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Inter- and Intrapersonal Associations Between Physiology and Mental Health: A Longitudinal Study Using Wearables and Mental Health Surveys

Inter- and Intrapersonal Associations Between Physiology and Mental Health: A Longitudinal Study Using Wearables and Mental Health Surveys

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].

David Presby, Summer Jasinski, Emily Capodilupo, Kristen E Holmes, William von Hippel, Gregory J Grosicki, Victoria Lee

J Med Internet Res 2025;27:e64955

Feasibility of Digitally Identifying and Minimizing Stressors in Palliative Care Workplaces by Measuring Stress Continuously for Nurses Through Wearable Sensors (DiPa): Protocol for a Prospective Cross-Sectional Study

Feasibility of Digitally Identifying and Minimizing Stressors in Palliative Care Workplaces by Measuring Stress Continuously for Nurses Through Wearable Sensors (DiPa): Protocol for a Prospective Cross-Sectional Study

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.

Aaron Seehausen, Wencke Chodan, Florian Höpfner, Carolin Schneider, Sabine Felser, Hugo Murua Escobar, Mario Aehnelt, Christian Junghanss

JMIR Res Protoc 2025;14:e63549

Adherence to eHealth Interventions Among Patients With Heart Failure: Scoping Review

Adherence to eHealth Interventions Among Patients With Heart Failure: Scoping Review

For each study, the following study characteristics were extracted: title of the study, name of the first author, year of publication, number of patients included in the e Health intervention group, type of e Health intervention (noninvasive e Health without wearables, noninvasive e Health with wearables, invasive e Health, telephone support, and wearables only), description of the e Health intervention implemented, duration of intervention, overview of adherence metrics, and any factors associated with adherence

Arno Joachim Gingele, Bianca Steiner, Bettina Zippel-Schultz, Hans-Peter Brunner-La Rocca

JMIR Mhealth Uhealth 2025;13:e63409

Feasibility of Long-Term Physical Activity Measurement With a Wearable Activity Tracker in Patients With Axial Spondyloarthritis: 1-Year Longitudinal Observational Study

Feasibility of Long-Term Physical Activity Measurement With a Wearable Activity Tracker in Patients With Axial Spondyloarthritis: 1-Year Longitudinal Observational Study

The passive collection of data using wearables has been highlighted as a goal within remote monitoring in rheumatology, as it may ease the monitoring of disease activity besides using electronic patient-reported outcomes [13,14]. In addition, continuous measurement with an activity tracker has the potential to provide further insight into how the physical activity levels of patients with ax Sp A are affected by their disease [15-17].

Emil Eirik Kvernberg Thomassen, Anne Therese Tveter, Inger Jorid Berg, Eirik Klami Kristianslund, Andrew Reiner, Sarah Hakim, Laure Gossec, Gary J Macfarlane, Annette de Thurah, Nina Østerås

JMIR Hum Factors 2025;12:e68645

Feasibility of Using Resting Heart Rate and Step Counts From Patient-Held Sensors During Clinical Assessment of Medical Emergencies (FUSE): Protocol for Prospective Observational Study in European Hospitals

Feasibility of Using Resting Heart Rate and Step Counts From Patient-Held Sensors During Clinical Assessment of Medical Emergencies (FUSE): Protocol for Prospective Observational Study in European Hospitals

Secondary objectives To explore the proportion of patients assessed for an acute complaint who are wearing or carrying a device that collects data on vital signs (eg, smartwatch or other wearables). To describe the population who wear or carry devices that collect data on vital signs. To quantify the change in heart rate in patients admitted to acute care between measurements taken on presentation and previously recorded vital signs by a consumer-grade wearable while patients were stable and well.

Jack Barrington, Christian Subbe, John Kellett, Erika Frischknecht Christensen, Mikkel Brabrand, Prabath Nanayakkara, Jelmer Alsma

JMIR Res Protoc 2025;14:e55975

Sex Differences in the Variability of Physical Activity Measurements Across Multiple Timescales Recorded by a Wearable Device: Observational Retrospective Cohort Study

Sex Differences in the Variability of Physical Activity Measurements Across Multiple Timescales Recorded by a Wearable Device: Observational Retrospective Cohort Study

Data from wearables provide unique opportunities to explore physiological and behavioral variability between sexes both across populations and within individual time series data [21]. In our previous work, we used continuous longitudinal distal skin temperature data generated by Oura Ring users in situ to test the hypothesis that female individuals are statistically more physiologically variable than male individuals [15].

Kristin J Varner, Lauryn Keeler Bruce, Severine Soltani, Wendy Hartogensis, Stephan Dilchert, Frederick M Hecht, Anoushka Chowdhary, Leena Pandya, Subhasis Dasgupta, Ilkay Altintas, Amarnath Gupta, Ashley E Mason, Benjamin L Smarr

J Med Internet Res 2025;27:e66231