Goergen Institute for Data Science, University of Rochester, Rochester, NY, United States.
Department of Computer Science, University of Rochester, Rochester, NY, United States.
Front Public Health. 2024 Jul 26;12:1370076. doi: 10.3389/fpubh.2024.1370076. eCollection 2024.
As alternative replacement products for tobacco-derived nicotine, synthetic nicotine products have recently emerged and gained increasing popularity. This study analyzes public perception and discussion of synthetic nicotine products on Twitter (now "X").
Through Twitter streaming API (Application Programming Interface), we have collected 2,764 Twitter posts related to synthetic nicotine from December 12, 2021, to October 17, 2022, using keywords related to synthetic nicotine. By applying an inductive approach, two research assistants manually determined the relevance of tweets to synthetic nicotine products and assessed the attitude of tweets as positive, negative, and neutral of tweets toward synthetic nicotine, and the main topics.
Among 1,007 tweets related to synthetic nicotine products, the proportion of negative tweets (383/1007, 38.03%) toward synthetic nicotine products was significantly higher than that of positive tweets (218/1007, 21.65%) with a p-value <0.05. Among negative tweets, major topics include the concern about addiction and health risks of synthetic nicotine products (44.91%) and synthetic nicotine as a policy loophole (31.85%). Among positive tweets, top topics include alternative replacement for nicotine (39.91%) and reduced health risks (31.19%).
There are mixed attitudes toward synthetic nicotine products on Twitter, resulting from different perspectives. Future research could incorporate demographic information to understand the attitudes of various population groups.
作为烟草衍生尼古丁的替代替代产品,合成尼古丁产品最近出现并越来越受欢迎。本研究分析了 Twitter(现称为“X”)上公众对合成尼古丁产品的看法和讨论。
通过 Twitter 流 API(应用程序编程接口),我们使用与合成尼古丁相关的关键词,从 2021 年 12 月 12 日至 2022 年 10 月 17 日收集了 2764 条与合成尼古丁相关的 Twitter 帖子。通过应用归纳法,两名研究助理手动确定了帖子与合成尼古丁产品的相关性,并评估了帖子对合成尼古丁的态度为积极、消极和中性,以及主要主题。
在 1007 条与合成尼古丁产品相关的推文中,对合成尼古丁产品持负面态度(383/1007,38.03%)的推文比例明显高于持正面态度(218/1007,21.65%),p 值<0.05。在负面推文中,主要话题包括对合成尼古丁产品成瘾和健康风险的担忧(44.91%)和合成尼古丁作为政策漏洞(31.85%)。在正面推文中,主要话题包括尼古丁的替代替代品(39.91%)和降低健康风险(31.19%)。
Twitter 上对合成尼古丁产品的态度存在分歧,这是由于不同的观点造成的。未来的研究可以纳入人口统计信息,以了解不同人群群体的态度。