ArticleDigital health
Patient and physician perspectives on the use and outcome measures of mHealth apps: Exploratory survey and focus group study.
Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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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.
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Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it, 23 citations in OpenAlex.
- Smartphone Apps for Pulmonary Hypertension: Systematic Search and Content Evaluation.JMIR mHealth and uHealth · 2024Pooled it
- Bridging the global Parkinson's divide: Technology as a structural solution for equitable and brain health-integrated care.Journal of Parkinson's disease · 2026Review
- Exploring provider attitudes towards digital therapeutics for diabetes and depression.Scientific reports · 2026Article
- Perspectives on Health Data Sharing Among Patients With Somatic and Mental Health Diseases: Focus Group Study.Journal of medical Internet research · 2026Article
- Patient and Clinician Attitudes Toward Mobile Health Apps: Qualitative Study.JMIR mHealth and uHealth · 2026Article
- Preparing for the Next Physician's Visit: Usability and Validity of a Mobile Health App for People Living with HIV.AIDS and behavior · 2025Article
- Health apps: a cross-sectional study exploring patient motivations and usage implications.BMC public health · 2025Article
- Value of a quality label and European healthcare professionals' willingness to recommend health apps: An experimental vignette study.Journal of health psychology · 2025Article
- A constrained disorder principle-based second-generation artificial intelligence digital medical cannabis system: A real-world data analysis.Journal of public health research · 2025Article
- Cross-Analysis of mHealth Social Acceptance Among Youth: A Comparative Study Between Japan and China.Behavioral sciences (Basel, Switzerland) · 2025Article
- Physician perspectives of the community paramedicine at clinic (CP@clinic) and my care plan app (myCP app) for older adults.BMC primary care · 2024Article
- Patient-Centered Chronic Wound Care Mobile Apps: Systematic Identification, Analysis, and Assessment.JMIR mHealth and uHealth · 2024Article
- Exploring mHealth applications for self-management of chronic low back pain: A survey of features and benefits.Heliyon · 2023Review
- Medical Personnel Behavior Preferences for Providing mHealth Service in China: A Discrete Choice Experiment.Risk management and healthcare policy · 2023Article
- Empowerment for the Digital Transformation: Results of a Structured Blended-Learning On-the-Job Training for Practicing Physicians in Germany.International journal of environmental research and public health · 2022Article
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- Exploring primary care doctors' perceptions and experiences in adopting mHealth with patients: A qualitative study.Digital healthArticle
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Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 6 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Factors that physicians and patients consider when making decisions about using or recommending health apps are not well understood. We explored these factors to better assess how to support such decision making. Methods: We conducted an exploratory cross-sectional study in Ontario using qualitative focus groups and quantitative surveys. 133 physicians and 94 community dwelling adults completed online surveys and we held two focus groups of nine community dwelling participants who had cardiovascular risk factors and an interest in using mHealth apps. Quantitative survey data was analyzed descriptively. Focus groups were audio-recorded and transcribed verbatim prior to inductive thematic content analysis. We integrated the results from the surveys and focus groups to understand factors that influence physicians' and patients' selection and use of such apps. Results: Physicians recommend apps to patients but the level of evidence they prefer to use to guide selection did not align with what they were currently using. Patients trusted recommendations and reviews from medical organizations and healthcare professionals when selecting apps and were motivated to continue using apps when they supported goal setting and tracking, data sharing, decision making, and empowerment. Conclusions: The findings highlight the significance of evaluating mHealth apps based on metrics that patients and physicians value beyond usage and clinical outcome data. Patients engage with apps that support them in confidently managing their health. Increased training and awareness of apps and creating a more rigorous evidence base showing the value of apps to supporting health goals will support greater adoption and acceptance of mHealth apps.
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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.