Truth Initiative Schroeder Institute, Washington, DC 20001, USA.
NORC at the University of Chicago, Chicago, IL 60603, USA.
Int J Environ Res Public Health. 2022 Jun 23;19(13):7668. doi: 10.3390/ijerph19137668.
To examine conversations among JUUL users on Reddit related to restrictions on flavored ENDS and the shifting policy landscape.
Posts and comments ( = 166,169) between May 2019 and May 2020 on the subreddit r/JUUL were scraped using pushshift.io API. Keyword filters were used to identify texts discussing flavored ENDS products ( = 33,884 texts). These were further narrowed down to texts discussing flavor policy workaround strategies ( = 7429) and N-gram analysis was performed. Finally, findings from the N-gram analysis were triangulated through qualitative review of a separate sample of texts ( = 488) from the flavor policy-related posts and comments.
Overall activity on the subreddit r/JUUL peaked around the time of the EVALI outbreak (September 2019) and when FDA issued guidance restricting flavored ENDS product sales (January 2020). The N-gram analysis revealed an active discussion of banned products one can "still get" or "JUUL compatible" alternatives, including specific brands, brick and mortar locations, and specific flavors. Ten dominant themes emerged from the qualitative review, with some posts containing more than one theme.
Many users turned to Reddit for information related to the shifting regulatory landscape concerning flavored ENDS. Discussions focused on both legal alternatives to banned products as well as illegal means of acquiring JUUL pods, including residual retail supply, online, and mail vendors.
研究 Reddit 上 JUUL 用户关于调味电子烟限制和政策变化的讨论。
使用 pushshift.io API 从 r/JUUL 子版块中提取 2019 年 5 月至 2020 年 5 月的帖子和评论(共 166169 条)。使用关键字筛选器识别讨论调味电子烟产品的文本(共 33884 条)。进一步缩小范围,筛选出讨论口味政策规避策略的文本(共 7429 条),并进行 N-gram 分析。最后,通过对与口味政策相关的帖子和评论中另一部分文本(共 488 条)进行定性审查,对 N-gram 分析结果进行三角验证。
r/JUUL 子版块的整体活跃度在 EVALI 爆发(2019 年 9 月)和 FDA 发布限制调味电子烟产品销售指南(2020 年 1 月)时达到峰值。N-gram 分析显示,人们热议被禁产品的“替代品”,包括仍能“买到”的产品或“与 JUUL 兼容”的产品,其中还涉及特定品牌、实体店和特定口味。从定性审查中得出了 10 个主要主题,一些帖子包含不止一个主题。
许多用户转向 Reddit 以获取有关调味电子烟监管环境变化的信息。讨论重点不仅包括被禁产品的合法替代品,还包括获取 JUUL 烟弹的非法手段,包括剩余零售供应、在线和邮件销售商。