Department of Population and Public Health Sciences, Tobacco Center of Regulatory Science, Institute for Health Promotion and Disease Prevention Research, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
Nicotine Tob Res. 2024 Mar 22;26(4):503-507. doi: 10.1093/ntr/ntad190.
Oral nicotine gum such as LUCY, which comes in colorful packaging, mimicking traditional chewing gum, is becoming popular. Many brands of gum have not been approved by the FDA for smoking cessation. This study examined public discourse about, including sentiment toward, oral nicotine gum on Twitter.
We used Twitter's Streaming Application Programming Interface to collect data from January 1, 2021, to December 21, 2021, using "nicotine gum" and/or "#nicotinegum" search terms (N = 19 171 unique tweets were collected). We used an inductive approach to become familiar with the data, generated a codebook, and conducted a content analysis on (n = 2152) tweets.
Cessation (n = 716, 33.3%), personal experience (n = 370, 17.2%), and addiction to gum (n = 135, 6.3%) were the most prevalent themes. Cessation tweets primarily discussed cigarette smoking cessation (n = 418, 58.4% of cessation tweets) and successful cessation experiences (n = 155, 21.6%). Other identified themes pertained to using nicotine gum for cognitive enhancement or catching a "buzz" (n = 102, 4.7%), marketing (n = 98, 4.6%), using nicotine gum with other substances (n = 90, 4.2%), and adverse effects (n = 63, 2.9%). Sentiment analysis results revealed that 675 (44.2%) tweets were categorized as neutral, 605 (39.6%) tweets were classified as positive, and 248 tweets (16.2%) were negative.
About one-third of tweets in our corpus mentioned nicotine gum in the context of smoking cessation. Most nicotine gum-related posts conveyed positive and neutral sentiments. Future studies should consider adding novel nicotine gum-specific search terms as well as exploring other social media platforms to gain more insights about these products.
Our findings suggest that Twitter has the potential to track and facilitate conversations between those seeking cigarette cessation advice and those who have successfully quit tobacco by using nicotine gum. Monitoring of promotional content from nicotine gum companies is needed to ensure these products are not appealing to youth and nonusers of tobacco.
露西(LUCY)等彩色包装的口服尼古丁口香糖模仿传统口香糖,正变得越来越流行。许多品牌的口香糖尚未获得 FDA 批准用于戒烟。本研究考察了 Twitter 上关于口服尼古丁口香糖的公众讨论,包括对此的看法。
我们使用 Twitter 的 Streaming Application Programming Interface 从 2021 年 1 月 1 日至 2021 年 12 月 21 日收集数据,使用“尼古丁口香糖”和/或“#尼古丁口香糖”搜索词(共收集到 19171 条独特的推文)。我们采用归纳法熟悉数据,生成编码本,并对(n=2152)条推文进行内容分析。
戒烟(n=716,33.3%)、个人经验(n=370,17.2%)和对口香糖的依赖(n=135,6.3%)是最常见的主题。戒烟相关的推文主要讨论戒烟(n=418,58.4%的戒烟推文)和成功的戒烟经验(n=155,21.6%)。其他确定的主题涉及使用尼古丁口香糖来提高认知能力或提神(n=102,4.7%)、营销(n=98,4.6%)、与其他物质一起使用尼古丁口香糖(n=90,4.2%)和不良影响(n=63,2.9%)。情感分析结果表明,675 条(44.2%)推文被归类为中性,605 条(39.6%)推文被归类为正面,248 条(16.2%)推文为负面。
我们语料库中约三分之一的推文在戒烟的背景下提到了尼古丁口香糖。大多数与尼古丁口香糖相关的帖子传达了积极和中性的情绪。未来的研究应该考虑添加新的尼古丁口香糖特定搜索词,并探索其他社交媒体平台,以更深入地了解这些产品。
我们的研究结果表明,Twitter 有可能跟踪和促进那些寻求戒烟建议的人与那些成功戒除烟草的人之间的对话,方法是使用尼古丁口香糖。需要监测尼古丁口香糖公司的促销内容,以确保这些产品不会吸引青少年和非烟草使用者。