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关于桃体切除手术的Reddit观点:情绪和主题分析
Ava Herzog1, Victoria Vought2, Rita Vought2
1Department of Otolaryngology, Albany Medical College, Albany, USA.
Cureus
|December 24, 2024
概括
在Reddit上,桃体切除术患者经常分享积极的经历,但经常讨论疼痛. 医疗保健提供者应提供详细的疼痛管理预期,以提高患者的信任和护理.
科学领域:
- 社交媒体分析 社交媒体分析
- 患者体验研究 研究研究
- 医疗信息学 医疗信息学
背景情况:
- 桃体切除术在美国是一种常见的手术,每年进行53万次.
- 患者越来越多地使用社交媒体获取健康信息和支持.
- 了解像Reddit这样的平台上的患者观点对于改善护理至关重要.
研究的目的:
- 使用Reddit数据调查与桃体切除相关的患者经验和需求.
- 为了在线识别 tonsillectomy 患者表达的共同主题,情绪和担忧.
- 为医疗保健提供者提供见解,以加强患者的支持和沟通.
主要方法:
- 来自r/tonsillectomy subreddit的500个"顶级"帖子的定性分类.
- 使用Valence Aware词典sEntiment Reasoner (VADER) 的情感分析和使用syuzhet包进行情感分析.
- 单词频率分析以确定关键描述符和统计学意义测试.
主要成果:
- 大多数帖子 (88%) 集中在患者的态度和经验上,大多数是由患者分享个人事而撰写的.
- 情绪分析显示,平均得分一般为正值 (0.26),尽管"疼痛"是最常见的描述词 (n=2063).
- 很少有帖子涉及特定的医疗或程序问题,这表明在线临床讨论存在差距.
结论:
- 虽然许多桃体切除术患者报告了积极的经验,但疼痛管理仍然是一个重大问题.
- 医疗保健提供者应提供有关疼痛的详细预期,以建立信任并加强患者与医生的关系.
- 像Reddit这样的在线平台为以患者为中心的需求和疼痛管理策略提供了宝贵的见解.
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