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Implementation Outcomes of Reusable Learning Objects in Health Care Education Across Three Malaysian Universities: Evaluation Using the RE-AIM Framework

Implementation Outcomes of Reusable Learning Objects in Health Care Education Across Three Malaysian Universities: Evaluation Using the RE-AIM Framework

In the context of e-learning, implementation outcomes include the acceptability, adoption, appropriateness, feasibility, fidelity, and sustainability of e-learning resources in teaching and learning [8]. When e-learning objects are released as open content, reach and discoverability become important. To date, several models have been used to evaluate the effectiveness and implementation of e-learning resources.

Hooi Min Lim, Chin Hai Teo, Yew Kong Lee, Ping Yein Lee, Kuhan Krishnan, Zahiruddin Fitri Abu Hassan, Phelim Voon Chen Yong, Wei Hsum Yap, Renukha Sellappans, Enna Ayub, Nurhanim Hassan, Sazlina Shariff Ghazali, Nurul Amelina Nasharuddin, Puteri Shanaz Jahn Kassim, Faridah Idris, Klas Karlgren, Natalia Stathakarou, Petter Mordt, Stathis Konstantinidis, Michael Taylor, Cherry Poussa, Heather Wharrad, Chirk Jenn Ng

JMIR Med Educ 2025;11:e63882

Managerial Challenges in Digital Health: Bibliometric and Network Analysis

Managerial Challenges in Digital Health: Bibliometric and Network Analysis

Through content analysis, we were able to label cluster 1 as “user adoption and engagement in m Health.” Cluster 1 also examined the adoption of m Health services in low-income countries, specifically India and Bangladesh. Cluster 1 explored emotional bonding with m Health apps, gamification, and cross-country analysis of adoption patterns.

Quentin Garçon, Benjamin Cabanes, Cédric Denis-Rémis

J Med Internet Res 2025;27:e57980

Use and Acceptance of Innovative Digital Health Solutions Among Patients and Professionals: Survey Study

Use and Acceptance of Innovative Digital Health Solutions Among Patients and Professionals: Survey Study

The study revealed a high level of conformity in perspectives between physicians and patients regarding the adoption and future use of digital health tools and telemedicine. Both groups showed parallel levels of adoption for electronic appointment systems and similar historical use patterns of telemedicine offerings. It yielded a comparable evaluation of the future importance of digital health, with no significant differences observed in their responses.

Fritz Seidl, Florian Hinterwimmer, Ferdinand Vogt, Günther M Edenharter, Karl F Braun, Rüdiger von Eisenhart-Rothe, AG Digitalisierung der DGOU, Peter Biberthaler, Dominik Pförringer

JMIR Hum Factors 2025;12:e60779

Preferences for Mobile App Features to Support People Living With Chronic Heart Diseases: Discrete Choice Study

Preferences for Mobile App Features to Support People Living With Chronic Heart Diseases: Discrete Choice Study

Our scenario analysis explored the potential adoption of 3 mobile apps using the base MNL model. The basic app featured the most rudimentary levels for all attributes. The second scenario depicted a mobile app currently used to enhance cardiac rehabilitation in specific private cardiac clinics in Queensland, Australia [51].

Sumudu Avanthi Hewage, Sameera Senanayake, David Brain, Michelle J Allen, Steven M McPhail, William Parsonage, Tomos Walters, Sanjeewa Kularatna

JMIR Mhealth Uhealth 2025;13:e58556

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

Recent studies have used qualitative and quantitative methods to examine the uptake of Io T and have identified favorable attitudes, ease of use, contentment, affordability, basic knowledge, security, and privacy as crucial factors that influence its adoption.

Khadija Alhumaid, Kevin Ayoubi, Maha Khalifa, Said Salloum

JMIR Hum Factors 2025;12:e58377

Factors Impacting Mobile Health Adoption for Depression Care and Support by Adolescent Mothers in Nigeria: Preliminary Focus Group Study

Factors Impacting Mobile Health Adoption for Depression Care and Support by Adolescent Mothers in Nigeria: Preliminary Focus Group Study

Technology-based studies for perinatal care in Nigeria have been implemented to increase pregnant women’s access to care, but several knowledge gaps exist on factors that influence the use and adoption of m Health in adolescent mothers [8,9]. Addressing these gaps is crucial for increasing access in a vulnerable population.

Lola Kola, Tobi Fatodu, Manasseh Kola, Bisola A Olayemi, Adeyinka O Adefolarin, Simpa Dania, Manasi Kumar, Dror Ben-Zeev

JMIR Form Res 2025;9:e42406

Studying the Potential Effects of Artificial Intelligence on Physician Autonomy: Scoping Review

Studying the Potential Effects of Artificial Intelligence on Physician Autonomy: Scoping Review

Physician autonomy has been found to play a role in physician acceptance and adoption of medical technologies [3], and in particular, AI [1]. Although physician autonomy has become an increasingly important concept in recent decades [4-7], there is still no consensus definition in the literature. However, physician autonomy is generally seen as including both clinical freedoms, as well as social and economic freedoms [6,7].

John Grosser, Juliane Düvel, Lena Hasemann, Emilia Schneider, Wolfgang Greiner

JMIR AI 2025;4:e59295

Understanding Appropriation of Digital Self-Monitoring Tools in Mental Health Care: Qualitative Analysis

Understanding Appropriation of Digital Self-Monitoring Tools in Mental Health Care: Qualitative Analysis

Especially in the early adoption phases, users should be supported in familiarizing themselves with the tools and integrating them into their work routines. Potential solutions could include more built-in guidance functions in the tool or establishing additional structures (eg, service centers) that can provide direct user support. Furthermore, our findings emphasize that self-monitoring demands a lot of clients, and can be difficult and burdensome for people with mental health problems.

Lena de Thurah, Glenn Kiekens, Jeroen Weermeijer, Lotte Uyttebroek, Martien Wampers, Rafaël Bonnier, Inez Myin-Germeys

JMIR Hum Factors 2025;12:e60096