Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola
Anaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children a...
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doaj-1f50b11698a4465d9793c6805691444c2020-11-25T03:18:31ZengPAGEPress PublicationsGeospatial Health1827-19871970-70962013-05-017234135410.4081/gh.2013.9191Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern AngolaRicardo J. Soares Magalhães0Antonio Langa1João Mário Pedro2José Carlos Sousa-Figueiredo3Archie C.A. Clements4Susana Vaz Nery5University of Queensland, Infectious Disease Epidemiology Unit, School of Population Health, Herston, QueenslandCentro de Investigação em Saúde em Angola, Caxito, Hospital Provincial do Bengo, CaxitoCentro de Investigação em Saúde em Angola, Caxito, Hospital Provincial do Bengo, Caxito, Angola; Escola Superior de Tecnologia da Saúde de Lisboa, LisboaDisease Control Strategy Group, Liverpool School of Tropical Medicine, Liverpool; Department of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, LondonUniversity of Queensland, Infectious Disease Epidemiology Unit, School of Population Health, Herston, QueenslandCentro de Investigação em Saúde em Angola, Caxito, Hospital Provincial do Bengo, CaxitoAnaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children aged ≤15 years using different modelling approaches. We aimed to (i) quantify the role of malnutrition, malaria, <em>Schistosoma haematobium</em> and soil-transmitted helminths (STHs) in anaemia endemicity; and (ii) develop a high resolution predictive risk map of anaemia for the municipality of Dande in northern Angola. We used parasitological survey data for children aged ≤15 years to build Bayesian geostatistical models of malaria (PfPR≤15), <em>S. haematobium</em>, <em>Ascaris lumbricoides</em> and <em>Trichuris trichiura</em> and predict small-scale spatial variations in these infections. Malnutrition, PfPR≤15, and <em>S. haematobium</em> infections were significantly associated with anaemia risk. An estimated 12.5%, 15.6% and 9.8% of anaemia cases could be averted by treating malnutrition, malaria and <em>S. haematobium</em>, respectively. Spatial clusters of high risk of anaemia (>86%) were identified. Using an individual-level approach to anaemia mapping at a small spatial scale, we found that anaemia in children aged ≤15 years is highly heterogeneous and that malnutrition and parasitic infections are important contributors to the spatial variation in anaemia risk. The results presented in this study can help inform the integration of the current provincial malaria control programme with ancillary micronutrient supplementation and control of neglected tropical diseases such as urogenital schistosomiasis and STH infections.http://www.geospatialhealth.net/index.php/gh/article/view/91anaemia, malnutrition, malaria, helminth infections, risk mapping, Angola. |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Ricardo J. Soares Magalhães Antonio Langa João Mário Pedro José Carlos Sousa-Figueiredo Archie C.A. Clements Susana Vaz Nery |
spellingShingle |
Ricardo J. Soares Magalhães Antonio Langa João Mário Pedro José Carlos Sousa-Figueiredo Archie C.A. Clements Susana Vaz Nery Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola Geospatial Health anaemia, malnutrition, malaria, helminth infections, risk mapping, Angola. |
author_facet |
Ricardo J. Soares Magalhães Antonio Langa João Mário Pedro José Carlos Sousa-Figueiredo Archie C.A. Clements Susana Vaz Nery |
author_sort |
Ricardo J. Soares Magalhães |
title |
Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola |
title_short |
Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola |
title_full |
Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola |
title_fullStr |
Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola |
title_full_unstemmed |
Role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern Angola |
title_sort |
role of malnutrition and parasite infections in the spatial variation in children’s anaemia risk in northern angola |
publisher |
PAGEPress Publications |
series |
Geospatial Health |
issn |
1827-1987 1970-7096 |
publishDate |
2013-05-01 |
description |
Anaemia is known to have an impact on child development and mortality and is a severe public health problem in most countries in sub-Saharan Africa. We investigated the consistency between ecological and individual-level approaches to anaemia mapping by building spatial anaemia models for children aged ≤15 years using different modelling approaches. We aimed to (i) quantify the role of malnutrition, malaria, <em>Schistosoma haematobium</em> and soil-transmitted helminths (STHs) in anaemia endemicity; and (ii) develop a high resolution predictive risk map of anaemia for the municipality of Dande in northern Angola. We used parasitological survey data for children aged ≤15 years to build Bayesian geostatistical models of malaria (PfPR≤15), <em>S. haematobium</em>, <em>Ascaris lumbricoides</em> and <em>Trichuris trichiura</em> and predict small-scale spatial variations in these infections. Malnutrition, PfPR≤15, and <em>S. haematobium</em> infections were significantly associated with anaemia risk. An estimated 12.5%, 15.6% and 9.8% of anaemia cases could be averted by treating malnutrition, malaria and <em>S. haematobium</em>, respectively. Spatial clusters of high risk of anaemia (>86%) were identified. Using an individual-level approach to anaemia mapping at a small spatial scale, we found that anaemia in children aged ≤15 years is highly heterogeneous and that malnutrition and parasitic infections are important contributors to the spatial variation in anaemia risk. The results presented in this study can help inform the integration of the current provincial malaria control programme with ancillary micronutrient supplementation and control of neglected tropical diseases such as urogenital schistosomiasis and STH infections. |
topic |
anaemia, malnutrition, malaria, helminth infections, risk mapping, Angola. |
url |
http://www.geospatialhealth.net/index.php/gh/article/view/91 |
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