社会情绪与直观饮食行为之间的关系:基于文本分析的探索
Jing Wu1, Ranran Wang1, Sihang Zhu1
1Faculty of Psychology, Tianjin Normal University, Tianjin, China.
Frontiers in psychiatry
|December 12, 2025
概括
社交媒体的使用和情绪表达影响饮食行为. 与社交互动相关的负面情绪与较差的直观饮食相关,而积极的语言则表明更健康的模式.
科学领域:
- 心理学 心理学 心理学
- 行为科学 行为科学
- 计算社会科学 计算社会科学
背景情况:
- 社会情绪显著影响人类的行为,包括饮食习惯.
- 社交媒体,情绪表达和饮食行为的交集需要进一步调查.
- 了解这些联系可以为公共卫生和数字福利策略提供信息.
研究的目的:
- 研究连接社会情绪和饮食行为的心理机制.
- 分析关于饮食和社会互动的社交媒体讨论中的主题结构.
- 在社会环境中识别与直观饮食相关的语言标记.
主要方法:
- 研究1:隐藏的迪里克莱特分配 (LDA) 主题建模和对1902个微博帖子的语义网络分析 (关键词:"饮食"",社交").
- 研究2:对1,199名参与者 (年龄在18-33岁之间) 的语言调查和词数 (LIWC) 和LASSO回归分析:直观饮食量表得分和自我报告的社会状况文本.
- 集成大规模的社交媒体数据与个人层面的心理评估.
主要成果:
- 六个心理学主题出现,形成了一个框架,将社会饮食互动,健康话语,情绪和身体形象联系在一起.
- 社交文本中负面情绪负载的语言与较低的直观饮食分数相关 (p < 0.05).
- 积极的语言 (例如",放松"",积极") 与更健康的饮食模式有关,而消极的语言 (例如",敏感"",疲") 与更糟糕的直观饮食有关.
结论:
- 社会情绪表达明显与饮食行为有关.
- 研究结果表明,需要对情绪敏感的干预措施来促进更健康的饮食.
- 对于设计更健康的在线社交环境来支持幸福的意义存在.
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