Digital Health Reporting Standards, Quality and Transparency in e-Research

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Articles published in 2026 in this theme: 52 (scroll down to load remaining articles)

2026

Man walking in park using smartphone, with couple in background

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Intensive Longitudinal Data Collection Methods in Health Research: Tutorial for Selecting Measures and Designing a Sampling Protocol

Jimikaye Courtney, Genevieve Dunton

JMIR Mhealth Uhealth 2026 (Sep 08); 14:e81290

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Two business professionals reviewing financial charts and data on a tablet.

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Performance, Failures, and Oversight of a Large Language Model Agent for Clinical Data Analysis: Evaluation Study

Yilan Wu, Dun Jack Fu, Yukun Zhou, Siegfried K Wagner, Pearse A Keane

J Med Internet Res 2026 (Sep 08); 28:e99597

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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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Doctor in scrubs touching a futuristic medical display showing brain and heart scans.

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Generative Artificial Intelligence for Qualitative Methods in Health Research: Rapid Review

Raúl D Gierbolini-Rivera, Milena Franco Silva, Alexandre Augusto de Paula da Silva, Ross C Brownson, Diana C Parra, Maura M Kepper, Amy A Eyler

J Med Internet Res 2026 (Aug 31); 28:e98551

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Balance scale comparing time, data, and problem-solving to innovation and growth.

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How Many Instruments Do We Need? Strengths, Weaknesses, and Potentials for Further Developments of Digital Health Literacy Measurement Instruments: Narrative Overview of Reviews and Content Analysis

Pauline Kaboth, Lorenz Harst, Jochen Schmitt, Madlen Scheibe

Interact J Med Res 2026 (Aug 28); 15:e91603

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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 interacting with futuristic medical displays of brain, heart, and DNA

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Digital Phenotyping in Health Research: Scoping Review of Methods, Gaps, and Opportunities

Nolwenn Badier, Alice Lafitte, Audrey Difernand, Gloria A Aguayo, Guy Fagherazzi, Jukka-Pekka Onnela, Benjamin Vittrant, Bastien Lechat, Quentin De Larochelambert, Jean-François Toussaint, Lidia Delrieu

J Med Internet Res 2026 (Aug 27); 28:e91747

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Nurse in blue scrubs reviews patient chart and computer schedule at desk

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Public Reporting Systems in Health Care and the Underconceptualized Technical Substrate, a Core Information Systems Dimension: Scoping Review

Elorm Damalie, Reima Suomi, Moustafa Mahmoud

JMIR Med Inform 2026 (Aug 24); 14:e84820

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Two women in a recording studio, one speaking into a microphone, the other observing a laptop screen displaying voice analysis data.

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Demographic Confounding in Voice-Based Parkinson Disease Screening: Methodological Analysis of the Bridge2AI Voice Dataset

Shikhar Shukla, Parvati Naliyatthaliyazchayil, Judy W Gichoya, Saptarshi Purkayastha

J Med Internet Res 2026 (Aug 20); 28:e95609

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Two data scientists analyze neural network code on screens, showing glowing brain and data visualizations.

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The Reliability of Human Evaluation of Large Language Models in Health Care Settings: Scoping Review

Euijun Yang, Siyeon Ko, Hyekyung Woo

J Med Internet Res 2026 (Aug 19); 28:e98184

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Woman teaching child alphabet letters and numbers at a table

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Multilevel Evaluation of ECHO Autism Programs: Development and Pilot Study of a Standardized Minimum Dataset

Katrina Boles, Kimberly Hoffman, Melissa Mahurin, Robin Hardesty, Valeria Nanclares-Nogués, Melinda Odum, Ramiro Mitre, Kristin Sohl

JMIR Form Res 2026 (Aug 18); 10:e86274

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Man and woman in VR headsets interacting with a glowing digital brain interface.

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PRISMA-trAIce: A Name Without Endorsement

David Moher, Matthew Page, Joanne McKenzie, Yemisi Takwoingi, Evan Mayo-Wilson

JMIR AI 2026 (Aug 18); 5:e104210

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NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study

Md Saiful Islam, Sooyong Park, Evelyn Xiaoxiao Ma, Tariq Adnan, Ehsan Hoque

J Med Internet Res 2026 (Aug 18); 28:e91756

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Defining Health Misinformation: Theoretical Concept Analysis

Johanna Saia Pope, Paula Byrne, Declan Devane, Tina D Purnat, Maura Dowling

J Med Internet Res 2026 (Jul 28); 28:e79410

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Doctor analyzing medical data and brain scans on a computer screen with alert.

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Evaluation Frameworks for Clinical AI Incorporating Validation Strategies, Real-World Applicability, and Ethical Principles: Scoping Review

Diana Carolina López Medina, Aida Oliveros-Navarro, Nataly Moreno Angel, Andrés Camilo Herrera- Arellano, Marcela Henao-Pérez

J Med Internet Res 2026 (Jul 22); 28:e78168

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Cybersecurity team analyzing "SYSTEM HACKED" alert on monitors

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Consensus Statement on Digital Health and Attention-Deficit/Hyperactivity Disorder by the European Network for ADHD (EUNETHYDIS): Modified Delphi Study

Anna Price, Emi Furukawa, Alessio Bellato, Pascal-M Aggensteiner, Matthew Bellringer, Claire Cattel, Samuele Cortese, David Daley, Manfred Döpfner, Federica Donno, Madeleine J Groom, Anna Kaiser, Christina Kini-Seery, Katarzyna Kostyrka-Allchorne, Jonna Kuntsi, Stuart Kyle, Elizabeth B Liddle, Giorgia Michelini, Emilie S Nordby, Nicholas Peres, Tashinga Ruzive, Anita Salimi, Douglas Sjöwall, Edmund J S Sonuga-Barke, James Wenger, Tamsin Newlove-Delgado

J Med Internet Res 2026 (Jul 16); 28:e85638

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Elderly woman checks blood pressure and healthcare app on tablet

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Developing a Core Outcome Set for the Evaluation of Remote Patient Monitoring Interventions Using the Sextuple Aim: Modified Delphi Study

Anna Heilig, Tobias Bonten, Kasper Recourt, M Elske van den Akker-van Marle

J Med Internet Res 2026 (Jul 15); 28:e92863

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Nurse looking at SPHN Metadata Catalog on a computer screen

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The Swiss Personalized Health Network Metadata Catalog: Platform for Health Data Discovery and Exploration Based on Findable, Accessible, Interoperable, and Reusable Principles

Harald Witte, Deepak Raveendran Unni, Philip Krauss, Vasundra Touré, Jan Armida, Sabine Österle

JMIR Med Inform 2026 (Jul 14); 14:e90146

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Infographic detailing the Rayyan Method for transparent systematic review deduplication

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Enhancing Transparency, Auditability, and Reproducibility of Deduplication in Systematic Reviews: Tutorial for the Rayyan Method and Systematic Auto Resolver

Mimi M Kim, Amin M Shanaa, Robert Ayan, Mohammad Aboelnour, Hossam Hammady

Interact J Med Res 2026 (Jul 14); 15:e94317

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Person using a phone app for guided breathing exercises

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Conceptualization, Operationalization, and Measurement of Adherence to Patient-Facing Digital Health Applications: Protocol for a Scoping Review

Ludovico Cavallaro, Philipp Graf, Josephine Verona Konrad, Julia Zielke, Jan C Zoellick, Danielly de Paula, Ariel Dora Stern

JMIR Res Protoc 2026 (Jul 08); 15:e95287

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