6-59月龄儿童贫血危险因素的人口归因比例:撒哈拉以南非洲地区使用修正泊松回归模型的多水平复杂数据分析

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-06-25 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0324835
Meklit Melaku Bezie, Beminate Lemma Seifu, Hiwot Altaye Asebe, Angwach Abrham Asnake, Yohannes Mekuria Negussie, Zufan Alamrie Asmare, Mamaru Melkam, Bezawit Melak Fente
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引用次数: 0

摘要

背景:五岁以下儿童贫血仍然是撒哈拉以南非洲(SSA)一个重要的公共卫生问题。虽然有许多研究审查了其相关因素,但关于可改变的风险因素对公共卫生的影响的证据有限。本研究评估了27个SSA国家6-59月龄儿童贫血危险因素的人口归因分数(PAF)。方法:使用来自27个SSA国家的人口与健康调查(DHS)数据进行二次数据分析,包括124,285名儿童的加权样本。采用STATA-14软件进行数据管理和分析。采用聚类内相关系数(ICC)、中位优势比(MOR)和似然比检验(LRT)评估聚类的存在。采用多水平修正泊松回归模型估计校正患病率优势比(aPOR)和相应的95%置信区间(CI)的PAF,并使用aPOR和暴露患病率估计95% CI的人口归因分数(PAF)。结果:SSA儿童贫血的总体患病率为61.99% (95% CI: 61.73, 62.27)。显著危险因素包括产妇贫血(PAF = 7.37%)、产妇受教育程度低(未接受正规教育者PAF = 5.86%)、家庭财富状况差(最贫困者PAF = 3.52%)、缺乏媒体接触(PAF = 0.76%)、儿童营养不良(发育迟缓PAF = 1.31%,体重不足PAF = 0.84%)、腹泻(PAF = 1.19%)和发热性疾病(PAF = 2.26%)以及未改善的厕所设施(PAF = 1.02%)。结论:孕产妇贫血、低教育程度、贫困、卫生条件差、媒体使用不足、厕所设施不完善以及儿童疾病是导致SSA地区贫血的重要因素。改善孕产妇和儿童健康、加强教育和确保更好的营养和卫生条件的有针对性的干预措施有助于减少该区域的儿童贫血。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Population attributable fraction of risk factors for anemia among children aged 6-59 months: A multilevel complex data analysis using modified poisson regression model in Sub-Saharan Africa.

Population attributable fraction of risk factors for anemia among children aged 6-59 months: A multilevel complex data analysis using modified poisson regression model in Sub-Saharan Africa.

Population attributable fraction of risk factors for anemia among children aged 6-59 months: A multilevel complex data analysis using modified poisson regression model in Sub-Saharan Africa.

Population attributable fraction of risk factors for anemia among children aged 6-59 months: A multilevel complex data analysis using modified poisson regression model in Sub-Saharan Africa.

Background: Anemia among children under five remains a significant public health concern in sub-Saharan Africa (SSA). While numerous studies have examined its associated factors, limited evidence exists on the public health impact of modifiable risk factors. This study assessed the population-attributable fraction (PAF) of risk factors for anemia among children aged 6-59 months across 27 SSA countries.

Methods: A secondary data analysis was conducted using Demographic and Health Survey (DHS) data from 27 SSA countries, including a weighted sample of 124,285 children. Data management and analysis were done using STATA-14 software. The presence of clustering was assessed using the Intra-cluster Correlation Coefficient (ICC), Median Odds Ratio (MOR), and Likelihood Ratio Test (LRT). A multilevel modified Poisson regression model was employed to estimate adjusted Prevalence Odds Ratios (aPOR) and the corresponding PAF with 95% Confidence Intervals (CI), and the Population Attributable Fraction (PAF) with the 95% CI was estimated using the aPOR and the prevalence of exposure.

Results: The overall prevalence of anemia among children in SSA was 61.99% (95% CI: 61.73, 62.27). Significant risk factors included maternal anemia (PAF = 7.37%), low maternal education (PAF = 5.86% for no formal education), poor household wealth status (PAF = 3.52% for the poorest), lack of media exposure (PAF = 0.76%), child undernutrition (stunting PAF = 1.31%, underweight PAF = 0.84%), diarrheal (PAF = 1.19%) and febrile illness (PAF = 2.26%), and unimproved toilet facilities (PAF = 1.02%).

Conclusion: Maternal anemia, low maternal educational status, poverty, poor sanitation, inadequate media access, unimproved toilet facilities, and childhood illness significantly contribute to anemia in SSA. Targeted interventions to improve maternal and child health, enhance education, and ensure better nutrition and sanitation could help reduce childhood anemia in the region.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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