Evidence map›Paper›PMID 41408620›Full record

ArticleBMC public health2025

Adolescent screen time, anxiety/depression, and alcohol/e-cigarette use: evidence from the ABCD study.

Maria A Parker, Moriah R Harton, Paola P Mattey-Mora, Joanna M Streck

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Maria A ParkerIndiana University Bloomington, School of Public Health, Department of Epidemiology and Biostatistics, Bloomington, IN, USA. map2@iu.edu.ORCID http://orcid.org/0000-0002-9763-1129
Moriah R HartonIndiana University Bloomington, School of Public Health, Department of Epidemiology and Biostatistics, Bloomington, IN, USA.ORCID http://orcid.org/0000-0002-9701-9626
Paola P Mattey-MoraDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID http://orcid.org/0000-0003-1499-7422
Joanna M StreckTobacco Research and Treatment Center, Division of General Internal Medicine Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.ORCID http://orcid.org/0000-0002-7842-9080

Funding

Career Development Program in Substance Use and Addiction MedicineK12DA043490 · NIDA · MASSACHUSETTS GENERAL HOSPITAL · PI A EDEN EVINS, NANCY A RIGOTTI · 2017 to 2026
$4.7M
NIDA NIH HHS K12 DA043490
6 · The paper itself

Abstract

backgroundAdolescents are spending more time on screens, which has been associated with anxiety, depression, and increased substance use, especially through social media. This study aimed to examine the prospective relationship between screen time and anxiety/depression and the moderating effect of alcohol/e-cigarette use.

methodsData were drawn from the Adolescent Brain and Cognitive Development (ABCD) study, with participants aged 9–10 at baseline (n = 9,474). This cohort study analyzed longitudinal data collected between 2016 and 2022. Parents completed the Child Behavior Checklist (CBCL), which assessed anxiety/depression at the year 3 follow-up. Group-based trajectory models identified screen time/social media patterns, and multivariable linear models examined anxiety/depression, including an interaction term for alcohol/e-cigarette use.

resultsFour groups of screen time were identified. Higher screen time groups showed higher anxiety and depression (p ≤ 0.001) compared to the persistent low screen time group. Five groups of social media use were identified. The gradual increase to moderate time on social media group showed lower anxiety (p = 0.031) but similar depression t-scores compared to the largest group with persistent low use of social media. In contrast, the other three groups with high time spent on social media by the end of the study had similar anxiety but higher depression t-scores relative to the largest group (p ≤ 0.014). Alcohol/e-cigarette use did not moderate these relationships. DISCUSSION: Higher screen time was associated with higher anxiety and depression, while moderate social media use was associated with lower anxiety. High social media use was associated with higher depression. These findings highlight nuanced mental health impacts of screen behaviors as well as the need for public health strategies that emphasize moderation and promote balanced screen behaviors.

Indexed as

AnxietyDepressionElectronic Nicotine Delivery SystemsScreen TimeAdolescentChildDigital MediaFemaleHumansLongitudinal StudiesMaleMedia ExposureProspective StudiesSocial MediaAdolescentsAnxietyDepressionGroup-based trajectory modelingScreen timeSocial media

Identifiers

PMID41408620
PMCPMC12822157

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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.