当没有人倾听时,喘患者分享的是什么:在Reddit上对患者叙述的多方法观察研究
Elena Curto-Sánchez1, Gabriela Salazar-Palacios1, Ana Martín-Varillas1
1Pneumology Service, Complejo Hospitalario de Salamanca, Salamanca, Castilla y León, Spain.
Journal of medical Internet research
|January 8, 2026
概括
喘患者在Reddit上经常讨论喘的症状,严重程度和原因. 分析他们的帖子揭示了关键的患者担忧和情绪,指导医疗保健干预.
科学领域:
- 社交媒体分析 社交媒体分析
- 计算语言学 计算语言学
- 公共卫生 公共卫生
背景情况:
- 社交媒体平台越来越多地用于疾病信息交换.
- 在Reddit上关于喘患者讨论的研究是有限的.
- 了解患者生成的内容对于有针对性的干预至关重要.
研究的目的:
- 描述Reddit喘论坛上用户讨论的主题.
- 在用户生成的喘相关帖子中识别情绪和两极性.
主要方法:
- 一年来对Reddit帖子 (r/喘) 的回顾性观察研究.
- 混合方法分析:文本 lemmatization,结构主题建模,情绪/两极性分析.
- 包括7806个帖子,分析了单词频率,情感词典和用户参与度量.
主要成果:
- 确定了主要主题:喘发作症状/严重程度和原因.
- 在寻求建议,定期医疗检查和季节性攻击时间方面观察到重要的时间趋势.
- 情感分析显示了基于词典的差异,AFINN显示了更多的积极情绪.
结论:
- 在Reddit上的讨论强调了有关喘管理的关键患者需求.
- 研究结果可以为医疗保健专业人员提供信息,帮助他们制定以患者为中心的干预措施.
- 社交媒体数据为患者的担忧和经历提供了有价值的见解.
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