Evidence map›Paper›PMID 36204674›Full record

ArticleInternet interventions2022

Social media-based interventions for adolescent and young adult mental health: A scoping review.

Kaylee Payne Kruzan, Kofoworola D A Williams, Jonah Meyerhoff, Dong Whi Yoo, Linda C O'Dwyer, Munmun De Choudhury, David C Mohr

Open access · goldAbstract readScoping Review
In one paragraph

Article in Internet interventions, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 4 pooled it
8.8field-weighted citation impact, top 1% of its field
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

36 citing papers in PubMed, 4 syntheses or guidelines pooled it, 65 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Evaluation of a Community-Based Social Media Campaign for HIV Prevention Among Latino Sexual Minority Men.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  7. Review
  8. The use of social media interventions for breast cancer survivors: a narrative review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Review
  9. Article
  10. Article
  11. Article
  12. Review
  13. Article
  14. Co-Creation and Validation of a Social Media Resource for Mental Health Literacy Among Spanish Adolescents.Health expectations : an international journal of public participation in health care and health policy · 2025
    Article
  15. A Double-Edged Sword Perspective on Young Australians' Use of Social Media: A Structured Narrative Review.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2025
    Review
  16. Article
  17. Review
  18. Article
  19. Article
  20. Review
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

7 authors at 2 institutions in 1 country.

Kaylee Payne KruzanCenter for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, 750 N. Lakeshore Drive, Chicago, IL 60611, USA.
Kofoworola D A WilliamsCenter for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, 750 N. Lakeshore Drive, Chicago, IL 60611, USA.
Jonah MeyerhoffCenter for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, 750 N. Lakeshore Drive, Chicago, IL 60611, USA.
Dong Whi YooSchool of Interactive Computing, Georgia Institute of Technology, 85 5th St NW, Atlanta, GA 30308, USA.
Linda C O'DwyerCenter for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, 750 N. Lakeshore Drive, Chicago, IL 60611, USA.
Munmun De ChoudhurySchool of Interactive Computing, Georgia Institute of Technology, 85 5th St NW, Atlanta, GA 30308, USA.
David C MohrCenter for Behavioral Intervention Technologies, Feinberg School of Medicine, Northwestern University, 750 N. Lakeshore Drive, Chicago, IL 60611, USA.
Northwestern University · USGeorgia Institute of Technology · US

Funding

Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Technology Enabled Services for Coordinated Care of Depression in Healthcare SettingsP50MH119029 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI DAVID CURTIS MOHR, Jessica Lee Schleider · 2020 to 2026
$10.7M
Leveraging Social Media Data and Machine Learning to Optimize Treatment Paradigms for Youth with SchizophreniaR01MH117172 · NIMH · GEORGIA INSTITUTE OF TECHNOLOGY · PI DE CHOUDHURY, MUNMUN · 2019 to 2022
$2.6M
Multidisciplinary Training Program in Digital Mental HealthT32MH115882 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Darren Gergle, DAVID CURTIS MOHR · 2018 to 2026
$2.4M
Digital Mental Health Intervention for Nonsuicidal Self-Injury in Young AdultsR34MH128410 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KRUZAN, KAYLEE PAYNE, MOHR, DAVID CURTIS · 2022 to 2024
$720k
Digital Mental Health Service for Non-Treatment Seeking Young AdultsR34MH124960 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MEYERHOFF, JONAH, MOHR, DAVID CURTIS · 2021 to 2023
$641k
NCATS NIH HHS UL1 TR001422NIMH NIH HHS P50 MH119029NIMH NIH HHS R01 MH117172NIMH NIH HHS R34 MH124960NIMH NIH HHS T32 MH115882
6 · The paper itself

Abstract

Background: Mental health conditions are common among adolescents and young adults, yet few receive adequate mental health treatment. Many young people seek support and information online through social media, and report preferences for digital interventions. Thus, digital interventions deployed through social media have promise to reach a population not yet engaged in treatment, and at risk of worsening symptoms. Objective: In this scoping review, we aimed to identify and review empirical research on social media-based interventions aimed at improving adolescent and young adult mental health. A secondary objective was to identify the features and functionalities of platforms described as social media. Methods: Adhering to the PRISMA-ScR guidelines for scoping reviews, the search was conducted in PubMed MEDLINE; Embase Central Register of Controlled Trials (Wiley); PsycINFO (Ebsco); Scopus; Web of Science; IEEE Xplore; ACM Digital Library; and ClinicalTrials.gov from inception until November 2021. Studies were included if they involved adolescents or young adults (10-26 years of age) that meet clinical, or subclinical, levels of a mental health condition and include a pre- and post-assessment of mental health outcomes. Results: Among the 18,380 references identified, 15 met full inclusion criteria and were published between 2017 and 2021-this included four randomized controlled trials, seven non-randomized pre-post trials, and four were experimental or quasi-experimental designs. Just five studies were delivered through an existing social media site (Facebook or Pixtori), with the remainder focused on purpose-built networks. Three studies involved adolescents or young adults who self-reported a mental health condition, seven involved young people diagnosed with a mental health condition by a clinician or who scored above a clinical threshold on valid clinical measure, three involved college students without a mental health inclusion criterion, and two studies focused on young people with a cancer diagnosis. Conclusions: The review highlights innovations in the delivery of mental health interventions, provides preliminary evidence of the ability of social media interventions to improve mental health outcomes, and underscores the need for, and merit of, future work in this area. We discuss opportunities and challenges for future research, including the potential to leveragei existing peer networks, the use of just-in-time interventions, and scaling interventions to meet need.

Indexed as

AdolescentInterventionMental healthSocial mediaSocial networkingYoung adult

Identifiers

PMID36204674
PMCPMC9530477
OpenAlexW4297328641

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.