ArticlePsychiatry investigation2024
The Relationship Between Perceived Stress and Smartphone Addiction: The Mediating Effect of Rumination and The Mediated Moderating Effect of Mindfulness.
Article in Psychiatry investigation, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
6 citing papers in PubMed.
- Article
- Rumination and Nomophobia Among University Students in Jilin Province: Indirect and Moderating Associations.Journal of multidisciplinary healthcare · 2026Article
- The Level of Smartphone Addiction and Its Relationship to High Blood Pressure Among Middle-Aged and Elderly People in Rural Areas of China.Nature and science of sleep · 2026Article
- Mindfulness and problematic smartphone use: indirect and conditional associations via self-regulated learning and digital detox.BMC psychology · 2025Article
- Social anxiety and smartphone addiction among college students: the mediating role of loneliness.Frontiers in psychiatry · 2025Article
- Dispositional mindfulness is associated with lower smartphone addiction through digital life balance among Chinese university students.Frontiers in psychology · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThis study was to examine the mediated moderation effect of mindfulness through rumination on the relationship between perceived stress and smartphone addiction. In particular, this study examined the moderating effect of mindfulness in detail by dividing it into five sub-factors.
methodsAn online self-report questionnaires were conducted on 697 participants aged 20 to 59. Finally, 681 participants (male=356, female=325) were included final analysis. Moderating effect, mediated moderating effect were verified using PROCESS macro for SPSS v3.5.
resultsFirst, perceived stress was positively related to smartphone addiction. Second, rumination mediated the relationship between perceived stress and smartphone addiction. Third, acting with awareness and nonjudging of experience, which are a sub-factor of mindfulness, moderated the relationship between perceived stress and smartphone addiction. Fourth, mindfulness facets (acting with awareness and nonjudging of experience) moderated the relationship between rumination and smartphone addiction. Finally, there was a mediated moderating effect of mindfulness facets (acting with awareness and nonjudging of experience) on the relationship between perceived stress and smartphone addiction through rumination.
conclusionThis research suggests the useful and specific therapeutic interventions that help lower the level of the adults' addiction on smartphones.
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Registered trials
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