SynthesisJournal of medical Internet research2024
The Acceptability, Engagement, and Feasibility of Mental Health Apps for Marginalized and Underserved Young People: Systematic Review and Qualitative Study.
Synthesis in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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
35 citing papers in PubMed.
- A Self-Guided App-Based Mindfulness Intervention for Racially and Ethnically Minoritized Individuals Who Experience Discrimination-Related Mental Health Symptoms: Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- Efficacy of a digital mental health program for university students: A randomized controlled trial comparing online and hybrid delivery.Internet interventions · 2026Article
- Designing for all: A scoping review and critical analysis on how digital mental health interventions serve (or fail) diverse women.Internet interventions · 2026Review
- A Randomized Clinical Trial of the Acceptability and Preliminary Effectiveness of an Online CBT Platform in Diverse Youth.Brain sciences · 2026Article
- Piloting a Digital App Based on the Friendship Bench for Depression and Anxiety in Palestine: Mixed Methods Study.JMIR mental health · 2026Article
- Digital citizenship for health: Mapping and evaluation of existing platforms supporting digital, health, and civic literacy among young people.PLOS digital health · 2026Article
- Implementation and effectiveness of the web‑based skills training START NOW in adolescents in residential youth care: a cluster randomized controlled trial.Child and adolescent psychiatry and mental health · 2026Article
- Virtual Reality-Based Social Musical Exergame Guided by Self-Determination Theory for Young Adults With Depression and Anxiety: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2026Article
- Clinicians' provision of a self-guided digital mental health intervention to adolescents with depressive symptoms at preventive health visits in California.Preventive medicine reports · 2026Article
- Acceptability of an e-mental health self-help intervention aiming to improve psychological distress among persons experiencing unstable housing in France.BMC public health · 2026Article
- Development and Formative Usability Evaluation of a Theory-Driven Progressive Web Application for Young Adult Wellness Engagement (MiCARE): Protocol for a Mixed Methods Study.JMIR research protocols · 2026Article
- Quality of life in older adults with urinary incontinence and its impact on the stigma-care needs network: latent profile and network analysis.BMC geriatrics · 2026Article
- Assessment of Lifestyle and Dietary Patterns Among Students at the University of Human Development in Sulaimani City: A Cross-Sectional Study 2025-2026.Health science reports · 2026Article
- Skepticism and excitement when co-designing just-in-time mental health apps with minoritized youth.Internet interventions · 2026Article
- Enhancing care in alcohol-associated liver disease through peer support for alcohol use disorder.Hepatology communications · 2026Review
- Gender and common mental disorders: A perspective from India.World journal of psychiatry · 2026Review
- Joint Adaptation of a Digital Mental Health Intervention for University Students: Inductive Qualitative Analysis.Journal of participatory medicine · 2026Article
- How to culturally adapt mental mHealth apps: lessons from an Australian Arabic-speaking community survey.Frontiers in digital health · 2026Article
- Framing Helper Therapy to Support User Engagement: Causal Evidence from a Public Deployment of a Mental Health Support Text Messaging Program.Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference · 2026Article
- Adolescent readiness for mobile mental health support in Soweto: A mixed-methods study.Global mental health (Cambridge, England) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSmartphone apps may provide an opportunity to deliver mental health resources and interventions in a scalable and cost-effective manner. However, young people from marginalized and underserved groups face numerous and unique challenges to accessing, engaging with, and benefiting from these apps.
objectiveThis study aims to better understand the acceptability (ie, perceived usefulness and satisfaction with an app) and feasibility (ie, the extent to which an app was successfully used) of mental health apps for underserved young people. A secondary aim was to establish whether adaptations can be made to increase the accessibility and inclusivity of apps for these groups.
methodsWe conducted 2 sequential studies, consisting of a systematic literature review of mental health apps for underserved populations followed by a qualitative study with underserved young male participants (n=20; age: mean 19). Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, an electronic search of 5 databases was conducted in 2021. The search yielded 18,687 results, of which 14 articles met the eligibility criteria.
resultsThe included studies comprised a range of groups, including those affected by homelessness, having physical health conditions, living in low- and middle-income countries, and those with sexual and gender minority identities. Establishing and maintaining user engagement was a pervasive challenge across mental health apps and populations, and dropout was a reported problem among nearly all the included studies. Positive subjective reports of usability, satisfaction, and acceptability were insufficient to determine users' objective engagement.
conclusionsDespite the significant amount of funding directed to the development of mental health apps, juxtaposed with only limited empirical evidence to support their effectiveness, few apps have been deliberately developed or adapted to meet the heterogeneous needs of marginalized and underserved young people. Before mental health apps are scaled up, a greater understanding is needed of the types of services that more at-risk young people and those in limited-resource settings prefer (eg, standard vs digital) followed by more rigorous and consistent demonstrations of acceptability, effectiveness, and cost-effectiveness. Adopting an iterative participatory approach by involving young people in the development and evaluation process is an essential step in enhancing the adoption of any intervention, including apps, in "real-world" settings and will support future implementation and sustainability efforts to ensure that marginalized and underserved groups are reached.
trial registrationPROSPERO CRD42021254241; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=254241.
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.