ArticleJAMA network open2023
Shared Genetic Risk in the Association of Screen Time With Psychiatric Problems in Children.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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.
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Who cites it
20 citing papers in PubMed, 24 citations in OpenAlex.
- Recreational screen use and internalizing problems from preadolescence to young adulthood in a longitudinal twin cohort with co-twin comparison.Nature human behaviour · 2026Article
- The reporting and handling of missing data in genetic epidemiological studies of mental health in childhood and adolescence: A systematic review.JCPP advances · 2026Article
- Digital Screen Time and Mental Health Difficulties Among Preschool Children in Western China: Cross-Sectional Study.Journal of medical Internet research · 2026Article
- The Relationship Between ADHD Symptom Severity and Sleep Disturbance Using Accelerometer and the Subjective Sleep Disturbance Scale.Journal of attention disorders · 2026Article
- Genetically Informed Research Designs in Perinatal Pharmacoepidemiology: A Methodological Overview.Drug safety · 2026Review
- The Roles of Delayed Cortical Maturation and Lower Anticipatory Reward Activation in Predicting Addictive Screen Use in Youth.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Exploring genetic confounding of the associations between screen time and depressive symptoms in adolescence and early adulthood.International journal of epidemiology · 2026Article
- Physical-Digital and social-nonsocial extracurricular engagement: differential effects on brain development and psychological outcomes in children.Translational psychiatry · 2026Article
- What we have learned about adolescent mental health and where we are going after a decade with the Adolescent Brain Cognitive Development Study.Developmental cognitive neuroscience · 2026Review
- Association of screen time with attention-deficit/hyperactivity disorder symptoms and their development: the mediating role of brain structure.Translational psychiatry · 2025Article
- Genome-wide analysis of screen behaviors among adolescents identifies novel loci and overlap with educational attainment and mental disorders.Scientific reports · 2025Article
- Impact of screen exposure during pediatric ages including multifaceted aggravating factors: a literature review.Clinical and experimental pediatrics · 2025Article
- Recreational Screen Use and Internalizing Problems from Preadolescence to Young Adulthood: A population-based Cohort and Co-Twin Control Study.Research square · 2025Article
- Genetic Etiology Link to Brain Function Underlying ADHD Symptoms and its Interaction with Sleep Disturbance: An ABCD Study.Neuroscience bulletin · 2025Article
- Genetic predisposition to digital device use and the risk of five psychiatric disorders.Frontiers in psychiatry · 2025Article
- Association between screen time and depressive and anxiety symptoms among Chinese adolescents.Frontiers in psychiatry · 2025Article
- A Genetically Informed Study of Digital screen time, Video game play, and Impulsivity in Established Adulthood.Computers in human behavior · 2024Article
- Influence of maternal and infant technology use and other family factors on infant development.BMC pediatrics · 2024Article
- Cerebrospinal and Brain Proteins Implicated in Neuropsychiatric and Risk Factor Traits: Evidence from Mendelian Randomization.Biomedicines · 2024Article
- Commentary: Relationships between screen time and childhood attention deficit hyperactivity disorder: a Mendelian randomization study.Frontiers in psychiatry · 2024Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
Importance: Children's exposure to screen time has been associated with poor mental health outcomes, yet the role of genetic factors remains largely unknown. Objective: To assess the extent of genetic confounding in the associations between screen time and attention problems or internalizing problems in preadolescent children. Design, Setting, and Participants: This cohort study analyzed data obtained between 2016 and 2019 from the Adolescent Brain Cognitive Development Study at 21 sites in the US. The sample included children aged 9 to 11 years of genetically assigned European ancestry with self-reported screen time. Data were analyzed between November 2021 and September 2023. Exposure: Child-reported daily screen time (in hours) was ascertained from questionnaires completed by the children at baseline. Main Outcomes and Measures: Child psychiatric problems, specifically attention and internalizing problems, were measured with the parent-completed Achenbach Child Behavior Checklist at the 1-year follow-up. Genetic sensitivity analyses model (Gsens) was used, which incorporated polygenic risk scores (PRSs) of both exposure and outcomes as well as either single-nucleotide variant (SNV; formerly single-nucleotide polymorphism)-based heritability or twin-based heritability to estimate genetic confounding. Results: The 4262 children in the sample included 2269 males (53.2%) with a mean (SD) age of 9.9 (0.6) years. Child screen time was associated with attention problems (β = 0.10 SD; 95% CI, 0.07-0.13 SD) and internalizing problems (β = 0.03 SD; 95% CI, 0.003-0.06 SD). The television time PRS was associated with child screen time (β = 0.18 SD; 95% CI, 0.14-0.23 SD), the attention-deficit/hyperactivity disorder PRS was associated with attention problems (β = 0.13 SD; 95% CI, 0.10-0.16 SD), and the depression PRS was associated with internalizing problems (β = 0.10 SD; 95% CI, 0.07-0.13 SD). These PRSs were associated with cross-traits, suggesting genetic confounding. Estimates using PRSs and SNV-based heritability showed that genetic confounding accounted for most of the association between child screen time and attention problems and for 42.7% of the association between child screen time and internalizing problems. When PRSs and twin-based heritability estimates were used, genetic confounding fully explained both associations. Conclusions and Relevance: Results of this study suggest that genetic confounding may explain a substantial part of the associations between child screen time and psychiatric problems. Genetic confounding should be considered in sociobehavioral studies of modifiable factors for youth mental health.
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