SynthesisJAMA psychiatry2022
Association of Screen Time With Internalizing and Externalizing Behavior Problems in Children 12 Years or Younger: A Systematic Review and Meta-analysis.
Synthesis in JAMA psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 130 papers, 12 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
130 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Effect of parent-focused interventions for screen use on developmental outcomes in young children: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2026Pooled it
- Association Between Short-Form Video Use and Mental Health: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- The Efficacy of Interventions Targeting 24-h Movement Behaviours in Children and Adolescents: A Systematic Review and Meta-analysis.Sports medicine - open · 2025Pooled it
- The relationship between 24-h movement behaviors and internalizing and externalizing problems in children: a systematic review.BMC pediatrics · 2025Pooled it
- Factors Associated With Digital Addiction: Umbrella Review.JMIR mental health · 2025Pooled it
- Screen Time Among and Youth Children With Disabilities: A Systematic Review and Meta-Analysis.Child: care, health and development · 2025Pooled it
- Scrolling through adolescence: a systematic review of the impact of TikTok on adolescent mental health.European child & adolescent psychiatry · 2025Pooled it
- Early Childhood Screen Use Contexts and Cognitive and Psychosocial Outcomes: A Systematic Review and Meta-analysis.JAMA pediatrics · 2024Pooled it
- The association between screen time exposure and myopia in children and adolescents: a meta-analysis.BMC public health · 2024Pooled it
- Impact of mobile phones and wireless devices use on children and adolescents' mental health: a systematic review.European child & adolescent psychiatry · 2024Pooled it
- The associations between screen time and mental health in adolescents: a systematic review.BMC psychology · 2023Pooled it
- Assessment of Changes in Child and Adolescent Screen Time During the COVID-19 Pandemic: A Systematic Review and Meta-analysis.JAMA pediatrics · 2022Pooled it
- Screen Media Use and Mental Health of Children and Adolescents: A Secondary Analysis of a Randomized Clinical Trial.JAMA network open · 2024Trial
- Effect of a Mobile Game-Based Intervention to Enhance Child Safety: Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Stop and Play Digital Health Education Intervention for Reducing Excessive Screen Time Among Preschoolers From Low Socioeconomic Families: Cluster Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- Recreational screen use and internalizing problems from preadolescence to young adulthood in a longitudinal twin cohort with co-twin comparison.Nature human behaviour · 2026Article
- Longitudinal associations between screen time activities and working memory neural signatures in adolescents: Sex differences and contextual moderation.Developmental cognitive neuroscience · 2026Article
- Cross-Sectional Associations of Screen Media Use Patterns with Executive Functioning and Emotional Self-Regulation Among U.S. Preschool-Aged Children.Research square · 2026Article
- White matter integrity buffers the impact of screen time on inhibitory control in youth.Developmental cognitive neuroscience · 2026Article
- Artificial intelligence interaction is not equivalent to social interaction: Rethinking artificial intelligence-mediated digital exposure in early childhood.Pediatric investigation · 2026Review
70 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Currently, there is a lack of consensus in the literature on the association between screen time (eg, television, video games) and children's behavior problems. Objective: To assess the association between the duration of screen time and externalizing and internalizing behavior problems among children 12 years or younger. Data Sources: For this systematic review and meta-analysis, MEDLINE, Embase, and PsycINFO databases were searched for articles published from January 1960 to May 2021. Reference lists were manually searched for additional studies. Study Selection: Included studies measured screen time (ie, duration) and externalizing or internalizing behavior problems in children 12 years or younger, were observational or experimental (with baseline data), were available in English, and had data that could be transformed into an effect size. Studies conducted during the COVID-19 pandemic were excluded. Of 25 196 nonduplicate articles identified and screened for inclusion, 595 met the selection criteria. Data Extraction and Synthesis: The study followed the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline. Extracted variables were child age, sex, and socioeconomic status; informants and measurement type for screen time and behavior problems; study publication year; and study design and quality. Data were extracted by 2 independent coders and were pooled using a random-effects model. Main Outcomes and Measures: The primary outcome was the association of screen time duration with externalizing (eg, aggression, attention deficit/hyperactivity disorder symptoms) and internalizing (eg, depression, anxiety) behaviors or diagnoses. Results: Of the 595 full-text articles assessed for eligibility, 87 studies met all inclusion criteria, comprising 98 independent samples and 159 425 participants (mean [SD] age, 6.07 [2.89] years; 83 246 [51.30%] male). Increased duration of screen time had a small but significant correlation with more externalizing problems (90 samples; r, 0.11; 95% CI, 0.10-0.12) and internalizing problems (43 samples; r, 0.07; 95% CI, 0.05-0.08) in children. Several methodological moderators explained between-study heterogeneity. There was evidence of significant between study heterogeneity (I2 = 87.80). Conclusions and Relevance: This systematic review and meta-analysis found small but significant correlations between screen time and children's behavior problems. Methodological differences across studies likely contributed to the mixed findings in the literature.
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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.