e.g. mhealth
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It involves tracking a behavior (eg, dietary intake [23] and physical activity [24,25]) or a health-related outcome (eg, body weight [26]).
JMIR Res Protoc 2025;14:e75629
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There is limited knowledge about the feasibility and wearing experiences of long-term physical activity tracking using smartwatches during different phases of childhood cancer treatment [31].
Therefore, the aim of this study was to determine the feasibility and to identify barriers, facilitators, and key considerations of real-time and long-term physical activity tracking using a consumer-level smartwatch in children during cancer treatment.
JMIR Pediatr Parent 2025;8:e75322
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Technical issues (eg, sensor malfunction and inconsistent data sampling) or a lack of user engagement and compliance (eg, not wearing a device and disabling tracking) can lead to data attrition. Missing data can compromise prediction quality, but only 1 of the included studies [66] reported both adherence rates and handling of missing data during analysis.
J Med Internet Res 2025;27:e57418
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The original Tracking and Reducing Alcohol Consumption (TRAC) intervention was designed as an alcohol reduction intervention for individuals living with HIV. It focused on increasing motivation to reduce hazardous drinking and awareness of drinking behaviors, building skills to reduce alcohol use, and identifying general triggers for drinking. In this original intervention, there was minimal discussion surrounding potential HIV-specific triggers for drinking [14].
JMIR Cancer 2025;11:e59949
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This study examined the association between using virtual nursing and virtual nurse fatigue using eye-tracking technology.
Eye-tracking technology provides real-time insights into cognitive workload and cognitive fatigue by recording eye movements during different states and activities. Pupil size in particular can be an indicator of cognitive workload, where an increase in pupil dilation corresponds to information processing [18,19].
JMIR Hum Factors 2025;12:e67111
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The objective of this study is to build on previous research on self-tracking and self-tracking technology among wheelchair users with SCI [5-7,11] to include lived experience of self-tracking and self-tracking technology. Through an interview study, we aimed to answer the following question: How do wheelchair users with SCI experience self-tracking and commercial self-tracking technology in their everyday lives?
This section first provides an overview of SCI and the impact of the injury on people’s lives.
JMIR Hum Factors 2025;12:e65207
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Outcome tracking in implementation science enables researchers, practitioners, and policy makers to understand the effectiveness of interventions, identify barriers and facilitators to implementation, and refine strategies to improve the delivery and impact of evidence-based practices [12].
Implementation science outcome tracking is especially crucial for ICM programs.
JMIR Res Protoc 2024;13:e57452
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A comprehensive and integrated implementation of a clinical trial management system in addition to wearable and m Health integrations would allow the tracking of the study based on its specified recruitment needs, guarantee that the study starts and ends on time, make sure the necessary action has been taken at participants’ specialized milestones, and minimize study costs [32].
JMIR Mhealth Uhealth 2024;12:e50043
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