Institute of Statistical Research and Training, University of Dhaka, Dhaka, Bangladesh.
PLoS One. 2019 Jul 3;14(7):e0219170. doi: 10.1371/journal.pone.0219170. eCollection 2019.
Bangladesh is one of the most anemia prone countries in South Asia. Children of age under five years and women of reproductive age are particularly vulnerable in this region. Although several studies have investigated the risk factors of anemia, only few have explored its association with malnutrition, despite its high prevalence in the same group. The objective of this paper is to investigate the association of malnutrition with anemia by conducting separate analyses for under-five children and women of reproductive age using data from the nationally representative 2011 Bangladesh Demographic and Health Survey.
Two binary outcome variables are considered separately: presence of anemia in children under five years of age (Hb<11.0 g/dl) and presence of anemia in women of childbearing age (Hb<12.0 g/dl). The exposures of interest corresponding to these two outcomes are stunting (low height-for-age) and low BMI (<18.5 kg/m2), respectively. Preliminary analysis involves estimating the association between exposure and outcome while controlling for a single confounder by computing adjusted odds ratios (adjOR) using the Cochran-Mantel-Haenszel approach in stratified analysis. Later, associations between the exposures and outcomes are estimated separately for under-five children and women of reproductive age by fitting multivariable regression models that adjust simultaneously for several confounders.
The prevalence of anemia is found to be higher among both the stunted children and women with low BMI compared to their healthy counterparts (Children: 56% vs 48%; women: 50% vs 43%). Furthermore, stunted children and women with low BMI have significantly increased odds of developing anemia, as reflected by the adjusted ORs of 1.76 (95% CI:1.10-2.83) and 1.81 (95% CI: 1.11-3.48), respectively. The association of stunting with anemia in children was modified by their age and socio-economic condition, where risk of being anemic decreases with increasing age but with a lower rate for stunted children from richest family. In addition, stunted children of anemic mothers are at greater risk of being anemic compared to non-stunted children of anemic or non-anemic mothers. Again the association between BMI and anemia in women is modified by the level of education, with risk of anemia being lowest among women with low BMI and higher education.
Evidence-based policies targeting the vulnerable groups are required to combat anemia and nutritional deficiencies simultaneously under the same program.
孟加拉国是南亚贫血症高发国家之一。五岁以下儿童和育龄妇女尤其容易受到影响。尽管有几项研究调查了贫血症的风险因素,但由于该因素在同一人群中普遍存在,仅有少数研究探索了其与营养不良的关联。本文旨在通过利用来自全国代表性的 2011 年孟加拉国人口与健康调查的数据,分别对五岁以下儿童和育龄妇女进行分析,探讨营养不良与贫血症之间的关联。
分别考虑两个二项结局变量:五岁以下儿童贫血症(Hb<11.0 g/dl)和育龄妇女贫血症(Hb<12.0 g/dl)的存在情况。与这两个结局相对应的暴露因素分别为发育迟缓(身高低于年龄)和低 BMI(<18.5 kg/m2)。初步分析包括通过在分层分析中使用 Cochran-Mantel-Haenszel 方法计算调整后的优势比(adjOR),在控制单一混杂因素的情况下,估计暴露与结局之间的关联。然后,通过拟合同时调整多个混杂因素的多变量回归模型,分别对五岁以下儿童和育龄妇女的暴露与结局进行估计。
与健康对照组相比,发育迟缓的儿童和 BMI 较低的妇女贫血症的患病率更高(儿童:56%对 48%;妇女:50%对 43%)。此外,发育迟缓的儿童和 BMI 较低的妇女患贫血症的风险显著增加,调整后的 OR 分别为 1.76(95%CI:1.10-2.83)和 1.81(95%CI:1.11-3.48)。发育迟缓与儿童贫血症之间的关联受到儿童年龄和社会经济状况的影响,随着年龄的增加,患贫血症的风险降低,但来自最富裕家庭的发育迟缓儿童的风险降低率较低。此外,贫血母亲的发育迟缓儿童患贫血症的风险高于非贫血或非发育迟缓母亲的非发育迟缓儿童。再次,BMI 与妇女贫血症之间的关联受到教育水平的影响,低 BMI 和高教育水平的妇女患贫血症的风险最低。
需要针对弱势群体制定基于证据的政策,在同一方案中同时应对贫血症和营养缺乏症。