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

IF 5.1 2区 医学 Q1 ANESTHESIOLOGY
Alejandro Hallo-Carrasco, Laura Furtado Pessoa de Mendonca, David Anthony Provenzano, Jason Eldrige, Dario Mendoza-Chipantasi, Sebastian Encalada, Christine Hunt
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引用次数: 0

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.

社交媒体用户对脊髓刺激的看法:对社交媒体数据的分析。
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咨询:我们对 Reddit 社区中目标子论坛的公开匿名主题和评论进行了定性分析。我们使用 Python Reddit API Wrapper 提取相关数据。我们采用了一种定性描述方法,使用自然语言处理来识别和分类患者分享的有关 SCS 的常见问题、疑虑和观点:我们的分析包括 112 篇帖子和 448 条评论。评论的基调为中性(人数=231),其次是负面(人数=121)和正面(人数=96)。13名用户积极鼓励其他用户尝试该程序,25名用户则建议不要尝试。讨论的主要话题围绕对减轻疼痛的期望和不良事件展开。在对疼痛缓解预期发表评论的用户中,近一半的人表示疼痛的改善程度大大低于预期。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,用户还分享了减轻术后不适的策略,并根据核磁共振成像条件、重新编程需求和充电前提条件提供了选择设备的见解:我们对 Reddit 的分析发现了医生和患者围绕预期疼痛缓解、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为医护人员提供宝贵的机会,改善与患者的互动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.50
自引率
11.80%
发文量
175
审稿时长
6-12 weeks
期刊介绍: Regional Anesthesia & Pain Medicine, the official publication of the American Society of Regional Anesthesia and Pain Medicine (ASRA), is a monthly journal that publishes peer-reviewed scientific and clinical studies to advance the understanding and clinical application of regional techniques for surgical anesthesia and postoperative analgesia. Coverage includes intraoperative regional techniques, perioperative pain, chronic pain, obstetric anesthesia, pediatric anesthesia, outcome studies, and complications. Published for over thirty years, this respected journal also serves as the official publication of the European Society of Regional Anaesthesia and Pain Therapy (ESRA), the Asian and Oceanic Society of Regional Anesthesia (AOSRA), the Latin American Society of Regional Anesthesia (LASRA), the African Society for Regional Anesthesia (AFSRA), and the Academy of Regional Anaesthesia of India (AORA).
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