探索公众对息护理和临终关怀的看法:情感分析和YouTube评论的主题建模
Hana Lee1, Kyungmi Woo2,3
1The Research Institute of Nursing Science, College of Nursing, Seoul National University, Seoul, South Korea.
Computers, informatics, nursing : CIN
|February 25, 2026
概括
公众对息治疗和临终关怀的看法揭示了在线上显著的中立和负面情绪. 通过社交媒体分析了解这些观点,可以改善终身护理沟通和提前护理规划.
科学领域:
- 社会科学 社会科学 社会科学
- 健康科学 卫生科学 卫生科学
- 沟通研究 沟通研究
背景情况:
- 公众对息治疗和临终关怀的理解对于有效的终身规划至关重要.
- 像YouTube这样的在线平台是关于医疗保健主题的公共话语的重要空间.
研究的目的:
- 通过使用来自韩国YouTube视频的用户评论,分析公众对息和临终关怀的看法.
- 确定关键主题和关于终身护理的情绪表达.
主要方法:
- 收集了来自54个韩国YouTube视频的12155条评论,使用关键词"息护理"和"临终关怀".
- 通过韩国词典和主题建模 (隐性迪里克莱特分配) 进行情感分析.
主要成果:
- 大多数评论是中立的 (57.8%),其次是负面的 (23.0%) 和积极的 (19.2%).
- 确定了13个主题,包括宗教信仰,疼痛控制,家庭照顾,有尊严的死亡和记忆.
结论:
- 社交媒体分析提供了对公众需求和对终身护理的误解的见解.
- 调查结果可以为沟通策略,预先护理规划和护理干预提供信息,以获得公平的临终关怀和息护理.
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