在线癌症日记中的癌症框架和心理特征:中国的一项混合方法研究
Lisai Yu1, Yuhang Li2, Chenghui Wu3
1Center for the Study of Language and Cognition, Zhejiang University, Hangzhou, Zhejiang, China.
Social science & medicine (1982)
|May 1, 2025
概括
这项研究分析了微博上的癌症患者日记,揭示了情绪,常见的癌症框架和心理语言. 研究结果提供了关于患者在癌症治疗期间的关注和沟通的见解.
科学领域:
- 数字健康数字健康
- 社交媒体分析 社交媒体分析
- 心理语言学 心理语言学
背景情况:
- 癌症患者的体验和沟通对于有效的护理至关重要.
- 像微博这样的社交媒体平台为患者提供了一个空间,分享他们的癌症旅程.
- 了解患者的观点可以改善医疗保健支持和沟通策略.
研究的目的:
- 在微博上的中国癌症日记中分析情绪,癌症框架和心理语言.
- 探索患者叙述中的情感,框架和心理状态之间的关联.
- 为医疗保健专业人员和研究人员提供有关患者关切和沟通的见解.
主要方法:
- 癌症日记文字的情感分析.
- 癌症框架的编码和相似性分析.
- 语言调查和词数 (LIWC) 和多重对应分析 (MCA) 的应用用于心理语言分析.
主要成果:
- 在患者叙述中确定了普遍的情绪和常见的癌症框架.
- 揭示了情绪取向,采用框架和心理状态之间的多变量关联.
- 证明了混合方法文本分析的实用性,以了解患者的体验.
结论:
- 社交媒体上的癌症日记提供了有关患者关切和治疗期间沟通的宝贵数据.
- 获得的见解可以为医疗保健提供者和研究人员提供信息,以加强患者的支持和沟通.
- 这项研究有助于更深入地了解癌症幸存者的心理社会方面.
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