Theoretical Frameworks and Concepts

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Articles published in 2026 in this theme: 121 (scroll down to load remaining articles)

2026

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Promise, Mimicry, and Surveillance: Responsibly Integrating Artificial Intelligence With Socratic Inquiry in Medical Education

José Daniel Sánchez

JMIR Med Educ 2026 (Sep 10); 12:e102958

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Brain MRI scans connected by a network of glowing nodes and symbols.

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Integrating Heterogeneous Real-World Cancer Data for Semantic Interoperability in Oncology and Medical Imaging: Development and Validation of the Cancer Image Europe Hyperontology

Mirna El Ghosh, Varvara Kalokyri, Maciej Bobowicz, Melanie Sambres, Morgan Vaterkowski, Olga Giraldo, Jean Charlet, Laure Fournier, Catherine Duclos, Xavier Tannier, Gianna Tsakou, Manolis Tsiknakis, Ferdinand Dhombres, Christel Daniel

J Med Internet Res 2026 (Sep 08); 28:e85607

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Medical team uses advanced technology to review patient data and human anatomy on screens.

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Role-Differentiated AI Competencies and Curriculum Implications for Health Professions Education: Qualitative Study

Yuyi Park, Yejin Han, Hyeongjo Kim, Solmoe Ahn, Frederick William Kron, Jihyun Lee

JMIR Med Educ 2026 (Sep 08); 12:e97608

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Doctor shows patient a tablet with a medical questionnaire, discussing health history.

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Unified Theory of Acceptance and Use of Technology Questionnaire in Swedish Prehospital Care: Translation, Cross-Cultural Adaptation, and Pilot Psychometric Study

David Summermatter, Jeanette Melin, Hans Blomberg, Björn Äng, Anneli Strömsöe

JMIR Form Res 2026 (Sep 08); 10:e96083

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Infographic: GLP-1 therapy, habit windows, and digital support for behavior change.

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Digital Behavioral Infrastructure for Glucagon-Like Peptide-1 Pharmacotherapy: Viewpoint on Persistence, Tolerability, and Postcessation Durability

Geoff Cook

J Med Internet Res 2026 (Sep 08); 28:e104227

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Team discusses Representational Veracity, models, and targets on a screen.

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Representational Veracity in Data Science Health Research: Targets, Proxies, Labels, and Descriptors

Clement Adebamowo, Sally N Adebamowo, Adeola Akintola, Peter Ikhane, Simisola Akintola, Temidayo Ogundiran, Ayodele Jegede, Olusegun Adeyemo, Shawneequa Callier, Muhammad K Imam-Tamim, Ibrahim Uthman, BridgELSI Project as part of DSI Africa Consortium

J Med Internet Res 2026 (Sep 02); 28:e102537

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Infographic on healthcare analytics maturity, HITL-KG framework, and overcoming knowledge loss.

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Health Care Analytics Challenges: A 3-Pillar Framework Connecting Analytics Maturity, Workforce Agility, and Technical Enablement

Samuel Thomas Harrold

Interact J Med Res 2026 (Aug 31); 15:e96541

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Doctor reviewing MRI scans of the spine on a computer monitor.

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Application of Digital Health Technologies in Scoliosis Rehabilitation: Systematic Review Based on the Technology Classification Framework

Yujie Guan, Zelin Liu, Jiaben Xu, Qi Qin, Xian Wang, Chengyuan An, Gege Wang, Zhiyuan Zhang, Maomao Gong, Bin Zhao

J Med Internet Res 2026 (Aug 28); 28:e91461

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Elderly person using an automatic pill dispenser for medication management

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Contexts and Mechanisms Related to the Efficacy of Digital Medication Adherence Interventions to Support Medication Adherence Among Adults With Chronic Diseases: Realist Review

Srinjaya Saha, Yvonne Latham, Carol Holland

Interact J Med Res 2026 (Aug 28); 15:e89803

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Doctor in white coat reviewing medical data on a tablet.

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Understanding the Limits of Patient Safety Classification Systems for Health Information Technology–Related Incidents

Md Shafiqur Rahman Jabin

JMIR Hum Factors 2026 (Aug 28); 13:e91783

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Surgeon putting on sterile gloves in an operating room with surgical team.

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A Conceptual Framework for 4D Holographic Visualization in Gastrointestinal Endoscopy: Toward Externalized Spatiotemporal Cognition

Hayato Yamaguchi, Masakatsu Fukuzawa, Takashi Kawai, Fumito Yamanishi, Takahiro Muramatsu, Tadashi Ichimiya, Yasuyuki Kagawa, Kumiko Uchida, Akira Madarame, Takashi Morise, Yoshiya Yamauchi, Shin Kono, Sakiko Naito, Takao Itoi

JMIR XR Spatial Comput 2026 (Aug 27); 3:e99446

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Nurse in blue scrubs typing on a laptop next to X-rays

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The Impact of Digital Transformation on Nursing Professional Experience: Critical Interpretive Synthesis Review Developing the Fragmented Professional Transition in Nursing (FPT-N) Model

Yan Sun, Shangqing Xu, Liyan Wang, Fenyan Wang, Tingting Su, Xueli Tao, Minjie Ma, Xiaoli Ma

Asian Pac Isl Nurs J 2026 (Aug 25); 10:e94189

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Tablet displaying "Evaluation" with icons for data analysis and business strategy.

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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

Haoyuan Wang, Chuan Hong, Michael Pencina, Matthew Engelhard

JMIR AI 2026 (Aug 24); 5:e85822

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Doctor in white coat discusses patient health with clipboard

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The Challenges of AI Applications in Health Care: Qualitative Study

Lilin Qiu, Shuyao Li, Yumei Liang, Shuyu Lu, Pinyue Tao

J Med Internet Res 2026 (Aug 18); 28:e92979

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Medical supplies: syringe, vial, stethoscope, and pen on a document.

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Advancing Evidence-Based Medicine for Population, Intervention, Comparison, and Outcome Element Recognition and Extraction in Medical Literature: Large Language Model Approach

Zeyuan Hao, Yifan Duan, Yu Wang

J Med Internet Res 2026 (Aug 14); 28:e91215

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Young woman in glasses frustrated with smartphone at desk

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Psychological Processes of Telecommunications Fraud: Development of a Three-Stage Framework and Cross-Sectional Quantitative Elaboration in a Mixed Methods Study

Yujie Huang, Jun Gao, Yuhong Zhou, Xuemei Gao, Qinghua He

J Med Internet Res 2026 (Aug 13); 28:e87395

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Man with head down, arms crossed over knees, looking sad

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Conceptualization From the Sensors to Suicide-Related Outcomes: Scoping Review Based on Layered Hierarchical Sensemaking Framework

Sohee Kim, Jinyeong Kim, Wai Tong Chien, Tzu Tsun Luk, Yu Zhang, Zhen Yang Abel Tan, Eunju Park, Heejung Kim

JMIR Mhealth Uhealth 2026 (Aug 13); 14:e98616

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Two women looking at a tablet with health goals, another woman walks in the background

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Designing for Autonomous Motivation: Qualitative Interview Study on Pre-Enrollment Preferences of Survivors of Cancer for Digital Health Behavior Change Programs

Monisola Jayeoba, Rachel Sohn, Abigail Louise Weiss, Anja Stanic, Rana Mazzetta, Alice Pham, Laura Danielle Scanlan, Mario Garcia, Armaan Sidhu, Elizabeth Ho, Sofia F Garcia, Brian Hitsman, Siobhan M Phillips, Bonnie Spring, Maia Jacobs

J Med Internet Res 2026 (Aug 10); 28:e87514

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Young woman looking stressed while working on a laptop at home

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Designing a Trauma-Informed Safety by Design Framework for Nonconsensual Intimate Image Removal Platforms: A 2-Phase Sequential Exploratory Study

Ji-yeon Lee, Yejun Koh

JMIR Hum Factors 2026 (Aug 10); 13:e94438

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