For hospital and program leaders

Workplace Violence Prevention Simulation for Doctors

Lingua CoPilot Medical lets doctors practice with responsive AI relatives whose fear or grief can become a direct threat, and rehearse when to stop explaining and call for support.

Watch: Can You Speak to the Family? · 4 min 29 sec

See a resident threatened by a patient’s frightened son on a night shift, then two attempts at a similar practice case with an AI family member, her report, and the evidence her educator reviews with her.

The hospital, its staff and the family are fictional. The practice screens show excerpts from two sessions recorded on the platform. Each report covers the whole session.

Hospitals begin with a paid, bounded proof run rather than an open trial. Pricing is shared after a scoping conversation.

Medical college or another eligible institution? Request a scoped free trial.

See How Assessment Works

Free Guide

Free guide on workplace violence prevention

A free evidence guide for hospital and program leaders. No account required. It is standalone reading, not a recording of a station session or a scored AI simulation.

For hospital and education leaders

Prepare doctors to respond to personal threats

Run repeatable conversation practice in a browser, then bring the evidence into discussion with educators. Use it in residency teaching, emergency department onboarding, and your hospital’s workplace-violence prevention program.

Rehearse the decisions that matter

Respond to fear, grief, accusations about care, and demands for answers. Practice staying engaged while it is safe and knowing when to stop and get help.

See what needs more practice

Review what the doctor actually said, the concerns raised, and the evidence behind the feedback. Use that conversation to choose what to discuss and rehearse next.

Connect practice to local procedures

Pair individual practice with educator discussion of your own escalation contacts, reporting process, and team response. Use it alongside facilitated simulation and hospital safety training.

A 2017 Journal of Graduate Medical Education paper described gaps in reaching residents through general staff training and recommended conflict-management and de-escalation training for all resident physicians in direct patient care. This station offers a focused opportunity to practice the conversation.

Read the physician-training perspective (JGME, 2017) (opens in a new tab)

Illustrative Moments

Common pressures learners may face

A family’s demand for answers can become a threat against the doctor in front of them. These encounters ask the doctor to respond to the concerns while recognizing when continuing the discussion is no longer safe.

Give doctors a place to practice before the threat is real. Speak with responsive AI relatives, address their concerns while it is safe, and recognize when a direct threat changes the priority to pausing the discussion and calling for support. Review the conversation evidence with educators before the next attempt.

The bill becomes personal

After a death in the ICU, two relatives challenge the care and the bill in a ward corridor, and their anger moves from the hospital to the doctor in front of them.

No ICU bed yet

A son whose father has been accepted for intensive care but is still on the ward demands a transfer time nobody can give, and his fear turns into a threat against the resident.

The doctor was not there

A son questions a chest-pain discharge two days earlier that the doctor had no part in, and suspects an insurance motive behind it.

Participants

Learner and AI roles

The doctor faces a frightened or grieving relative: a son whose father is still waiting for an ICU bed, or a relative who blames the hospital for a death. In the billing encounter, two relatives raise different concerns about care and cost, and either may turn their anger toward the doctor.

Primary learners
Resident and junior doctors, Casualty and emergency physicians, Treating doctors who update families about a deterioration, a delay or a death
AI partner roles
Frightened or grieving family member, Second relative with a separate grievance
Performance focus
Acknowledging distress, offering a concrete next step for each concern while it is safe, and pausing the discussion and requesting safety support after a direct threat.

Framework in Practice

Know when to keep talking and when to call for help

While discussion is safe, the doctor acknowledges the fear, the loss or the grievance and offers a concrete, legitimate route for each concern: an agreed time for the next update, a records request, a care or billing review, or the hospital’s grievance process. When a relative makes a direct personal threat, the priority changes to pausing the discussion and summoning support.

Anger alone is not a threat, and ending the conversation too early leaves real concerns unanswered. Continuing to argue after a threat, or trying to buy calm with admissions, guarantees, or special treatment, makes the situation less safe. The doctor has to tell these moments apart as the conversation changes.

Threat recognition and safe response

  • Acknowledge the distress or loss and the concern the relative has raised
  • Offer a concrete, legitimate next step for each main concern
  • Pause the discussion once a direct threat is made
  • Request safety support, such as security or a senior colleague

Skill Goals

What learners rehearse

  • 1Keep voice and wording calm when the conversation turns hostile
  • 2Acknowledge fear, grief and the grievance without admitting what has not been established
  • 3Offer a specific route for each concern, such as an agreed update time, a records request, a billing review, or the grievance process, without promising what no one can guarantee
  • 4Avoid provocative or retaliatory replies, and never offer money, concealment, or special treatment to end a complaint
  • 5Notice when anger becomes a direct personal threat
  • 6Pause unsafe discussion and call for safety support instead of continuing to argue

Example Practice Scenario

A death in casualty and a son who blames the doctor

A 58-year-old man collapsed at home, reached casualty with a heart attack, and died after a cardiac arrest during initial care. His son is convinced his father lay unattended and that no senior doctor came, and he confronts the casualty medical officer in English and Hindi.

The learner’s task: The doctor must acknowledge the son’s grief and his concern about delay, point him to a real route for a review of his father’s care, and, if the son makes a direct threat, pause the discussion and call for support instead of arguing the timeline.

Why it is useful: The case separates two responses that are easy to blur. The same doctor has to stay engaged while it is safe and stop engaging once it is not, without making admissions or promises to calm things down.

Fresh grief and an accusation of delayA timeline that invites a defensive replyA threat that changes what the doctor should do next

Clinical Contexts

Clinical contexts learners can encounter

Examples from the case library.

Delayed ICU transfer

In US English, a son whose father is waiting on the ward for an ICU bed demands a transfer time and wants to know who is caring for his father in the meantime.

Post-death billing dispute

In Hindi, two relatives question the ICU care and the bill together, and either of them may turn the grievance into a personal threat.

Death in casualty

In English and Hindi, a son rejects the casualty timeline and holds the doctor personally responsible for his father’s death.

Death after a recent emergency department visit

In US English, a son questions an earlier chest-pain discharge the doctor was not involved in and wants records and answers.

Healthcare Contexts and Languages

Practice for the communities your doctors serve

Workplace Violence Prevention cases can be configured for your program using Lingua CoPilot Medical’s supported healthcare contexts and languages. Bring the terminology, family conversations, and local review routes your doctors encounter into their practice.

Healthcare contexts

  • India
  • US
  • UK
  • Australia

English is available across these healthcare contexts.

India: English and 9 regional languages

Hindi, Punjabi, Bengali, Malayalam, Telugu, Tamil, Kannada, Gujarati, Marathi.

Session Experience

What happens in a practice session

Browser-based practice, with no headset or special equipment required.

  1. 01

    Live conversation

    The learner speaks with AI patients, family members, or clinical colleagues who respond to the conversation as it develops.

  2. 02

    Optional coaching in practice mode

    In practice mode, learners can receive optional in-session coaching hints. Hints do not enter the transcript or audio, hint use is visible to educators in the session review, and coaching is disabled in assessment mode.

  3. 03

    Optional self-guided debrief

    The learner can reflect on the interaction and key moments before opening the performance report.

  4. 04

    Evidence-linked feedback

    The report connects feedback to what the learner actually said, while educators can inspect the evidence behind the result.

Feedback and Educator View

An evidence trail educators can inspect

Review the conversation evidence behind the feedback before planning the next attempt.

Station-specific emphasis

Feedback highlights how the doctor handled family concerns and responded when safety became a priority, with evidence from the conversation to guide further practice. Session reports quote the doctor where evidence was captured and mark missed steps, such as pausing the discussion or calling for help, as not observed. Educators can open the evidence behind each finding and use it to plan the next attempt with the doctor.

Where It Fits

Where this station fits in a training program

Start with a doctor cohort, review the first attempts with educators, and use the feedback to plan further practice. Pair the conversation with your hospital’s workplace-violence policy, reporting process, and security and emergency procedures.

  • Residency and postgraduate communication teaching
  • Casualty, emergency department and inpatient ward onboarding
  • Hospital workplace-violence prevention programs for medical staff
  • Preparation before facilitated simulation with standardized patients
Important: This station supports communication practice. It does not replace the institution’s workplace-violence prevention program, reporting process, security and emergency procedures, or clinical judgment.

Questions

Frequently asked questions

Is this a restraint, security-response, or physical-safety course?

No. The station covers communication: engaging while it is safe, pausing the discussion when a relative makes a direct threat, and calling for support. It does not teach or assess physical intervention, restraint, or security procedures. The relatives’ aggression stays verbal, with no weapons or physical contact.

What counts as a threat in this station?

A direct personal threat or menace toward the doctor, or an attempt to stop the doctor from leaving. Shouting, accusations, grief, repeated demands, or plans to complain, go to the media, or take legal action do not, on their own, constitute a direct personal threat. The doctor should address the concerns while it remains safe, and can seek help early if needed. A quieter voice does not by itself mean an earlier threat has passed.

What happens when the doctor calls for support?

When the doctor clearly calls security, a senior colleague, or another staff member for safety, that support arrives during the practice encounter. The doctor can return to the family’s concerns once help is present and it is safe to talk. If threats continue or return, the discussion stays paused and safety remains the priority.

What if no threat is made during a session?

The relatives respond to what the doctor says, so not every session reaches a direct threat. When none occurs, the report scores engagement while it was safe and shows the threat response as not assessed, rather than counting it as a pass or a failure.

Why does this station start with doctors?

Doctors may have to explain a deterioration, a delay or a death to a frightened family, say what is known about care, and respond when blame becomes personal. These cases let them rehearse those responsibilities as a treating doctor, a casualty medical officer, an emergency department attending physician, or an internal medicine resident. The practice fits residency teaching and medical-staff development within a wider hospital safety program.

Are all the cases about a patient who has died?

No. In the Delayed ICU Transfer case, the patient is alive: he has been accepted for intensive care but is still waiting on the ward for a bed, and his son’s fear for him can turn into a direct threat against the resident. The other cases follow a death: a death disclosure in casualty, a death after a recent emergency department visit, and a billing confrontation after a death in the ICU.

Can a doctor try the same case again?

Yes. The relative responds to what the doctor says, so a second attempt can go differently. Each attempt has its own report, and educators can compare attempts to decide what to rehearse next.

Bring This Station to Your Learners

Start with a focused cohort and a real training priority

Discuss the learner group, clinical context, and evidence trail your institution needs. Existing scenarios can be prioritized, and custom development is available with our team.

Discuss a Focused Proof RunCompare All Stations

Hospitals begin with a paid, bounded proof run rather than an open trial. Pricing is shared after a scoping conversation.

Medical college or another eligible institution? Request a scoped free trial.