在社交媒体中识别耻辱现象 药物使用叙述:观察性研究
Lexie Chenyue Wang1, Kenneth C Pike2, Mike Conway3
1Department of Linguistics, University of Washington, Seattle, WA, United States.
Journal of medical Internet research
|November 13, 2025
概括
识别物质使用中的耻辱现象类型可以指导有针对性的干预. 这项研究分析了Reddit的帖子,以在不同的环境和物质中对耻辱经历进行分类,揭示了个性化支持的独特模式.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 数字人文学科 数字人文学科
背景情况:
- 药物使用障碍与严重的社会耻辱有关.
- 了解污名的特定背景和表现 (污名表现型) 对于开发有效的干预措施至关重要.
研究的目的:
- 在社交媒体关于物质使用的叙述中识别耻辱现象.
- 用社会生态框架分析这些表型之间的相似性和差异.
主要方法:
- 对与酒精,大麻和阿片类药物使用有关的Reddit帖子的分析.
- 应用机器学习和内容分析来提取基于机制,物质,环境和行为者的耻辱表型.
- 统计分析以比较跨社会生态因素的表型.
主要成果:
- 鉴定了七种不同的耻辱表型,分为内化,预期,执行和混合类型.
- 内部化的耻辱现象型专注于自我感知,而实施的耻辱现象型则涉及特定的社会行为者和环境.
- 预期的耻辱表型显示了阿片类药物使用和医疗保健设置参考的高患病率.
- 混合耻辱现象型经常涉及家庭和家庭环境,具有多种耻辱机制.
结论:
- 鉴定到的耻辱表型为人们提供了对物质使用耻辱的细微理解.
- 这些发现支持开发针对特定表型特征和社会生态背景的定制干预措施.
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