心理健康问题和24小时运动指导方针为高风险社交网络成的大学生提供基于干预策略:使用机器学习方法进行横截面研究
Lin Luo1,2, Junfeng Yuan1, Chen Xu1
1School of Physical Education, Guizhou Normal University, University Town, Siya Road, Huaxi District, Guiyang, 550025, China, 86 86751983.
Journal of medical Internet research
|June 13, 2025
概括
坚持24小时运动指南 (24-HMG) 显著减少社交网络成 (SNA) 并改善大学生心理健康. 满足所有三个组成部分 - - 身体活动,睡眠和久坐时间 - - 提供了对心理健康问题的最强有力的保护.
科学领域:
- 行为科学 行为科学
- 公共卫生 公共卫生
- 数字健康数字健康
背景情况:
- 数字技术和社交媒体有助于大学生面临的心理健康挑战.
- 有效的干预对于应对这些挑战至关重要.
研究的目的:
- 研究大学生24小时运动指南 (24-HMG) 遵守与社交网络成 (SNA) 之间的联系.
- 为了在不同的坚持群体中比较心理健康和SNA水平.
- 为了确定学生在SNA的高风险的最佳24-HMG策略.
主要方法:
- 与12,541名大学生进行的横截面研究.
- 使用了SNA,ADHD和一般心理健康症状的问卷.
- 采用随机森林建模来分析24HMG行为组合和心理健康结果.
主要成果:
- 对24-HMG的更高的坚持与较低的SNA分数相关.
- 满足所有三个组成部分 (体力活动,睡眠,久坐时间) 提供了最强的保护,防止注意力缺陷,抑郁和焦虑.
- 特定的24-HMG组合对各种心理健康指标产生了重大影响,对ADHD和物质使用具有很高的预测准确性.
结论:
- 坚持24-HMG是一个可行的策略,以改善SNA风险的大学生心理健康结果.
- 24-HMG框架可以指导学生开发有针对性的心理健康干预措施.
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