在Twitter上同时提及蒸汽和酒精:隐藏的迪里克莱特分析
Lynsie R Ranker1, David Assefa Tofu2, Manyuan Lu2
1Community Health Sciences, Boston University School of Public Health, Boston, MA, United States.
Journal of medical Internet research
|November 12, 2024
概括
社交媒体的讨论经常将酒精和电子烟的共同使用描述为积极的,尽管有监管变化和COVID-19大流行. 酒精被认为比vaping产品更有害,但受监管程度较低.
科学领域:
- 公共卫生 公共卫生
- 社交媒体分析 社交媒体分析
- 药物使用研究研究 药物使用研究
背景情况:
- 同时使用酒精和电子烟 (vaping) 与不良健康结果有关,包括物质使用障碍.
- 由于COVID-19的流行,共用行为可能已经加剧.
- 社交网络网站提供了关于公众对多种物质使用的看法的见解.
研究的目的:
- 调查Twitter上关于vaping和酒精的同时讨论 (X).
- 在不断变化的美国电子烟法规和COVID-19大流行期间分析这些讨论.
主要方法:
- 隐藏的迪里克莱特分配 (LDA) 建模用于分析6,437条包含电子烟和酒精相关术语的推文.
- 这些推特从2019年10月到2020年9月收集.
- 在分析的推文中识别和描述了不同的话题.
主要成果:
- 三个主要主题出现了:风味和风味禁令 (51.8%),共用话语 (17.4%),以及可用性/访问监管 (30.8%).
- 同时使用经常被描述为积极的;关于监管的讨论将vaping与酒精政策进行了比较,有些人主张严格的年龄验证,而不是禁令.
- 电子烟通常被认为比酒精更有害,而且香味被讨论为戒烟的好处.
结论:
- 在监管转变和大流行期间的社交媒体话语往往有利地呈现了酒精和电子烟的共同使用.
- 辩论突出了监管差异,酒精被认为比vaping更有害,但监管较少,未成年人更容易获得.
- 对社交媒体内容的分析为政策制定者提供了宝贵的见解,以导航不断变化的物质使用政策和公众看法.
关键词:
酒精 酒精 酒精 酒精 酒精 酒精 酒精 酒精使用酒精使用酒精使用酒精共用是一种共用.电子烟是一种电子烟.洞察力 洞察力 是一种洞察力.监管 监管 监管 监管 监管 监管社交媒体 社交媒体社交网络网站 社交网络网站药物使用障碍物使用障碍物.推文 推文 推文 推文电子烟 (vape) 是一种电子烟.电子烟 (vaping) 是一种电子烟.电子烟政策 电子烟政策年轻人年轻人年轻人年轻人年轻人年轻人更多相关视频
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