Center for Research on Media, Technology, and Health, University of Pittsburgh School of Medicine, 230 McKee Place, Suite 600, Pittsburgh, PA, 15213.
Health Policy Institute, University of Pittsburgh School of Public Health, 130 De Soto Street, Pittsburgh, PA, 15261.
J Sch Health. 2020 Feb;90(2):135-142. doi: 10.1111/josh.12858. Epub 2019 Dec 11.
Initial reports suggest that JUUL, a popular e-cigarette, is being used in schools and other locations in which cigarette smoking is illegal or discouraged. However, there is little scholarly research documenting this. We aimed to make a systematic analysis of JUUL use themes and sentiment on Twitter.
Data were collected from Twitter's Filtered Streams Application Programming Interface from April 12, 2018 to May 10, 2018. This yielded 67,934 tweets, from which a random sample of 2% was selected for coding. The final dataset included 1209 tweets. Inter-rater reliability ranged κ = 0.64-0.85.
The majority (71.5%) of tweets expressed positive sentiment toward JUUL. JUUL use in places where cigarette smoking is illegal or discouraged appeared in 111 tweets (9.2%); approximately one-third of these tweets referring to using the device in school. Nearly 20% of tweets mentioned using the device at home and/or directly in front of responsible adults.
This study confirms anecdotal reports of JUUL use in places where cigarette smoking is illegal or discouraged. Positive sentiment about use of JUUL suggests that the product is being normalized among young people. It may be valuable for educators to discuss the addictive nature of nicotine delivered through JUUL with younger populations.
初步报告表明,流行的电子烟 JUUL 正在学校和其他禁止或劝阻吸烟的场所使用。然而,很少有学术研究记录这一点。我们旨在对 Twitter 上 JUUL 使用主题和情绪进行系统分析。
数据是从 2018 年 4 月 12 日到 5 月 10 日从 Twitter 的 Filtered Streams 应用程序编程接口收集的。这产生了 67934 条推文,从中随机抽取了 2%进行编码。最终数据集包括 1209 条推文。组内一致性范围 κ=0.64-0.85。
大多数(71.5%)推文对 JUUL 表示积极的态度。在禁止或劝阻吸烟的地方使用 JUUL 的情况出现在 111 条推文中(9.2%);其中约三分之一的推文提到在学校使用该设备。近 20%的推文提到在家中和/或直接在负责任的成年人面前使用该设备。
这项研究证实了有关在禁止或劝阻吸烟的场所使用 JUUL 的传闻报告。对 JUUL 使用的积极态度表明,该产品在年轻人中正在被正常化。教育工作者可能需要与年轻人群体讨论通过 JUUL 提供的尼古丁的成瘾性。