在COVID-19期间对健康行为进行多重行为时间网络分析
Zack van Allen1,2, Justin Presseau1,2
1Methodological and Implementation Research, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
British journal of health psychology
|August 28, 2024
概括
身体活动和饮食习惯等健康行为随着时间的推移而相互联系. 网络分析揭示了这些复杂的关系,为行为系统及其时间动态提供了洞察力.
科学领域:
- 行为科学 行为科学
- 网络心理测量 网络心理测量
- 公共卫生 公共卫生
背景情况:
- 了解各种健康行为的相互作用对公共健康至关重要.
- 随着COVID-19的爆发,人们需要研究动态的健康行为模式.
研究的目的:
- 通过网络心理测量来研究多种健康行为的时间动态.
- 模拟身体活动,饮食,物质使用和与流行病相关的行为之间的相互联系.
主要方法:
- 利用了来自国际COVID-19意识和反应评估 (iCARE) 研究的纵向数据.
- 应用时间网络模型来分析当代和主体间网络.
- 从加拿大亚样本 (n=254) 分析了四个波段 (2020年2月至7月) 的数据.
主要成果:
- 身体活动和健康饮食显示出积极的时间关联.
- 户外口罩使用和电子烟显示出双向关系.
- 消费行为 (vaping,吸烟,酒精,毒品) 同时被积极关联.
结论:
- 健康行为形成相互连接的网络,可以动态建模.
- 时间网络分析对于研究随时间变化的行为是有效的.
- 未来的研究应该纳入情感和认知调解者,以获得更深入的见解.
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