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社交媒体用户对脊髓刺激的看法:来自社交媒体的数据的分析

Social media users' perspectives of spinal cord stimulation: an analysis of data sourced from social media.

作者信息

Hallo-Carrasco Alejandro, Furtado Pessoa de Mendonca Laura, Provenzano David Anthony, Eldrige Jason, Mendoza-Chipantasi Dario, Encalada Sebastian, Hunt Christine

机构信息

Department of Pain Medicine, Mayo Clinic, Jacksonville, Florida, USA

Department of Pain Medicine, Mayo Clinic, Jacksonville, Florida, USA.

出版信息

Reg Anesth Pain Med. 2024 Oct 24. doi: 10.1136/rapm-2024-105935.

Abstract

OBJECTIVES

To identify Reddit users' viewpoints and inquiries about spinal cord stimulation (SCS) for chronic back pain using Reddit databases.

METHODS

We performed a qualitative analysis of public, anonymous threads and comments from targeted subreddits within the Reddit community. We used the Python Reddit API Wrapper to extract relevant data. A qualitative descriptive approach was employed, using natural language processing to identify and categorize common questions, concerns, and opinions shared by patients regarding SCS.

RESULTS

Our analysis included 112 posts and 448 comments. The tone of comments was neutral (n=231), followed by negative (n=121) and positive (n=96). 13 users actively encouraged other users to try the procedure, while 25 advised against it. The main topics of discussions revolved around pain relief expectations and adverse events. Almost half of users commenting about pain relief expectations reported experiencing considerably lower improvement than anticipated. Pocket pain, lead fracture/migration, infection risk, and scars were common topics of discussion among users. Furthermore, users shared strategies to mitigate postoperative discomfort and offered insights into device selection based on MRI conditionality, reprogramming need, and charging prerequisites.

CONCLUSION

Our Reddit analysis identified potential targets for enhanced dialog between physicians and patients around anticipated pain relief, complications, and postoperative care. Reddit and other social media platforms may offer valuable opportunities for healthcare professionals to improve engagement with patients.

摘要

目的

利用Reddit数据库确定Reddit用户对脊髓刺激(SCS)治疗慢性背痛的观点和疑问。

方法

我们对Reddit社区内目标子版块的公开、匿名帖子及评论进行了定性分析。我们使用Python Reddit API Wrapper来提取相关数据。采用定性描述方法,利用自然语言处理来识别和分类患者关于SCS的常见问题、担忧及观点。

结果

我们的分析包括112篇帖子和448条评论。评论的语气为中性(n = 231),其次为负面(n = 121)和正面(n = 96)。13名用户积极鼓励其他用户尝试该治疗方法,而25名用户则建议不要尝试。讨论的主要话题围绕疼痛缓解期望和不良事件。几乎一半评论疼痛缓解期望的用户报告称改善程度远低于预期。口袋疼痛、导线断裂/移位、感染风险和疤痕是用户讨论的常见话题。此外,用户分享了减轻术后不适的策略,并根据MRI条件性、重新编程需求和充电要求提供了设备选择方面的见解。

结论

我们的Reddit分析确定了医生与患者之间围绕预期疼痛缓解、并发症和术后护理加强对话的潜在目标。Reddit和其他社交媒体平台可能为医疗保健专业人员提供与患者加强互动的宝贵机会。

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