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Ambient AI Scribes and AI-Driven Documentation Technologies (112) Electronic Health Records (1749) Generative Language Models Including ChatGPT (1553) Patient-Clinician Relationship (52)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/85580, first published .
Healthcare professional discusses patient care with a woman in a clinic office.

Impact of an Ambient AI Scribe Among Clinicians and Patients: Real-World Prospective Observational Time-Motion Study

Impact of an Ambient AI Scribe Among Clinicians and Patients: Real-World Prospective Observational Time-Motion Study

Authors of this article:

Jonathan Yue En Tan1 Author Orcid Image ;   Iffat Bin Mohammad Rafi1 Author Orcid Image ;   Gerald Gui Ren Sng2, 3 Author Orcid Image ;   Joshua Yi Min Tung2, 4 Author Orcid Image ;   Daniel Yan Zheng Lim2, 5 Author Orcid Image ;   Jasmine Chiat Ling Ong6, 7 Author Orcid Image ;   Gek Hsiang Lim8 Author Orcid Image ;   Eileen Yi Lee Lew9 Author Orcid Image ;   Kuok Wei Chia1 Author Orcid Image ;   Mark Kok Hong Heng9 Author Orcid Image
Article Authors Cited by (9) Tweetations (1) Metrics

Journals

  1. Nakano M, Imura T. Implementation of an AI-Assisted Workflow for Rehabilitation Discharge Summary Creation: Evaluation of Documentation Efficiency, Usability, and Hallucinations in a 290-Bed General Hospital in Japan. Cureus 2026 View
  2. Wright J. Electronic health record and artificial intelligence: frontiers and challenges. The Journal of the American Dental Association 2026;157(7):675 View
  3. Teo K, Huang L, Woh K, Ang S, Ng J. Nurse-Led Ambient AI Scribe for Patient Safety Incident Investigation Reports (Project NARRATE): Retrospective Pre-Post Comparative Document-Quality Study. JMIR Nursing 2026;9:e100775 View
  4. Sangal R, Lin K, Rothenberg C, Hsiao A, Schwamm L, Venkatesh A. Real-World Adoption of Ambient Artificial Intelligence Documentation in Emergency Medicine. Annals of Emergency Medicine 2026 View
  5. Malik P, Bednarek A. Could ambient artificial intelligence scribes offer a promising digital health solution to reduce physician burnout and documentation burden in Poland? A narrative review. Polish Journal of Public Health 2026;136:88 View
  6. Li D, Zhang H, Lu C, Lu C. Association between AI-driven conversational agents and physician-patient interaction quality during outpatient consultations: A propensity score matching study in China. DIGITAL HEALTH 2026;12 View
  7. Misrai V, Bruchon A, Dasgupta P, Shariat S, Teoh J, Loubes J, Pujari S, Piau A. Using ambient AI in clinical consultations: reframing policy around clinical audit and patient safety. Frontiers in Digital Health 2026;8 View
  8. Sucharitrak C. The Invisible Human-in-the-Loop: An Evolutionary Concept Analysis of Artificial Intelligence in Nursing Assistant Practice. Cureus 2026 View
  9. Biro J, Pines J, Jayaraman S, Chagari V, Ratwani R. A Conceptual Model for Ambient AI Adoption: Perspectives From Academia and Industry. JMIR Medical Informatics 2026;14:e91098 View