Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.
Folkhälsan Research Center, Helsinki, Finland.
Public Health Nutr. 2024 Mar 4;27(1):e93. doi: 10.1017/S1368980024000612.
This study aimed to (1) examine the clustering of energy balance-related behaviours (EBRB) and (2) investigate whether EBRB clusters, temperament and hair cortisol concentration (HCC) associate with overweight.
We assessed food consumption using food records, screen time (ST) using sedentary behaviour diaries, sleep consistency and temperament (negative affectivity, surgency, effortful control) using questionnaires and HCC using hair samples. Accelerometers were used to assess physical activity (PA) intensities, sleep duration and sleep efficiency. Researchers measured each child's weight and height. We used finite mixture models to identify EBRB clusters and multilevel logistic regression models to examine the associations between EBRB clusters, temperament, HCC and overweight.
The cross-sectional DAGIS survey, data collected in 2015-2016.
Finnish 3-6-year-olds ( 864) recruited through preschools.
One-third of the participants were categorised into the cluster labelled 'Unhealthy diet, excessive screen time', characterised by unhealthy dietary choices (e.g. greater consumption of high-fat, high-sugar dairy products) and longer ST. Two-thirds were categorised into the second cluster, labelled 'Healthy diet, moderate screen time'. PA and sleep were irrelevant for clustering. Higher negative affectivity and lower effortful control associated with the 'Unhealthy diet, excessive screen time' cluster. EBRB clusters and HCC did not associate with overweight, but surgency was positively associated with overweight (OR = 1·63, 95 % CI 1·17, 2·25).
Of the EBRB, food consumption and ST seem to associate. As temperament associates with EBRB clusters and overweight, tailored support acknowledging the child's temperament could be profitable in maintaining a healthy weight.
本研究旨在:(1) 研究与能量平衡相关行为(EBRB)的聚类;(2) 探讨 EBRB 聚类、气质和皮质醇浓度(HCC)是否与超重相关。
我们使用食物记录评估食物摄入,使用久坐行为日记评估屏幕时间(ST),使用问卷评估睡眠一致性和气质(负性情绪、活力、努力控制),使用头发样本评估 HCC。加速度计用于评估体力活动(PA)强度、睡眠时长和睡眠效率。研究人员测量了每个孩子的体重和身高。我们使用有限混合模型识别 EBRB 聚类,并使用多水平逻辑回归模型探讨 EBRB 聚类、气质、HCC 与超重之间的关系。
2015-2016 年期间进行的横断面 DAGIS 调查,数据收集。
芬兰 3-6 岁儿童(864 名)通过幼儿园招募。
三分之一的参与者被归类为“不健康饮食、过度使用屏幕时间”的聚类,其特征为不健康的饮食选择(例如,食用更多高脂肪、高糖乳制品)和较长的 ST。三分之二的参与者被归类为第二个聚类,称为“健康饮食、适度使用屏幕时间”。PA 和睡眠与聚类无关。较高的负性情绪和较低的努力控制与“不健康饮食、过度使用屏幕时间”聚类相关。EBRB 聚类和 HCC 与超重无关,但活力与超重呈正相关(OR=1.63,95%CI 1.17,2.25)。
在 EBRB 中,食物摄入和 ST 似乎与超重相关。由于气质与 EBRB 聚类和超重相关,因此针对儿童气质的个性化支持可能有助于保持健康体重。