ArticleHeliyon2024
Understanding the relationship between smartphone distraction, social withdrawal, digital stress, and depression among college students: A cross-sectional study in Wuhan, China.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Protégé Effect for Behavior Change: Does Teaching Digital Stress Solutions to Others Reduce One's Own?Annals of the New York Academy of Sciences · 2026Article
- Digital Stress: Insights from Bibliometric, Scientometric, Meta-Analytic and Thematic Analyses.Healthcare (Basel, Switzerland) · 2026Review
- Smartphones in the classroom: power tool or source of distraction? Evidence from a cross-lagged panel study.Frontiers in psychology · 2026Article
- Modelling the associations between faculty support and academic satisfaction among nursing students: Mediating roles of sleep problems and smartphone addiction.PLOS mental health · 2026Article
- Psychometric properties of the smartphone distraction scale in arabic among lebanese young adults.Health psychology and behavioral medicine · 2026Article
- Digital fatigue and academic resilience among university students with grit and flexibility as mediators.Scientific reports · 2025Article
- The Bidirectional Relationships between Social Pressure in Digital Contexts, Depression, and Social Support over Time.Psychosocial intervention · 2025Article
- Digital literacy, phubbing, and mental well-being in the digital age: a study on young university athletes.Frontiers in psychiatry · 2025Article
- Assessment of smartphone addiction and its relationship with health-promoting lifestyle profile and intuitive eating behavior: a cross-sectional study.Frontiers in psychiatry · 2025Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Smartphone distraction considerably affects the depression level of college students. These two variables are highly associated with social withdrawal and digital distress. However, the underlying mechanisms of how social withdrawal and digital stress were involved in the relationship between smartphone distraction and depression remain unclear. Methods: A cross-sectional survey was conducted in seven colleges of Wuhan, Hubei Province, from September to November 2021. Participants were selected using convenience sampling. Smartphone distraction, social withdrawal, digital stress, and depression level were assessed using the Smartphone Distraction Scale (SDS), 25-item Hikikomori Questionnaire (HQ-25), Multidimensional Digital Stress Scale (DSS), and the Patient Health Questionnaire-9 (PHQ-9), respectively. All scales demonstrated good reliability in this study, the reliability of each scale was 0.920, 0.884, 0.959, and 0.942. Results: The final analysis included 1184 students (692 males and 492 females), aged between 17 and 37 years. Participants were from various academic disciplines, including medical and non-medical. The findings revealed that smartphone distraction had a significant direct effect on depression (c = 0.073, 95 % CI: 0.037 to 0.108, Limitations: This study is based on cross-sectional data, which limits the causality inference. Conclusions: These findings suggest that educational institutions should identify college students with excessive smartphone use early and provide timely interventions to minimize negative outcomes. It is also significant to reduce the risk of social withdrawal and digital stress to maintain the physical and mental health development of college students.
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