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Smartphone-Derived Phenotypes of Social Media Use in Young Adults

delete2026-04-17
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PRE
AI
E
Elombe Calvert
A
Andrew Jin Soo Byun
H
Haruka Notsu
S
Sean Ryan
S
Shrutangi Vaidya
J
John Torous *
DOI:10.1016/j.chb.2026.109027delete
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Abstract

Abstract

En 中文
• Smartphone-based data revealed four distinct social media use phenotypes in young adults. • Phenotypes mapped meaningful onto problematic use and mental health constructs. • Self-esteem and loneliness were the strongest mediators of problematic use and mental health. • Phenotypes showed differential responsiveness to a social media detox intervention.
Keywords:
Social media use
Young adults
Problematic use
Mental health
Phenotypes

Journal

Computers in Human Behavior cover
Computers in Human Behavior
IF:
8.9
Papers:
9.0K
Citations:
5.8W

Organization

B
Beth Israel Deaconess Medical Center
Scholars:
1.2W
Papers: 9.4K
Citations: 15
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