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与孟加拉国儿童维生素 A 补充覆盖相关的因素:混合建模方法。

Factors associated with coverage of vitamin a supplementation among Bangladeshi children: mixed modelling approach.

机构信息

Department of Mathematics and Statistics, Bangladesh University of Business and Technology, Dhaka, Bangladesh.

Department of Statistics, Jahangirnagar University, Dhaka, Bangladesh.

出版信息

BMC Public Health. 2021 Apr 2;21(1):648. doi: 10.1186/s12889-021-10735-7.

Abstract

BACKGROUND

Vitamin A deficiency (VAD) is a prominent and widespread public health problem in developing countries, including Bangladesh. About 2% of all deaths among under-five children are attributable to VAD. Evidence-based information is required to understand the influential factors to increase vitamin A supplementation (VAS) coverage and reduce VAD. We investigated the potential factors affecting VAS coverage and its significant predictors among Bangladeshi children aged 6 to 59 months using the VAS clustered data extracted from the latest Bangladesh Demographic and Health Survey 2014.

METHODS

Data were analysed using mixed logistic regression (MLR) modelling approach in the generalised linear mixed model framework. The MLR model performs better than logistic regression for analysing the clustered data because of its minimum Akaike information criterion value. The likelihood ratio test showed that the variance component was significant. Therefore, the clustering effect among children was inevitable to use.

RESULTS

VAS coverage among under-five children was 63.6%, which is not optimal and below the WHO's recommendation and the country's target of 90%. Children aged 25 to 36 months (AOR = 2.07, 95% CI: 1.711 to 2.513), who had higher educated mothers (AOR = 1.37, p = 0.033, 95% CI: 1.026-1.820) and fathers (AOR = 1.32, p = 0.027, 95% CI: 1.032-1.683), whose mothers had media exposure (AOR = 1.22, p = 0.006, 95% CI: 1.059-1.408) and NGO membership (AOR = 1.24, p = 0.002, 95% CI: 1.089-1.422) were more likely to consume VAS.

CONCLUSION

The relevant authorities should create proactive awareness programs for highly vulnerable local communities, specifically targeted to educate the children's mothers about the necessity and benefits of childhood nutrition.

摘要

背景

维生素 A 缺乏症(VAD)是发展中国家,包括孟加拉国的一个突出和广泛存在的公共卫生问题。五岁以下儿童所有死亡人数中约有 2%归因于 VAD。需要循证信息来了解影响增加维生素 A 补充(VAS)覆盖率和降低 VAD 的因素。我们使用 2014 年最新的孟加拉国人口与健康调查中提取的 VAS 聚类数据,调查了影响孟加拉国 6 至 59 个月儿童 VAS 覆盖率的潜在因素及其重要预测因素。

方法

使用广义线性混合模型框架中的混合逻辑回归(MLR)模型分析数据。MLR 模型在分析聚类数据方面优于逻辑回归,因为它的 Akaike 信息准则值最小。似然比检验表明方差分量是显著的。因此,儿童之间的聚类效应是不可避免的。

结果

五岁以下儿童的 VAS 覆盖率为 63.6%,这并不理想,低于世界卫生组织的建议和该国 90%的目标。25 至 36 个月大的儿童(AOR=2.07,95%CI:1.711-2.513),母亲受教育程度较高(AOR=1.37,p=0.033,95%CI:1.026-1.820)和父亲(AOR=1.32,p=0.027,95%CI:1.032-1.683),母亲接触媒体(AOR=1.22,p=0.006,95%CI:1.059-1.408)和非政府组织成员(AOR=1.24,p=0.002,95%CI:1.089-1.422)更有可能摄入 VAS。

结论

有关当局应针对高度脆弱的当地社区制定积极主动的意识计划,专门针对儿童的母亲进行儿童营养必要性和益处的教育。

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