ArticleBMC psychiatry2023
Resilience and problematic smartphone use: a moderated mediation model.
Article in BMC psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Relationships Between Psychological Resilience, Rejection Sensitivity, and Short-Video Addiction in University Students: A Cross-Lagged Analysis.Behavioral sciences (Basel, Switzerland) · 2026Article
- Network analysis and directed acyclic graph of smartphone addiction and multiple mental health factors in youths.BMC psychology · 2026Article
- Boredom proneness and short-video addiction among Chinese vocational college students: psychological resilience as a mediator and gender as a moderator.Frontiers in psychology · 2026Article
- Involution perception and problematic smartphone use among Chinese college students: the indirect role of anxiety and the pathway-specific moderating role of psychological resilience.Frontiers in psychology · 2026Article
- Personality and Smartphone Addiction in Romania's Digital Age: The Mediating Role of Professional Status and the Moderating Effect of Adaptive Coping.Journal of Intelligence · 2025Article
- Adverse Experiences in Early Childhood and Emotional Behavioral Problems Among Chinese Preschoolers: Psychological Resilience and Problematic Media Use.Behavioral sciences (Basel, Switzerland) · 2025Article
- Self-Compassion and Smartphone Addiction Tendency Among College Students: The Chain-Mediating Effect of Self-Concept Clarity and Experiential Avoidance.Behavioral sciences (Basel, Switzerland) · 2025Article
- New perspectives on mobile phone addiction based on network analysis.Frontiers in psychiatry · 2025Article
- Article
- Determination of the cutoff point for Smartphone Application-Based Addiction Scale for adolescents: a latent profile analysis.BMC psychiatry · 2023Article
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Authors and funding
5 authors.
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Abstract
backgroundProblematic smartphone use (PSU) is adversely correlated with resilience. To completely comprehend the mechanism underlying this relationship, however, more investigation is required.
methodsFor this cross-sectional study, the method of stratified random cluster sampling was applied. 834 Chinese undergraduate students (aged 17 to 24) were recruited, and self-reported questionnaires were administered to measure their levels of resilience, perceived social support, the sense of school belonging, and habitual and problematic smartphone use.
resultsThe findings showed that resilience both directly and indirectly predicted PSU through perceived social support and the sense of school belonging. Additionally, there were significant moderating effects of habitual smartphone use between resilience and perceived social support, the sense of school belonging, and PSU.
conclusionsOur research identified the negative influence of resilience on PSU, and specifically, highlighted the mediation effects of perceived social support and the sense of school belonging. Of significance, we also found the moderation effect of habitual smartphone use in the development of PSU.
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