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在社交媒体上流行的牛皮治疗方法:谷歌趋势分析分析
Derek Nguyen1, Jennifer Javaheri2, Ruth Sanchez2
1Psychology Department, University of California, Riverside, 900 University Ave, Riverside, CA, 92521, United States, 1 7148802250.
JMIR dermatology
|March 28, 2025
概括
这项研究跟踪了在Facebook和Reddit等社交媒体平台上讨论的流行牛皮治疗方法. 谷歌趋势数据揭示了患者对这些疗法的兴趣如何随着时间的推移而演变.
科学领域:
- 皮肤病学 皮肤病学
- 社交媒体分析 社交媒体分析
- 公共卫生 公共卫生
背景情况:
- 牛皮是一种慢性自身免疫性疾病,影响全球数百万人.
- 患者报告的经验和治疗讨论在社交媒体上越来越普遍.
- 了解在线话语可以为公共卫生策略和患者教育提供信息.
研究的目的:
- 识别和分析Facebook和Reddit上最常讨论的牛皮治疗方法.
- 追踪上述治疗方法受欢迎程度的时间趋势.
- 使用谷歌趋势将在线讨论与更广泛的公众利益联系起来.
主要方法:
- 使用自然语言处理 (NLP) 技术从Facebook和Reddit数据中提取治疗提及.
- 对提取的提及进行了时间序列分析.
- 使用谷歌趋势数据来评估对已识别的治疗方法的搜索兴趣.
主要成果:
- 具体的生物疗法和局部治疗成为主导讨论主题.
- 在线提及的显著波动与新药批准和媒体报道相关.
- 谷歌趋势数据显示,在网上经常讨论的治疗方法的搜索兴趣同步上升.
结论:
- 社交媒体平台作为患者报告的牛皮治疗受欢迎程度的有价值的实时指标.
- 在线对话反映并可能影响患者和公众对特定牛皮治疗的兴趣.
- 将社交媒体分析与搜索趋势数据相结合,可以全面了解治疗感知.
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