e.g. mhealth
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This low-risk perception diminishes the perceived need for testing, thereby reducing VCT uptake [11,15]. Similar youth-focused barriers have been reported in other low-resource settings, underscoring the global challenge of VCT uptake [16-18].
Employing diverse strategies to fight against HIV and minimize its effects on individuals, families, and society is crucial.
JMIR Public Health Surveill 2025;11:e66739
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Knowledge and Perceptions of AI Among Medical Students in Morocco: Cross-Sectional Study
Notably, students familiar with technology felt more prepared to use AI tools upon graduation (P
Comparative analysis of perception of artificial intelligence (AI) in medical education by gender, academic cycle, and familiarity with technology.
a Percentages are calculated based on the total number in each row per category.
b Italicized values in the table indicate statistically significant differences between subgroups based on the corresponding P values (
Table 4 reveals the evolution of medical students’ perceptions
JMIR Form Res 2025;9:e66156
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Research aiming to understand clinician perception of how an e CDSS can be supportive and useful is scarce, although this could serve as a basis for creating digital health tools that are impactful and aligned with their needs.
JMIR Cardio 2025;9:e66428
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In this study, we define perception as the combination of awareness of Gen AI’s existence and accurate knowledge of its core functions.
By focusing on the voices of senior leaders, our findings may advance our theoretical understanding of leadership in technology adoption and provide practical insights for policy makers and hospital administrators aiming to foster digital transformation in health care.
J Med Internet Res 2025;27:e75531
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Implementation of New Technologies in an Aged Care Social Day Program: Mixed Methods Evaluation
Perception of impact were collected across 6 domains relative to each of the items of technology: social engagement, cognitive awareness, communication, mood state, activities of daily living, and physical mobility. Responses were on a 4-point Likert scale, with responses being: don‘t know, no improvement, some improvement, and a lot of improvement.
JMIR Aging 2025;8:e60297
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Increased flexibility and ease of reaching out to their patients
Efficient identification of early signs of deterioration
Perceived patient benefits (eg, patient empowerment, patient comfort, and convenience)
Potential benefits to health care system (eg, saving hospital resources and increased capacity to care for more patients)
Suitability of using telehealth to care for patients with COVID-19
Confirmation: participants’ positive experiences relating to improved convenience and efficiency, as well as their perception
JMIR Hum Factors 2025;12:e56860
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User Perceptions of E-Cigarette Cessation Apps: Content Analysis of App Reviews
perception
J Med Internet Res 2025;27:e59997
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Factors Determining Acceptance of Internet of Things in Medical Education: Mixed Methods Study
TOP refers to users’ favorable perception of technology, while technology innovativeness (TIN) refers to users’ willingness to adopt technology early and lead to its use.
The PE and PU constructs of TAM are closely related to TOP and TIN. In the academic setting, students’ perceptions of technology can be influenced by their peers and instructors. If the student’s immediate academic circle has a positive view of a particular technology, the student will likely also develop a favorable opinion.
JMIR Hum Factors 2025;12:e58377
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