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埃塞俄比亚五岁以下儿童中同时存在营养不良的空间分布及相关因素:来自2019年小型人口与健康调查的证据

Spatial distribution and factors associated with coexisting undernutrition among under-five children in Ethiopia: Evidence from the 2019 Mini-Demographic and Health Survey.

作者信息

Bezie Meklit Melaku, Tesema Getayeneh Antehunegn

机构信息

Department of Public Health, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia.

Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Sciences, and Comprehensive Specialized Hospital, University of Gondar, Gondar, Ethiopia.

出版信息

PLoS One. 2025 Aug 8;20(8):e0329750. doi: 10.1371/journal.pone.0329750. eCollection 2025.

Abstract

BACKGROUND

Undernutrition remains a critical public health issue in Ethiopia, driving high under-five morbidity and mortality. Coexisting forms; stunting, wasting, and underweight magnify these risks but their spatial patterns and determinants remain poorly understood. This study investigates the geographic distribution and key factors of coexisting undernutrition among Ethiopian children under five to inform targeted, geographic-specific interventions.

METHODS

We conducted a secondary data analysis of the 2019 Ethiopia Mini Demographic and Health Survey (EMDHS), including a weighted sample of 4,952 children under five years of age. Spatial analysis was employed to explore the geographic distribution of coexisting forms of undernutrition, and significant spatial clusters were identified using SaTScan version 10. To examine associated factors, a multilevel binary logistic regression model was fitted. Variables with a p-value < 0.2 in the bivariable analysis were included in the multivariable model. Effect measures were reported using Adjusted Odds Ratios (AORs) with 95% Confidence Intervals (CIs).

RESULTS

The national prevalence of coexisting forms of undernutrition among children under five in Ethiopia was 19.6% (95% CI: 18.5,20.7), with marked regional disparities ranging from 5.2% in Addis Ababa to 30.7% in the Afar region. Spatial analysis identified a significant high-risk cluster spanning Afar, Amhara, Tigray, Benishangul-Gumuz, and northern Somali regions (Log-Likelihood Ratio [LLR] = 38.83, p < 0.001), indicating pronounced geographic heterogeneity. Maternal education at primary (AOR = 0.81, 95% CI: 0.68, 0.98), secondary (AOR = 0.53, 95% CI: 0.37, 0.77), and higher levels (AOR = 0.29, 95% CI: 0.17, 0.51), higher household wealth (richer: AOR = 0.68, 95% CI: 0.50, 0.92; richest: AOR = 0.53, 95% CI: 0.35, 0.80), and female sex (AOR = 0.80, 95% CI: 0.69, 0.92). Conversely, multiple births (AOR = 2.06, 95% CI: 1.33, 3.18) and residing in communities with high poverty levels (AOR = 1.44, 95% CI: 1.11, 1.87) significantly increased the risk of coexisting undernutrition.

CONCLUSION

Significant geographic disparities in coexisting undernutrition among Ethiopian children under five highlight urgent hotspots in Afar, Amhara, Tigray, Benishangul, and northern Somali regions. Protective factors such as maternal education, household wealth, and female sex, while multiple births and poverty were risk factors. These findings highlight the need for geographically targeted interventions focused on hotspot areas, with an emphasis on improving maternal education and alleviating poverty to reduce coexisting forms of undernutrition and enhance child survival.

摘要

背景

营养不良仍是埃塞俄比亚一个关键的公共卫生问题,导致五岁以下儿童的高发病率和高死亡率。同时存在的发育迟缓、消瘦和体重不足等形式加剧了这些风险,但其空间模式和决定因素仍知之甚少。本研究调查埃塞俄比亚五岁以下儿童同时存在的营养不良的地理分布和关键因素,以为有针对性的、特定地理区域的干预措施提供依据。

方法

我们对2019年埃塞俄比亚微型人口与健康调查(EMDHS)进行了二次数据分析,包括4952名五岁以下儿童的加权样本。采用空间分析来探究同时存在的营养不良形式的地理分布,并使用SaTScan 10版本识别显著的空间聚集区。为了检验相关因素,拟合了一个多层次二元逻辑回归模型。在双变量分析中p值<0.2的变量被纳入多变量模型。使用调整后的优势比(AOR)和95%置信区间(CI)报告效应量。

结果

埃塞俄比亚五岁以下儿童同时存在的营养不良形式的全国患病率为19.6%(95%CI:18.5,20.7),存在明显的地区差异,从亚的斯亚贝巴的5.2%到阿法尔地区的30.7%不等。空间分析确定了一个跨越阿法尔、阿姆哈拉、提格雷、本尚古勒-古穆兹和索马里北部地区的显著高风险聚集区(对数似然比[LLR]=38.83,p<0.001),表明存在明显的地理异质性。母亲接受小学教育(AOR=0.81,95%CI:0.68,0.98)、中学教育(AOR=0.53,95%CI:0.37,0.77)和高等教育(AOR=0.29,95%CI:0.17,0.51)、家庭财富水平较高(较富裕:AOR=0.68,95%CI:0.50,0.92;最富裕:AOR=0.53,95%CI:0.35,0.80)以及女性(AOR=0.80,95%CI:0.69,0.92)为保护因素。相反,多胞胎(AOR=2.06,95%CI:1.33,3.18)和居住在贫困水平高的社区(AOR=1.44,95%CI:1.11,1.87)会显著增加同时存在营养不良的风险。

结论

埃塞俄比亚五岁以下儿童同时存在的营养不良存在显著的地理差异,突出了阿法尔、阿姆哈拉、提格雷、本尚古勒和索马里北部地区的紧急热点地区。母亲教育、家庭财富和女性等为保护因素,而多胞胎和贫困则是风险因素。这些发现凸显了针对热点地区进行地理定位干预的必要性,重点是提高母亲教育水平和减轻贫困,以减少同时存在的营养不良形式并提高儿童存活率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/559c/12334006/141760fa2d72/pone.0329750.g001.jpg

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