Associations between social media engagement and young adults' subsequent onset of ENDS dependence symptoms one year later
- PMID: 38908051
- PMCID: PMC11283342
- DOI: 10.1016/j.addbeh.2024.108096
Associations between social media engagement and young adults' subsequent onset of ENDS dependence symptoms one year later
Abstract
Background: Young adults are more vulnerable than older adults to engagement with online tobacco marketing and to the use of electronic nicotine delivery systems (ENDS) products. Our study examined the longitudinal associations between engagement with pro- and anti-tobacco information on social media (SM) and young adults' subsequent onset of symptoms of dependence on ENDS products one year later, which remain unclear.
Methods: Participants were college students in the Marketing and Promotions Across Colleges in Texas study. We analyzed data collected in spring 2018 (wave 8, baseline) and spring 2019 (wave 9), which involves 1,764 college students (Mean age = 24.48, 34.8% White) who reported having ever used any ENDS products but no ENDS dependence symptoms at baseline. Logistic regression analyses were conducted to examine the associations between pro- and anti-engagement with tobacco information at baseline and onset of ENDS dependence symptoms at one-year follow-up, controlling for baseline sociodemographic characteristics and tobacco smoking status. We also examined participant sex and depressive symptoms as moderators of the aforementioned associations.
Results: Engagement with both pro- (Odds Ratio = 1.73, p < 0.05) and anti- (Odds Ratio = 1.36, p < 0.05) tobacco information at baseline predicted the subsequent onset of symptoms of dependence on ENDS products one year later. The association between pro-engagement and subsequent onset of ENDS dependence symptoms was stronger among females than males (Exp(β) = 3.21, p < 0.05). Depressive symptomology did not moderate any of the associations.
Conclusions: Findings suggest that engaging with tobacco information on SM, regardless of its valence, serves as a risk factor for the development of subsequent dependence symptoms among young adult ever ENDS users. Considering the uncertainty of ENDS products' health effects, regulation of SM is encouraged to reduce young adults' (re)posting thoughts or comments about the advantages of ENDS products.
Keywords: Dependence; Electronic nicotine delivery system; Marketing; Social media; Young adults.
Copyright © 2024 Elsevier Ltd. All rights reserved.
Conflict of interest statement
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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References
-
- Aiken LS, & West SG (1991). Multiple regression: Testing and interpreting interactions. Sage Publications. https://go.exlibris.link/dyC62HD2.
-
- Bouvier BA, Kinnard EN, Yedinak JL, Li Y, Elston B, Green TC, Hadland SE, & Marshall BDL (2019). Prevalence and correlates of depressive symptomology among young adults who use prescription opioids non-medically. Journal of Psychoactive Drugs, 51(5), 441–452. 10.1080/02791072.2019.1654151 - DOI - PMC - PubMed
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