British Heart Foundation Health Promotion Research Group, University of Oxford and National Obesity Observatory, BHF HPRG, Old Road Campus, Headington, Oxford OX3 7LF, UK.
Public Health Nutr. 2013 Jun;16(6):1101-8. doi: 10.1017/S1368980011002655. Epub 2011 Oct 13.
To develop and apply a socio-ecological model (SEM) for healthy eating in school students, to better understand the association between factors at different levels of the SEM and pupils' dietary choices.
Student-level data, collected through anonymised questionnaires, included reported dietary choices and correlates to these; data on school approaches to food were collected through postal surveys. We used multilevel analysis to study the association of each level of the SEM on student dietary choice while controlling for factors found at other levels.
Data were collected from secondary schools in Wales that were a part of the 2005/2006 Health Behaviour in School-aged Children (HBSC) study.
The final sample for analysis included data from 6693 students aged 11-16 years and 289 teachers from sixty-four secondary schools in Wales.
Student interpersonal factors, an individual's social environment, had a greater association with the dietary choices students made for lunch than student intrapersonal characteristics, those that reside within the person, which were found to have a greater association with the dietary choices made outside school. School organisational factors, such as rules and policies, had a greater association with whether students ate unhealthy foods, whereas the community nature of the school had a greater association with the choosing of healthy foods.
Using the SEM and multilevel analysis allowed us to study how factors were associated with the choice of different foods at different times of the day by students. Interventions can use an SEM to target specific correlates and change health outcomes in the school.
开发并应用一个社会生态学模型(SEM)来研究学生的健康饮食,以更好地理解 SEM 不同层次的因素与学生饮食选择之间的关联。
学生层面的数据通过匿名问卷收集,包括报告的饮食选择及其相关因素;学校对食物的方法数据通过邮政调查收集。我们使用多水平分析来研究 SEM 的每个层次对学生饮食选择的关联,同时控制其他层次发现的因素。
数据来自于威尔士的中学,这些学校是 2005/2006 年青少年健康行为(HBSC)研究的一部分。
最终分析的样本包括来自威尔士六十四所中学的 6693 名 11-16 岁的学生和 289 名教师的数据。
学生人际因素,即一个人的社会环境,与学生午餐的饮食选择有更大的关联,而学生的个体内在特征,即那些存在于个人内部的特征,与校外的饮食选择有更大的关联。学校组织因素,如规则和政策,与学生是否食用不健康食品有更大的关联,而学校的社区性质与选择健康食品有更大的关联。
使用 SEM 和多水平分析使我们能够研究学生在一天中的不同时间选择不同食物的因素是如何关联的。干预措施可以使用 SEM 来针对特定的相关因素,并改变学校的健康结果。