Evidence map›Paper›PMID 41367959›Full record

ArticleJAACAP open2025

Prospective Predictors of Adolescent Screen Time and Problematic Screen Use.

Beatrice A Grund, Monica Luciana

Abstract read
In one paragraph

Article in JAACAP open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Associations between social media and crystallized and fluid performance trajectories in early adolescence.Journal of research on adolescence : the official journal of the Society for Research on Adolescence · 2025
    Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Beatrice A GrundUniversity of Minnesota, Minneapolis, Minnesota.
Monica LucianaUniversity of Minnesota, Minneapolis, Minnesota.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Adolescent digital media use is highly prevalent. However, potential harms are unclear, as prospective studies of outcomes of screen-naïve youth are sparse. This study assessed whether individual differences in 4 domains relevant to addiction, measured in late childhood, prospectively predicted average daily hours of screen time (ST) and problematic screen use (PSU), defined as screen use that is compulsive and distressing, of 3 screen activities in mid-adolescence. Method: Youth (N = 4,754) with available data at the baseline and year 4 waves of the Adolescent Brain Cognitive Development℠ (ABCD) Study (data release 5.1) were included. Independent linear mixed-effects regression models tested whether facets of impulsivity, motivation, psychopathology, and cognitive ability at ages 9 to 10, when screen use was minimal, predicted ST and PSU of video games, social media, and smartphones at ages 12 to 15, controlling for demographics and nesting participants within families and study sites. Results: ST in mid-adolescence was positively predicted by baseline urgency, a facet of impulsivity, as well as reward sensitivity and externalizing. ST was negatively predicted by cognitive ability. Across all measured screen activities, PSU at ages 12 to 15 was positively predicted by urgency and punishment sensitivity, but not by cognitive abilities. PSU of video games and smartphones was predicted by externalizing. In mid-adolescence, ST and PSU of video games was predicted by internalizing. Conclusion: Engaging with digital media for many hours each day does not necessarily imply problematic use. Problematic screen use in mid-adolescence appears uniquely predicted by traits related to anxious distress. Comparisons with other addictive behaviors are discussed. Clinical guidance: • Routinely assess the healthiness of young patients' screen use behaviors in mental health contexts.• Initiate open-ended conversations with child and adolescent patients about their feelings about screen media.• Encourage parents of adolescents to consider monitoring the screen use of their children, especially children with pre-existing mental health challenges.

Indexed as

addictiondigital mediaimpulsivitymotivationpsychopathology

Identifiers

PMID41367959
PMCPMC12684653

What OpenQuestion holds

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Registered trials

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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.