J Med Internet Res. 2025 Sep 29;27:e75128. doi: 10.2196/75128.
ABSTRACT
BACKGROUND: There are reports of several adolescents and young adults purchasing electronic cigarettes (e-cigarettes) from e-cigarette retailer websites. However, there is a lack of consumer research on how e-cigarette retailer websites’ content influences adolescent and young adult purchases.
OBJECTIVE: This study aims to examine whether seeing specific characteristics on e-cigarette retailer websites encourages or discourages e-cigarette purchase by adolescents and young adults and to further assess whether such influences vary by age and e-cigarette use.
METHODS: Using a web-based survey, we conducted a cross-sectional choice-based experiment in 5326 individuals (aged 13-24 years). We examined associations between e-cigarette retailer websites’ content, reflected in 18 keywords, and the likelihood of e-cigarette purchase.
RESULTS: Female and sexual minority (nonheterosexual) adolescents and young adults were more likely to purchase e-cigarettes if websites had a clearance or sale (female individuals: adjusted odds ratio [aOR] 1.19, 95% CI 1.04-1.35; P=.02; sexual minority individuals: aOR 1.48, 95% CI 1.21-1.82; P<.01), deals (sexual minority individuals: aOR 1.28, 95% CI 1.04-1.57; P=.02), or direct discounts (female individuals: aOR 1.26, 95% CI 1.09-1.45; P<.01; sexual minority individuals: aOR 1.29, 95% CI 1.03-1.61; P=.03); if they could shop by flavor (female individuals: aOR 1.49, 95% CI 1.30-1.71; P<.01); or if they saw new and trending products (female individuals: aOR 1.18, 95% CI 1.03-1.34; P=.03). Female individuals were less likely to purchase e-cigarettes if required to register or sign-in (aOR 0.66, 95% CI 0.58-0.76; P<.01) or upload an ID (aOR 0.84, 95% CI 0.74-0.96; P=.02), and similarly, sexual minority individuals were less likely to purchase e-cigarettes if required to register or sign-in (aOR 0.77, 95% CI 0.63-0.96; P=.02). Older participants were more likely to purchase from authorized dealers (aOR 1.06, 95% CI 1.03-1.08; P<.01) if required to enter an email (aOR 1.03, 95% CI 1.01-1.06; P=.01) or a photo ID (aOR 1.11, 95% CI 1.08-1.13; P<.01) but less likely to purchase based on seeing new and trending products (aOR 0.94, 95% CI 0.92-0.96; P<.01) or vape guides or blogs (aOR 0.97, 95% CI 0.95-0.99; P=.04). Participants who had never used e-cigarettes were more susceptible to purchase if they saw a starter kit (aOR 1.27, 95% CI 1.07-1.51; P=.01), if they saw new and trending products (aOR 1.28, 95% CI 1.08-1.52; P<.01), or if they could shop by flavor (aOR 1.67, 95% CI 1.39-2.00; P<.01).
CONCLUSIONS: The findings show that adolescents and young adults are attracted to several aspects of e-cigarette retailer website content. Providing tailored prevention education about price incentives, flavors, and starter kits to vulnerable groups at risk of purchase and ensuring effective age verification could discourage e-cigarette online purchases.
PMID:41021854 | DOI:10.2196/75128
