ArticleJAACAP open2026
Social Media Usage and Its Association With the Social Media Addiction Questionnaire Scale Among Early Adolescents.
Article in JAACAP open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
17 authors.
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Abstract
Objective: Despite increasing social media use among adolescents, few studies have investigated social media use patterns associated with the Social Media Addiction Questionnaire Scale. Social media addiction (SMA) is characterized in terms of social media platforms, engagement patterns, and account settings. Method: Cross-sectional data on youth 10 to 13 years of age from the Adolescent Brain Cognitive Development℠ Study (n = 5,639) were used. The majority of the sample were female, White, and from families living above poverty. SMA was assessed via an adapted scale. Regression models assessed links between SMA and hours spent per day on social media, most-used platform, public and secret accounts, and follower and following counts. Results: SMA was higher among youth whose most-used platforms were TikTok ( Conclusion: Higher SMA scores were most associated with TikTok, Instagram, and Snapchat use as well as using a public account, a secret account, and spending more time on social media. The relationship between social media hours and SMA confirms previous findings. This is the first study to investigate the relationship between account settings and SMA.
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