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基于2019年埃塞俄比亚小型人口与健康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)

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

作者信息

Raru Temam Beshir, Ayana Galana Mamo, Merga Bedasa Taye, Negash Belay, Deressa Alemayehu, Birhanu Abdi, Hassen Fila Ahmed, Roba Kedir Teji

机构信息

School of Public Health, College of Health and Medical Sciences, Haramaya University, P.O. Box: 235, Harar, Ethiopia.

School of Medicine, College of Health and Medical Sciences, Haramaya University, Harar, Ethiopia.

出版信息

BMC Nutr. 2022 Oct 17;8(1):113. doi: 10.1186/s40795-022-00598-5.

Abstract

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% [95%CI: 36.35-39.08], while the magnitude of wasting was 7.14% [95%CI: 6.52-7.91]. Living in Tigray [AOR = 2.90, 95%CI: 2.05-4.11], Amhara [AOR = 1.98, 95%CI: 1.41-2.79], having a child aged 24-35 [AOR = 3.79, 95%CI: 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.

摘要

引言

营养不良是许多发展中国家(如埃塞俄比亚)面临的一个主要公共卫生问题。尽管已经开展了一些研究来确定五岁以下儿童急性营养不良的严重程度和决定因素,但缺乏能够代表埃塞俄比亚所有儿童的证据。因此,这些国家级数据可以代表所有目标群体,并为我们提供有关埃塞俄比亚五岁以下儿童全国营养状况严重程度的最新信息。

方法

本研究使用了2019年埃塞俄比亚小型人口与健康调查(EDHS)的数据。纳入了有身高体重数据的0至59个月大的儿童。使用STATA 15软件进行数据处理和分析。通过交叉表和汇总统计来描述研究人群。使用广义线性混合模型(GLMMs)来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。基于赤池信息准则和贝叶斯信息准则(AIC和BIC)进行模型比较。

结果

发育迟缓的严重程度为37.71%[95%CI:36.35 - 39.08],而消瘦的严重程度为7.14%[95%CI:6.52 - 7.91]。生活在提格雷地区[AOR = 2.90,95%CI:2.05 - 4.11]、阿姆哈拉地区[AOR = 1.98,95%CI:1.41 - 2.79]、有一个24至35岁的孩子[AOR = 3.79,95%CI:3.07 - 4.68]以及是农村居民均与发育迟缓显著相关。出生在提格雷地区[AOR = 1.75,95%CI:1.02 - 3.01]、出生在最富裕家庭[AOR = 0.74,95%CI:0.27 - 0.80]以及母亲年龄在25至29岁之间[AOR = 0.73,95%CI:0.55 - 0.96]均与消瘦显著相关。

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、居住地点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。这一结果为通过各种技术充分关注五岁以下儿童以降低营养不良风险提供了线索。

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