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抑郁症自我揭露如何塑造中国社交媒体上的参与和话语
Hongyan Du1, Lei Gu1
1School of Foreign Languages, Southwest Jiaotong University, Chengdu, China.
Digital health
|February 19, 2026
概括
中国社交媒体上的负面自我披露推动了更高的观众参与和支持,挑战了积极性的规范. 抑郁症帖子中的真实脆弱性促进了同行支持,并减少了在线社区的耻辱感.
科学领域:
- 数字心理健康数字心理健康
- 社交媒体分析 社交媒体分析
- 跨文化心理学 跨文化心理学
背景情况:
- 了解社交媒体上的心理健康沟通至关重要,特别是在非西方背景下.
- 中国的社交媒体平台呈现出独特的文化价值,影响用户互动.
- 抑郁症自我披露需要细微的分析,而不仅仅是简单的情绪指标.
研究的目的:
- 调查抑郁情绪对中国社交媒体观众参与行为的影响.
- 检查文化背景和平台负担能力如何塑造心理健康话语.
- 识别用户情绪和参与度指标之间的关系,如喜欢,评论,分享和最喜欢.
主要方法:
- 一种混合方法的方法分析了来自Xiaohongshu.shu的535条帖子和17301条评论.
- 利用精心调整的BERT模型来量化情绪.
- 采用多级回归和语义网络分析来评估参与度和主题.
主要成果:
- 不那么积极的情绪显著增加了喜欢和评论,表明人们更喜欢真实的脆弱性.
- 由于文化规范反对公开个人问题,情绪没有预测最爱或分享.
- 中立的帖子促进了寻求建议,主题分析揭示了围绕应对,斗争和健康问题的一致集群.
结论:
- 抑郁症的真实脆弱性自我披露推动了中国在线社区的参与和验证,与积极性假设相反.
- 观众的评论形成了一个"护理协议",提供同行支持,并可能减少耻辱感.
- 在线平台可以通过真诚的情感表达来促进耻辱的减少和同行支持.
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