SynthesisJAMA pediatrics2016
Association Between Portable Screen-Based Media Device Access or Use and Sleep Outcomes: A Systematic Review and Meta-analysis.
Synthesis in JAMA pediatrics, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 274 papers, 11 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
274 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Associations of Problematic Smartphone Use and Smartphone Screen Time With Eating Disorder Psychopathology in Non-Clinical Samples: A Systematic Review.JMIR mental health · 2026Pooled it
- The association of screen time and the risk of sleep outcomes: a systematic review and meta-analysis.Frontiers in psychiatry · 2025Pooled it
- Electronic Media Use and Sleep Quality: Updated Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- An umbrella review of the benefits and risks associated with youths' interactions with electronic screens.Nature human behaviour · 2024Pooled it
- Adolescents' interactive electronic device use, sleep and mental health: a systematic review of prospective studies.Journal of sleep research · 2023Pooled it
- Blue-light filtering spectacle lenses for visual performance, sleep, and macular health in adults.The Cochrane database of systematic reviews · 2023Pooled it
- The Social Side of Sleep: A Systematic Review of the Longitudinal Associations between Peer Relationships and Sleep Quality.International journal of environmental research and public health · 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
- Timing of sedentary behaviour and access to sedentary activities in the bedroom and their association with sleep quality and duration in children and youth: a systematic review.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2022Pooled it
- Lifestyle Interventions through Participatory Research: A Mixed-Methods Systematic Review of Alcohol and Other Breast Cancer Behavioural Risk Factors.International journal of environmental research and public health · 2022Pooled it
- Electronic media use and sleep in children and adolescents in western countries: a systematic review.BMC public health · 2021Pooled it
- The Impact of Sleep Loss on Screen Time in Children: Secondary Analyses of a Randomised Crossover Trial Using Objective Measures of Screen Time.Pediatric obesity · 2025Trial
- Efficacy of neurofeedback-assisted mindfulness for anxiety and nomophobia in Spanish young adults: a randomized controlled trial.Frontiers in public health · 2025Trial
- Does radiofrequency radiation impact sleep? A double-blind, randomised, placebo-controlled, crossover pilot study.Frontiers in public health · 2024Trial
- Nighttime Sensory-Behavioral Activation and Admission Suicidality in Young Inpatients With Major Depressive Disorder: A Retrospective Clinical-Record Study.Suicide & life-threatening behavior · 2026Article
- Electronic media exposure and neurodevelopment in children under 5 years of age: an updated evidence-based narrative review.Clinical and experimental pediatrics · 2026Article
- Insufficient sleep, impaired sleep and medically treated injury in Canadian adolescents: a national cross-sectional study.Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention · 2026Article
- Mediating role of sleep duration in the association between problematic media use and sleep disturbance in children with neurodevelopmental disabilities.Irish journal of medical science · 2026Article
- Beyond Screen Time: Smartphone Dependency, Sleep Disruption, and Emotional Regulation Among Young Adults-A Cross-Sectional Web-Based Survey.Healthcare (Basel, Switzerland) · 2026Article
- Physical Activity-Sedentary Behaviour Profiles and Co-Occurring Lifestyle Behaviours Among Adolescents: A Person-Oriented Analysis.Nutrients · 2026Article
214 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Importance: Sleep is vital to children's biopsychosocial development. Inadequate sleep quantity and quality is a public health concern with an array of detrimental health outcomes. Portable mobile and media devices have become a ubiquitous part of children's lives and may affect their sleep duration and quality. Objective: To conduct a systematic review and meta-analysis to examine whether there is an association between portable screen-based media device (eg, cell phones and tablet devices) access or use in the sleep environment and sleep outcomes. Data Sources: A search strategy consisting of gray literature and 24 Medical Subject Headings was developed in Ovid MEDLINE and adapted for other databases between January 1, 2011, and June 15, 2015. Searches of the published literature were conducted across 12 databases. No language restriction was applied. Study Selection: The analysis included randomized clinical trials, cohort studies, and cross-sectional study designs. Inclusion criteria were studies of school-age children between 6 and 19 years. Exclusion criteria were studies of stationary exposures, such as televisions or desktop or personal computers, or studies investigating electromagnetic radiation. Data Extraction and Synthesis: Of 467 studies identified, 20 cross-sectional studies were assessed for methodological quality. Two reviewers independently extracted data. Main Outcomes and Measures: The primary outcomes were inadequate sleep quantity, poor sleep quality, and excessive daytime sleepiness, studied according to an a priori protocol. Results: Twenty studies were included, and their quality was assessed. The studies involved 125 198 children (mean [SD] age, 14.5 [2.2] years; 50.1% male). There was a strong and consistent association between bedtime media device use and inadequate sleep quantity (odds ratio [OR], 2.17; 95% CI, 1.42-3.32) (P < .001, I2 = 90%), poor sleep quality (OR, 1.46; 95% CI, 1.14-1.88) (P = .003, I2 = 76%), and excessive daytime sleepiness (OR, 2.72; 95% CI, 1.32-5.61) (P = .007, I2 = 50%). In addition, children who had access to (but did not use) media devices at night were more likely to have inadequate sleep quantity (OR, 1.79; 95% CI, 1.39-2.31) (P < .001, I2 = 64%), poor sleep quality (OR, 1.53; 95% CI, 1.11-2.10) (P = .009, I2 = 74%), and excessive daytime sleepiness (OR, 2.27; 95% CI, 1.54-3.35) (P < .001, I2 = 24%). Conclusions and Relevance: To date, this study is the first systematic review and meta-analysis of the association of access to and the use of media devices with sleep outcomes. Bedtime access to and use of a media device were significantly associated with the following: inadequate sleep quantity, poor sleep quality, and excessive daytime sleepiness. An integrated approach among teachers, health care professionals, and parents is required to minimize device access at bedtime, and future research is needed to evaluate the influence of the devices on sleep hygiene and outcomes.
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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.