e.g. mhealth
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Skip search results from other journals and go to results- 167 JMIR mHealth and uHealth
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For in-app data collection, data included use and time stamps for users across the app tabs, such as Activity, Planner, Resources, and Sharing.
Recruitment flyer for carer participants.
For an overview of the qualitative approach, Multimedia Appendix 1 provides the full COREQ (Consolidated Criteria for Reporting Qualitative Research) checklist [31].
J Med Internet Res 2025;27:e56739
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As users interact with the app, each response updates the app’s internal differential diagnoses, which in turn refines the subsequent question flow. If the optimized version identifies the correct disease earlier in the process, it can streamline the experience by reducing unnecessary questions and focusing more quickly on relevant diagnostic paths. This could result in a more efficient and satisfying interaction.
Our study has several strengths.
JMIR AI 2025;4:e55001
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This study was conducted in three phases: (1) assessment of children with ITW needs for a home-based rehabilitation program (content preparation phase), (2) designing an attractive mobile app for children (app design phase), and (3) evaluating the app from the user’s perspective (app evaluation phase).
The development process, from conceptualization to pilot testing of the Active-Feet app, is outlined in Figure 1.
A schematic view of the main steps followed in the development of the Active-Feet app.
JMIR Rehabil Assist Technol 2025;12:e60867
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What to Consider When Developing Multidomain Mobile Health Interventions for Lifestyle Management
Pilot testing (phase 8 of IDEAS): Once all app features were implemented, we tested its functionality with project team members during a 1-week testing phase. Subsequently, we performed a pilot test with 6 older adults. Their 2-week testing experience yielded valuable insights that we used to further improve the app. Afterward, we conducted a crossover interventional study (N=108) using a mixed methods sequential explanatory approach to investigate the use and implementation of the m Health app.
JMIR Mhealth Uhealth 2025;13:e63573
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Participants were randomized into 1 of the following 3 groups: App, Physio+App, or Physio. Participants in the Physio+App group also received access to the app “NOLA” in addition to standard physiotherapy. Only the first 2 groups (App, Physio+App) were included in this preplanned secondary analysis. The intervention duration was 6 weeks for both groups.
JMIR Form Res 2025;9:e59866
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The first patient was drawn at random and allocated to the app group, and the others were then assigned in an interleaved manner: the second to the control group, the third to the app group, the fourth to the control group, and so on. Thus, we created two balanced groups—one invited to use the app and the other not invited—without supervision or imposition of use.
JMIR Hum Factors 2025;12:e67680
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To the best of our knowledge, no review has yet identified the resources used in mobile app–based behavior change interventions.
JMIR Mhealth Uhealth 2025;13:e63313
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The take-up of the newly developed multicomponent app-based fitness program was reported to be good, with 70% (37/52) of the participants using the app-based program at least once a week and 25% (13/52) using it 4 times per week or more often [25,30]. We thus expected the app-based program to affect self-perceived physical functioning in daily life situations.
J Med Internet Res 2025;27:e64922
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Based on feedback from piloting sessions with young people, we revised the activity categories and allocated time for app troubleshooting in our study briefing sessions. We also assessed completion time for questionnaires and participant feedback. We found the daily burden manageable, supporting our decision to retain the questionnaire structure.
Participants completed the Mood and Feelings Questionnaire (MFQ; ≥27 cut off for clinical depression) [58]. Higher scores indicate higher depression symptoms.
JMIR Ment Health 2025;12:e74427
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