Department of Statistics, Comilla University, Cumilla, Bangladesh
Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, KS, USA.
BMJ Paediatr Open. 2024 Mar 18;8(1):e002240. doi: 10.1136/bmjpo-2023-002240.
This study aimed to explore the effects of short birth spacing (SBS), which is defined as a period of less than 33 months between two successive births, on multiple concurrent forms of child malnutrition (MCFCM) and at least one form of child malnutrition (ALOFCM) using propensity score matching (PSM).
This study used data extracted from the 2017-18 Bangladesh Demographic and Health Survey. PSM with four different distance functions, including logistic regression, classification and regression tree, single hidden layer neural network and random forest, were performed to evaluate the effects of SBS on MCFCM and ALOFCM. We also explored how the effects were modified in different subsamples, including women's empowerment, education and economic status (women's 3E index)-constructed based on women's decision-making autonomy, education level, and wealth index, and age at marriage, and place of residence.
The prevalence of SBS was 22.16% among the 4652 complete cases. The matched samples of size 2062 generated by PSM showed higher odds of MCFCM (adjusted OR (AOR)=1.25, 95% CI=1.02 to 1.56, p=0.038) and ALOFCM (AOR=1.20, 95% CI=1.01 to 1.42, p=0.045) for the SBS children compared with their counterparts. In the subsample of women with 3E index≥50% coverage, the SBS children showed higher odds of MCFCM (AOR: 1.43, 95% CI=1.03 to 2.00, p=0.041] and ALOFCM (AOR: 1.33, 95% CI=1.02 to 1.74, p=0.036). Higher odds of MCFCM (AOR=1.27, 95% CI=1.02 to 1.58, p=0.036) and ALOFCM (AOR=1.23, 95% CI=1.02 to 1.51, p=0.032) for SBS children than normal children were also evident for the subsample of mothers married at age≤18 years.
SBS was significantly associated with child malnutrition, and the effect was modified by factors such as women's autonomy and age at marriage.
本研究旨在利用倾向评分匹配(PSM)探讨短生育间隔(SBS)对多种并发形式的儿童营养不良(MCFCM)和至少一种形式的儿童营养不良(ALOFCM)的影响,SBS 定义为两次连续分娩之间的时间少于 33 个月。
本研究使用了 2017-18 年孟加拉国人口与健康调查中提取的数据。使用四种不同的距离函数(逻辑回归、分类和回归树、单隐层神经网络和随机森林)进行 PSM,以评估 SBS 对 MCFCM 和 ALOFCM 的影响。我们还探讨了这些影响在不同亚组中的变化情况,包括妇女赋权、教育和经济状况(妇女的 3E 指数),这是基于妇女的决策自主权、教育水平和财富指数以及初婚年龄和居住地点构建的。
在 4652 例完整病例中,SBS 的流行率为 22.16%。PSM 生成的大小为 2062 的匹配样本显示,SBS 儿童发生 MCFCM(调整后的比值比(AOR)=1.25,95%CI=1.02 至 1.56,p=0.038)和 ALOFCM(AOR=1.20,95%CI=1.01 至 1.42,p=0.045)的几率更高。在妇女 3E 指数≥50%覆盖率的亚组中,SBS 儿童发生 MCFCM(AOR:1.43,95%CI=1.03 至 2.00,p=0.041)和 ALOFCM(AOR:1.33,95%CI=1.02 至 1.74,p=0.036)的几率更高。SBS 儿童发生 MCFCM(AOR=1.27,95%CI=1.02 至 1.58,p=0.036)和 ALOFCM(AOR=1.23,95%CI=1.02 至 1.51,p=0.032)的几率也明显高于正常儿童的亚组中,母亲初婚年龄≤18 岁。
SBS 与儿童营养不良显著相关,这种影响受到妇女自主性和初婚年龄等因素的调节。