were significantly associated with the risk of P. falciparum parasitaemia. After accounting for spatial correlation, age, bed net coverage, rainfall during the main malaria transmission season and distance to rivers remained significant covariates. Conclusion It is argued that a massive increase in bed net coverage, particularly in villages in close proximity to rivers, in concert with other control measures, is necessary to bring malaria endemicity down to intermediate or low levels.
format Article in Journal/Newspaper
author Yapi Ahoua
Singer Burton H
Vounatsou Penelope
Silué Kigbafori D
Raso Giovanna
Tanner Marcel
Utzinger Jürg
N'Goran Eliézer K
author_facet Yapi Ahoua
Singer Burton H
Vounatsou Penelope
Silué Kigbafori D
Raso Giovanna
Tanner Marcel
Utzinger Jürg
N'Goran Eliézer K
author_sort Yapi Ahoua
title Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
title_short Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
title_full Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
title_fullStr Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
title_full_unstemmed Spatial risk profiling of Plasmodium falciparum parasitaemia in a high endemicity area in Côte d'Ivoire
title_sort spatial risk profiling of plasmodium falciparum parasitaemia in a high endemicity area in côte d'ivoire
publisher BMC
publishDate 2009
url https://doi.org/10.1186/1475-2875-8-252
https://doaj.org/article/df8891afd9714e4ba70b21e0b2355a3b
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 8, Iss 1, p 252 (2009)
op_relation http://www.malariajournal.com/content/8/1/252
https://doaj.org/toc/1475-2875
doi:10.1186/1475-2875-8-252
1475-2875
https://doaj.org/article/df8891afd9714e4ba70b21e0b2355a3b
op_doi https://doi.org/10.1186/1475-2875-8-252
container_title Malaria Journal
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