e.g. mhealth
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However, many current apps often fail to incorporate evidence-based recommendations for PA promotion, with developers prioritizing marketing strategies over addressing real user needs [17,18].
Positive user experience (UX) influences user satisfaction, promoting sustained product use and increasing recommendations [19]. “To create successful products or services it is necessary to ensure that the product has a sufficiently high user experience” [20].
JMIR Form Res 2025;9:e64384
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One such strategy to accomplish this goal is to examine user reviews of existing apps since user ratings in digital marketplaces have been found to influence app quality and, therefore, impact the usage of that app [7]. Information from these publicly available app user reviews may be used to inform app refinement without associated costs of User Experience (UX) or other User-Centered Design research projects.
JMIR Mhealth Uhealth 2025;13:e63148
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Currently, there are some partially developed and semimanual lab CDSSs that help physicians order laboratory tests; however, these approaches are provider-driven and require inconvenient interactive user questions to access the information needed [10]. Unlike radiology CDSSs, these systems do not provide any scoring system for tests based on medical evidence, clinical relevancy, or medical necessity.
Interact J Med Res 2025;14:e46007
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The broader aim was to identify the impact, perceived usefulness ease of use, user control of the RPM, and barriers and facilitators experienced during the initial RPM implementation. The Consolidated Framework for Implementation Research [12] guided this study to query oncology clinicians, the key contributors to this management strategy, about their experiences, satisfaction, usefulness, and value of RPM.
JMIR Hum Factors 2025;12:e60585
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Although these fully automated digital CBT-I programs can display some differences (eg, number of weeks required to complete the treatment), generally they all ask the user to track their sleep daily by completing a sleep diary. They also incorporate algorithms to provide personalized feedback and a treatment program tailored to the user that usually comprises sleep hygiene practices and evidence-based behavioral recommendations known to improve chronic insomnia symptoms.
JMIR Ment Health 2025;12:e51022
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This study aims to (1) determine self-reported user outcomes regarding whether users experienced a clinically significant (50%) reduction in daily hot flashes, (2) determine self-reported user outcomes regarding changes in hot flash severity, (3) describe user demographics and characteristics, (4) describe self-reported Evia app use patterns, (5) determine factors associated with intervention outcomes, and (6) determine the association of self-reported hot flash outcomes with self-reported use patterns.
JMIR Form Res 2025;9:e63948
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To achieve a complete telemedicical approach, we developed an easy-to-use user front-end application linked to a clinical information system and data integration center and improved interoperable data management (Figure 1). The CG underwent standard procedures for SARS-Co V-2 testing by HCPs at the study site.
Data flow in a comprehensive telemedicine approach for SARS-Co V-2 self-sampling with 100 participants.
JMIR Form Res 2024;8:e57608
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We hypothesized that E4 W would be user-friendly and accepted by adolescents receiving care in a pediatric weight management program and that it could be feasibly implemented.
E4 W uses existing proprietary algorithms (Figure 1) from i Spy [19] and Rx Food [20]. The backend infrastructure is driven by several core components.
JMIR Form Res 2024;8:e58682
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We prioritized a user-centered design approach, as recommended by Johnson et al [27] and Bakker et al [28], for enhancing the app’s usage and effectiveness. The practical applications were developed to be user-friendly and engaging, allowing users to easily interact with the app and incorporate desired behaviors into their daily routines.
JMIR Hum Factors 2024;11:e64681
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Additionally, the implementation of electronic standard order sets is often dynamic; as new sets are introduced, existing sets are updated based on user feedback or contextual changes, and some are removed from EMR systems [19]. Patterns of standard order set use in hospitals with integrated EMRs, both over time and across specialty areas, remain a relatively unexplored area of research [20].
JMIR Form Res 2024;8:e54022
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