Huang Hui, Wan Mohamed Radzi Che Wan Jasimah Bt, Salarzadeh Jenatabadi Hashem
Department of Science and Technology Studies, Faculty of Science, University of Malaya, Kuala Lumpur 50603, Malaysia.
Int J Environ Res Public Health. 2017 Feb 13;14(2):181. doi: 10.3390/ijerph14020181.
The main purpose of the current article is to introduce a framework of the complexity of childhood obesity based on the family environment. A conceptual model that quantifies the relationships and interactions among parental socioeconomic status, family food security level, child's food intake and certain aspects of parental feeding behaviour is presented using the structural equation modeling (SEM) concept. Structural models are analysed in terms of the direct and indirect connections among latent and measurement variables that lead to the child weight indicator. To illustrate the accuracy, fit, reliability and validity of the introduced framework, real data collected from 630 families from Urumqi (Xinjiang, China) were considered. The framework includes two categories of data comprising the normal body mass index (BMI) range and obesity data. The comparison analysis between two models provides some evidence that in obesity modeling, obesity data must be extracted from the dataset and analysis must be done separately from the normal BMI range. This study may be helpful for researchers interested in childhood obesity modeling based on family environment.
本文的主要目的是介绍一个基于家庭环境的儿童肥胖复杂性框架。使用结构方程建模(SEM)概念,提出了一个概念模型,该模型量化了父母社会经济地位、家庭粮食安全水平、儿童食物摄入量和父母喂养行为某些方面之间的关系和相互作用。从导致儿童体重指标的潜在变量和测量变量之间的直接和间接联系方面分析结构模型。为了说明所引入框架的准确性、拟合度、可靠性和有效性,考虑了从中国新疆乌鲁木齐630个家庭收集的真实数据。该框架包括两类数据,即正常体重指数(BMI)范围数据和肥胖数据。两个模型之间的比较分析提供了一些证据,表明在肥胖建模中,必须从数据集中提取肥胖数据,并且必须与正常BMI范围分开进行分析。这项研究可能对基于家庭环境进行儿童肥胖建模的研究人员有所帮助。