Lakkam Milinda, Wager Stefan, Wise Paul H, Wein Lawrence M
Institute for Computational and Mathematical Engineering, Stanford University, Stanford, California, United States of America.
Statistics Department, Stanford University, Stanford, California, United States of America.
PLoS One. 2014 Jun 26;9(6):e99632. doi: 10.1371/journal.pone.0099632. eCollection 2014.
Motivated by the lack of randomized controlled trials with an intervention-free control arm in the area of child undernutrition, we fit a trivariate model of weight-for-age z score (WAZ), height-for-age z score (HAZ) and diarrhea status to data from an observational study of supplementary feeding (100 kCal/day for children with WAZ [Formula: see text]) in 17 Guatemalan communities. Incorporating time lags, intention to treat (i.e., to give supplementary food), seasonality and age interactions, we estimate how the effect of supplementary food on WAZ, HAZ and diarrhea status varies with a child's age. We find that the effect of supplementary food on all 3 metrics decreases linearly with age from 6 to 20 mo and has little effect after 20 mo. We derive 2 food allocation policies that myopically (i.e., looking ahead 2 mo) minimize either the underweight or stunting severity - i.e., the sum of squared WAZ or HAZ scores for all children with WAZ or HAZ [Formula: see text]. A simulation study based on the statistical model predicts that the 2 derived policies reduce the underweight severity (averaged over all ages) by 13.6-14.1% and reduce the stunting severity at age 60 mo by 7.1-8.0% relative to the policy currently in use, where all policies have a budget that feeds [Formula: see text]% of children. While these findings need to be confirmed on additional data sets, it appears that in a low-dose (100 kCal/day) supplementary feeding setting in Guatemala, allocating food primarily to 6-12 mo infants can reduce the severity of underweight and stunting.
鉴于儿童营养不良领域缺乏具有无干预对照组的随机对照试验,我们对危地马拉17个社区补充喂养(针对年龄别体重Z评分[公式:见正文]的儿童每天补充100千卡)观察性研究的数据拟合了年龄别体重Z评分(WAZ)、年龄别身高Z评分(HAZ)和腹泻状况的三变量模型。纳入时间滞后、意向性治疗(即给予补充食物)、季节性和年龄交互作用,我们估计补充食物对WAZ、HAZ和腹泻状况的影响如何随儿童年龄而变化。我们发现,补充食物对所有这三个指标的影响在6至20个月龄时随年龄呈线性下降,在20个月龄后影响很小。我们推导了两种食物分配政策,即短视地(即前瞻性2个月)将体重不足或发育迟缓的严重程度降至最低——即所有WAZ或HAZ[公式:见正文]的儿童的WAZ或HAZ评分平方和。基于统计模型的模拟研究预测,相对于目前使用的政策,这两种推导政策可将体重不足的严重程度(所有年龄平均)降低13.6 - 14.1%,并将60月龄时发育迟缓的严重程度降低7.1 - 8.0%,所有政策的预算都是喂养[公式:见正文]%的儿童。虽然这些发现需要在更多数据集上得到证实,但在危地马拉低剂量(每天100千卡)补充喂养的情况下,主要将食物分配给6 - 12月龄婴儿似乎可以降低体重不足和发育迟缓的严重程度。