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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

The aim of this study was to understand the tailoring variables and co-design the intervention options of a JITAI with individuals who have experienced trauma and problem anger, alongside experts in digital and mental health, by understanding: What is the preferred language, visual features, and content of a digital mental health tool to help individuals manage their problem anger? When do individuals need support to manage their anger differently?

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

Evaluation of the Digital Support Tool Gro Health W8Buddy as Part of Tier 3 Weight Management Service: Observational Study

Evaluation of the Digital Support Tool Gro Health W8Buddy as Part of Tier 3 Weight Management Service: Observational Study

However, there are currently no studies assessing outcomes for a digital tool specifically created for a specialist NHS WMS that is fully incorporated into the patient pathway. In September 2022, an innovative digital support tool, Gro Health W8 Buddy, was launched in the specialist WMS at University Hospital Coventry and Warwickshire Trust (UHCW). W8 Buddy is a bespoke version of the NHS-certified app “Gro Health.”

Petra Hanson, Farah Abdelhameed, Mohammed Sahir, Nick Parsons, Arjun Panesar, Michaela de la Fosse, Charlotte Summers, Amit Kaura, Harpal Randeva, Vinod Menon, Thomas M Barber

J Med Internet Res 2025;27:e62661

Bridging Data Gaps in Emergency Care: The NIGHTINGALE Project and the Future of AI in Mass Casualty Management

Bridging Data Gaps in Emergency Care: The NIGHTINGALE Project and the Future of AI in Mass Casualty Management

response using technological tools: a qualitative study assessing the perception of practitioners and tooltool

The NIGHTINGALE Consortium, Marta Caviglia

J Med Internet Res 2025;27:e67318

Machine Learning–Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study

Machine Learning–Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study

The ability of the EACH score to distill complex clinical data into a quantifiable stroke risk assessment provides a clear and actionable tool for perioperative stroke risk stratification.

Mi-Young Oh, Hee-Soo Kim, Young Mi Jung, Hyung-Chul Lee, Seung-Bo Lee, Seung Mi Lee

J Med Internet Res 2025;27:e58021

Health Communication on the Internet: Promoting Public Health and Exploring Disparities in the Generative AI Era

Health Communication on the Internet: Promoting Public Health and Exploring Disparities in the Generative AI Era

Gen AI, a novel communication tool, mimics human responses during follow-up inquiries. Its conversational nature is particularly advantageous for health communication, enabling it to address various health inquiries, deliver customized health information, provide education, offer consultations, assist in disease diagnosis, simplify complex health reports, and translate health-related questions into multiple languages [5-7].

Jamal Uddin, Cheng Feng, Junfang Xu

J Med Internet Res 2025;27:e66032

Uncovering Specific Navigation Patterns by Assessing User Engagement of People With Dementia and Family Caregivers With an Advance Care Planning Website: Quantitative Analysis of Web Log Data

Uncovering Specific Navigation Patterns by Assessing User Engagement of People With Dementia and Family Caregivers With an Advance Care Planning Website: Quantitative Analysis of Web Log Data

Furthermore, it provides accessibility features, such as text-to-speech and text enlargement and 2 interactive communication tools, an “Interactive Card Tool” based on the recently developed paper-based version of the Levenswensen (Life Wishes) cards and a fill-in tool “Thinking Now About Later,” that guides users through a reflective process to help users think and talk about and write down their preferences for the present and future (Multimedia Appendices 1 and 2).

Charlèss Dupont, Tinne Smets, Courtney Potts, Fanny Monnet, Lara Pivodic, Aline De Vleminck, Chantal Van Audenhove, Maurice Mulvenna, Lieve Van den Block

JMIR Aging 2025;8:e60652