SynthesisBMC public health2020
The relationship between screen-based sedentary behaviors and symptoms of depression and anxiety in youth: a systematic review of moderating variables.
Synthesis in BMC public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 51 papers, 2 of them syntheses 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
51 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Digital media exposure and pediatric health: the recommendations from the Italian Society of Pediatrics Digital Dependency Commission.Italian journal of pediatrics · 2026Guideline
- The associations between screen time and mental health in adolescents: a systematic review.BMC psychology · 2023Pooled it
- Associations of reallocating time between physical activity, sedentary behavior, and sleep with mental health among Chinese adolescents: an isotemporal substitution analysis.Health and quality of life outcomes · 2026Article
- Just-in-Time Adaptive Interventions to Reduce Sedentary Behavior and Promote Physical Activity in Patients With Chronic Disease: Scoping Review.JMIR mHealth and uHealth · 2026Article
- Distinct 24-hour movement behaviour profiles and their associations with negative affect among Chinese university students.BMC psychology · 2026Article
- Associations of sleep, outdoor activity, and sedentary time with depressive symptoms among secondary school students in Wuhan: an isotemporal substitution analysis.European child & adolescent psychiatry · 2026Article
- Physical activity, emotional eating, screen-based sedentary behavior, and physical and mental health in chinese university students: a cross-sectional study.Scientific reports · 2026Article
- Article
- Longitudinal associations between sedentary behavior types and mathematics ability mediated by externalizing and internalizing problems.NPJ science of learning · 2026Article
- Relationship of Emotional Functioning in 9-12-Year-Old Schoolchildren with Key Lifestyles: Sleep Quality and Daily Physical Activity.Children (Basel, Switzerland) · 2026Article
- Leisure Screen Time, Internet Gaming Disorder, and Mental Health Among Chinese Adolescents: Large-Scale Cross-Sectional Study.Journal of medical Internet research · 2026Article
- Sex- specific interplay of combined lifestyle patterns and their association with depressive symptoms among Chinese adolescents: a school-based cross-sectional study.Frontiers in psychiatry · 2026Article
- Excessive Screen Time Among U.S. High School Students: Mental Health, Suicidal Ideation and Social Image Factors.Healthcare (Basel, Switzerland) · 2025Article
- Beyond the pandemic: tracing the evolution of activity, screen time, and sleep in European children over 3 years.European journal of pediatrics · 2025Article
- The Digital Media-use Effects (d-MUsE) Model: A comprehensive framework for exploring/studying functional and dysfunctional effects on adolescent wellbeing.Journal of behavioral addictions · 2025Review
- Life changes and symptoms of depression and anxiety among Chinese children and adolescents before, during, and after the COVID-19 pandemic lockdown: a combination of cross-sectional, longitudinal, and clustering studies.European child & adolescent psychiatry · 2025Article
- Associations of time spent on different types of digital media with self-rated general and mental health in Swedish adolescents.Scientific reports · 2025Article
- Adolescents' screen time displaces multiple sleep pathways and elevates depressive symptoms over twelve months.PLOS global public health · 2025Article
- Analysing Digital Engagement Patterns: A Machine Learning Investigation into Social Anxiety Among Adolescents with ADHD.Journal of clinical medicine · 2024Article
- Screen time and mental health: a prospective analysis of the Adolescent Brain Cognitive Development (ABCD) Study.BMC public health · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
backgroundTo elucidate the populations and conditions where screen-based sedentary behaviors (SB) and internalizing symptoms are coupled, this review synthesized the evidence for factors that may moderate the associations between screen-based SB, depressive symptoms, and anxiety symptoms among youth.
methodsTwo independent researchers conducted a systematic literature search of the Medline, psycINFO, and Scopus electronic databases in late 2018 for observational studies assessing moderators of the association between screen-based SB and depressive and anxiety symptoms. Studies among children and adolescents were eligible if moderation was assessed by statistical test (interaction) or stratification; and a narrative synthesis of eligible studies was conducted in accordance with PRISMA guidelines.
resultsSeventy empirical studies (46 cross-sectional, 19 longitudinal, and 5 both) of 13 different moderating variables of screen-based SB-internalizing symptom associations met the eligibility criteria. Of these, 40 studies were of depressive symptoms, 2 were of anxiety symptoms, and 28 studies assessed symptoms of both. The most consistent evidence of moderation was for screen-type, such that TV viewing was not as strongly associated with internalizing symptoms compared to other forms of screen-based SB. There was also inconsistent evidence for physical activity buffering screen-based SB-internalizing symptom associations and for female sex amplifying screen-based SB-internalizing symptom associations. In general, the body of evidence for anxiety symptoms was more limited than that for depressive symptoms, and were therefore more inconsistent.
conclusionsScreen-type, physical activity, and sex may influence the magnitude of screen-based SB-internalizing symptom coupling; highlighting potential sources of heterogeneity of screen-based SB-internalizing symptom associations. Additional studies aimed at understanding potential mechanistic explanations for the above moderators are needed prior to the development of tailored intervention strategies designed to decouple screen-based SB and internalizing symptoms among youth.
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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.