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Skip search results from other journals and go to results- 64 JMIR mHealth and uHealth
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Reference 12: Monitoring of dynamic plantar foot temperatures in diabetes with personalised 3D-printed wearables Reference 13: Artificial intelligence, wearables and remote monitoring for heart failure: current andwearablesApps, Mobile, Wearables for Diabetes
JMIR Mhealth Uhealth 2025;13:e73187
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The commercialization of wearable computing devices (ie, wearables) has allowed for an affordable and unobtrusive mechanism to procure longitudinal physiological data [9]. Smartphone apps offer a convenient apparatus to conduct ecological momentary assessments (EMAs) that instantly capture snapshots of users’ behaviors and experiences via personal devices [10].
JMIR Form Res 2025;9:e67822
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Smartphone Apps and Wearables for Health Parameters in Young Adulthood: Cross-Sectional Study
Table 3 ranks and details the most used mobile apps and wearables by brand and further divides them into specific spheres of interest (ie, PA, diet, and mental health).
Ranking by brand of the most used mobile apps and wearables (n=376).
JMIR Hum Factors 2025;12:e64629
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While mobile health (m Health) applications show potential, such as exergaming platforms to enhance physical activity [7] or wearables for mobility monitoring [8], most fail to accommodate the unique requirements of older adult users. Common shortcomings include cognitively demanding interfaces, lack of multilingual support, and fragmented features that neglect the synergistic relationship between physical, nutritional, and psychological health [9].
JMIR Form Res 2025;9:e68937
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Specifically, the maximum battery life for most research-grade wearables is up to ~4 weeks, which limits longer-term phenotyping. By comparison, smartphone sensors (ie, mobile accelerometry) are already integrated into participants’ lives and therefore provide a naturalistic, unobtrusive, and scalable way to monitor daily sleep health (ie, onset and duration) in real-time over longer time periods without requiring participants to integrate an extra apparatus, such as a wearable.
JMIR Form Res 2025;9:e67455
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This study underscores a significant gap in the literature on technology adoption, emphasizing the importance of therapists’ perceptions of patients using wearables. Few studies illustrate therapists’ empathy for patients during rehabilitation with wearables [37,38].
This study highlights the importance of interdisciplinary collaboration among engineers, physical therapists, and researchers to enhance wearable sensors’ design, output, and ultimate acceptability in rehabilitation.
JMIR Rehabil Assist Technol 2025;12:e67440
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Despite this, there is an increasing focus in the literature on using consumer wearables for data collection and monitoring in neurological patients [23-25]. Both device types demonstrate reliable step counting in individuals with normal gait patterns [26], though research-grade devices show higher reliability across a wider range of conditions [27].
JMIR Mhealth Uhealth 2025;13:e64213
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A promising avenue for expanding awareness into individual mental health status can be found in digital technologies like smartphone apps and wearables. Although digital technology adoption may be limited by digital literacy and socioeconomic status [6,7], around half of all smartphone owners use a health and wellness app [8,9] and, in a survey dispersed to a population reflective of the US population, 44.5% (10,679/23,974) of respondents indicated they owned a wearable device [10].
J Med Internet Res 2025;27:e64955
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To assess the working conditions of and burden on nurses in palliative settings, preliminary tests were executed to investigate the functionality of and user experience with wearables, including handling in a hospital environment and resistance to the hospital’s disinfection routines.
JMIR Res Protoc 2025;14:e63549
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