在COVID-19大流行期间的心理健康和运动:推特情绪分析分析
Umit Tokac1, Michael McKeever2, Selen Razon3
1University of Missouri - St. Louis, USA.
Journal of health psychology
|August 7, 2024
概括
随着COVID-19大流行,全球心理健康状况恶化. 这项研究分析了推特,发现运动和心理健康讨论的重点随着时间的推移而转移,这表明运动可能有利于心理健康.
科学领域:
- 公共卫生 公共卫生
- 心理健康 心理健康
- 社交媒体分析 社交媒体分析
背景情况:
- COVID-19 疫情对全球心理健康产生了重大影响.
- 运动是影响精神健康的已知因素之一.
- 社交媒体,特别是推特,提供了关于公共健康习惯和心理状态的见解.
研究的目的:
- 在COVID-19大流行期间调查运动习惯和心理健康.
- 分析Twitter上关于运动和心理健康的讨论焦点的转变.
- 通过社交媒体内容探索运动和心理健康之间的关系.
主要方法:
- 与运动和心理健康相关的推特的情绪分析.
- 相关性分析以确定主题之间的关系.
- 在流行病的前12个月及之后,对推特内容的纵向分析.
主要成果:
- 最初,运动和心理健康的推文主要集中在COVID-19上.
- 随着时间的推移,运动推特越来越集中在运动本身上.
- 同样,心理健康推特越来越多地关注心理健康主题.
结论:
- 社交媒体上的运动和心理健康讨论在疫情期间演变.
- 增加运动参与可能会对心理健康产生积极影响.
- 需要进一步研究运动在流行后对心理健康的长期影响.
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