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儿童发育迟缓在卢旺达北部省高度聚集:一项基于人群研究的空间分析。

Childhood stunting is highly clustered in Northern Province of Rwanda: A spatial analysis of a population-based study.

作者信息

Ndagijimana Albert, Nduwayezu Gilbert, Kagoyire Clarisse, Elfving Kristina, Umubyeyi Aline, Mansourian Ali, Lind Torbjörn

机构信息

Department of Clinical Sciences, Pediatrics, Umeå University, Umeå, Sweden.

University of Rwanda, College of Medicine and Health Sciences, School of Public Health, Kigali, Rwanda.

出版信息

Heliyon. 2024 Jan 19;10(2):e24922. doi: 10.1016/j.heliyon.2024.e24922. eCollection 2024 Jan 30.

Abstract

BACKGROUND

In Northern Province, Rwanda, stunting is common among children aged under 5 years. However, previous studies on spatial analysis of childhood stunting in Rwanda did not assess its randomness and clustering, and none were conducted in Northern Province. We conducted a spatial-pattern analysis of childhood undernutrition to identify stunting clusters and hotspots for targeted interventions in Northern Province.

METHODS

Using a household population-based questionnaire survey of the characteristics and causes of undernutrition in households with biological mothers of children aged 1-36 months, we collected anthropometric measurements of the children and their mothers and captured the coordinates of the households. Descriptive statistics were computed for the sociodemographic characteristics and anthropometric measurements. Spatial patterns of childhood stunting were determined using global and local Moran's I and Getis-Ord Gi* statistics, and the corresponding maps were produced.

RESULTS

The z-scores of the three anthropometric measurements were normally distributed, but the z-scores of height-for-age were generally lower than those of weight-for-age and weight-for-height, prompting us to focus on height-for-age for the spatial analysis. The estimated incidence of stunting among 601 children aged 1-36 months was 27.1 %. The sample points were interpolated to the administrative level of the sector. The global Moran's I was positive and significant (Moran's I = 0.403, p < 0.001, z-score = 7.813), indicating clustering of childhood stunting across different sectors of Northern Province. The local Moran's I and hotspot analysis based on the Getis-Ord Gi* statistic showed statistically significant hotspots, which were strongest within Musanze district, followed by Gakenke and Gicumbi districts.

CONCLUSION

Childhood stunting in Northern Province showed statistically significant hotspots in Musanze, Gakenke, and Gicumbi districts. Factors associated with such clusters and hotspots should be assessed to identify possible geographically targeted interventions.

摘要

背景

在卢旺达北部省,五岁以下儿童发育迟缓现象普遍。然而,此前关于卢旺达儿童发育迟缓的空间分析研究并未评估其随机性和聚集性,且北部省尚未开展此类研究。我们对儿童营养不良进行了空间格局分析,以确定卢旺达北部省发育迟缓的聚集区和热点地区,从而进行有针对性的干预。

方法

通过对有1 - 36个月大孩子的亲生母亲的家庭进行基于人口的问卷调查,了解家庭营养状况及成因,我们收集了孩子及其母亲的人体测量数据,并获取了家庭坐标。对社会人口学特征和人体测量数据进行了描述性统计。使用全局和局部莫兰指数(Moran's I)以及Getis-Ord Gi*统计量确定儿童发育迟缓的空间格局,并绘制相应地图。

结果

三项人体测量指标的z分数呈正态分布,但年龄别身高的z分数普遍低于年龄别体重和身高别体重的z分数,这促使我们在空间分析中重点关注年龄别身高。在601名1 - 36个月大的儿童中,发育迟缓的估计发生率为27.1%。样本点被内插到分区行政级别。全局莫兰指数为正且具有统计学意义(莫兰指数 = 0.403,p < 0.001,z分数 = 7.813),表明卢旺达北部省不同分区存在儿童发育迟缓聚集现象。基于Getis-Ord Gi*统计量的局部莫兰指数和热点分析显示出具有统计学意义的热点地区,其中穆桑泽区最为明显,其次是加肯克区和基孔比区。

结论

卢旺达北部省的儿童发育迟缓在穆桑泽、加肯克和基孔比区呈现出具有统计学意义的热点地区。应评估与这些聚集区和热点地区相关的因素,以确定可能的地理针对性干预措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d8b1/10835355/47b459482148/gr1.jpg

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