SynthesisClinical child and family psychology review2023
Examining the Association Between Digital Stress Components and Psychological Wellbeing: A Meta-Analysis.
Synthesis in Clinical child and family psychology review, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Social-Media-Based Mental Health Interventions: Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2025Pooled it
- Impact of the Social Media Minimum Age on Australian young people and parents: protocol for a mixed-methods evaluation.BMJ open · 2026Article
- Exploring the Impact of Digital Behaviours on Mental Health: Tools and Intervention for Gen Z.Annals of neurosciences · 2026Article
- Are Online Social Experiences Associated With General Interpersonal Problems? A Circumplex Assessment.Journal of clinical psychology · 2026Article
- 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
- Measuring Digital Stress in Children: Construct Validity, Model Comparisons, and Measurement Invariance of a Multidimensional Scale (DSS-CH).Children (Basel, Switzerland) · 2026Article
- How digital stress affects academic procrastination and subjective well-being: mediating effect of ego depletion.BMC psychology · 2026Article
- Live interactive singing in live streams and loneliness among international students: social connection, social support and FoMO.Frontiers in psychology · 2026Article
- Exploring personal digital media environments: a configural approach to digital stress.Frontiers in psychology · 2026Article
- Psychometric validation of the English version of the digital wellbeing questionnaire for young adults.PloS one · 2026Article
- Digital stress and problematic social media use among college students: exploring dual emotional pathways and the moderating role of cognitive reappraisal.BMC psychology · 2025Article
- Article
- The Bidirectional Relationships between Social Pressure in Digital Contexts, Depression, and Social Support over Time.Psychosocial intervention · 2025Article
- Technology Effects and Child Health: Wellness Impact and Social Effects (TECHWISE): Protocol for a Prospective, Observational, Real-World Study.JMIR research protocols · 2025Article
- Digital stress and friendship conflict in adolescence: the role of perceived norms and features of social media.Frontiers in digital health · 2025Article
- The relationship between digital technostress and cyber moral disengagement among college students: a moderated mediation model of psychological resilience, self-efficacy, and online self-control.Frontiers in psychology · 2025Article
- Adapting the Short Digital Stress Scale (SDSS) into Turkish: validation and psychometric evaluation in adults.Frontiers in psychology · 2025Article
- Development and validation of a digital burnout scale in artificial intelligence era.Frontiers in psychology · 2025Article
- Analysing Digital Engagement Patterns: A Machine Learning Investigation into Social Anxiety Among Adolescents with ADHD.Journal of clinical medicine · 2024Article
- Exploring Digital Stress of Finnish Adolescents and Their Parents.Children (Basel, Switzerland) · 2024Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Extant research suggests that digital stress (DS) and its various components (Hall et al. in Psychol Assess 33(3):230-242, 2021) may mediate the association between social media use and psychosocial distress among adolescents and young adults. Yet no systematic review and meta-analysis has been conducted to examine the direct associations among DS components (i.e., approval anxiety, availability stress, fear of missing out [FOMO], connection overload, and online vigilance) and psychological outcomes. Thus, we aimed to comprehensively synthesize and quantify the association between these five DS components and psychosocial distress, and to examine whether these associations were statistically different from one another. Our search of PubMed, PsycINFO, and Communication and Mass Media Complete yielded a wide range of article abstracts across the five DS components. After reviewing inclusion and exclusion criteria, 7, 73, 60, 19, and 16 studies were included for availability stress, approval anxiety, FOMO, connection overload, and online vigilance, respectively. The results suggested that all five digital stress components had significant medium association with psychosocial distress (r = .26 to .34; p < .001). Age and sex did not significantly moderate the association between most digital stress components and psychosocial distress. However, age moderated the association between connection overload and psychosocial distress. Our findings further suggested no statistical differences among the associations between the five digital stress components and psychosocial distress. Notwithstanding its limitations, our outcomes help integrate the disparate effect sizes in the literature, indicate the strength of associations, and suggest directions for clinical intervention and future research.
Indexed as
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.