TY - JOUR
T1 - Social media use, brand engagement, and tobacco product initiation among youth
T2 - Evidence from a prospective cohort study
AU - Ranker, Lynsie R.
AU - Wu, Jiaxi
AU - Hong, Traci
AU - Wijaya, Derry
AU - Benjamin, Emelia J.
AU - Bhatnagar, Aruni
AU - Robertson, Rose M.
AU - Fetterman, Jessica L.
AU - Xuan, Ziming
N1 - Funding Information:
The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health, the Food and Drug Administration or the American Heart Association. LRR, JW, EJB, JLF, AB, and RMR were supported by the National Heart, Lung, And Blood Institute of the National Institutes of Health (Award Number U54HL120163). JLF is also supported by a National Heart, Lung, and Blood Institute K01 HL143142.
Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2024/7
Y1 - 2024/7
N2 - Objective: To evaluate whether frequent social media use and liking/following tobacco brand accounts was associated with increased risk of tobacco and polytobacco initiation over approximately 1-year follow-up among youth with no prior tobacco use. Methods: Associations between measures of social media engagement (daily social media use and liking/following tobacco brands) and tobacco initiation risk were examined using data from Waves 2 and 3 (2014–2015) of the US Population Assessment for Tobacco and Health study. Separate log-binomial models, accounting for missing data via multiple imputation and using propensity score adjustment to address confounding, estimated the adjusted relative risk (aRR) of any tobacco initiation and poly-use (2 + products) initiation at 1-year follow-up. Results: Among the 8,672 youth with no prior tobacco use (49.3% female, mean [SD] age 14.1 [1.7]), 63.5% used social media at least daily, and 3.3% reported liking/following ≥ 1 tobacco brands on social media. Those reporting daily or more frequent social media use (compared to less) were at increased risk for tobacco (aRR 1.67; 95% CI 1.38–2.02) and polytobacco initiation (aRR 1.32; 95% CI 0.98–1.78). Although results were imprecise, liking/following ≥ 1 tobacco brands on social media (versus none) was associated with tobacco (aRR 1.34; 95% CI 0.95–1.89) or polytobacco initiation (aRR 1.60; 95% CI 0.99–2.60). In sensitivity analyses, liking/following cigarette or cigarillo brands was associated with polytobacco initiation. Conclusions: This study adds to a growing evidence-base describing the exposure of youth to tobacco-related social media content. Such content—often generated by tobacco companies—may contribute to youth tobacco initiation.
AB - Objective: To evaluate whether frequent social media use and liking/following tobacco brand accounts was associated with increased risk of tobacco and polytobacco initiation over approximately 1-year follow-up among youth with no prior tobacco use. Methods: Associations between measures of social media engagement (daily social media use and liking/following tobacco brands) and tobacco initiation risk were examined using data from Waves 2 and 3 (2014–2015) of the US Population Assessment for Tobacco and Health study. Separate log-binomial models, accounting for missing data via multiple imputation and using propensity score adjustment to address confounding, estimated the adjusted relative risk (aRR) of any tobacco initiation and poly-use (2 + products) initiation at 1-year follow-up. Results: Among the 8,672 youth with no prior tobacco use (49.3% female, mean [SD] age 14.1 [1.7]), 63.5% used social media at least daily, and 3.3% reported liking/following ≥ 1 tobacco brands on social media. Those reporting daily or more frequent social media use (compared to less) were at increased risk for tobacco (aRR 1.67; 95% CI 1.38–2.02) and polytobacco initiation (aRR 1.32; 95% CI 0.98–1.78). Although results were imprecise, liking/following ≥ 1 tobacco brands on social media (versus none) was associated with tobacco (aRR 1.34; 95% CI 0.95–1.89) or polytobacco initiation (aRR 1.60; 95% CI 0.99–2.60). In sensitivity analyses, liking/following cigarette or cigarillo brands was associated with polytobacco initiation. Conclusions: This study adds to a growing evidence-base describing the exposure of youth to tobacco-related social media content. Such content—often generated by tobacco companies—may contribute to youth tobacco initiation.
UR - https://www.scopus.com/pages/publications/85187382336
U2 - 10.1016/j.addbeh.2024.108000
DO - 10.1016/j.addbeh.2024.108000
M3 - Article
C2 - 38461745
AN - SCOPUS:85187382336
SN - 0306-4603
VL - 154
JO - Addictive Behaviors
JF - Addictive Behaviors
M1 - 108000
ER -