• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

埃塞俄比亚高死亡率地区五岁以下儿童死亡率的决定因素:混合效应逻辑回归分析

Determinants of under-five mortality in the high mortality regions of Ethiopia: mixed-effect logistic regression analysis.

作者信息

Worku Misganaw Gebrie, Teshale Achamyeleh Birhanu, Tesema Getayeneh Antehunegn

机构信息

Department of Human Anatomy, College of Medicine and Health Science, School of Medicine, University of Gondar, Gondar, Ethiopia.

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

出版信息

Arch Public Health. 2021 Apr 23;79(1):55. doi: 10.1186/s13690-021-00578-4.

DOI:10.1186/s13690-021-00578-4
PMID:33892785
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8063408/
Abstract

BACKGROUND

Even though the global under-five mortality rate substantially decreased over time, Sub-Saharan African (SSA) countries including Ethiopia continue to share the huge burden of under-five mortality. Ethiopia showed a substantial reduction in under-five mortality over time but the rate of reduction has varied across regions. Therefore, this study aimed to investigate determinants of under-five mortality in the high mortality regions of Ethiopia.

METHODS

A secondary data analysis was done based on the 2016 Ethiopian Demographic and Health Survey (EDHS) data. A total weighted sample of 3446 live births were included for this study. For the determinants of under-five mortality, mixed-effect logistic regression was fitted. The Intra-Class Correlation Coefficient (ICC), and Median Odds Ratio (MOR) were done to assess the presence of a significant clustering effect. The standard binary logistic regression and the mixed-effect logistic regression model were fitted and deviance (-2LL) was used for model comparison as the models were nested models. Variables with a p-value less than 0.2 in the bi-variable mixed-effect binary logistic regression analysis were considered for the multivariable analysis. In the multivariable mixed-effect logistic regression analysis, the Adjusted Odds Ratio (AOR) with the 95% Confidence Interval (CI) were reported to declare the statistical significance and strength of association of under-five mortality and the determinant factors.

RESULTS

Overall, the under-five mortality rate in the high mortality regions of Ethiopia was 74 per 1000 live births and it was highest among twin births (262 per 1000 live births). In the multivariable mixed-effect logistic regression analysis, being having 6 and above births (AOR = 3.66, 95% CI: 1.55, 8.67), preceding birth interval of 2-3 years (AOR = 0.57, 95% CI: 0.41, 0.81) and above 3 years (AOR = 0.35, 95% CI: 0.22, 0.55), being twin (AOR = 5.12, 95% CI: 2.28, 11.46), and being having antenatal care (ANC) visit during pregnancy (AOR = 0.27, 95% CI: 0.16, 0.45) were significant determinants of under-five mortality.

CONCLUSION

In this study, under-five mortality rate was highest in high mortality regions of Ethiopia. Parity, ANC visit, preceding birth interval, and multiple births were significant predictors of under-five mortality. Therefore, public health interventions that increase maternal health service utilization such as ANC and family planning service utilization to increase birth interval are needed to reduce under-five mortality among these regions of Ethiopia.

摘要

背景

尽管全球五岁以下儿童死亡率随时间大幅下降,但包括埃塞俄比亚在内的撒哈拉以南非洲(SSA)国家仍承担着五岁以下儿童死亡的巨大负担。埃塞俄比亚五岁以下儿童死亡率随时间有大幅下降,但各地区的下降速度有所不同。因此,本研究旨在调查埃塞俄比亚高死亡率地区五岁以下儿童死亡的决定因素。

方法

基于2016年埃塞俄比亚人口与健康调查(EDHS)数据进行二次数据分析。本研究纳入了3446例活产的总加权样本。对于五岁以下儿童死亡的决定因素,采用混合效应逻辑回归进行拟合。计算组内相关系数(ICC)和中位数优势比(MOR)以评估显著聚类效应的存在。拟合标准二元逻辑回归和混合效应逻辑回归模型,并将偏差(-2LL)用于模型比较,因为这些模型是嵌套模型。在双变量混合效应二元逻辑回归分析中p值小于0.2的变量被纳入多变量分析。在多变量混合效应逻辑回归分析中,报告调整优势比(AOR)及其95%置信区间(CI),以说明五岁以下儿童死亡率与决定因素之间的统计显著性和关联强度。

结果

总体而言,埃塞俄比亚高死亡率地区的五岁以下儿童死亡率为每1000例活产74例,双胞胎出生时的死亡率最高(每1000例活产262例)。在多变量混合效应逻辑回归分析中,生育6胎及以上(AOR = 3.66,95% CI:1.55,8.67)、前次生育间隔为2 - 3年(AOR = 0.57,95% CI:0.41,0.81)及3年以上(AOR = 0.35,95% CI:0.22,0.55)、双胞胎(AOR = 5.12,95% CI:2.28,11.46)以及孕期进行产前检查(ANC)(AOR = 0.27,95% CI:0.16,0.45)是五岁以下儿童死亡的显著决定因素。

结论

在本研究中,埃塞俄比亚高死亡率地区的五岁以下儿童死亡率最高。胎次、产前检查、前次生育间隔和多胎生育是五岁以下儿童死亡的重要预测因素。因此,需要采取公共卫生干预措施,提高孕产妇对诸如产前检查和计划生育服务等卫生服务的利用率,以增加生育间隔,从而降低埃塞俄比亚这些地区的五岁以下儿童死亡率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68a0/8063408/b39797912110/13690_2021_578_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68a0/8063408/b39797912110/13690_2021_578_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/68a0/8063408/b39797912110/13690_2021_578_Fig1_HTML.jpg

相似文献

1
Determinants of under-five mortality in the high mortality regions of Ethiopia: mixed-effect logistic regression analysis.埃塞俄比亚高死亡率地区五岁以下儿童死亡率的决定因素:混合效应逻辑回归分析
Arch Public Health. 2021 Apr 23;79(1):55. doi: 10.1186/s13690-021-00578-4.
2
Individual-and community-level determinants of neonatal mortality in the emerging regions of Ethiopia: a multilevel mixed-effect analysis.新兴地区埃塞俄比亚新生儿死亡率的个体和社区决定因素:多层次混合效应分析。
BMC Pregnancy Childbirth. 2021 Jan 6;21(1):12. doi: 10.1186/s12884-020-03506-6.
3
Individual and community-level determinants, and spatial distribution of institutional delivery in Ethiopia, 2016: Spatial and multilevel analysis.埃塞俄比亚 2016 年个体和社区层面决定因素及机构分娩的空间分布:空间和多水平分析。
PLoS One. 2020 Nov 12;15(11):e0242242. doi: 10.1371/journal.pone.0242242. eCollection 2020.
4
Trends of infant mortality and its determinants in Ethiopia: mixed-effect binary logistic regression and multivariate decomposition analysis.趋势婴儿死亡率及其决定因素在埃塞俄比亚:混合效应二元逻辑回归和多元分解分析。
BMC Pregnancy Childbirth. 2021 May 5;21(1):362. doi: 10.1186/s12884-021-03835-0.
5
Pooled prevalence and associated factors of health facility delivery in East Africa: Mixed-effect logistic regression analysis.东非地区医疗机构分娩的合并患病率及相关因素:混合效应逻辑回归分析
PLoS One. 2021 Apr 23;16(4):e0250447. doi: 10.1371/journal.pone.0250447. eCollection 2021.
6
Complete basic childhood vaccination and associated factors among children aged 12-23 months in East Africa: a multilevel analysis of recent demographic and health surveys.东非 12-23 月龄儿童完成基础儿童疫苗接种及其影响因素:近期人口与健康调查的多水平分析。
BMC Public Health. 2020 Dec 1;20(1):1837. doi: 10.1186/s12889-020-09965-y.
7
Incidence of neonatal mortality and its predictors among live births in Ethiopia: Gompertz gamma shared frailty model.新生儿死亡率及其在埃塞俄比亚活产儿中的预测因素:戈珀特伽马共享脆弱性模型。
Ital J Pediatr. 2020 Sep 21;46(1):138. doi: 10.1186/s13052-020-00893-6.
8
Spatial distribution and determinants of abortion among reproductive age women in Ethiopia, evidence from Ethiopian Demographic and Health Survey 2016 data: Spatial and mixed-effect analysis.埃塞俄比亚育龄妇女堕胎的空间分布及其决定因素:来自 2016 年埃塞俄比亚人口与健康调查的数据:空间和混合效应分析。
PLoS One. 2020 Jun 29;15(6):e0235382. doi: 10.1371/journal.pone.0235382. eCollection 2020.
9
Spatial clusters distribution and modelling of health care autonomy among reproductive-age women in Ethiopia: spatial and mixed-effect logistic regression analysis.埃塞俄比亚育龄妇女健康自主权的空间集聚分布及建模:空间和混合效应逻辑回归分析。
BMC Health Serv Res. 2021 Jan 20;21(1):74. doi: 10.1186/s12913-020-06052-1.
10
Spatial distribution and determinants of iron supplementation among pregnant women in Ethiopia: a spatial and multilevel analysis.埃塞俄比亚孕妇铁补充剂的空间分布及影响因素:一项空间和多层次分析
Arch Public Health. 2021 Aug 10;79(1):143. doi: 10.1186/s13690-021-00669-2.

引用本文的文献

1
Cultural, socioeconomic, and demographic factors contributing to child mortality: evidence from Sierra Leone demographic and health survey 2019.导致儿童死亡的文化、社会经济和人口因素:来自2019年塞拉利昂人口与健康调查的证据
BMC Public Health. 2025 Aug 18;25(1):2819. doi: 10.1186/s12889-025-22191-8.
2
Identifying determinants of under-5 mortality in Bangladesh: A machine learning approach with BDHS 2022 data.识别孟加拉国5岁以下儿童死亡率的决定因素:基于2022年孟加拉国人口与健康调查数据的机器学习方法。
PLoS One. 2025 Jun 11;20(6):e0324825. doi: 10.1371/journal.pone.0324825. eCollection 2025.
3
Under-five mortality and its associated factors in sub-Saharan Africa: a multilevel analysis of recent demographic and health surveys data based on Bayesian approach.

本文引用的文献

1
Determinants of Under-Five Child Mortality in Ethiopia: Analysis Using Ethiopian Demographic Health Survey, 2016.埃塞俄比亚五岁以下儿童死亡率的决定因素:基于2016年埃塞俄比亚人口与健康调查的分析
Int J Pediatr. 2020 Sep 18;2020:7471545. doi: 10.1155/2020/7471545. eCollection 2020.
2
Proximate Determinants of Under-Five Mortality in Ethiopia: Using 2016 Nationwide Survey Data.埃塞俄比亚五岁以下儿童死亡率的直接决定因素:利用2016年全国调查数据
Pediatric Health Med Ther. 2019 Dec 17;10:169-176. doi: 10.2147/PHMT.S231608. eCollection 2019.
3
Predictive model and determinants of under-five child mortality: evidence from the 2014 Ghana demographic and health survey.
撒哈拉以南非洲地区五岁以下儿童死亡率及其相关因素:基于贝叶斯方法对近期人口与健康调查数据的多层次分析
BMC Pediatr. 2025 Feb 8;25(1):103. doi: 10.1186/s12887-025-05454-6.
4
Analyzing and forecasting under-5 mortality trends in Bangladesh using machine learning techniques.使用机器学习技术分析和预测孟加拉国5岁以下儿童死亡率趋势。
PLoS One. 2025 Feb 7;20(2):e0317715. doi: 10.1371/journal.pone.0317715. eCollection 2025.
5
Factors associated with under-five mortality in Scheduled Tribes in India: An analysis of national family health survey-5 (2019-2021).印度在册部落地区五岁以下儿童死亡率相关因素:国家家庭健康调查-5(2019-2021 年)分析。
Indian J Med Res. 2024 Jul;160(1):31-39. doi: 10.25259/ijmr_1869_23.
6
Predictors of mortality among under-five children in rural Ethiopia: a cross sectional study.五岁以下儿童在埃塞俄比亚农村地区的死亡率预测因素:一项横断面研究。
BMC Pediatr. 2023 Dec 15;23(1):633. doi: 10.1186/s12887-023-04440-0.
7
Spatial multilevel analysis of age at death of under-5 children and associated determinants: EDHS 2000-2016.五岁以下儿童死亡年龄的空间多水平分析及其决定因素:EDHS 2000-2016。
BMJ Open. 2023 Oct 18;13(10):e073419. doi: 10.1136/bmjopen-2023-073419.
8
Geographic variation and factors associated with under-five mortality in Ethiopia. A spatial and multilevel analysis of Ethiopian mini demographic and health survey 2019.埃塞俄比亚五岁以下儿童死亡率的地域差异及相关因素分析。对 2019 年埃塞俄比亚迷你人口与健康调查的空间和多层次分析。
PLoS One. 2022 Oct 13;17(10):e0275586. doi: 10.1371/journal.pone.0275586. eCollection 2022.
9
Negative effects of short birth interval on child mortality in low- and middle-income countries: A systematic review and meta-analysis.低、中收入国家中,生育间隔过短对儿童死亡率的负面影响:系统评价和荟萃分析。
J Glob Health. 2022 Sep 3;12:04070. doi: 10.7189/jogh.12.04070.
10
Determinants of under-five mortality in Ethiopia using the recent 2019 Ethiopian demographic and health survey data: nested shared frailty survival analysis.利用2019年埃塞俄比亚最新人口与健康调查数据分析埃塞俄比亚五岁以下儿童死亡率的决定因素:嵌套共享脆弱性生存分析
Arch Public Health. 2022 May 13;80(1):137. doi: 10.1186/s13690-022-00896-1.
预测五岁以下儿童死亡率的模型和决定因素:来自 2014 年加纳人口与健康调查的证据。
BMC Public Health. 2019 Jan 14;19(1):64. doi: 10.1186/s12889-019-6390-4.
4
Countdown to 2015 and beyond: fulfilling the health agenda for women and children.迈向2015年及未来:实现妇女和儿童健康议程。
Lancet. 2015 Jan 31;385(9966):466-76. doi: 10.1016/S0140-6736(14)60925-9. Epub 2014 Jun 29.
5
Level and determinants of infant and under-five mortality in wad-medani town, Sudan.苏丹瓦德迈达尼镇婴儿及五岁以下儿童死亡率水平及其决定因素
J Family Community Med. 2007 May;14(2):65-9.
6
Determinants of under-five mortality in rural and urban Kenya.肯尼亚农村和城市地区五岁以下儿童死亡率的决定因素。
Rural Remote Health. 2012;12:1812. Epub 2012 Mar 13.