ReviewDevelopmental cognitive neuroscience2018
Current, future and potential use of mobile and wearable technologies and social media data in the ABCD study to increase understanding of contributors to child health.
Review in Developmental cognitive neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers, 1 of them a synthesis 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
87 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Is the US Gender Gap in Depression Changing Over Time? A Meta-Regression.American journal of epidemiology · 2021Pooled it
- Physical Activity and Adolescent Brain Structure, Mental Health, and Academic Outcomes.JAMA network open · 2026Article
- Associations between prenatal alcohol exposure and parent-reported sleep disturbances in 10,336 adolescents: an Adolescent Brain Cognitive Development study.Journal of child psychology and psychiatry, and allied disciplines · 2026Article
- Increasing social media use trajectories are linked to greater eating disorder symptoms.Annals of epidemiology · 2026Article
- Associations of Fitbit measured physical activity and sedentary behavior with mental health in U.S. youth: a quantile regression analysis.Child and adolescent mental health · 2026Article
- The Relationship Between ADHD Symptom Severity and Sleep Disturbance Using Accelerometer and the Subjective Sleep Disturbance Scale.Journal of attention disorders · 2026Article
- Linking temporal dynamics of children's natural behavior to brain development.Developmental cognitive neuroscience · 2026Article
- Cardiac rhythm development: A wearable device index of risk for physical and mental illness in adolescence.medRxiv : the preprint server for health sciences · 2026Article
- Article
- Social Media Use Trajectories and Substance Use Experimentation: A Prospective Cohort Study.The American journal of psychiatry · 2026Article
- Sleep Health Dimensions From Wearables and Transdiagnostic Mental Health in Young Adolescents.JAMA pediatrics · 2026Article
- Associations of Screen Time and Physical Activity With Body Mass Index in Early Adolescence: A Prospective Cohort Study.Obesity (Silver Spring, Md.) · 2026Article
- Associations of adolescent social media use trajectories with spatial and verbal memory: a prospective cohort study.Lancet regional health. Americas · 2026Article
- Higher recreational screen time and lower step count are associated with higher cardiovascular disease risk in early adolescence.BMC public health · 2026Article
- Prospective associations between media parenting practices and adolescent video game use.World journal of pediatrics : WJP · 2026Article
- Neighborhood disadvantage and adolescent sleep health: a longitudinal population-based study.Lancet regional health. Americas · 2026Article
- Cannabis expectancies mediate the association between social media use and cannabis experimentation in early adolescents: A prospective cohort study.Drug and alcohol dependence · 2025Article
- Article
- Personalised modelling of routine variability and affective states.NPJ digital medicine · 2025Article
- The impact of physical activity on substance use experimentation and initiation among adolescents: Results from the ABCD Study® cohort.Drug and alcohol dependence reports · 2025Article
27 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
13 authors.
Funding
Abstract
Mobile and wearable technologies and novel methods of data collection are innovating health-related research. These technologies and methods allow for multi-system level capture of data across environmental, physiological, behavioral, and psychological domains. In the Adolescent Brain Cognitive Development (ABCD) Study, there is great potential for harnessing the acceptability, accessibility, and functionality of mobile and social technologies for in-vivo data capture to precisely measure factors, and interactions between factors, that contribute to childhood and adolescent neurodevelopment and psychosocial and health outcomes. Here we discuss advances in mobile and wearable technologies and methods of analysis of geospatial, ecologic, social network and behavioral data. Incorporating these technologies into the ABCD study will allow for interdisciplinary research on the effects of place, social interactions, environment, and substance use on health and developmental outcomes in children and adolescents.
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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.