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Electronic Clinical Decision Support System for Stroke Risk Screening in Patients With Atrial Fibrillation in Mental Health Care: Mixed Methods Study

Electronic Clinical Decision Support System for Stroke Risk Screening in Patients With Atrial Fibrillation in Mental Health Care: Mixed Methods Study

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.

Dina Farran, Hou Wang Cheang, Juliana Onwumere, Mark Ashworth, Fiona Gaughran

JMIR Cardio 2025;9:e66428

Evolving Perceptions and Attitudes to Adopting Generative AI in Professional Settings: Multicenter Longitudinal Qualitative Study of Senior Chinese Hospital Leaders

Evolving Perceptions and Attitudes to Adopting Generative AI in Professional Settings: Multicenter Longitudinal Qualitative Study of Senior Chinese Hospital Leaders

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.

Zheng Zhi, Jing Zhao, Qiang Li, Qingxia Li, Meifang Xu, Yan Zuo, Ming Wang, Jiankang Liu, Jingyi Guan, Jia Wang

J Med Internet Res 2025;27:e75531

Implementation of New Technologies in an Aged Care Social Day Program: Mixed Methods Evaluation

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.

Dannielle Post, Kathleen Whitson, Gaynor Parfitt

JMIR Aging 2025;8:e60297

Health Care Providers’ Experiences and Perceptions With Telehealth Tools in a Hospital-at-Home Program: Mixed Methods Study

Health Care Providers’ Experiences and Perceptions With Telehealth Tools in a Hospital-at-Home Program: Mixed Methods Study

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

Shi Yun Low, Stephanie Qianwen Ko, Ian Yi Han Ang

JMIR Hum Factors 2025;12:e56860

Factors Determining Acceptance of Internet of Things in Medical Education: Mixed Methods Study

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.

Khadija Alhumaid, Kevin Ayoubi, Maha Khalifa, Said Salloum

JMIR Hum Factors 2025;12:e58377