JMIR Human Factors

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Interoperability Framework of the European Health Data Space for the Secondary Use of Data: Interactive European Interoperability Framework–Based Standards Compliance Toolkit for AI-Driven Projects

The involved projects are PRIMAGE, CHAIMELEON, Eu Can Image, INCISIVE, Pro CAncer-I, and Radio Val. On the other hand, the EC adopted the new European Interoperability Framework (EIF) in 2017 [15] to connect public administrations, businesses, and citizens across Europe [16]. The EIF conceptual model comprises 4 levels of interoperability namely, legal, organizational, semantic, and technical interoperability, associated with the underlying 12 principles and 47 recommendations for proper implementation.

Rada Hussein, Amelie Gyrard, Somayeh Abedian, Philip Gribbon, Sara Alabart Martínez

J Med Internet Res 2025;27:e69813

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Leveraging Electronic Health Records in International Humanitarian Clinics for Population Health Research: Cross-Sectional Study

Sarah Draugelis, Jessica Hunnewell, Sam Bishop, Reena Goswami, Sean G Smith, Philip Sutherland, Justin Hickman, Donald A Donahue, George A Yendewa, Amir M Mohareb

JMIR Public Health Surveill 2025;11:e66223

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Developing an Online Community Advisory Board (CAB) of Parents From Social Media to Co-Design an Human Papillomavirus Vaccine Intervention: Participatory Research Study

“As I was reading [the persona descriptions], I could name specific people in my life who fit the characteristics of each character.” Identify key themes for presenting information in the intervention. Review narrative intervention content. “Knowledge and awareness has to come first to introduce the HPV vaccine into the general conversation.

Regan M Murray, Shawn C Chiang, Ann C Klassen, Jennifer A Manganello, Amy E Leader, Wen-Juo Lo, Philip M Massey

JMIR Form Res 2025;9:e65986

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Development of an eHealth Mindfulness-Based Music Therapy Intervention for Adults Undergoing Allogeneic Hematopoietic Stem Cell Transplantation: Qualitative Study

For usability testing, participants completed the 30-item USE questionnaire [65] which contains 4 subscales assessing usefulness (eg, “It helps me be more effective”), ease of use (eg, “It is easy to use”), ease of learning (eg, “I learned to use it quickly”), and satisfaction (eg, “I am satisfied with it”) on an 8-point Likert scale (1=strongly disagree to 8=strongly agree).

Sara E Fleszar-Pavlovic, Blanca Noriega Esquives, Padideh Lovan, Arianna E Brito, Ann Marie Sia, Mary Adelyn Kauffman, Maria Lopes, Patricia I Moreno, Tulay Koru-Sengul, Rui Gong, Trent Wang, Eric D Wieder, Maria Rueda-Lara, Michael Antoni, Krishna Komanduri, Teresa Lesiuk, Frank J Penedo

JMIR Form Res 2025;9:e65188

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A Novel Just-in-Time Intervention for Promoting Safer Drinking Among College Students: App Testing Across 2 Independent Pre-Post Trials

Sample items include “I think that I would like to use bhoos frequently” and “I thought bhoos was easy to use.” Responses to each item range from 1 (strongly disagree) to 5 (strongly agree). Possible scores on the SUS range from 0 to 100, with a higher score indicating higher overall usability of a system or program. The SUS has been used in roughly 3500 surveys within 273 studies evaluating a range of systems, interfaces, and programs [37]. Internal consistency of the SUS was good (α=0.84).

Philip I Chow, Jessica Smith, Ravjot Saini, Christina Frederick, Connie Clark, Maxwell Ritterband, Jennifer P Halbert, Kathryn Cheney, Katharine E Daniel, Karen S Ingersoll

JMIR Hum Factors 2025;12:e69873

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A New Mobile App to Train Attention Processes in People With Traumatic Brain Injury: Logical and Ecological Content Validation Study

For the evaluation of the content of the app and the theoretical model of Sohlberg and Mateer [9] regarding attention and that of Baer et al [29] regarding mindfulness by experts, a Likert-type scale was used with 4 possible responses: 1, I totally disagree; 2, I somewhat disagree; 3, I somewhat agree; and 4, I totally agree. For this analysis, the content validity index (CVI) was calculated from the count of the responses “I somewhat agree” and “I totally agree” divided by the total number of experts.

Roxanne Laverdière, Philip L Jackson, Frédéric Banville

JMIR Form Res 2025;9:e64174

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Development of Digital Strategies for Reducing Sedentary Behavior in a Hybrid Office Environment: Modified Delphi Study

Although applying physical changes such as standing desks may be a solution to break up sitting time at work, it appears to be a less feasible strategy in the home office context due to the expensive cost for the companies: I’m a big advocate of standing desks, standing workstations in terms of being effective but I appreciate that in this situation it’s probably not feasible for them to be incorporated in the home-office.

Iris Parés-Salomón, Cristina Vaqué-Crusellas, Alan Coffey, Bette Loef, Karin I Proper, Anna M Señé-Mir, Anna Puig-Ribera, Kieran P Dowd, Judit Bort-Roig