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A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

A Just-in-Time Adaptive Intervention (Shift) to Manage Problem Anger After Trauma: Co-Design and Development Study

Design principles and desired intervention components from qualitative interviews with ten participants aged 19‐49 years old with a history of trauma and problem anger. a —: not available. In addition to these design features, several other themes emerged in relation to a JITAI for anger.

Olivia Metcalf, David Forbes, Lauren M Henry, Tianchen Qian, Tracey Varker, Melissa A Brotman, Sean Cowlishaw, Karen E Lamb, Meaghan L O'Donnell

JMIR Hum Factors 2025;12:e62960

Co-Designed Online Training Program for Worry Management: The Role of Young People With Lived Experience of Worry in Program Development

Co-Designed Online Training Program for Worry Management: The Role of Young People With Lived Experience of Worry in Program Development

There were 4 phases of LEAP involvement: developing and refining session content (phase 1), exploring the feasibility of completing the training and obtaining feedback on modified content (phase 2), developing UX design (phase 3), and testing the online program prototype (phase 4). The highly iterative participatory design process enabled continuous feedback from LEAP members during all phases of program development. LEAP members were consulted online.

Jessica Steward, Michelle L Moulds, Colette R Hirsch

JMIR Form Res 2025;9:e66461

Design, Application, and Actionability of US Public Health Data Dashboards: Scoping Review

Design, Application, and Actionability of US Public Health Data Dashboards: Scoping Review

characteristics Stated goals or purposes of the dashboard (eg, tracking or monitoring) Design philosophy cited (eg, user-friendly, functional, and co-design) Design process (eg, iterative and collaborative) Dashboard features (eg, customization and search functionalities) Data visualization tools (eg, maps, graphs, and tables) Users and usability Intended audiences Public access (open, restricted or limited, and requires registration) Dissemination channels (eg, social media, news outlets, email, and listserv

Gretchen Stahlman, Itzhak Yanovitzky, Miriam Kim

J Med Internet Res 2025;27:e65283

Developing a Dyadic Immersive Virtual Environment Technology Intervention for Persons Living With Dementia and Their Caregivers: Multiphasic User-Centered Design Study

Developing a Dyadic Immersive Virtual Environment Technology Intervention for Persons Living With Dementia and Their Caregivers: Multiphasic User-Centered Design Study

This study followed a multiphasic conceptual model of user-centered design rooted in human factors research, as outlined by Witteman et al [38]; refer to Figure 1. In phase 1, design teams engaged users and other knowledge holders with the goal of understanding user needs, goals, and strengths. In phase 2, design teams iteratively developed and refined an initial intervention prototype with user feedback.

Elizabeth A Rochon, Ayush Thacker, Mirelle Phillips, Christine Ritchie, Ana-Maria Vranceanu, Evan Plys

JMIR Aging 2025;8:e66212

Co-Designed Digital Device for Tracking Rehabilitation Dosage in a Clinical Environment After Stroke: Mixed Methods Validity and Feasibility Study

Co-Designed Digital Device for Tracking Rehabilitation Dosage in a Clinical Environment After Stroke: Mixed Methods Validity and Feasibility Study

However, studies proposing electronic or digital methods for dosage tracking often do not adopt a co-design approach that would accommodate the full range of stroke severities, including cognitive and aphasic impairments.

Fiona Boyd, Gillian Sweeney, Mark Barber, Elaine Forrest, Mark Dunlop, Andrew Kerr

JMIR Rehabil Assist Technol 2025;12:e68129

Education and Symptom Reporting in an mHealth App for Patients With Cancer: Mixed Methods Development and Validation Study

Education and Symptom Reporting in an mHealth App for Patients With Cancer: Mixed Methods Development and Validation Study

This methodology is presented in two sections: (1) design a mobile application, and (2) validation and quality assessment. The research protocol for designing a health mobile application for patients with cancer was reviewed and approved by the Scientific Ethics Committee CEC Med-UC (09/2023) ID 230808005. All participants provided informed consent before submitting their responses. Participation was voluntary, and participants were informed of their right to withdraw at any time without consequence.

Carolina Muñoz Olivar, Miguel Pineiro, Juan Sebastián Gómez Quintero, Carlos Javier Avendaño-Vásquez, Pablo Ormeño-Arriagada, Silvia Palma Rivadeneira, Carla Taramasco Toro

JMIR Hum Factors 2025;12:e60169

Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study

Expert and Interdisciplinary Analysis of AI-Driven Chatbots for Mental Health Support: Mixed Methods Study

This work then investigated the relationship between design and care as manifested in today’s mental health–related chatbots. We suggest that mental health chatbot design can learn from a closer and more appropriately informed engagement with therapeutic practices, including through the involvement of mental health professionals in their development and evaluation.

Kayley Moylan, Kevin Doherty

J Med Internet Res 2025;27:e67114

Association of Virtual Nurses’ Workflow and Cognitive Fatigue During Inpatient Encounters: Cross-Sectional Study

Association of Virtual Nurses’ Workflow and Cognitive Fatigue During Inpatient Encounters: Cross-Sectional Study

A key consideration in implementing this emerging care delivery model is understanding workflow design, which protects virtual nurses from the unintended consequences of continuous virtual patient encounters [15].

Saif Khairat, Jennifer Morelli, Wan-Ting Liao, Julia Aucoin, Barbara S Edson, Cheryl B Jones

JMIR Hum Factors 2025;12:e67111

Experiences of Wheelchair Users With Spinal Cord Injury With Self-Tracking and Commercial Self-Tracking Technology (“In Our World, Calories Are Very Important”): Qualitative Interview Study

Experiences of Wheelchair Users With Spinal Cord Injury With Self-Tracking and Commercial Self-Tracking Technology (“In Our World, Calories Are Very Important”): Qualitative Interview Study

In this study, we focused on the experiences of people with SCI with mainstream technology as we aimed to contribute to an inclusive design. However, we recognize the importance of understanding and learning from assistive technology for our target demographic. This understanding could direct inclusive design research and practice as it provides insights into adjusting or expanding the mainstream technology to be more inclusive.

Vasiliki Mylonopoulou, Katerina Cerna, Alexandra Weilenmann, Mattias Rost, Tobias Holmlund

JMIR Hum Factors 2025;12:e65207