中国大学生之间的营养知识和与饮食态度的关系的人口变化
Wen-Jing Deng1, Ziyue Yi1, John Chi-Kin Lee2
1Department of Science and Environmental Studies, The Education University of Hong Kong, Hong Kong, China.
International journal of environmental research and public health
|February 24, 2024
概括
中国大学生显示营养知识中等,但需要改善饮食与疾病的联系. 家庭收入显著影响饮食态度,突出了有针对性的营养教育的必要性.
科学领域:
- 营养科学 营养科学
- 公共卫生 公共卫生
- 机器学习在健康中的应用
背景情况:
- 在大学环境中,健康教育往往缺乏.
- 了解营养知识和饮食态度对于学生的福祉至关重要.
研究的目的:
- 在中国大学生中评估一般营养知识.
- 探索营养知识与饮食态度之间的关联.
- 使用机器学习识别影响饮食态度的因素.
主要方法:
- 在2023年春天对273名中国大学生进行的一项调查.
- 使用了一般营养知识问卷 (GNKQ) 和饮食态度测试 (EAT-26).
- 使用统计分析 (相关性,t测试) 和随机森林 (RF) 算法与平均下降不纯度 (MDI).
主要成果:
- 学生在营养知识方面取得了超过60%的准确性,在饮食疾病理解方面存在缺陷.
- 男学生的营养知识低于女学生;父母收入较高与知识正相关.
- 在营养知识和饮食态度之间发现了显著的正相关性.
- 根据RF分析,家庭收入是影响饮食态度的最重要因素.
结论:
- 营养教育计划应该增强学生的知识,特别是关于饮食与疾病的关系.
- 需要针对男性学生,低收入个人和BMI异常的人进行有针对性的干预.
- 家庭的社会经济地位在塑造学生的饮食态度方面发挥着至关重要的作用.
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