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Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010

OBJECTIVE: Wasting and stunting may occur together at the individual child level; however, their shared geographic distribution and correlates remain unexplored. Understanding shared and separate correlates may inform interventions. We aimed to assess the spatial codistribution of wasting, stunting...

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Autores principales: Kinyoki, Damaris K, Kandala, Ngianga-Bakwin, Manda, Samuel O, Krainski, Elias T, Fuglstad, Geir-Arne, Moloney, Grainne M, Berkley, James A, Noor, Abdisalan M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785320/
https://www.ncbi.nlm.nih.gov/pubmed/26962034
http://dx.doi.org/10.1136/bmjopen-2015-009854
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author Kinyoki, Damaris K
Kandala, Ngianga-Bakwin
Manda, Samuel O
Krainski, Elias T
Fuglstad, Geir-Arne
Moloney, Grainne M
Berkley, James A
Noor, Abdisalan M
author_facet Kinyoki, Damaris K
Kandala, Ngianga-Bakwin
Manda, Samuel O
Krainski, Elias T
Fuglstad, Geir-Arne
Moloney, Grainne M
Berkley, James A
Noor, Abdisalan M
author_sort Kinyoki, Damaris K
collection PubMed
description OBJECTIVE: Wasting and stunting may occur together at the individual child level; however, their shared geographic distribution and correlates remain unexplored. Understanding shared and separate correlates may inform interventions. We aimed to assess the spatial codistribution of wasting, stunting and underweight and investigate their shared correlates among children aged 6–59 months in Somalia. SETTING: Cross-sectional nutritional assessments surveys were conducted using structured interviews among communities in Somalia biannually from 2007 to 2010. A two-stage cluster sampling methodology was used to select children aged 6–59 months from households across three livelihood zones (pastoral, agropastoral and riverine). Using these data and environmental covariates, we implemented a multivariate spatial technique to estimate the codistribution and divergence of the risks and correlates of wasting and stunting at the 1×1 km spatial resolution. PARTICIPANTS: 73 778 children aged 6–59 months from 1066 survey clusters in Somalia. RESULTS: Observed pairwise child level empirical correlations were 0.30, 0.70 and 0.73 between weight-for-height and height-for-age; height-for-age and weight-for-age, and weight-for-height and weight-for-age, respectively. Access to foods with high protein content and vegetation cover, a proxy of rainfall or drought, were associated with lower risk of wasting and stunting. Age, gender, illness, access to carbohydrates and temperature were correlates of all three indicators. The spatial codistribution was highest between stunting and underweight with relative risk values ranging between 0.15 and 6.20, followed by wasting and underweight (range: 0.18–5.18) and lowest between wasting and stunting (range: 0.26–4.32). CONCLUSIONS: The determinants of wasting and stunting are largely shared, but their correlation is relatively variable in space. Significant hotspots of different forms of malnutrition occurred in the South Central regions of the country. Although nutrition response in Somalia has traditionally focused on wasting rather than stunting, integrated programming and interventions can effectively target both conditions to alleviate common risk factors.
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spelling pubmed-47853202016-03-14 Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010 Kinyoki, Damaris K Kandala, Ngianga-Bakwin Manda, Samuel O Krainski, Elias T Fuglstad, Geir-Arne Moloney, Grainne M Berkley, James A Noor, Abdisalan M BMJ Open Nutrition and Metabolism OBJECTIVE: Wasting and stunting may occur together at the individual child level; however, their shared geographic distribution and correlates remain unexplored. Understanding shared and separate correlates may inform interventions. We aimed to assess the spatial codistribution of wasting, stunting and underweight and investigate their shared correlates among children aged 6–59 months in Somalia. SETTING: Cross-sectional nutritional assessments surveys were conducted using structured interviews among communities in Somalia biannually from 2007 to 2010. A two-stage cluster sampling methodology was used to select children aged 6–59 months from households across three livelihood zones (pastoral, agropastoral and riverine). Using these data and environmental covariates, we implemented a multivariate spatial technique to estimate the codistribution and divergence of the risks and correlates of wasting and stunting at the 1×1 km spatial resolution. PARTICIPANTS: 73 778 children aged 6–59 months from 1066 survey clusters in Somalia. RESULTS: Observed pairwise child level empirical correlations were 0.30, 0.70 and 0.73 between weight-for-height and height-for-age; height-for-age and weight-for-age, and weight-for-height and weight-for-age, respectively. Access to foods with high protein content and vegetation cover, a proxy of rainfall or drought, were associated with lower risk of wasting and stunting. Age, gender, illness, access to carbohydrates and temperature were correlates of all three indicators. The spatial codistribution was highest between stunting and underweight with relative risk values ranging between 0.15 and 6.20, followed by wasting and underweight (range: 0.18–5.18) and lowest between wasting and stunting (range: 0.26–4.32). CONCLUSIONS: The determinants of wasting and stunting are largely shared, but their correlation is relatively variable in space. Significant hotspots of different forms of malnutrition occurred in the South Central regions of the country. Although nutrition response in Somalia has traditionally focused on wasting rather than stunting, integrated programming and interventions can effectively target both conditions to alleviate common risk factors. BMJ Publishing Group 2016-03-09 /pmc/articles/PMC4785320/ /pubmed/26962034 http://dx.doi.org/10.1136/bmjopen-2015-009854 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/
spellingShingle Nutrition and Metabolism
Kinyoki, Damaris K
Kandala, Ngianga-Bakwin
Manda, Samuel O
Krainski, Elias T
Fuglstad, Geir-Arne
Moloney, Grainne M
Berkley, James A
Noor, Abdisalan M
Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title_full Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title_fullStr Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title_full_unstemmed Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title_short Assessing comorbidity and correlates of wasting and stunting among children in Somalia using cross-sectional household surveys: 2007 to 2010
title_sort assessing comorbidity and correlates of wasting and stunting among children in somalia using cross-sectional household surveys: 2007 to 2010
topic Nutrition and Metabolism
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4785320/
https://www.ncbi.nlm.nih.gov/pubmed/26962034
http://dx.doi.org/10.1136/bmjopen-2015-009854
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