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使用多水平建模方法评估埃塞俄比亚新生儿、婴儿和五岁以下儿童死亡率预测因素的个体和社区层面差异。

Assessing Individual- and Community-Level Variability in Predictors of Neonatal, Infant, and Under-Five Child Mortality in Ethiopia Using a Multilevel Modeling Approach.

作者信息

Kuse Kenenisa Abdisa, Chikako Teshita Uke, Hagan John Elvis, Seidu Abdul-Aziz, Ahinkorah Bright Opoku

机构信息

Department of Statistics, Bule Hora University, Bule Hora P.O. Box 144, Ethiopia.

Wondo Genet College of Forestry and Natural Resource, Hawassa University, Hawassa P.O. Box 05, Ethiopia.

出版信息

Children (Basel). 2022 Jul 18;9(7):1071. doi: 10.3390/children9071071.

Abstract

Background: In low-and middle-income countries, child mortality rates are basic indicators of a country’s socio-economic situation and quality of life. The Ethiopian government is currently working to reduce child mortality to accomplish its long-term development goals. Using data from the Ethiopian Mini Demographic and Health Survey, 2019, this study analyzed the determinants of child mortality in Ethiopia. Methods: A total of 4806 children were considered in the final analyses. Multivariate analysis was used to estimate the effects of the predictors simultaneously on each child mortality outcome. Results: The findings revealed that 31.6% of children died during the neonatal stage, 39.1% during the infant stage, and 48.5% during the under-five stage. Variation in child mortality was discovered between Ethiopian community clusters, with the result of heterogeneity between clusters on newborn mortality (χ2 = 202.4, p-value < 0.0001), (χ2 = 777.35, p-value < 0.0001), and (χ2 = 112.92, p-value < 0.0001). Children’s neonatal, infant, and under-five mortality intracluster correlation coefficient (ICC) were 0.35, 0.33, and 0.36, respectively, across communities. Conclusions: In Ethiopia, under-five mortality remains a serious public health issue, with wide variations and high rates among community clusters. Intervention measures focusing on lowering rates of household poverty, increasing education opportunities, and improving access to health care could assist in reducing child mortality in Ethiopia.

摘要

背景

在低收入和中等收入国家,儿童死亡率是一个国家社会经济状况和生活质量的基本指标。埃塞俄比亚政府目前正在努力降低儿童死亡率,以实现其长期发展目标。本研究利用2019年埃塞俄比亚小型人口与健康调查的数据,分析了埃塞俄比亚儿童死亡率的决定因素。方法:最终分析共纳入4806名儿童。采用多变量分析同时估计各预测因素对每个儿童死亡结局的影响。结果:研究结果显示,31.6%的儿童在新生儿期死亡,39.1%在婴儿期死亡,48.5%在五岁以下儿童期死亡。埃塞俄比亚不同社区集群之间发现了儿童死亡率的差异,集群间新生儿死亡率存在异质性(χ2 = 202.4,p值<0.0001)、(χ2 = 777.35,p值<0.0001)和(χ2 = 112.92,p值<0.0001)。各社区儿童新生儿、婴儿和五岁以下儿童死亡率的集群内相关系数(ICC)分别为0.35、0.33和0.36。结论:在埃塞俄比亚,五岁以下儿童死亡率仍然是一个严重的公共卫生问题,不同社区集群之间差异很大且死亡率很高。侧重于降低家庭贫困率、增加教育机会和改善医疗服务可及性的干预措施有助于降低埃塞俄比亚的儿童死亡率。

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