ClinicalTrials.gg
Enrolling by invitationNCT07930117Updated Nov 10, 2026

Training Trauma Team Leaders With an Ambient AI Coach in Simulated Resuscitations

An interventional study of Coach-assisted simulation training in Wounds and Injuries, Clinical Decision-Making and Simulation Training, sponsored by Harvard Medical School (HMS and HSDM). Enrolling by invitation at 1 site in United States. Open to participants aged 18 Years and older, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-11-10.

Sponsored by Harvard Medical School (HMS and HSDM) · Not applicable, Interventional, and Health services research

Updated Nov 10, 2026Newly registeredGo to Updates ↓
Phase
Not applicable
Study type
Interventional
Enrollment
10
Allocation
Not applicable
Ages
18 Years and older
Sex
All
01

Study summary

The goal of this study is to learn whether simulation training with an ambient artificial-intelligence (AI) coach improves how physicians lead trauma resuscitations. The main question it aims to answer is:

- After coach-assisted training, do participants lead simulated trauma resuscitations without the coach better than they did before training?

Researchers will compare each participant's performance on cases led without the coach before and after training.

Participants will:

  • Lead simulated trauma resuscitations by voice in a trauma-bay simulator
  • Lead cases without the coach, then training cases with the coach, then further cases without the coach
  • Complete short surveys

Blinded attending physicians score each case from a recording.

Read the detailed description

Participants lead simulated trauma resuscitations by voice as the trauma team leader. A computer simulation plays the patient and the trauma-bay team. The ambient AI coach listens to the simulated bay and shows decision-support cards on a dashboard; it does not speak or change the simulation. Performance on cases led without the coach is scored by blinded attending physicians.

02

Conditions studied

  • Wounds and Injuries
  • Clinical Decision-Making
  • Simulation Training

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Keywords

  • trauma resuscitation
  • trauma team leader
  • clinical decision support
  • artificial intelligence
  • large language model
  • graduate medical education
03

In context

Wounds and Injuries

2,217 studies on the registry are indexed under Wounds and Injuries; 441 are open to participants now.

This study's planned enrollment of 10 is below the median of 70 across 1,424 interventional studies indexed under Wounds and Injuries.

Browse Wounds and Injuries studies →

Lead sponsor

Harvard Medical School (HMS and HSDM) is the lead sponsor of 55 studies on the registry; 14 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
Yes

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Resident physician in postgraduate year 1 or 2
  • Has never led a trauma resuscitation as team leader
  • Provides electronic

Exclusion criteria

Exclusion Criteria:

- Has previously led a trauma resuscitation as team leader

Terms in these criteria, in plain language(1)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

05

Study design

Phase
Not applicable
Primary purpose
Health services research
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
10 participants (estimated)

Study arms

  • Experimental
    Coach-assisted training

    Participants lead simulated trauma cases without the coach (baseline), training cases with the AI coach visible, and further cases without the coach (post-training).

    Behavioral: Coach-assisted simulation training

Interventions

  • BehavioralCoach-assisted simulation training

    Simulated trauma resuscitations led by voice with an ambient AI coach that shows real-time decision-support cards on a dashboard.

06

What researchers measure

Primary outcomes

  1. Change in Unassisted Team-Leader Performance Score From Baseline to Post-Training

    Team-leader performance form with 4 items (critical actions and commands; prioritization and timeliness; diagnostic workup; leadership and communication), each scored from 1 to 5 by blinded attending reviewers; higher scores mean better performance. The per-case score is the mean of the 4 items. The outcome is the change in each participant's mean score from the baseline cases to the post-training cases.

    Time frame: Baseline and post-training (within 8 weeks of baseline)

Secondary outcomes

  1. Mean Simulation Realism Score on a 4-Item Realism Form

    Simulation-realism form with 4 items (clinical trajectory; patient response and findings; team and environment; decision pressure and complexity), each scored from 1 to 5 (higher means more realistic), completed by participants and by attending reviewers.

    Time frame: After each scored case, at baseline and post-training (within 8 weeks of baseline)

  2. Change in Self-Reported Preparedness Score on a 4-Item Confidence Form

    Preparedness form with 4 items, each rated from 1 (not at all confident) to 5 (very confident), completed by participants before the first study case and after the last; reported as the change from before to after.

    Time frame: Before the first study case and after the last study case (within 8 weeks)

07

Study locations

1 site
08

References and documents

Individual participant data

Plan to share: Yes — De-identified participant-level data underlying the reported results will be available to researchers on reasonable request to the corresponding author after publication, under a data use agreement.

Supporting information: Statistical analysis plan

Time frame: Beginning with publication of the primary results.

Access criteria: Researchers who submit a reasonable request to the corresponding author; data are shared under a data use agreement.

No publications or documents are linked to this record.

09

Timeline

1 registry update since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Start is estimated for Nov 2026; primary completion for Feb 2027, 3 months later.

Of 546 non-industry interventional studies with no phase under Wounds and Injuries, half reached primary completion within 24 months of starting (the median), counting those still running; a quarter within 9 and three quarters within 49. This study's planned 3 months is below that.

Counting every sponsor, half of 599 studies reached it within 24 months; a quarter within 9 and three quarters within 48.

Wounds and Injuries covers many different conditions, not one, so the studies compared here vary widely. Read these figures as a rough guide.

How these figures are worked out, and which studies are left out of them.

Registered
Nov 4, 2026
First posted
Nov 10, 2026
StartEst.
Nov 1, 2026
Primary completionEst.
Feb 28, 2027
CompletionEst.
Feb 28, 2027
Last update
Nov 10, 2026
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
Registered
First appeared on the registry. No changes since
Nov 10, 2026
Show all 1 update
  1. Nov 10, 2026
    First appeared on the registry

From the registry record's own update history. This site started tracking changes on Sep 25, 2026; for anything earlier, see the record history on ClinicalTrials.gov ↗

10

Registry details

Key details

Study ID
NCT07930117
Lead sponsor
Harvard Medical School (HMS and HSDM)
Responsible party
Pranav Rajpurkar (Associate Professor, Harvard Medical School (HMS and HSDM)) — Principal investigator
First posted
Nov 10, 2026
Start date
Nov 1, 2026 (estimated)
Primary completion
Feb 28, 2027 (estimated)
Completion
Feb 28, 2027 (estimated)
Last update
Nov 10, 2026

Study contacts

Pranav Rajpurkar
principal investigator · Harvard Medical School (HMS and HSDM)

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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No contact was published for this record. The registry link below has the sponsor’s details.

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