Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO.
Department of Health Management and Informatics, University of Central Florida, Orlando, FL.
J Nutr Educ Behav. 2018 Jul-Aug;50(7):687-694. doi: 10.1016/j.jneb.2018.04.003. Epub 2018 May 9.
To examine the associations of food insecurity with children's cognitive and behavioral outcomes using quantile regression.
Secondary analysis of the Fragile Families and Child Wellbeing Study dataset.
A total of 2,046 children aged 5 years.
Child behavioral outcomes were measured using externalizing (aggressive) and internalizing (emotional) behavior problems. Child cognitive outcomes were measured using the Peabody Vocabulary test and the Woodcock-Johnson letter-word identification test. Food insecurity was measured using the US Department of Agriculture's Food Security Module.
Unconditional quantile regressions were employed. Statistical significance was set at P ≤ .05.
Negative associations between food insecurity and child behavior problems (externalizing and internalizing) were largest for children with the most behavior problems. For Peabody Vocabulary scores, the negative association with food insecurity was statistically significant only for children in the top half of the distribution (≥50th percentile). The analysis found mixed evidence of an association between food insecurity and the Woodcock-Johnson letter-word identification test. These associations were similar for boys and girls.
Because children's cognitive skills and behavioral problems have long-lasting implications and effects later in life, reducing the risk of food insecurity might particularly benefit children with greater externalizing and internalizing behavior problems.
使用分位数回归研究粮食不安全与儿童认知和行为结果之间的关联。
脆弱家庭与儿童福利研究数据集的二次分析。
共有 2046 名 5 岁儿童。
使用外化(攻击)和内化(情绪)行为问题来衡量儿童的行为结果。使用 Peabody 词汇测验和 Woodcock-Johnson 字母词识别测验来衡量儿童的认知结果。使用美国农业部的粮食安全模块来衡量粮食不安全。
采用无条件分位数回归。统计显著性设为 P ≤ .05。
粮食不安全与儿童行为问题(外化和内化)之间的负相关关系,在行为问题最多的儿童中最大。对于 Peabody 词汇测验分数,与粮食不安全的负相关关系仅在分布前半部分(≥第 50 个百分位数)的儿童中具有统计学意义。分析发现,粮食不安全与 Woodcock-Johnson 字母词识别测验之间存在关联的证据混杂。这些关联在男孩和女孩中相似。
由于儿童的认知技能和行为问题对以后的生活有持久的影响和后果,减少粮食不安全的风险可能对具有更多外化和内化行为问题的儿童特别有益。