Theoretical Frameworks and Concepts

Implementation of a Virtual Hospital in the Home Service for Patients With COVID-19 in Queensland, Australia: Mixed Methods Evaluation Using the RE-AIM Framework

Linh Khanh Vo, Hannah E Carter, Steven M McPhail, Kelly McGowan, Shannon Wallis, Kate Atkinson, Michelle J Allen

J Med Internet Res 2025 (Sep 19); 27:e73749

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Maturity Framework for Operationalizing Machine Learning Applications in Health Care: Scoping Review

Yutong Li, Julie Tian, Ariana Xu, Russell Greiner, Jake Hayward, Andrew James Greenshaw, Bo Cao

J Med Internet Res 2025 (Sep 19); 27:e66559

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Developing an Evaluation System for Quality of Health Educational Short Videos on Social Media (LassVQ) Using Nominal Group Technique and Analytic Hierarchy Process: Qualitative Study

Yang Hu, Yiran Yang, Wei Li, Yan Zhou, Jing Sun

J Med Internet Res 2025 (Sep 18); 27:e72661

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A Design Thinking Approach for Transnational Adaptation of 2 Mobile Mental Health Apps: Tutorial for Researchers and Practitioners

Sylvie Bernaerts, Tom Van Daele, Christian Korthé Carlsen, Søren Lange Nielsen, Jolanda Schaap, Yvette Roke

J Med Internet Res 2025 (Sep 17); 27:e77048

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A Design Framework for Microintervention Software Technology in Digital Health: Critical Interpretive Synthesis

Dan Roland Persson, Mel Ramasawmy, Nushrat Khan, Amitava Banerjee, Ann Blandford, Jakob Eyvind Bardram, Per Bækgaard

J Med Internet Res 2025 (Sep 12); 27:e72658

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Predicting Unplanned Readmission Risk in Patients With Cirrhosis: Complication-Aware Dynamic Classifier Selection Approach

Zixin Shi, Linjun Huang, Xiaomei Xu, Kexue Pu, Qingpeng Zhang, Haolin Wang

JMIR Med Inform 2025 (Sep 10); 13:e63581

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Strategies for Tailoring Patient-Centered Technologies Across the Cancer Continuum: Protocol for a Scoping Review

Willi L Tarver, Diamond A Boyd, Pallavi Jonnalagadda, Mireille M Bitangacha, Timothy M Pawlik, Elizabeth Palmer Kelly, Electra D Paskett

JMIR Res Protoc 2025 (Sep 09); 14:e73705

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Concepts for the Integration and Implementation of mHealth Apps for Patients With Mental Disorders: Scoping Review

Felix Plescher, Klemens Höfer, Jürgen Wasem, Anna Bußmann, Stefanie Solar, Michael Minor, Sarah Schlierenkamp, Dieter Best, Josepha Katzmann, Enno Maaß, Udo Schneider, Anja Wadeck, Sophia Zander, Carina Abels

J Med Internet Res 2025 (Sep 08); 27:e66340

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Affordance Types and Their Determinants in Patient Mobile Health Portals Use: An Empirical Investigation

Haoran Zheng, Weidong Xia, Jingdong Ma

J Med Internet Res 2025 (Aug 27); 27:e74351

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Digital Catalysts for Noncommunicable Disease Prevention Serious Games and Gamified Applications: Framework Design Study

Christoph Aigner, René Baranyi, Thomas Grechenig

JMIR Serious Games 2025 (Aug 27); 13:e69246

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A Novel Approach to Care Redesign Collaboration Between Emergency and Specialty Departments: Qualitative Experience Report

Sonia Rose Harris, Christian Rose, Samantha MR Kling, Brett A Cohen, Olga Goldberg, Hannah Walton, Darlene Veruttipong, Mohamed Alhadha, Sheneé K Laurence, Shashank Ravi, Carl A Gold, Jonathan G Shaw, Laurice Yang, Cati G Brown-Johnson

JMIR Form Res 2025 (Aug 26); 9:e22028

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Evolving Digital Health Technologies: Aligning With and Enhancing the National Institute for Health and Care Excellence Evidence Standards Framework

Shayan Bahadori, Peter Buckle, Tayana Soukup Ascensao, Saira Ghafur, Patrick Kierkegaard

JMIR Mhealth Uhealth 2025 (Aug 22); 13:e67435

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Leveraging Promotional Strategies to Enhance Hospital Influence on Social Media: Cross-Sectional Study

Xinyun Zhong, Yiyuan Ma, Haiyue Yu

J Med Internet Res 2025 (Aug 22); 27:e70676

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Medical Science Data Value Evaluation Model: Mixed Methods Study

Dandan Wang, Yaning Liu

JMIR Med Inform 2025 (Aug 21); 13:e63544

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Integrating Patient Perspectives Into the Digital Health Technology Readiness Framework: Delphi Study

Elisenda de la Torre, Cristina Montane, Olga Rubio, Laura Sampietro-Colom, Araceli Camacho-Mahamud, Inmaculada Grau-Corral

J Med Internet Res 2025 (Aug 20); 27:e71600

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AI and Machine Learning Terminology in Medicine, Psychology, and Social Sciences: Tutorial and Practical Recommendations

Bo Cao, Russell Greiner, Andrew Greenshaw, Jie Sui

J Med Internet Res 2025 (Aug 18); 27:e66100

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Toward a Sociotechnical Ecosystem for Ethical Screening and Promotion of Mental Health and Well-Being

Federico Colecchia, Gabriella Spinelli, Dominik Havsteen-Franklin, Monomita Nandy

J Med Internet Res 2025 (Aug 14); 27:e64790

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Guideline-Based Clinical Decision Support Framework for Multimorbidity: Protocol for a Formulation and Testing Study

Zijun Wang, Ling Wang, Bingyi Wang, Hongfeng He, Zhewei Li, Di Zhu, Jie Zhang, Huayu Zhang, Yaolong Chen, Janne Estill

JMIR Res Protoc 2025 (Aug 14); 14:e63339

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Co-Opetition Strategies of Superior and Subordinate Hospitals for Integration of Electronic Health Records Within the Medical Consortiums in China Based on Two-Party Evolutionary Game Theory: Mixed Methods Study

Shenghu Tian, Rong Jiang, Jianfeng Yao, Yu Chen

JMIR Med Inform 2025 (Aug 14); 13:e70866

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AI-Supported Shared Decision-Making (AI-SDM): Conceptual Framework

Mohammed As'ad, Nawarh Faran, Hala Joharji

JMIR AI 2025 (Aug 07); 4:e75866

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