探索丸癌男性在线讨论:对Reddit帖子的定性和情感分析
Matthew Wysocki1, Nick Winokur2, Michael Zhu2
1Albert Einstein College of Medicine, Bronx, New York, NY, USA. matthew.wysocki@einsteinmed.edu.
概括
患有丸癌的男性经常在网上分享个人经历和情绪,这表明他们需要更多的情感支持. 讨论还涉及男性健康,表明在临床环境中讨论性健康存在障碍.
科学领域:
- 在瘤学瘤学.
- 数字健康数字健康
- 男人的健康 男人健康
背景情况:
- 丸癌严重影响男性的生活,需要强大的支持系统.
- 像Reddit这样的在线社区为癌症患者提供同行支持和信息共享的平台.
研究的目的:
- 分析Reddit上的丸癌男性讨论的内容和情绪.
- 为了确定这个患者群体中未得到满足的生存需求和担忧.
主要方法:
- 500个随机选择的职位的定性分析 r / 丸癌 (2023年4月至6月).
- 主题分类包括治疗,副作用,个人经历,寻求建议,情感分享和男性健康.
- 使用VADER工具进行了情绪分析.
主要成果:
- 主要主题是寻求建议 (66.8%),分享个人旅程 (58.8%) 和分享情感 (32.6%).
- 治疗选择 (15.2%) 和副作用 (14.2%) 是较少出现的主题.
- 大多数帖子 (262) 呈现出积极的情绪 (VADER平均得分:0.12).
结论:
- 在线讨论强调了对个人经历和情感挑战的优先考虑,表明未得到满足的情感支持需求.
- 对男性健康问题的兴趣表明,即使在网上,讨论性健康也存在潜在的障碍.
- 医疗保健提供者应该整合同行支持资源,并全面解决情绪/性健康问题.
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