From scroll to sale: online media engagement predicts adolescents' online supplement purchases in a nationally representative cross-sectional study

Front Psychol. 2026 Feb 16:17:1722369. doi: 10.3389/fpsyg.2026.1722369. eCollection 2026.

Abstract

Background: Adolescents are increasingly exposed to online health information promoting supplements as quick solutions for weight management and muscle development, raising public health concerns.

Objective: This study investigated whether online media engagement-weight-and fitness-related information-seeking behaviors and the internalization of online appearance ideals-predicts adolescents' online purchasing of weight-loss and muscle-building products, with attention to differences between girls and boys.

Methods: A cross-sectional online survey was conducted among 1,526 Czech adolescents (50% girls) aged 13-18 years (M = 15.4, SD = 1.7). Measures included self-reported online weight- and fitness-related information-seeking behaviors, internalization of online appearance ideals (thin-ideal among girls; muscular ideal among boys), and online purchasing of weight-loss and muscle-building products. Hierarchical regression analyses were conducted separately for girls and boys, controlling for sociodemographic and body image variables.

Results: Overall, 4.1% (63/1,521) purchased weight-loss and 19.1% (303/1,524) purchased muscle-building products online. For both girls and boys, greater engagement in seeking weight- and fitness-related information was associated with purchasing both product types. Internalization of online appearance ideals was significantly associated with muscle-building but not weight-loss product purchases.

Conclusion: Findings highlight a novel pathway through which online media may shape youth consumer choices, pointing to the need for media literacy and body image-informed strategies to promote safer decision-making.

Keywords: adolescents; appearance ideals; dietary supplements; digital marketing; online information seeking; online media.