ArticleFrontiers in psychology2024
Influence of physical activity on problematic smartphone use in medical students: mediating effects of social anxiety and the moderating role of gender.
Article in Frontiers in psychology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Problematic Smartphone Use and Quality of Life Among Greek Nursing Students: A Cross-Sectional Study.International journal of environmental research and public health · 2026Article
- Gender differences in smartphone addiction, physical activity, and quality of life: a cross-sectional study.BMC public health · 2026Article
- Physical activity motivation is inversely associated with anxiety: a cross-sectional serial mediation analysis involving smartphone addiction symptoms and sleep quality in medical undergraduates.Frontiers in psychology · 2026Article
- The role of parental attachment, cyberbullying victimization, and resilience in the effect of adverse childhood experiences on social anxiety among college students: a moderated chain mediation model.BMC public health · 2025Article
- The Relationship Between Physical Activity and Mobile Phone Addiction in College Students: A Systematic Review and Meta-Analysis.Behavioral sciences (Basel, Switzerland) · 2025Review
- Investigating the Relationship between Loneliness, Physical Activity, and Internet Addiction: The Mediating Role of Academic Burnout and Self-Control.Iranian journal of psychiatry · 2025Article
- Mobile phone dependency and adolescent exercise participation: a CB-SEM and fsQCA study on the roles of self-control, time management, and health awareness.Frontiers in psychology · 2025Article
- Reflections of digital slavery in physical inactivity: examining gender-based physical activity attitudes and smartphone addiction among university students.Frontiers in public health · 2025Article
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Authors and funding
7 authors.
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Abstract
Objective: This study investigates the mediating role of social anxiety in the relationship between physical activity and problematic smartphone use among college students, and examines the moderating role of gender within this model. Methods: From April to May 2023, a survey was conducted involving 2905 undergraduate students from various medical schools in Shandong, China. Participants completed the Physical Activity Rating Scale (PARS-3), Mobile Phone Addiction Tendency Scale for College Students (MPATS), and the Social Anxiety Scale (IAS). Descriptive statistics, correlation analysis, and hierarchical regression analysis and other methods were employed to explore the relationships between the variables. The mediating effect of social anxiety on physical activity and mobile phone addiction was assessed using the bootstrapping method, while the moderating role of gender on social anxiety and mobile phone addiction was evaluated using the PROCESS macro's model 14. Results: The findings revealed that the scores of problematic smartphone use among medical students was 44.00 (35.00, 50.00), physical activity score was 16.00 (8.00, 32.00), and social anxiety score was 45.00 (42.00, 52.00). Physical activity was significantly and negatively correlated with both problematic smartphone use and social anxiety ( Conclusion: Physical activity influences problematic smartphone use among medical students both directly and indirectly through social anxiety. Sex significantly moderates the influence of social anxiety on problematic smartphone use, highlighting the need for gender-specific interventions in this demographic.
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