SynthesisJournal of medical Internet research2022
Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores.
Synthesis in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis 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
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Could the use of web-based applications assist in neuropsychiatric treatment? An umbrella review.BMC psychology · 2025Pooled it
- Effectiveness and uptake of ROOM to grow: Results of a Randomized Controlled Trial.Internet interventions · 2026Article
- Digital psychotherapeutic interventions to reduce dermatological symptom burden: Development and testing of MindMySkin.JAAD international · 2026Article
- Patient and Care Team Perspectives of Barriers to and Facilitators for the Implementation of a Digital Health Program for Depression in Primary Care: Qualitative Study.Journal of medical Internet research · 2026Article
- Traditional physical exercise and depression in older adults: the mediating role of interoceptive awareness and the moderating effect of perceived stress.Frontiers in public health · 2026Article
- Authors' Reply: Methodological Considerations in Evaluating Mental Health Apps: Ensuring Reliability and Patient Safety.JMIR mHealth and uHealth · 2025Article
- Requirements and Concerns of Individuals Remitted From Depression for an Early Relapse Detection mHealth App: Focus Group Study.JMIR mHealth and uHealth · 2025Article
- Examining State Affective and Cognitive Outcomes Following Brief Mobile Phone-Based Training Sessions to Reduce Anxious Interpretations.Cognitive therapy and research · 2025Article
- mHealth-Augmented Care for Reducing Depression Symptom Severity Among Patients With Chronic Pain: Exploratory, Retrospective Cohort Study.JMIR mHealth and uHealth · 2025Article
- Effectiveness of family support-based companion video sharing to improve depression in perinatal maternity: a randomized controlled trial study protocol.Frontiers in psychiatry · 2025Article
- High Interest in the Use of mHealth Platform for HIV Prevention among Men Who Have Sex with Men in Nepal.Journal of community health · 2024Article
- Depressive symptoms are not associated with clinically important levels of digital home blood pressure in the electronic Framingham Heart Study.Cardiovascular digital health journal · 2024Article
- Association of Digital Engagement With Relaxation Tools and Stress Level Reduction: Retrospective Cohort Study.JMIR formative research · 2024Article
- Promoting mental health in the workplace: web software development and validation.Revista latino-americana de enfermagem · 2024Article
- Specifying the Efficacy of Digital Therapeutic Tools for Depression and Anxiety: Retrospective, 2-Cohort, Real-World Analysis.Journal of medical Internet research · 2023Article
- Using science as a differentiator in a crowded digital mental health market.Frontiers in digital health · 2023Article
- Assessment of Mental Health Services Available Through Smartphone Apps.JAMA network open · 2022Article
- Mental Health Mobile Apps in the French App Store: Assessment Study of Functionality and Quality.JMIR mHealth and uHealth · 2022Article
- A Digital Peer Support Platform to Translate Web-Based Peer Support for Emerging Adult Mental Well-being: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2022Article
- Arabic Mental Health Apps: A Narrative Review of Therapeutic and Engagement Features.Saudi journal of medicine & medical sciencesArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundMobile health (mHealth) platforms show promise in the management of mental health conditions such as anxiety and depression. This has resulted in an abundance of mHealth platforms available for research or commercial use.
objectiveThe objective of this review is to characterize the current state of mHealth platforms designed for anxiety or depression that are available for research, commercial use, or both.
methodsA systematic review was conducted using a two-pronged approach: searching relevant literature with prespecified search terms to identify platforms in published research and simultaneously searching 2 major app stores-Google Play Store and Apple App Store-to identify commercially available platforms. Key characteristics of the mHealth platforms were synthesized, such as platform name, targeted condition, targeted group, purpose, technology type, intervention type, commercial availability, and regulatory information.
resultsThe literature and app store searches yielded 169 and 179 mHealth platforms, respectively. Most platforms developed for research purposes were designed for depression (116/169, 68.6%), whereas the app store search reported a higher number of platforms developed for anxiety (Android: 58/179, 32.4%; iOS: 27/179, 15.1%). The most common purpose of platforms in both searches was treatment (literature search: 122/169, 72.2%; app store search: 129/179, 72.1%). With regard to the types of intervention, cognitive behavioral therapy and referral to care or counseling emerged as the most popular options offered by the platforms identified in the literature and app store searches, respectively. Most platforms from both searches did not have a specific target age group. In addition, most platforms found in app stores lacked clinical and real-world evidence, and a small number of platforms found in the published research were available commercially.
conclusionsA considerable number of mHealth platforms designed for anxiety or depression are available for research, commercial use, or both. The characteristics of these mHealth platforms greatly vary. Future efforts should focus on assessing the quality-utility, safety, and effectiveness-of the existing platforms and providing developers, from both commercial and research sectors, a reporting guideline for their platform description and a regulatory framework to facilitate the development, validation, and deployment of effective mHealth platforms.
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.