Evidence map›Paper›PMID 40625792›Full record

ArticleLancet regional health. Americas2025

Cyberbullying, mental health, and substance use experimentation among early adolescents: a prospective cohort study.

Jason M Nagata, Joan Shim, Priyadharshini Balasubramanian, Alicia W Leong, Zacariah Smith-Russack, Iris Y Shao, Abubakr A A Al-Shoaibi, Christiane K Helmer, Kyle T Ganson, Alexander Testa and 5 more

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Engaging Medical Students in Adolescent Health Research: An Innovative Summer Rotation Model.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. 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

15 authors.

Jason M NagataDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Joan ShimDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Priyadharshini BalasubramanianDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Alicia W LeongDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Zacariah Smith-RussackDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Iris Y ShaoDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Abubakr A A Al-ShoaibiDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Christiane K HelmerDivision of Adolescent and Young Adult Medicine, Department of Pediatrics, University of California, San Francisco, CA, USA.
Kyle T GansonFactor-Inwentash Faculty of Social Work, University of Toronto, Toronto, ON, Canada.
Alexander TestaDepartment of Management, Policy and Community Health, University of Texas Health Science Center at Houston, Houston, TX, USA.
Orsolya KissCenter for Health Sciences, SRI International, Menlo Park, CA, USA.
Jinbo HeSchool of Humanities and Social Science, The Chinese University of Hong Kong, Longgang District, Shenzhen, China.
Allison K GrovesDepartment of Community Health and Prevention, Drexel University Dornsife School of Public Health, Philadelphia, PA, USA.
Sarah BairdDepartment of Global Health, Milken Institute School of Public Health, George Washington University, Washington, DC, USA.
Fiona C BakerCenter for Health Sciences, SRI International, Menlo Park, CA, USA.

Funding

Investigating relationships between problematic social media use and binge-eating disorder to inform precision guidance for adolescentsR01MH135492 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NAGATA, JASON M · 2023 to 2024
$1.0M
Informing national guidelines on adolescent and young adult physical activity and sedentary behavior to prevent cardiovascular diseaseK08HL159350 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NAGATA, JASON M · 2021 to 2025
$869k
NHLBI NIH HHS K08 HL159350NIMH NIH HHS R01 MH135492
6 · The paper itself

Abstract

Background: Although cyberbullying has been linked with adverse health outcomes, most prior studies have been cross-sectional, and there are limited large-scale, prospective analyses examining cyberbullying and mental health and substance use outcomes in early adolescents. Therefore, the aim of this study was to determine prospective associations between cyberbullying, mental health, and substance use experimentation one year later in a US national cohort of early adolescents (11-12 years old). Methods: We analyzed prospective cohort data from the Adolescent Brain Cognitive Development (ABCD) Study (Year 2, N = 9799). Linear and logistic regression analyses were used to determine associations between cyberbullying victimization (exposure variable, Year 2) and mental health (depressive, anxiety, attention, somatic, oppositional defiant, conduct problems, and suicidal behaviours), and substance (alcohol, nicotine, cannabis) use experimentation outcomes (Year 3), adjusting for sociodemographic variables and mental health outcomes, suicidal behaviours, or reported substance use experimentation at Year 2. Findings: The total analysed sample comprised 9799 who were 48.4% female and racially/ethnically diverse (45.1% non-White). 8.7% reported lifetime cyberbullying victimization. Cyberbullying victimization was prospectively associated with higher depressive (β = 0.61, 95% CI 0.02-1.19), somatic (β = 1.00, 95% CI 0.42-1.57), and attention problems (β = 0.52, 95% CI 0.03-1.00), as well as suicidal behaviors (adjusted odds ratio [AOR] 2.62, 95% CI 1.73-3.98) one year later. Cyberbullying victimization was prospectively associated with higher odds of alcohol (AOR 1.98, 95% CI 1.53-2.57), nicotine (AOR 3.37, 95% 2.16-5.26), and cannabis (AOR 4.65, 95% 2.46-8.77) experimentation one year later. While cyberbullying victimization was associated with anxiety, oppositional defiant, and conduct problems in the unadjusted model, this was no longer significant after adjusting for covariates. Interpretation: Given associations with poor mental health and substance use in early adolescents, it is important to develop interventions to prevent and reduce cyberbullying. Pediatricians, parents, and educators can provide mental health support for early adolescent victims of cyberbullying. Funding: This research was supported by the Bill and Melinda Gates Foundation (INV-048897). J.M.N. was funded by the National Institutes of Health (K08HL159350 and R01MH135492) and the Doris Duke Charitable Foundation (2022056).

Indexed as

AdolescentsCyberbullyingMental healthSocial mediaSubstance useSuicideVictimization

Identifiers

PMID40625792
PMCPMC12230417

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.