Evidence map›Paper›PMID 41719540›Full record

ArticleJMIR formative research2026

Co-Designed Mental Health Screening App (Here for You) for University Students: Pilot Feasibility Mixed Methods Study.

Manik Inder Singh Sethi, Thirunavukarasu Manickam, Tanmoy Chakraborty, Suresh Bada Math

Abstract read
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Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Manik Inder Singh SethiDepartment of Psychiatry, Institute of National Importance, National Institute of Mental Health and Neurosciences, Bangalore, India.ORCID 0000-0002-1567-541X
Thirunavukarasu ManickamDepartment of Psychiatry, SRM University, Chennai, Tamil Nadu, India.ORCID 0000-0002-0506-3284
Tanmoy ChakrabortyDepartment of Electrical Engineering, Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, Delhi, India.ORCID 0000-0002-0210-0369
Suresh Bada MathDepartment of Psychiatry, Institute of National Importance, National Institute of Mental Health and Neurosciences, Bangalore, India.ORCID 0000-0001-8190-0382

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMental health disorders are a growing public health concern among university students globally and in India, exacerbated by stigma and limited access to care. Mobile health (mHealth) apps offer a potential solution, but user engagement and cultural relevance remain key challenges. This pilot study evaluated Here for You, a mental health screening app co-designed with Indian university students to provide accessible, nonstigmatizing support.

objectiveThis mixed methods study aimed to (1) describe the user-centered codevelopment and pilot testing process of the Here for You app; (2) evaluate the app's feasibility, user acceptability, and engagement; and (3) assess the concurrent validity of the app's screening tool, the Depression, Anxiety, and Stress Scale-21 (DASS-21) against established clinical measures (Hamilton Depression Rating Scale [HAM-D], Hamilton Anxiety Rating Scale [HAM-A], and Perceived Stress Scale [PSS]).

methodsThis study used a 4-phase user-centered design involving students with lived mental health experience, clinicians, and developers. A purposive sample of 30 university students (mean age 21, SD 1.8 years; n=15, 50% female) diagnosed with depression, anxiety, or stress participated. Participants completed the DASS-21 via the app and underwent clinical assessments using the HAM-D, HAM-A, and PSS scales. User experience was evaluated using the User Mobile App Rating Scale and qualitative feedback. Data analysis included Pearson correlation coefficients and thematic analysis.

resultsApp-based DASS-21 scores showed strong correlations with clinician-administered scales: HAM-D (r=0.819; P<.001), HAM-A (r=0.887; P<.001), and PSS (r=0.972; P<.001), indicating high concurrent validity. However, wide CIs reflected the small sample size typical of pilot studies. The app received high usability ratings on a 5-point scale (User Mobile App Rating Scale mean score 4.4), exceeding published benchmarks for mental health apps in low-resource settings, particularly for functionality (mean 4.7, SD 0.3) and aesthetics (mean 4.5, SD 0.4). Qualitative feedback highlighted usability and enhanced privacy due to features such as quick exit, cultural resonance, and the desire for integrated support features. The co-design process directly addressed student concerns, implementing features such as simplified language and crisis support links.

conclusionsThis pilot study provides preliminary evidence for the feasibility and user acceptability of the Here for You app, co-designed using a participatory approach with Indian university students. Strong correlations between app-based screening and clinical assessments (r=0.819, r=0.887, and r=0.972) suggest promising concurrent validity. These findings from a single-site pilot study require validation through multisite studies across diverse educational and cultural contexts before broader implementation recommendations. By integrating user experience, clinical rigor, and ethical safeguards, such as adherence to digital personal data protection guidelines, the app offers a culturally resonant and scalable model for digital mental health screening in low-resource settings. This approach underscores the value of the "nothing about us without us" principle in developing effective mHealth interventions.

Indexed as

Mass ScreeningMental DisordersMobile ApplicationsStudentsAdultDepressionFeasibility StudiesFemaleHumansIndiaMaleMental HealthPilot ProjectsPsychometricsSurveys and QuestionnairesUniversitiesAIartificial intelligenceco-designmental health screeningmHealthmobile healthuniversity studentsuser engagement

Identifiers

PMID41719540
PMCPMC12966818

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LicenceCC BY
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Registered trials

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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.