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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Main Authors: Ricardo J. Soares Magalhães, Antonio Langa, João Mário Pedro, José Carlos Sousa-Figueiredo, Archie C.A. Clements, Susana Vaz Nery
Format: Article
Language:English
Published: PAGEPress Publications 2013-05-01
Series:Geospatial Health
Subjects:
Online Access:http://www.geospatialhealth.net/index.php/gh/article/view/91
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spelling 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 (&gt;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 (&gt;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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