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We demonstrated the feasibility of implementing a smartphone-based mobile health (m Health) intervention for adolescents, and findings suggested that this innovative tool could result in significant improvements in asthma self-efficacy, as well as clinically significant improvements in ACT scores [23]. among at-risk adolescents. Next, we conducted a pilot randomized controlled trial (RCT) test among 34 adolescents over 6 months to compare the use of the PEAKm AAP prototype in paper-based AAPs [24].
JMIR Res Protoc 2025;14:e69903
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Reference 6: The influence of digital literacy on mHealth app usability: the mediating role of patientmhealth
J Med Internet Res 2025;27:e64955
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Reference 8: Patients’ perceptions of mHealth apps: meta-ethnographic review of qualitative studies Reference 9: What is the clinical value of mHealth for patients?mhealthSecurity and Privacy of mHealth and uHealth Usability of Apps and User Perceptions of mHealth
JMIR Mhealth Uhealth 2025;13:e57279
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Mobile health (m Health) devices, such as smartphones and wearables, allow patients to log symptoms actively through numerical scales or visual tools [1-5]. They can also passively capture high-resolution streams of health-related and contextual information, such as sleep, physical activity, or weather with minimal burden [3,5].
JMIR Mhealth Uhealth 2025;13:e64889
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With support from our industry partner and community stakeholders, the research infrastructure created by this project is expected to produce more innovative mobile health (m Health) interventions that can be scaled up rapidly in the future.
JMIR Res Protoc 2025;14:e69303
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As the use of mobile health (m Health) has grown, so has interest in how patients engage with it. Indeed, most studies of m Health interventions include some measure of user engagement, ranging from app logins to message response rates [16]; however, very few capture the heterogeneity of patient interaction styles. The notion of digital phenotyping, more generally (characterizing interaction with a range of digital health tools), is a nascent but growing field [17].
J Med Internet Res 2025;27:e72875
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