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A Novel Framework to Assess Clinical Information in Digital Health Technologies: Cross-Sectional Survey Study

A Novel Framework to Assess Clinical Information in Digital Health Technologies: Cross-Sectional Survey Study

The CLIQ research highlights the importance of information quality and its relevance to the quality and safety of care. Therefore, establishing a robust system for information quality assurance in health care institutions is essential. Such an information quality assurance system entails regular checks and monitoring, data validation, and information quality audits [33]. The CLIQ framework could be a useful tool for information quality audits.

Kayode Philip Fadahunsi, Petra A Wark, Nikolaos Mastellos, Ana Luisa Neves, Joseph Gallagher, Azeem Majeed, Josip Car

JMIR Med Inform 2025;13:e58125

The Quality of Dermatology Match Information on Social Media Platforms: Cross-Sectional Analysis

The Quality of Dermatology Match Information on Social Media Platforms: Cross-Sectional Analysis

Our study evaluates the accuracy of dermatology match information on popular social media sites where medical students, residents, and attendings discuss medicine and residency application processes—Reddit, Student Doctor Network (SDN), and Tik Tok. In March 2024, we used the search terms “how to match into dermatology” and “advice for the dermatology match process,” identifying 34 sources and corresponding response comments from Tik Tok (n=10), Reddit (n=14), and SDN (n=10).

Anjali D'Amiano, Jack Kollings, Joel Sunshine

JMIR Dermatol 2025;8:e65217

Quality and Misinformation About Health Conditions in Online Peer Support Groups: Scoping Review

Quality and Misinformation About Health Conditions in Online Peer Support Groups: Scoping Review

In recent years, there has been a rapid increase in people’s use of web-based resources aimed at meeting their health information needs [1,2]. Seeking health information and advice from the internet has been described as the interaction of an individual (eg, patient, caregiver, or professional) with or through an electronic device or communication technology to access or to transmit health information [3].

Bethan M Treadgold, Neil S Coulson, John L Campbell, Jeffrey Lambert, Emma Pitchforth

J Med Internet Res 2025;27:e71140

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

Their findings highlight a focus on the well-being of individuals at both population and individual levels, emphasizing the use of data and information to enhance patient care. The prevalence of mobile health (m Health) as a dominant concept within digital health ecosystems was evident, closely interlinked with telehealth and artificial intelligence (AI) applications [1].

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

Consumer Engagement With Risk Information on Prescription Drug Social Media Pages: Findings From In-Depth Interviews

Consumer Engagement With Risk Information on Prescription Drug Social Media Pages: Findings From In-Depth Interviews

Risk information is also sometimes conveyed in a featured text post, a scrolling video post, a risk information pop-up, or a highlighted story. Many pharmaceutical companies place the risk information in multiple places on their social media pages and posts. However, even when this information is displayed in various locations, UI or UX features of social media platforms may still inhibit consumers’ ability to find, review, and comprehend the risk information.

Jacqueline B Amoozegar, Peyton Williams, Kristen C Giombi, Courtney Richardson, Ella Shenkar, Rebecca L Watkins, Amie C O'Donoghue, Helen W Sullivan

J Med Internet Res 2025;27:e67361

Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence

Creation of Scientific Response Documents for Addressing Product Medical Information Inquiries: Mixed Method Approach Using Artificial Intelligence

Pharmaceutical manufacturers play a crucial role in meeting health care professionals’ information needs by providing them with scientific response documents (SRDs). These documents provide comprehensive and evidence-based answers to unsolicited questions concerning a medication or disease state [1]. The development and maintenance of SRDs are entrusted to the medical information department within these organizations.

Jerry Lau, Shivani Bisht, Robert Horton, Annamaria Crisan, John Jones, Sandeep Gantotti, Evelyn Hermes-DeSantis

JMIR AI 2025;4:e55277

Crisis Communication About the Maui Wildfires on TikTok: Content Analysis of Engagement With Maui Wildfire–Related Posts Over 1 Year

Crisis Communication About the Maui Wildfires on TikTok: Content Analysis of Engagement With Maui Wildfire–Related Posts Over 1 Year

One study analyzed Tik Tok videos from official accounts featured in the COVID-19 information hub, focusing on how credible information was disseminated to combat misinformation during the pandemic, highlighting the platform’s role in delivering accessible, authoritative public health messaging [32].

Jim P Stimpson, Aditi Srivastava, Ketan Tamirisa, Joseph Keaweʻaimoku Kaholokula, Alexander N Ortega

JMIR Form Res 2025;9:e67515

Using Structured Codes and Free-Text Notes to Measure Information Complementarity in Electronic Health Records: Feasibility and Validation Study

Using Structured Codes and Free-Text Notes to Measure Information Complementarity in Electronic Health Records: Feasibility and Validation Study

Although rich in contextual information, unstructured data poses challenges for direct analysis because of its variability and lack of standardization [3,4]. Consequently, extracting meaningful information from unstructured data requires significant investment in manual labor, computational resources, and time.

Tom M Seinen, Jan A Kors, Erik M van Mulligen, Peter R Rijnbeek

J Med Internet Res 2025;27:e66910

Cultural Adaptation of an Aboriginal and Torres Strait Islanders Maternal and Child mHealth Intervention: Protocol for a Co-Design and Adaptation Research Study

Cultural Adaptation of an Aboriginal and Torres Strait Islanders Maternal and Child mHealth Intervention: Protocol for a Co-Design and Adaptation Research Study

Information sheets, leaflets, and consent forms will be available to use for recruitment support. Eligible women may directly approach the research team after reading the study information poster at any of the participating sites or the information leaflet provided to them by clinic staff of the participating sites. Furthermore, participating clinics will have project handouts to offer to eligible women.

Sana Ishaque, Ola Ela, Chris Rissel, Karla Canuto, Kerry Hall, Niranjan Bidargaddi, Annette Briley, Claire T Roberts, Sarah Jane Perkes, Anna Dowling, Billie Bonevski

JMIR Res Protoc 2025;14:e53748

Reflections From the Pandemic: Is Connectivism the Panacea for Clinicians?

Reflections From the Pandemic: Is Connectivism the Panacea for Clinicians?

As individuals, we are unable to process numerous sources of information simultaneously, and technology can help address this challenge by personalizing the information we receive. When faced with new ideas that do not align with previous knowledge, we either ignore new information or work harder to reframe our understanding. Our psychological drive for consensus suppresses disagreement, sometimes even in the face of evidence-based facts [8,19].

Jennifer Benjamin, Tyson Pillow, Heather MacNeill, Ken Masters, Anoop Agrawal, Neil Mehta

J Med Internet Res 2024;26:e53344