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Interaction Among Smartphone Addiction, Behavioral Inhibition/Activation Systems and Mental Health Factors Among
Minggang Zhang1, Xiaochun Wang1, Binn Zhang1
1School of Psychology, Shanghai University of Sport, Shanghai, 200438, People's Republic of China.
Psychology Research and Behavior Management
|April 28, 2025
Summary
Smartphone addiction is linked to mental health issues and behavioral patterns in students. Stress may mediate the relationship between addiction, depression, and behavioral activation, suggesting a moderating role.
Area of Science:
- Psychology
- Behavioral Science
- Mental Health Research
Background:
- Smartphone addiction is a growing behavioral concern among undergraduate students.
- It is associated with various mental health problems and distinct behavioral inhibition/activation patterns.
- Understanding the interplay between mental health, behavior, and smartphone addiction is crucial.
Purpose of the Study:
- To explore the network interactions among smartphone addiction, mental health, and the behavioral inhibition/activation system (BIS/BAS) in undergraduate students.
- To identify key factors and interaction effects within these domains.
Main Methods:
- Cross-sectional study design involving 701 undergraduate students.
- Utilized network analysis and community detection in R.
- Employed self-report scales for data collection.
Main Results:
- Depression, anxiety, and specific BIS/BAS factors (fun seeking, reward responsiveness, behavioral inhibition) showed high centrality.
- Strong connections were observed within mental health factors and within the BIS/BAS.
- Stress emerged as a potential mediator between smartphone addiction and depression/BAS-Drive.
Conclusions:
- While common psychological and behavioral issues are central to smartphone addiction, stress may play a moderating role.
- Findings offer insights for enhancing mental health support and managing smartphone use among students.
- Interventions should consider the complex interactions between mental health, behavior, and addiction.

