患者对外围的观点,经验和担忧:在线针对性疾病论坛的见解
Carine Khalil1, Welmoed K van Deen1,2, Taylor Dupuy1
1Division of Health Services Research, Cedars-Sinai Medical Center, Center for Outcomes Research and Education (CS-CORE), Los Angeles, CA, USA.
Crohn's & colitis 360
|December 4, 2023
概括
社交媒体分析显示,患有克罗恩氏病和周囊的患者经历了重大负担和治疗挑战. 患者积极在网上搜索和分享信息,突出了管理这种疾病的未满足需求.
科学领域:
- 胃肠病学 胃肠病学
- 数字健康数字健康
- 患者体验研究 研究研究
背景情况:
- 周围囊显著影响克罗恩病患者的身体,情感和社会福祉.
- 在克罗恩氏病中管理周围囊会带来相当大的临床挑战.
- 社交媒体提供了一个独特的平台,以了解超出临床环境的患者体验.
研究的目的:
- 分析社交媒体讨论,以深入了解患者在克罗恩病中患有围囊的经验.
- 通过使用社交媒体数据,评估围囊对患者日常生活,行为和整体幸福感的影响.
- 确定患者对周管及其管理所表达的关键主题和关切.
主要方法:
- 采用了一种混合方法方法,将定性主题分析和定量主题建模结合起来.
- 分析了来自10个美国克罗恩病论坛 (2010-2020) 的119,986个公开可用的帖子.
- 随机选择700个帖子进行定性诱导主题分析;潜伏的迪里克莱特分配进行无监督的主题探索.
主要成果:
- 定性分析确定了5个主要主题:的负担,治疗挑战,信息搜索/共享,治疗经验和对治疗的担忧.
- 定量分析显示,与治疗挑战 (29%) 和在线信息搜索/共享 (66%) 相关的主题是突出的.
- 患者经常表达对当前治疗的不满,以及难以导航管理选项的困难.
结论:
- 社交媒体分析提供了宝贵的见解,了解克罗恩氏病患者的多方面的经验.
- 患者面临着相当大的生物心理社会负担,并且经常表达对可用的治疗策略的不满.
- 显然需要改善克罗恩病中围囊管的管理选择和患者支持.
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