Theoretical Frameworks and Concepts

Implementation of a Web-Based Program for Advance Care Planning and Evaluation of its Complexity With the Nonadoption, Abandonment, Scale-Up, Spread, And Sustainability (NASSS) Framework: Qualitative Evaluation Study

Doris van der Smissen, Maud A Schreijer, Lisette J E W C van Gemert-Pijnen, Rudolf M Verdaasdonk, Agnes van der Heide, Ida J Korfage, Judith A C Rietjens

JMIR Aging 2025 (Mar 04); 8:e49507

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Finding Consensus on Trust in AI in Health Care: Recommendations From a Panel of International Experts

Georg Starke, Felix Gille, Alberto Termine, Yves Saint James Aquino, Ricardo Chavarriaga, Andrea Ferrario, Janna Hastings, Karin Jongsma, Philipp Kellmeyer, Bogdan Kulynych, Emily Postan, Elise Racine, Derya Sahin, Paulina Tomaszewska, Karina Vold, Jamie Webb, Alessandro Facchini, Marcello Ienca

J Med Internet Res 2025 (Feb 19); 27:e56306

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Exploring Metadata Catalogs in Health Care Data Ecosystems: Taxonomy Development Study

Simon Scheider, Mostafa Kamal Mallick

JMIR Form Res 2025 (Feb 18); 9:e63396

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A Hierarchical Framework for Selecting Reference Measures for the Analytical Validation of Sensor-Based Digital Health Technologies

Jessie P Bakker, Samantha J McClenahan, Piper Fromy, Simon Turner, Barry T Peterson, Benjamin Vandendriessche, Jennifer C Goldsack

J Med Internet Res 2025 (Feb 07); 27:e58956

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AI for IMPACTS Framework for Evaluating the Long-Term Real-World Impacts of AI-Powered Clinician Tools: Systematic Review and Narrative Synthesis

Christine Jacob, Noé Brasier, Emanuele Laurenzi, Sabina Heuss, Stavroula-Georgia Mougiakakou, Arzu Cöltekin, Marc K Peter

J Med Internet Res 2025 (Feb 05); 27:e67485

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Why AI Monitoring Faces Resistance and What Healthcare Organizations Can Do About It: An Emotion-Based Perspective

Karl Werder, Lan Cao, Eun Hee Park, Balasubramaniam Ramesh

J Med Internet Res 2025 (Jan 31); 27:e51785

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Designing Health Recommender Systems to Promote Health Equity: A Socioecological Perspective

Caroline A Figueroa, Helma Torkamaan, Ananya Bhattacharjee, Hanna Hauptmann, Kathleen W Guan, Gayane Sedrakyan

J Med Internet Res 2025 (Jan 30); 27:e60138

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Harnessing Human-Centered Design for Evidence-Based Psychosocial Interventions and Implementation Strategies in Community Settings: Protocol for Redesign to Improve Usability, Engagement, and Appropriateness

Aaron R Lyon, Sean A Munson, Michael D Pullmann, Brittany Mosser, Tricia Aung, John Fortney, Alex Dopp, Katie P Osterhage, Helen G Haile, Kathryn E Bruzios, Brittany E Blanchard, Ryan Allred, Macey R Fuller, Patrick J Raue, Ian Bennett, Jill Locke, Karen Bearss, Denise Walker, Elizabeth Connors, Eric Bruns, Jenna Van Draanen, Doyanne Darnell, Patricia A Areán

JMIR Res Protoc 2025 (Jan 29); 14:e65446

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Advantages and Inconveniences of a Multi-Agent Large Language Model System to Mitigate Cognitive Biases in Diagnostic Challenges

Cedric Bousquet, Divà Beltramin

J Med Internet Res 2025 (Jan 20); 27:e69742

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Evaluating the Impacts of Community-Campus Engagement on Population Health in Ottawa and Thunder Bay, Canada: Protocol for a Mixed Methods Contribution Analysis

David Buetti, Cynthia Larche, Michael Fitzgerald, Isabelle Bourgeois, Erin Cameron, Kady Carr, Tim Aubry, Sydney Persaud, Claire E Kendall

JMIR Res Protoc 2025 (Jan 17); 14:e58546

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Assessment, Decision, Adaptation, Production, Topical Experts-Integration, Training, and Testing (ADAPT-ITT) Framework to Tailor Evidence-Based Posttraumatic Stress Disorder Treatment for People With HIV to Enhance Engagement and Adherence: Qualitative Results from a Feasibility Randomized Controlled Trial

Cristina M Lopez, Angela D Moreland, Stephanie Amaya, Erin Bisca, Christin Mujica, Tayler Wilson, Nathaniel Baker, Lauren Richey, Allison Ross Eckard, Patricia A Resick, Steven A Safren, Carla Kmett Danielson

JMIR Form Res 2025 (Jan 16); 9:e64258

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A Holistic Digital Health Framework to Support Health Prevention Strategies in the First 1000 Days

Silvia Gabrielli, Oscar Mayora Ibarra, Stefano Forti

JMIR Pediatr Parent 2025 (Jan 16); 8:e55235

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Enhancing HIV Cognitive Abilities and Self-Management Through Information Technology–Assisted Interventions: Scoping Review

Hao Huang, MeiLian Xie, Zhen Yang, AiPing Wang

J Med Internet Res 2025 (Jan 13); 27:e57363

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The CeHRes Roadmap 2.0: Update of a Holistic Framework for Development, Implementation, and Evaluation of eHealth Technologies

Hanneke Kip, Nienke Beerlage-de Jong, Lisette J E W C van Gemert-Pijnen, Saskia M Kelders

J Med Internet Res 2025 (Jan 13); 27:e59601

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Factors Associated With Digital Capacity for Health Promotion Among Primary Care Workers: Cross-Sectional Survey Study

Yining Wang, Hui Ren, Shaotan Xiao, Tian Meng, Shuyue Sun, Siyu Yu, Qing Liu, Fan Wang

J Med Internet Res 2024 (Dec 20); 26:e63054

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Dimensions and Subcategories of Digital Maturity in General Practice: Qualitative Study

Timo Neunaber, Achim Mortsiefer, Sven Meister

J Med Internet Res 2024 (Dec 19); 26:e57786

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Emotional Touch Nursing Competencies Model of the Fourth Industrial Revolution: Instrument Validation Study

Sun-Young Jung, Ji-Hyeon Lee

Asian Pac Isl Nurs J 2024 (Dec 16); 8:e67928

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Discovering Time-Varying Public Interest for COVID-19 Case Prediction in South Korea Using Search Engine Queries: Infodemiology Study

Seong-Ho Ahn, Kwangil Yim, Hyun-Sik Won, Kang-Min Kim, Dong-Hwa Jeong

J Med Internet Res 2024 (Dec 16); 26:e63476

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

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

J Med Internet Res 2024 (Dec 03); 26:e53344

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Enhancing Ultrasound Image Quality Across Disease Domains: Application of Cycle-Consistent Generative Adversarial Network and Perceptual Loss

Shreeram Athreya, Ashwath Radhachandran, Vedrana Ivezić, Vivek R Sant, Corey W Arnold, William Speier

JMIR Biomed Eng 2024 (Dec 17); 8:e58911

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