Vassey Julia, Cho Junhan, Vogel Erin A, Iyer Trisha, Chen-Sankey Julia, Unger Jennifer B
Department of Population and Public Health Sciences, University of Southern California, Los Angeles.
TSET Health Promotion Research Center, University of Oklahoma Health Sciences Center, Oklahoma City.
JAMA Netw Open. 2025 Jun 2;8(6):e2517611. doi: 10.1001/jamanetworkopen.2025.17611.
Adolescents are exposed to e-cigarette and cannabis content on social media. Understanding associations of these exposures with use and dual use of these products can guide regulations.
To assess whether adolescent exposure to e-cigarette and/or cannabis content on social media, including posts by various content creators, is associated with e-cigarette, cannabis, and dual use.
DESIGN, SETTING, AND PARTICIPANTS: Two surveys, one longitudinal (study 1, baseline in 2021 to 2022) and one cross-sectional (study 2, fall 2023), were conducted among California high school students who completed questionnaires on computers in classrooms.
In study 1, the baseline was frequent exposure (weekly or more vs less frequent or none) to e-cigarette and/or cannabis social media posts. In study 2, the exposure (yes vs no) was to e-cigarette and/or cannabis posts from specific sources (friends, celebrities, microinfluencers, e-cigarette and/or cannabis brands, or unknown sources).
For study 1, the primary outcome was solo e-cigarette, solo cannabis, or dual use initiation at 1-year follow-up among baseline never-users of e-cigarettes and cannabis. For study 2, the primary outcome was past-month use of e-cigarettes, cannabis, and dual use. Generalized estimating equations models adjusted for sociodemographic characteristics, mental health, other tobacco product use, social media use, and social environment.
In study 1, of 4232 adolescents (mean [SD] age, 17.0 [0.6] years; 2205 female [52.1%]), 968 (22.9%) reported frequent baseline exposure to e-cigarette posts and 507 (12.0%) reported exposure to cannabis posts on social media, broadly; 567 (13.4%) were frequently exposed to e-cigarette posts specifically on TikTok. Frequent exposure to cannabis social media posts was associated with solo e-cigarette use (adjusted odds ratio [AOR], 1.83; 95% CI, 1.11-3.01), solo cannabis use (AOR, 1.60; 95% CI, 1.07-2.38), and dual use (AOR, 1.71; 95% CI, 1.11-2.63) initiation at 1-year follow-up. Frequent exposure to e-cigarette posts on TikTok was associated with solo cannabis use (AOR, 1.74; 95% CI, 1.17-2.58) and dual use (e-cigarette and cannabis) initiation (AOR, 1.78; 95% CI, 1.19-2.66). In study 2, of 3380 adolescents (mean [SD] age, 17.0 [0.6] years; 1840 female [54.4%]), 195 (5.8%) were exposed to microinfluencer e-cigarette posts, and 152 (4.5%) were exposed to microinfluencer cannabis posts; 151 (4.5%) were exposed to friends' e-cigarette posts, and 161 (4.8%) were exposed to friends' cannabis posts. Exposure to e-cigarette (AOR, 2.67; 95% CI, 1.55-4.59) and cannabis (AOR, 2.14; 95% CI, 1.15-4.00) microinfluencer posts was associated with past-month cannabis use. Exposure to friends' e-cigarette posts was associated with past-month dual use (AOR, 2.53; 95% CI, 1.24-5.19), whereas exposure to friends' cannabis posts was associated with past-month cannabis use (AOR, 3.35; 95% CI, 1.94-5.78) and dual use (AOR, 2.46; 95% CI, 1.28-4.71).
In this survey study of California adolescents, exposure to e-cigarette or cannabis posts was associated with adolescent e-cigarette, cannabis, or dual use. Improvement of social media community guidelines and greater policy attention to co-use and marketing of e-cigarettes and cannabis may help prevent youth substance use.
青少年在社交媒体上会接触到电子烟和大麻相关内容。了解这些接触与这些产品的使用及同时使用之间的关联可以为监管提供指导。
评估青少年在社交媒体上接触电子烟和/或大麻相关内容(包括各类内容创作者发布的帖子)是否与电子烟、大麻使用及同时使用有关。
设计、背景和参与者:对加利福尼亚州的高中生进行了两项调查,一项是纵向调查(研究1,2021年至2022年为基线),另一项是横断面调查(研究2,2023年秋季),学生们在教室通过电脑完成问卷。
在研究1中,基线情况是频繁接触(每周或更频繁与不太频繁或无接触)电子烟和/或大麻社交媒体帖子。在研究2中,接触情况(是与否)是指接触来自特定来源(朋友、名人、微影响者、电子烟和/或大麻品牌或未知来源)的电子烟和/或大麻帖子。
对于研究1,主要结局是在基线时从未使用过电子烟和大麻的人群中,在1年随访时开始单独使用电子烟、单独使用大麻或同时使用这两种产品。对于研究2,主要结局是过去一个月内使用电子烟、大麻及同时使用这两种产品的情况。采用广义估计方程模型,并对社会人口学特征、心理健康、其他烟草产品使用、社交媒体使用和社会环境进行了调整。
在研究1的4232名青少年(平均[标准差]年龄为17.0[0.6]岁;2205名女性[52.1%])中,968名(22.9%)报告在基线时频繁接触电子烟帖子,507名(12.0%)报告在社交媒体上广泛接触大麻帖子;567名(13.4%)特别频繁接触TikTok上的电子烟帖子。频繁接触大麻社交媒体帖子与1年随访时单独使用电子烟(调整后的优势比[AOR]为1.83;95%置信区间为1.11 - 3.01)、单独使用大麻(AOR为1.60;95%置信区间为1.07 - 2.38)以及同时使用这两种产品(AOR为1.71;95%置信区间为1.11 - 2.63)有关。频繁接触TikTok上的电子烟帖子与单独使用大麻(AOR为1.74;95%置信区间为1.17 -