Department of Applied Health and Nutrition, RTM Al-Kabir Technical University, Sylhet, Bangladesh.
School of Computing, Mathematics and Engineering, Charles Sturt University, Wagga Wagga, NSW, Australia.
PLoS One. 2023 Jan 26;18(1):e0279901. doi: 10.1371/journal.pone.0279901. eCollection 2023.
The child nutritional status of a country is a potential indicator of socioeconomic development. Child malnutrition is still the leading cause of severe health and welfare problems across Bangladesh. The most prevalent form of child malnutrition, stunting, is a serious public health issue in many low and middle-income countries. This study aimed to investigate the heterogeneous effect of some child, maternal, household, and health-related predictors, along with the quantiles of the conditional distribution of Z-score for height-for-age (HAZ) of under five children in Bangladesh.
In this study, a sample of 8,321 children under five years of age was studied from BDHS-2017-18. The chi-square test was mainly used to identify the significant predictors of the HAZ score and sequential quantile regression was used to estimate the heterogeneous effect of the significant predictors at different quantiles of the conditional HAZ distribution.
The findings revealed that female children were significantly shorter than their male counterparts except at the 75th quantile. It was also discovered that children aged 7-47 months were disadvantaged, but children aged 48-59 months were advantaged in terms of height over children aged 6 months or younger. Moreover, children with a higher birth order had significantly lower HAZ scores than 1st birth order children. In addition, home delivery, the duration of breastfeeding, and the BCG vaccine and vitamin A received status were found to have varied significant negative associations with the HAZ score. As well, seven or fewer antenatal care visits was negatively associated with the HAZ score, but more than seven antenatal care visits was positively associated with the HAZ score. Additionally, children who lived in urban areas and whose mothers were over 18 years and either normal weight or overweight had a significant height advantage. Furthermore, parental secondary or higher education had a significant positive but varied effect across the conditional HAZ distribution, except for the mother's education, at the 50th quantile. Children from wealthier families were also around 0.30 standard deviations (SD) taller than those from the poorest families. Religion also had a significant relationship with the conditional HAZ distribution in favor of non-Muslim children.
To enhance children's nutritional levels, intervention measures should be designed considering the estimated heterogeneous effect of the risk factors. This would accelerate the progress towards achieving the targets of Sustainable Development Goals (SDGs) related to child and maternal health in Bangladesh by 2030.
一个国家的儿童营养状况是社会经济发展的潜在指标。儿童营养不良仍然是孟加拉国严重健康和福利问题的主要原因。发育迟缓是儿童营养不良最普遍的形式,也是许多中低收入国家的严重公共卫生问题。本研究旨在探讨一些儿童、产妇、家庭和与健康相关的预测因素以及五岁以下儿童身高年龄别 Z 评分(HAZ)的条件分布分位数的异质性效应。
本研究使用 2017-18 年 BDHS 的 8321 名五岁以下儿童的样本。主要使用卡方检验来确定 HAZ 评分的显著预测因素,然后使用序贯分位数回归来估计显著预测因素在 HAZ 条件分布不同分位数上的异质性效应。
研究结果表明,除了第 75 分位数外,女性儿童的身高明显低于男性儿童。研究还发现,7-47 月龄的儿童在身高方面处于劣势,但 48-59 月龄的儿童比 6 月龄或更小的儿童在身高方面处于优势。此外,出生顺序较高的儿童的 HAZ 评分明显低于第一出生顺序的儿童。此外,家庭分娩、母乳喂养持续时间以及 BCG 疫苗和维生素 A 的接种情况与 HAZ 评分呈显著负相关。同样,少于 7 次产前保健就诊与 HAZ 评分呈负相关,但多于 7 次产前保健就诊与 HAZ 评分呈正相关。此外,居住在城市地区、母亲年龄在 18 岁以上且体重正常或超重的儿童身高有显著优势。此外,父母的中学或更高学历对 HAZ 条件分布有显著的积极影响,但在第 50 分位数除外,母亲的教育除外。来自较富裕家庭的儿童比来自最贫困家庭的儿童高出约 0.30 个标准差(SD)。宗教也与有利于非穆斯林儿童的条件 HAZ 分布有显著关系。
为了提高儿童的营养水平,应该考虑到风险因素的估计异质性效应来设计干预措施。这将加速孟加拉国实现与儿童和孕产妇健康相关的可持续发展目标(SDGs)目标的进展,到 2030 年实现这些目标。