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February 26, 2026Applied Clinical Informatics4 citations

Crossover Evaluation of Two Ambient AI Scribe Tools in the Emergency Department

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JWJ. W. WebbLCLing ChuRTRobert W. Turer

Key Points

  • To compare two ambient AI documentation tools' effects on work burden, usability, and satisfaction.
  • Single-site, prospective crossover study
  • Conducted in an emergency department over six weeks
  • Twenty faculty enrolled, with 18 completing both phases
  • Pre-, tool-specific, and post-surveys captured four domains: burden, usability, quality, and satisfaction
  • Paired Wilcoxon tests and linear mixed-effects models compared tools, adjusting for order and adoption.
  • DAX reduced work burden more than Abridge (median 1.5 vs 2; p=0.025)
  • Usability was comparable between tools (SUS medians 73.5 for both)
  • PDQI-9 scores favored DAX with median 39 vs 36.5 (p = 0.011)
  • DAX received higher satisfaction ratings (median 9 vs 7.5; p=0.015)
  • Post-pilot preferences showed no overall preference after accounting for order effects.

Abstract

Objectives: To compare two ambient AI documentation tools: Dragon Ambient eXperience (DAX) and Abridge in the emergency department (ED), assessing perceived effects on work burden, usability, documentation quality, satisfaction, and overall preference. Methods: We conducted a single-site, prospective crossover study in an ED over six weeks, from April to June 2025. Twenty faculty were enrolled; 18 completed both phases. Participants used both ambient AI scribe tools in alternating 3-week phases. Pre-, tool-specific, and post-surveys captured four domains: burden, usability, quality, and satisfaction. Adoption was the proportion of notes containing any ambient output. Paired Wilcoxon tests and linear mixed-effects models were used to compare tools, adjusting for order and adoption. Results: DAX was associated with greater reduction in overall work burden compared with Abridge (median 1.5 vs 2; p=0.025). Usability was high and comparable between tools (SUS medians 73.5 vs 73.5, p = 0.94; UMUX-Lite medians 86 vs 82.5, p = 0.079). PDQI-9 scores favored DAX (median 39 vs 36.5; p = 0.011). DAX received higher satisfaction ratings (median likelihood-to-recommend 9 vs 7.5; p=0.015), but adjusted models suggested these differences reflected order effects more than inherent tool differences. Post-pilot preferences showed no overall preference after accounting for order, with first-tool exposure significantly shaping ratings. Conclusions: In this 6-week crossover study in the ED, both ambient AI scribes were highly usable, and perceived to reduce documentation burden while preserving note quality. Findings support the feasibility and perceived value of ambient AI scribes in the ED and motivate larger, longer-duration, multi-site evaluations with objective outcomes.

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Cite This Study

Webb et al. (2026) studied this question.

synapsesocial.com/papers/699f95841bc9fecf3dab35f7https://doi.org/10.1055/a-2818-1706
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