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Peer-reviewed research

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

Tan JYE et al., JMIR Medical Informatics, 2026 · DOI 10.2196/85580

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Read on October 16, 2026

What it is
A prospective time-motion study by clinicians at Singapore General Hospital. It timed consultations with and without an ambient scribe, measured documentation time per consultation and eye contact, and surveyed 39 patients about the visit.
How much weight it carries
Peer-reviewed but observational: the comparison is before and after the scribe, with no randomization or control group. The absolute time saved is small, and the patient survey covers 39 people only.

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