Evidence mapPaperPMID 41210520Full record

ReviewInternet interventions2025

Adolescents' and youths' perceived barriers and facilitators to engaging with digital mental health interventions for depression and anxiety: A scoping review.

Vajisha Udayangi Wanniarachchi, Chris Greenhalgh, Jim Warren

Abstract readReview
In one paragraph

Review in Internet interventions, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Trial
  2. Article
  3. 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

3 authors.

Vajisha Udayangi WanniarachchiThe University of Auckland, Auckland, New Zealand.
Chris GreenhalghUniversity of Nottingham, Nottingham, United Kingdom.
Jim WarrenThe University of Auckland, Auckland, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Digital mental health interventions (DMHIs) can be effective for adolescents and young people experiencing depression and anxiety. However, maintaining engagement remains a persistent challenge. While internal factors such as interface design, interactivity and personalisation have been widely examined, less is known about how young people themselves perceive barriers and facilitators to engaging with these tools. This scoping review explores adolescents' and young people's perceived experiences of engagement with DMHIs. A systematic search in PubMed, Scopus and PsycInfo identified 37 studies that met the inclusion criteria. Analysis revealed a broad range of perceived facilitators, including accessibility, perceived usefulness, opportunities for social connection and supportive human involvement. Commonly reported barriers included stigma, privacy concerns, low motivation, lack of personalisation, technical difficulties and limited trust in the interventions. Notably, most studies reported these perceptions qualitatively, with limited systematic assessment of their impact on engagement. This highlights a gap in the evidence base and underscores the need for future research to quantify how perceived barriers and facilitators shape engagement and adherence. Addressing barriers while building on facilitators may enhance sustained engagement and improve the real-world effectiveness of DMHIs for adolescent mental health.

Indexed as

adolescentanxietydepressiondigital interventionsexternal influencesMental healthyouth

Identifiers

PMID41210520
PMCPMC12589884

What Socratic 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 Socratic graph.