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Users' Needs for Mental Health Apps: Quality Evaluation Using the User Version of the Mobile Application Rating Scale
Siyeon Ko1, Hyekyung Woo1,2
1Department of Health Administration, College of Nursing & Health, Kongju National University, 56 Gongjudaehak-ro, Gongju-Si, Chungcheongnam-do, Republic of Korea, 82 10-3350-3486.
JMIR Mhealth and Uhealth
|July 4, 2025
Summary
This study evaluated mental health apps from a user perspective, finding that apps providing counselor information and services received higher quality ratings. Continuous user-focused evaluation is key for developing effective mobile mental health solutions.
Area of Science:
- Digital Health
- Mental Health Technology
- Mobile Health Applications
Background:
- Traditional mental health services face barriers like stigma and counselor shortages.
- Mobile health (mHealth) offers a promising alternative to improve mental health accessibility.
- A gap exists in research evaluating whether current mHealth apps meet user needs.
Purpose of the Study:
- To assess the content and quality of mental health apps from a user viewpoint.
- To identify specific content features that correlate with higher user evaluations.
- To provide insights for enhancing future mental health app development.
Main Methods:
- Searched Google Play and iOS App Stores for Korean mental health apps.
- Selected apps based on relevance, language, user reviews, recency, and cost.
- Users evaluated app quality using the user version of the Mobile Application Rating Scale (uMARS).
- Analyzed correlations between app content, uMARS scores, ratings, and review counts.
Main Results:
- 41 mental health apps were analyzed.
- Common features included reminders, recording/statistics, and diaries.
- Top-rated apps featured counselor information and counseling services.
- Higher uMARS scores correlated with the presence of healthcare provider information and counseling services.
- Providing relevant information was linked to better user ratings.
Conclusions:
- User perspective is crucial for evaluating mental health app quality.
- Incorporating features like counselor information and services enhances app value.
- Continuous user-centered evaluation and advanced technologies like AI are vital for high-quality mental health apps.

