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User-Driven Development of a Digital Behavioral Intervention for Chronic Pain: Multimethod Multiphase Study

User-Driven Development of a Digital Behavioral Intervention for Chronic Pain: Multimethod Multiphase Study

Collaboration with end users to tailor the treatment is critical in the development phase to emphasize person-centeredness [20,21]. Furthermore, end-user engagement throughout the development process is essential for creating effective digital health interventions [22] and increasing ease of use [23].

Afra Selma Taygar, Sara Laureen Bartels, Rocío de la Vega, Ida Flink, Linnéa Engman, Suzanne Petersson, Sophie I Johnsson, Katja Boersma, Lance M McCracken, Rikard K Wicksell

JMIR Form Res 2025;9:e74064

Self-Determined Health App Evaluation Questionnaire Development: Mixed Methods Study

Self-Determined Health App Evaluation Questionnaire Development: Mixed Methods Study

In this context, we would like to appeal to the responsibility of app providers to make a positive contribution to societal challenges A white paper in line with “Good App Development Practice” or regional requirements from pp stores could introduce even quality-assurance restrictions, particularly regarding regulatory frameworks (eg, explicitly demanding a legally compliant imprint) as collected in the results of this work.

Angelika Rzepka, Kurt Edegger, Stefan Welte, Diotima Bertel, Anja Mandl, Günter Schreier

JMIR Hum Factors 2025;12:e63739

Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation

Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation

Furthermore, the quality scale employed was established as binary, using 0 and 1; a more refined granularity of the quality scale is pending further development. Future work aims to enhance model performance by applying feature engineering, using data augmentation techniques, and investigating possible adjustments in model selection. Despite current limitations, even imperfect predictive models are valuable as they direct manual review efforts, reduce workload, and improve overall data quality assessment.

Caroline Bönisch, Christian Schmidt, Dorothea Kesztyüs, Hans A Kestler, Tibor Kesztyüs

JMIR Med Inform 2025;13:e60204

Understanding Barriers to Home Safety Assessment Adoption in Older Adults: Qualitative Human-Centered Design Study

Understanding Barriers to Home Safety Assessment Adoption in Older Adults: Qualitative Human-Centered Design Study

This study aimed to (1) identify specific barriers perceived by community-dwelling older adults in accessing and implementing home safety assessments and modifications, (2) explore attitudes of health care professionals and additional stakeholders toward home safety assessments, and (3) identify novel design opportunities to guide the development and implementation of more effective home safety assessment techniques and practices.

Jonathan J Lee, Devika Patel, Meghana Gadgil, Simone Langness, Christiana Dagmar von Hippel, Amanda Sammann

JMIR Hum Factors 2025;12:e66854

An Online Family Literacy and Wellness Program for Latino Dual Language Learners: Pilot Randomized Waitlist Controlled Trial

An Online Family Literacy and Wellness Program for Latino Dual Language Learners: Pilot Randomized Waitlist Controlled Trial

Several programs are designed to be embedded within early childhood settings to promote early language development among DLLs [13,14]. However, early childhood interventions can simultaneously promote both physical and academic school readiness. Interventions focused on family literacy offer a clear example. Family literacy can be defined as the way families use literacy in their homes and communities, including during typical routines [15-17].

Kevin D Guerrero, Lucia Lakata, Daniel Lima, Caroline Mendoza, Nila Uthirasamy, Lesley M Morrow, Silvia Perez-Cortes, Maria Pellerano, Alicja Bator, Pamela Ohman Strickland, Benjamin F Crabtree, Manuel E Jimenez

JMIR Pediatr Parent 2025;8:e60764

Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review

Use of Technology to Support Health Care Providers Delivering Care in Low- and Lower-Middle-Income Countries: Systematic Umbrella Review

In May 2018, countries unanimously adopted a World Health Assembly resolution calling for the World Health Organization (WHO) to develop a digital strategy to support universal health coverage (UHC) and ultimately help countries achieve the health aims of the Sustainable Development Goals (SDGs) [1,2]. Amid the heightened interest, digital health innovations (DHIs) have often been rolled out without thorough evaluation, resulting in a proliferation of short-lived projects and diverse digital tools [3,4].

Adam Craig, Harriet Lawford, Maggie Miller, Liuyi Chen-Cao, Leanna Woods, Siaw-Teng Liaw, Myron Anthony Godinho

J Med Internet Res 2025;27:e66288

Remote Photoplethysmography Technology for Blood Pressure and Hemoglobin Level Assessment in the Preoperative Assessment Setting: Algorithm Development Study

Remote Photoplethysmography Technology for Blood Pressure and Hemoglobin Level Assessment in the Preoperative Assessment Setting: Algorithm Development Study

However, this development study serves as a promising basis to guide and optimize future studies, which will further develop and validate the model. There were some limitations that we considered in our study. One limitation faced was the lack of a reference protocol for contactless vital signs monitoring.

Selene Y L Tan, Jia Xin Chai, Minwoo Choi, Umair Javaid, Brenda Pei Yi Tan, Belinda Si Ying Chow, Hairil Rizal Abdullah

JMIR Form Res 2025;9:e60455

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

Despite the potential, there are many challenges to the development of innovative digital mental health tools for anger. First, the overwhelming majority of research into digital mental health tools has focused on depression and anxiety, and the foundation for building anger-focused digital solutions is limited and nonspecific [10]. Second, digital mental health tools more broadly face significant challenges around uptake and usage [11].

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

We obtained feedback on the content, look, and feel of the online training program over different phases of development, with the goals of maximizing potential user satisfaction and engagement of the target population when they are offered the finalized version of the online training. LEAP members’ involvement was made up of 4 phases. The aim of phase 1 was to develop session content.

Jessica Steward, Michelle L Moulds, Colette R Hirsch

JMIR Form Res 2025;9:e66461