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使用RIF分解方法分析撒哈拉以南非洲12个国家发育迟缓减少的驱动因素。

Analysing the drivers of stunting reduction in twelve sub-saharan African countries using the RIF decomposition approach.

作者信息

Olakunle Abibatou Agbéké

机构信息

Ecole National supérieure de Statistique et d'Économie Appliquée, Abidjan, Côte d'Ivoire.

出版信息

BMC Public Health. 2024 Jul 31;24(1):2058. doi: 10.1186/s12889-024-19327-7.

DOI:10.1186/s12889-024-19327-7
PMID:39085805
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11290274/
Abstract

BACKGROUND

This study examines how significant is the changes in child stunting in Sub-Saharan African countries (SSA). Then, it investigates factors that contributed to the reduction in child stunting in those countries. For each country, we distinguish the contribution of compositional effects and structural effect.

METHODS

This paper uses data from Demographic and Health Surveys of 12 sub-Saharan African countries conducted between 2000 and 2020. The z-test to compare two independent proportions was used to assess changes in child stunting and explanatory variables over the period. Recentred influence function (RIF) decomposition method was used to decompose changes in stunting over the year in each country, and to determine the contribution of each variable to the changes.

RESULTS

The prevalence of child stunting declines significantly in 11 countries over the year. The decline varies from 6.8% in Cameroun to 19% in Mali. The average year of education of the child's mother and father, and the proportion of households with access to an improved drinking water source have contributed to the reduction in child stunting. This result was found in all the countries. Improvements in living standards, child vaccination, antenatal care attendance, delivery to health care centres, maternal education, improved drinking water sources, and improved sanitation make the largest contribution to the composition component, hence reducing child stunting.

CONCLUSIONS

This study sheds light on what has contributed to the achieved improvement in child nutritional status and suggests how to possibly accelerate the reduction in undernutrition in countries that lag.

摘要

背景

本研究考察了撒哈拉以南非洲国家(SSA)儿童发育迟缓情况的变化有多大意义。然后,研究了这些国家儿童发育迟缓率下降的影响因素。对于每个国家,我们区分了构成效应和结构效应的贡献。

方法

本文使用了2000年至2020年间对12个撒哈拉以南非洲国家进行的人口与健康调查数据。使用z检验来比较两个独立比例,以评估该时期内儿童发育迟缓情况和解释变量的变化。采用重新中心化影响函数(RIF)分解方法来分解每个国家当年发育迟缓情况的变化,并确定每个变量对这些变化的贡献。

结果

一年来,11个国家的儿童发育迟缓率显著下降。下降幅度从喀麦隆的6.8%到马里的19%不等。儿童父母的平均受教育年限以及能够获得改善饮用水源的家庭比例,都对儿童发育迟缓率的下降起到了作用。在所有国家都发现了这一结果。生活水平的提高、儿童疫苗接种、产前护理、在医疗保健中心分娩、母亲教育、改善饮用水源和改善卫生条件对构成部分贡献最大,从而降低了儿童发育迟缓率。

结论

本研究揭示了儿童营养状况改善的促成因素,并提出了如何在落后国家可能加速减少营养不良的建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccb9/11290274/ad61fe4fa064/12889_2024_19327_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccb9/11290274/6d147b515f56/12889_2024_19327_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccb9/11290274/ad61fe4fa064/12889_2024_19327_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccb9/11290274/6d147b515f56/12889_2024_19327_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccb9/11290274/ad61fe4fa064/12889_2024_19327_Fig2_HTML.jpg

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本文引用的文献

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2
Drivers of stunting reduction in Ethiopia: a country case study.埃塞俄比亚儿童发育迟缓减少的驱动因素:国家案例研究。
Am J Clin Nutr. 2020 Sep 14;112(Suppl 2):875S-893S. doi: 10.1093/ajcn/nqaa163.
3
Drivers of stunting reduction in Senegal: a country case study.塞内加尔减少发育迟缓的驱动因素:一个国家案例研究。
Am J Clin Nutr. 2020 Sep 14;112(Suppl 2):860S-874S. doi: 10.1093/ajcn/nqaa151.
4
What explains the fall in child stunting in Sub-Saharan Africa?是什么导致了撒哈拉以南非洲地区儿童发育迟缓率的下降?
SSM Popul Health. 2019 May 13;8:100384. doi: 10.1016/j.ssmph.2019.100384. eCollection 2019 Aug.
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Changes in Child Nutrition in India: A Decomposition Approach.印度儿童营养变化:分解方法。
Int J Environ Res Public Health. 2019 May 22;16(10):1815. doi: 10.3390/ijerph16101815.
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Childhood undernutrition in three disadvantaged East African Districts: a multinomial analysis.东非三个贫困地区的儿童营养不良:多项分析。
BMC Pediatr. 2019 Apr 23;19(1):118. doi: 10.1186/s12887-019-1482-y.
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Role of parental education in reduction of prevalence of childhood undernutrition in Bangladesh.父母教育在减少孟加拉国儿童营养不足患病率方面的作用。
Public Health Nutr. 2018 Jul;21(10):1845-1854. doi: 10.1017/S1368980018000162. Epub 2018 Feb 19.
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