ReviewFrontiers in psychiatry2019
The Digital Psychiatrist: In Search of Evidence-Based Apps for Anxiety and Depression.
Review in Frontiers in psychiatry, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 6 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
44 citing papers in PubMed, 6 syntheses or guidelines pooled it, 114 citations in OpenAlex.
- Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review.European child & adolescent psychiatry · 2025Pooled it
- Effectiveness of evidence based mental health apps on user health outcome: A systematic literature review.PloS one · 2025Pooled it
- A systematic review of features and content quality of Arabic mental mHealth apps.Frontiers in digital health · 2024Pooled it
- Mobile health in the specific management of first-episode psychosis: a systematic literature review.Frontiers in psychiatry · 2023Pooled it
- Post-pandemic stress of COVID-19 among high-risk groups: A systematic review and meta-analysis.Journal of affective disorders · 2022Pooled it
- Efficacy of Smartphone Apps in Patients With Depressive Disorders: A Systematic Review.Frontiers in psychiatry · 2022Pooled it
- Efficacy of a Self-Guided Transdiagnostic Intervention for Adults With Anxiety and Depression: Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- A WHO digital intervention to address depression among young Chinese adults: a type 1 effectiveness-implementation randomized controlled trial.Translational psychiatry · 2024Trial
- Reducing the 'Silence Between Sessions': A Qualitative Study on Youth and Professionals' Perspectives on Digital Tools for Suicide Prevention.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Delivering real-time support for self-injury: A systematic review on ecological momentary interventions.Internet interventions · 2025Review
- A Study on the Quality of Patient-Centred Endometriosis Mobile Applications: Analysis and Future Prospects.Obstetrics and gynecology international · 2025Article
- Leveraging Personal Technologies in the Treatment of Schizophrenia Spectrum Disorders: Scoping Review.JMIR mental health · 2024Article
- Article
- A shot in the dark: the impact of online visibility on the search for an effective sleep app.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024Review
- Article
- A mixed methods analysis of existing assessment and evaluation tools (AETs) for mental health applications.Frontiers in public health · 2024Article
- Developing Suicide Prevention Tools in the Context of Digital Peer Support: Qualitative Analysis of a Workshop With Multidisciplinary Stakeholders.JMIR formative research · 2023Article
- Understanding Mobile Health and Youth Mental Health: Scoping Review.JMIR mHealth and uHealth · 2023Article
- Assessment of App Store Description and Privacy Policy to Explore Ethical and Safety Concerns Associated with the Use of Mental Health Apps for Depression.Indian journal of psychological medicine · 2023Article
- Female youth and mental health service providers' perspectives on the JoyPop™ app: a qualitative study.Frontiers in digital health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
One of the biggest growth areas in e-mental health resources has been the development and use of mobile mental health apps for smartphones and tablet devices. Such apps are being downloaded at increasing rates, but there have been questions about their efficacy and the research methodologies used to examine this. A review of the major app marketplaces, the Apple App Store and Google Play store, was conducted to locate apps claiming to offer a therapeutic treatment for depression and/or anxiety, and have research evidence for their effectiveness, according to their app store descriptions. App store descriptions were also analyzed to determine whether the app had been developed with mental health expert input; whether they had been developed in association with a government body, academic institution, or medical facility; and, whether or not they were free to download. Overall, 3.41% of apps had research to justify their claims of effectiveness, with the majority of that research undertaken by those involved in the development of the app. Other results indicated that 30.38% of shortlisted apps claimed to have expert development input; 20.48% had an affiliation with a government body, academic institution, or medical facility; and, 74.06% were free to download. Future research must consider other methodologies that may facilitate more research being completed on a greater number of apps, and future development needs to incorporate greater levels of input by mental health experts. Ways in which app stores could play a key role in encouraging more scientific research into the effectiveness of the mental health apps they sell are discussed.
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.