ArticleInternational journal of environmental research and public health2022
Evaluation of the Use of Digital Mental Health Platforms and Interventions: Scoping Review.
Article in International journal of environmental research and public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 4 of them syntheses that pooled 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.
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.
Who cites it
33 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior-Informed Systematic Review.JMIR mental health · 2026Pooled it
- Healthcare professionals' perspectives and/or experiences of digital mental health tools in clinical practice: a systematic review and thematic synthesis.Frontiers in psychiatry · 2026Pooled it
- Efficacy of internet-based interventions to reduce suicidal ideation: a systematic review and meta-analysis.BMC psychiatry · 2025Pooled it
- Digital Mental Health Interventions for University Students With Mental Health Difficulties: A Systematic Review and Meta-Analysis.Early intervention in psychiatry · 2025Pooled it
- Emerging Adults' Experiences of Digital Measurement-Based Care in Routine Mental Health Care: Qualitative Study and Conceptual Synthesis.JMIR formative research · 2026Article
- Parent and Adolescent Preferences for Online Youth Mental Health Support Programs: A Discrete Choice Experiment.The patient · 2026Article
- Loneliness From the Digital Mental Health Practitioners' Perspective: Thematic Analysis of Semistructured Interviews.JMIR formative research · 2026Article
- A paradox of readiness?: diagnosing strategic implementation gaps for digital mental health in Lagos, Nigeria.International health · 2026Article
- Behavioral intentions toward a mobile mental health screening and support tool suite for healthcare professionals in Ethiopia.BMC health services research · 2026Article
- Designing and Evaluating Digital Mental Health Interventions: Scoping Review.JMIR mental health · 2026Article
- Designing a Culturally Adapted Perioperative Mental Health Intervention for Older Black Male Surgical Patients: A Community-Based Participatory Study.The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2026Article
- Digital mental health needs a purpose-driven approach.Nature human behaviour · 2026Review
- Article
- With confidence comes success: an exploration of high school students' mental health education from the perspective of self-efficacy theory.Frontiers in psychology · 2026Article
- Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions.Internet interventions · 2025Review
- Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review.Journal of medical Internet research · 2025Article
- Facilitators and Barriers to Digital Mental Health Interventions for Depression, Anxiety, and Stress in Adolescents and Young Adults: Scoping Review.Journal of medical Internet research · 2025Article
- A national evaluation of a multi-modal, blended, digital intervention integrated within Australian youth mental health services.Acta psychiatrica Scandinavica · 2025Article
- Exploring the psychological effects of war on indirectly affected groups: a cross-sectional study on residents of Jordan.BMC psychiatry · 2025Article
- Getting help early: An online mental health self-assessment tool for young people.Clinical child psychology and psychiatry · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe increasing use of digital mental health (DMH) platforms and digital mental health interventions (DMHIs) is hindered by uncertainty over effectiveness, quality and usability. There is a need to identify the types of available evidence in this domain.
aimThis study is a scoping review identifying evaluation of the (1) DMH platform/s used; and (2) DMHI/s applied on the DMH platform/s.
methodsThe Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guided the review process. Empirical studies that focused on evaluation of the use and application of DMH platforms were included from journal articles (published 2012-2022). A literature search was conducted using four electronic databases (Scopus, ScienceDirect, Sage and ACM Digital Library) and two search engines (PubMed and Google Scholar).
resultsA total of 6874 nonduplicate records were identified, of which 144 were analyzed and 22 met the inclusion criteria. The review included general/unspecified mental health and/or suicidality indications (
conclusionThe empirical research demonstrates the feasibility of DMH platforms and DMHIs. To date, there is mostly heterogeneous, preliminary evidence for their effectiveness, quality and usability. However, a scalable DMHI reported effectiveness in treating adults' anxiety and depression. The scope of effectiveness may be widened through targeted strategies, for example by engaging independent young people.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.