Reviews on Human Factors

Machine Learning for the Analysis of Healthy Lifestyle Data: Scoping Review and Guidelines

Tony Estrella, Lluis Capdevila, Carla Alfonso, Josep-Maria Losilla

JMIR Hum Factors 2026 (Feb 27); 13:e78648

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Design Practices for Data Dashboards in Health Care: Scoping Review

Heike Vornhagen, Stephen Barrett, Ciara Carroll, Lydia Kavochi Iladiva, Gregory Martin, Declan McKeown, Jennifer Martin

J Med Internet Res 2026 (Feb 25); 28:e77361

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How and Why Telehealth Interventions Improve Self-Care Among Vulnerable Groups of Patients With Heart Failure: Scoping Review and Rapid Realist Synthesis

Saleema Allana, Colleen Norris, Armish Hussain, Nada Alaidarous, Raza Muhammad Haider, Alexander M Clark

JMIR Hum Factors 2026 (Feb 23); 13:e78859

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Physical and Psychological Effects of Smartphone App–Based Walking Interventions in Community-Dwelling Older Adults: Systematic Review and Behavior Change Technique–Informed Analysis

Hiroki Abe, Tomohiro Isinuki, Rinako Ono, Naoki Kanaya, Masaya Tanno, Michiyo Hirano

JMIR Hum Factors 2026 (Feb 12); 13:e78042

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Toward Inclusive Design Heuristics for Digital Health Interventions for the Aging Population: Scoping Review

Kerstin Denecke, Lana Cvijic, Carolyn Petersen

J Med Internet Res 2025 (Dec 22); 27:e79449

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Endometriosis Support and Development of Digital Technology–Based Interventions: Systematic Review

Tivizio Pavic, Kévin Nadarajah, Alain Somat, Geneviève Cabagno, Florence Terrade

JMIR Hum Factors 2025 (Oct 14); 12:e71859

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Health Care Professionals’ Perspectives of Socially Assistive Robots in Health Care Settings: Systematic Review

Yun Hsuan Lee, Fang Yu Hsu, Angela Shin-Yu Lien

J Med Internet Res 2025 (Oct 09); 27:e79634

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Representation of Rural Older Adults in AI for Health Research: Systematic Literature Review

Kristina Shiroma, Jacqueline Miller

JMIR Hum Factors 2025 (Sep 15); 12:e70057

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Critical Assessment of Large Language Models’ (ChatGPT) Performance in Data Extraction for Systematic Reviews: Exploratory Study

Hesam Mahmoudi, Doris Chang, Hannah Lee, Navid Ghaffarzadegan, Mohammad S Jalali

JMIR AI 2025 (Sep 11); 4:e68097

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Toward Human-Centered Artificial Intelligence for Users’ Digital Well-Being: Systematic Review, Synthesis, and Future Directions

Youngsoo Shin

JMIR Hum Factors 2025 (Sep 10); 12:e69533

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Personalized Interactive Music Systems for Physical Activity and Exercise: Exploratory Systematic Review and Meta-Analysis

Andrew Danso, Tiia Kekäläinen, Friederike Koehler, Keegan Knittle, Patti Nijhuis, Iballa Burunat, Pedro Neto, Anastasios Mavrolampados, William M Randall, Niels Chr Hansen, Alessandro Ansani, Timo Rantalainen, Vinoo Alluri, Martin Hartmann, Rebecca S Schaefer, Johanna K Ihalainen, Rebekah Rousi, Kat R Agres, Jennifer MacRitchie, Petri Toiviainen, Suvi Saarikallio, Sebastien Chastin, Geoff Luck

JMIR Hum Factors 2025 (Sep 08); 12:e70372

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Tailoring for Health Literacy in the Design and Development of eHealth Interventions: Systematic Review

Jan Wessel Hovingh, Cynthia Elderson-van Duin, Derek A Kuipers, Yanda van Rood, Geke D S Ludden, Denise J C Hanssen, Judith G M Rosmalen

JMIR Hum Factors 2025 (Sep 02); 12:e76172

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User Experience of Older Adults With an Age-Friendly Transportation Planning E-Tool: Scoping Review

Sara Bahrampoor Givi, Mireille Gagnon-Roy, Hélène Pigot, Véronique Provencher

JMIR Hum Factors 2025 (Jul 28); 12:e63273

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Effectiveness of Participatory Ergonomic Interventions on Work-Related Musculoskeletal Disorders, Sick Absenteeism, and Work Performance Among Nurses: Systematic Review

Guganesan Krishnanmoorthy, Sanjay Rampal, Sumitra Ropini Karuthan, Faiz Baharudin, Rama Krishna

JMIR Hum Factors 2025 (Jun 18); 12:e68522

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User and Provider Experiences With Health Education Chatbots: Qualitative Systematic Review

Кyung-Eun (Anna) Choi, Sebastian Fitzek

JMIR Hum Factors 2025 (Jun 13); 12:e60205

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Characterizing Behaviors That Influence the Implementation of Digital-Based Interventions in Health Care: Systematic Review

Sajan B Patel, Fahad M Iqbal, Kyle Lam, Amish Acharya, Hutan Ashrafian, Ara Darzi

J Med Internet Res 2025 (Jun 12); 27:e56711

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Driving and Restraining Forces in the Implementation of Information Systems in the Public Sector: Scoping Review

Arja Lemmettylä, Ulla-Mari Kinnunen

JMIR Hum Factors 2025 (Jun 11); 12:e71575

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Advancing Regional and Remote Health Care With Virtual Hospital Implementation: Rapid Review

Artika Archana Kumari, Tafheem Ahmad Wani, Michael Liem, James Boyd, Urooj Raza Khan

JMIR Hum Factors 2025 (Jun 03); 12:e64582

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Framing the Human-Centered Artificial Intelligence Concepts and Methods: Scoping Review

Roberta Bevilacqua, Tania Bailoni, Elvira Maranesi, Giulio Amabili, Federico Barbarossa, Marta Ponzano, Michele Virgolesi, Teresa Rea, Maddalena Illario, Enrico Maria Piras, Matteo Lenge, Elisa Barbi, Garifallia Sakellariou

JMIR Hum Factors 2025 (May 28); 12:e67350

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Optimizing Clinical Decision Support System Functionality by Leveraging Specific Human-Computer Interaction Elements: Insights From a Systematic Review

Ali Azadi, Francisco José García-Peñalvo

JMIR Hum Factors 2025 (May 06); 12:e69333

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