ArticleBMC public health2021
Screen time duration and timing: effects on obesity, physical activity, dry eyes, and learning ability in elementary school children.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 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
34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 101 citations in OpenAlex.
- Review Article: The effectiveness of school-based interventions for reducing screen time - a systematic review and meta-analysis.Child and adolescent mental health · 2025Pooled it
- 24-h Movement Guidelines and Overweight and Obesity Indicators in Toddlers, Children and Adolescents: A Systematic Review and Meta-Analysis.Sports medicine - open · 2023Pooled it
- TFOS lifestyle: Impact of societal challenges on the ocular surface.The ocular surface · 2023Pooled it
- Criterion and Convergent Validity of Youth Physical Activity and Sedentary Behavior Questionnaires in School Settings: A Systematic Review of Current Evidence and Future Perspectives.Children (Basel, Switzerland) · 2026Review
- Article
- Association between dry eye and myopia in schoolchildren: current evidence and possible mechanisms.Frontiers in medicine · 2026Review
- Screen Time as a Determinant of Chosen Aspects of Lifestyle: A Cross-Sectional Study of 10- to 12-Year-Old Schoolchildren in Poland.Nutrients · 2025Article
- Shedding light on pharmacoepidemiology of eye diseases: a cohort study in Western Iran.Scientific reports · 2025Article
- Effect of Physical Activity Participation on Lifestyle Habits and School Life Among Korean Children.Children (Basel, Switzerland) · 2025Article
- Article
- Impact of the COVID-19 Pandemic on Children's Physical Activity As Perceived by Their Parents.Cureus · 2025Article
- Predictive analysis of dry eye diagnosis and digital screen usage: a cross-sectional study.International journal of ophthalmology · 2025Article
- Screen use in children - two sides of the coin: a critical narrative review.Dementia & neuropsychologia · 2025Review
- The Impact of Digital Devices on Children's Health: A Systematic Literature Review.Journal of functional morphology and kinesiology · 2024Review
- Screen time and obesity prevalence in adolescents: an isotemporal substitution analysis.BMC public health · 2024Article
- Association between insulin-like growth factor-1 and ocular surface parameters in obese prepubertal boys.European journal of pediatrics · 2024Article
- Association of Night Snacking and Screen Time on Sleep Behavior in Japanese Toddlers: A Cross-Sectional Study.Children (Basel, Switzerland) · 2024Article
- Association between Screen Time and Sociodemographic Factors, Physical Activity, and BMI among Children in Six European Countries (Feel4Diabetes): A Cross-Sectional Study.Children (Basel, Switzerland) · 2024Article
- Nocturnal Smartphone Use Affects Sleep Quality and Cognitive and Physical Performance in Tunisian School-Age Children.European journal of investigation in health, psychology and education · 2024Article
- Can leisure education effect on screen time and perceived leisure benefits for college students?Frontiers in psychology · 2024Article
Corrections and comments
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Authors and funding
10 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAs internet use becomes more widespread, the screen time (ST) of elementary school students increases yearly. It is known that longer durations of ST can affect obesity, physical activity, dry eye disease, and learning ability. However, the effects of ST just before bedtime have not been clarified. Therefore, we examined ST duration and timing effects on elementary school children.
methodsWe conducted a survey of 7419 elementary school students in Tokyo, Japan using a questionnaire on food education. ST duration and timing (just before bedtime) served as the explanatory variables, and the relationship between obesity, physical activity, dry eyes, and learning ability was analyzed using logistic regression analysis. Gender, school year, height, and weight were considered confounding factors. First, we examined whether ST duration and timing were related to each objective variable, using a univariate model to examine all variables. Thereafter, we performed multivariate logistic regression analyses for all variables showing a significant difference in the univariate models.
resultsA significant association was observed between ST duration and obesity, physical activity, and academic performance, indicating that a longer ST duration may lead to obesity, decreased physical activity, and decreased academic performance. ST timing was associated with obesity, dry eyes, and academic performance, and ST immediately before bedtime contributed to obesity, dry eyes, and reduced academic performance. Furthermore, the results of investigating the combined effect of ST duration and timing (immediately before bedtime) on these factors revealed that ST timing has a greater effect on dry eyes, and ST duration has a greater effect on academic performance.
conclusionOur findings indicate that ST in school children is related to obesity, physical activity, dry eyes, and learning ability, and they suggest that not only the duration but also the timing of ST is important.
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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.