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Magnitude of under-nutrition among under five children in Ethiopia based on 2019 Mini-Ethiopia Demographic and Health Survey: Generalized Linear Mixed Model (GLMM)

机译:基于 2019 年埃塞俄比亚人口与健康迷你调查的埃塞俄比亚五岁以下儿童营养不良程度:广义线性混合模型 (GLMM)

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Introduction Malnutrition is a major public health problem that is experienced by many developing countries, like Ethiopia. Though some studies were conducted to identify the magnitude and determinants of acute malnutrition among under-five children, there is a lack of evidence that is representative of all children in Ethiopia. Hence, this national-level data could be representative of all targets and provide us with updated information on the nation-wide magnitude of nutritional status among children under the age of five in Ethiopia. Methods This study used data from the 2019 Mini-Ethiopia Demographic and Health Survey (EDHS). Children aged 0-59 months with anthropometry data were included. Data processing and analysis were performed using STATA 15 software. Cross-tabulations and summary statistics were done to describe the study population. Generalized Linear Mixed Models (GLMMs) were used to estimate the association between nutritional status and explanatory variables and were expressed as an odds ratio with a 95 confidence interval (CI). Model comparison was done based on Akaike and Bayesian information criteria (AIC and BIC). Results The magnitude of stunting was 37.71 95CI: 36.35-39.08, while the magnitude of wasting was 7.14 95CI: 6.52-7.91. Living in Tigray AOR = 2.90, 95CI: 2.05-4.11, Amhara AOR = 1.98, 95CI: 1.41-2.79, having a child aged 24-35 AOR = 3.79, 95CI: 3.07-4.68, and being a rural resident were all significantly associated with stunting. Being born in Tigray AOR = 1.75, 95 CI: 1.02-3.01, being born into the richest family AOR = 0.74, 95 CI: 0.27-0.80, and being born from mothers aged 25-29 AOR = 0.73, 95 CI: 0.55-0.96 were all significantly associated with wasting. Conclusion The magnitude of stunting and wasting is relatively high in Ethiopia. Region, place of residence, and age of the child were significantly associated with stunting, and region, wealth index, and age of the child were significantly associated with wasting. This result provides a clue to give due consideration to under-five children to mitigate the risks of malnutrition through various techniques.
机译:引言 营养不良是埃塞俄比亚等许多发展中国家都遇到的一个重大公共卫生问题。尽管进行了一些研究以确定五岁以下儿童急性营养不良的严重程度和决定因素,但缺乏代表埃塞俄比亚所有儿童的证据。因此,这一国家一级的数据可以代表所有目标,并向我们提供关于埃塞俄比亚五岁以下儿童全国营养状况的最新信息。方法 本研究使用 2019 年埃塞俄比亚小型人口与健康调查 (EDHS) 的数据。包括具有人体测量数据的 0-59 个月儿童。使用STATA 15软件进行数据处理和分析。进行交叉制表和汇总统计以描述研究人群。广义线性混合模型(GLMMs)用于估计营养状况与解释变量之间的关联,并以95%置信区间(CI)的比值比表示。基于 Akaike 和贝叶斯信息标准(AIC 和 BIC)进行模型比较。结果 发育迟缓的程度为37.71%[95%CI:36.35-39.08],消瘦的程度为7.14%[95%CI:6.52-7.91]。居住在提格雷 [AOR = 2.90,95%CI:2.05-4.11],阿姆哈拉 [AOR = 1.98,95%CI:1.41-2.79],有一个 24-35 岁的孩子 [AOR = 3.79,95% CI:3.07-4。68]和农村居民都与发育迟缓显著相关。出生于提格雷 [AOR = 1.75,95% CI:1.02-3.01]、出生于最富有的家庭 [AOR = 0.74,95% CI:0.27-0.80],以及母亲年龄为 25-29 [AOR = 0.73,95% CI:0.55-0.96] 都与消瘦显著相关。结论 埃塞俄比亚发育迟缓和消瘦的严重程度相对较高。地区、居住地和儿童年龄与发育迟缓显著相关,地区、财富指数和儿童年龄与消瘦显著相关。这一结果为适当考虑五岁以下儿童通过各种技术减轻营养不良的风险提供了线索。

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