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Digital Capability, Open-Source Use, and Interoperability Standards Within the National Health Service in England: Survey of Health Care Trusts

Digital Capability, Open-Source Use, and Interoperability Standards Within the National Health Service in England: Survey of Health Care Trusts

NHS trust application development teams are focused on the creation and deployment of digital technologies designed to improve clinical care, patient outcomes, health system efficiency, and user engagement.

Matthew Russell Bennion, Ross Spencer, Roger K Moore, Richard Kenyon

JMIR Hum Factors 2025;12:e66398

Advancing the Integration of Digital Health Technologies in the Drug Development Ecosystem

Advancing the Integration of Digital Health Technologies in the Drug Development Ecosystem

These sensing technologies can play a crucial role in various phases of drug development and real-world health care settings. Regulatory agencies and the drug development community have well-defined regulatory pathways for drug development tools, including clinical outcome assessments (COAs), biomarkers, and fit-for-purpose model initiatives [12,13]. With the unprecedented pace of technological advancements, streamlined process flows are needed for incorporating new technologies into existing workflows.

Sakshi Sardar, Cheryl D Coon, Scottie Kern, Huong Huynh, Diane Stephenson, Joshua Rubin Abrams, Grace V Lee, Cecile Ollivier, Joseph A Hedrick, Martijn LTM Müller, Luc J W Evers, Lada Leyens, Collin Hovinga, Shu Chin Ma, Klaus Romero

J Med Internet Res 2025;27:e67052

Technology Acceptance Model in Medical Education: Systematic Review

Technology Acceptance Model in Medical Education: Systematic Review

This surge in numbers was likely driven by the rapid integration of technologies from 2021 onward, which will be covered in the Discussion section. Number of publications by year from 2010 to 2023. The included studies were conducted in 21 countries, with no single region dominating the publications.

Jason Wen Yau Lee, Jenelle Yingni Tan, Fernando Bello

JMIR Med Educ 2025;11:e67873

Bridging Gaps in Telemedicine Education in Romania to Support Future Health Care: Scoping Review

Bridging Gaps in Telemedicine Education in Romania to Support Future Health Care: Scoping Review

Despite these significant financial investments, the low levels of health and digital literacy among Romanian citizens present substantial barriers to the successful adoption and utilization of these technologies. Digital literacy for the public refers to the ability to access, understand, and use digital technologies for obtaining health information and services.

Mircea Adrian Focsa, Virgil Rotaru, Octavian Andronic, Marius Marginean, Sorin Florescu

JMIR Med Educ 2025;11:e66458

Balancing Risks and Opportunities: Data-Empowered-Health Ecosystems

Balancing Risks and Opportunities: Data-Empowered-Health Ecosystems

A “data ecosystem” refers to a network of entities engaged in generating, sharing, and using data resources through various technologies [1]. In the context of a data-for-health ecosystem, this network is diverse and decentralized, comprising public and private institutions, as well as individuals acting in various roles such as citizens, patients, and consumers.

Lan Li, Emma Back, Suna Lee, Rebecca Shipley, Néo Mapitse, Stefan Elbe, Melanie Smallman, James Wilson, Ifat Yasin, Geraint Rees, Ben Gordon, Virginia Murray, Stephen L Roberts, Anna Cupani, Patty Kostkova

J Med Internet Res 2025;27:e57237

Leveraging Generative Artificial Intelligence to Improve Motivation and Retrieval in Higher Education Learners

Leveraging Generative Artificial Intelligence to Improve Motivation and Retrieval in Higher Education Learners

Generative artificial intelligence (Gen AI) is impacting educational spaces in ways that few technologies have since the personal computer and calculator [1-3]. Though Gen AI is not a new concept, its inroads into education and pedagogy started in earnest following the release of “Chat GPT” (November 30, 2022). We observed learners using Chat GPT within weeks of its release.

Noahlana Monzon, Franklin Alan Hays

JMIR Med Educ 2025;11:e59210

Dynamic Augmented Reality Cues for Telementoring in Minimally Invasive Surgeries: Scoping Review

Dynamic Augmented Reality Cues for Telementoring in Minimally Invasive Surgeries: Scoping Review

One of the telemedicine technologies that is gaining considerable interest is telementoring, during which an expert medical professional (mentor) can provide real-time instructions to a novice (mentee) even if they are remotely located [1]. A growing application of telementoring technologies is seen in the field of surgery as a result of rising demands for specialized surgical expertise coupled with limited training opportunities [2].

Hawa Hamza, Omar M Aboumarzouk, Abdulla Al-Ansari, Nikhil V Navkar

J Med Internet Res 2025;27:e63939

Enhancing Research Involvement of Young People With Lived Expertise: Reflecting on Experiences in Digital Mental Health Research

Enhancing Research Involvement of Young People With Lived Expertise: Reflecting on Experiences in Digital Mental Health Research

Yet, while clinical trials in controlled settings have frequently demonstrated the potential effectiveness of these technologies, these trials often report high attrition rates and decreasing usage over time [2-4]. For this reason, there are increasing calls to involve young people in digital mental health research so that new tools are optimally designed to suit the needs and preferences of the populations they seek to help [5-7].

Josephine Brogden, Zsofi de Haan, Carla Gorban, Samuel J Hockey, Alexis Hutcheon, Frank Iorfino, Yun Ju C Song, Elizabeth Scott, Ian B Hickie, Sarah McKenna

J Med Internet Res 2024;26:e55441

Co-Designing Remote Patient Monitoring Technologies for Inpatients: Systematic Review

Co-Designing Remote Patient Monitoring Technologies for Inpatients: Systematic Review

RPM technologies encompass a wide range of tools, including wearable devices, telehealth platforms, mobile apps, implantable devices, and Internet of Things devices. RPM technologies serve diverse purposes, from treating and observing acute conditions in the inpatient and care transition period to longer-term maintenance of chronic diseases in the outpatient setting.

Jennifer Sumner, Si Ying Tan, Yuchen Wang, Camille Hui Sze Keck, Eunice Wei Xin Lee, Emily Hwee Hoon Chew, Alexander Wenjun Yip

J Med Internet Res 2024;26:e58144

Evaluation of the Continuing Education Training “Beratende für Digitale Gesundheitsversorgung” (“Consultant for Digital Healthcare”): Protocol for an Effectiveness Study

Evaluation of the Continuing Education Training “Beratende für Digitale Gesundheitsversorgung” (“Consultant for Digital Healthcare”): Protocol for an Effectiveness Study

Preparing the players involved for this and enabling them to actively shape the transformation and contribute their professional expertise to the development, design, and implementation of new technologies are necessary educational tasks for the success of this process. The necessary competencies should be learned in practical, daily-use scenarios in order for the technologies and new processes to be confidently integrated into nursing practice [20,21].

Bernhard Kraft, Thomas Kuscher, Susann Zawatzki, Sebastian Hofstetter, Patrick Jahn

JMIR Res Protoc 2024;13:e57860