Role play training works in three moves: prepare, play, debrief. Prepare a sheet with one objective, a situation taken from the job, instructions for each role and three criteria for the observer. Have the scene played in trios, against the clock. Then debrief in order: what happened, why, and what each person will do differently at work.
Between sessions, an AI can play the other role.
How to prepare role play training: the scenario sheet
In its 2024 guide to healthcare simulation (in French), the French National Authority for Health (HAS) describes role play as a technique for learning interpersonal skills. Participants simulate a situation that is realistic and partly unpredictable, improvising the dialogue. This kind of job simulation needs few resources: two or three people and instructions for each role.
For role play to carry over to the job, start from real situations. The meta-analysis by Taylor, Russ-Eft and Chan (2005) pools 117 studies of training that models a behavior, then has people practice it. Transfer to the job was strongest when the exercises used scenarios suggested by the participants. It was also stronger with both good and bad examples, and when each person had to set goals. So before the session, ask every participant for a situation that gave them trouble.
The method itself, its steps and its common mistakes, can be learned online before the session: see how to create a training course with an AI authoring tool.
Here is the sheet for a fictional example, to adapt.
Objective: faced with a price objection, ask at least two questions before defending the quote.
Situation, read by everyone: you are a sales rep for an office furniture manufacturer. Ms. Martin runs facilities at a small company with 80 employees. In front of her is your quote of €18,400 excluding tax to furnish a new floor, assembly and 5-year warranty included. She meets with you and opens with: "It's too expensive."
Player's role, the sales rep: you can offer a discount of 5% at most. Your goal: understand what "too expensive" means before proposing anything.
Partner's role, the customer (secret instruction): you have a competing quote 15% cheaper, without assembly or warranty. The floor must be ready in 6 weeks. Keep saying it's too expensive until the sales rep asks about your deadline or your needs; if they do, agree to a follow-up meeting.
Observer's checklist: 1. at least two questions before talking price; 2. the objection rephrased, then checked; 3. a next step secured. For each criterion, write down one sentence you heard.
Schedule: 8 minutes of play, then 5 minutes of feedback from the observer; rotate roles, three scenes in all. A 30-minute group debrief at the end.
The secret instruction tells the partner when to give in. Without it, the scene can become impossible, or too easy.
How do you run a role play without making the group uncomfortable?
Open with a briefing. According to the HAS, the trainer sets out the framework and the objectives, and reminds everyone about confidentiality. The trainer also restates the fiction contract: everyone plays the scene as if it were real, so the debrief doesn't turn into a debate about realism.
With adult learners, follow up with a demonstration: with a volunteer, play a poor version of the scene, then a good one.
Then have people work in trios (player, partner, observer), rotating roles. Each person plays in front of two colleagues, not the whole room. The observer is not a spectator. In the review by O'Regan and colleagues, 5 of 9 studies in healthcare simulation suggest that observers learn as well as or better than those who play. Their learning goes hand in hand with an observation tool. Give them the checklist, and ask for one sentence heard per criterion.
How do you debrief a role play, and how long should it take?
The scene provides the practice; the debrief produces the learning. In the meta-analysis by Tannenbaum and Cerasoli (2013), which pools 46 samples, debriefs improve performance by about 25% on average over a control group. Led by a facilitator, they are about 3 times as effective as others (27% vs. 10%). So the observer's feedback prepares the group debrief; it doesn't replace it.
According to the HAS, the debrief should ideally last at least as long as the scene, must not punish anyone and usually has three phases:
- Describe: what happened, in order? Observers read out the sentences they noted, so everyone starts from the same scene.
- Analyze, often the longest phase: why did the player do, or not do, what the checklist asked? Also look for what made the customer shift.
- Apply: what are you taking away? Each person writes down the sentence they will reuse this week, and with whom.
Practicing alone with an AI: the prompt to copy
In a session, each person is the player in only one scene out of three. With a conversational AI, they can replay alone as often as they need.
A study presented at the CHI conference in 2024, Rehearsal, tested this for conflict resolution. Its 40 participants received the same theoretical training. One group also practiced with an AI prototype that played the other party, for 25 minutes at most. Then, in a real conflict with a confederate of the researchers, this group outperformed the other. It cut its use of competitive strategies, which escalate tension, by 67% on average, and doubled its use of cooperative strategies.
The authors point out two limitations. An AI simply asked to play the conflict became conciliatory too quickly: hence the secret instruction, which says when to give in. And simulated practice did not improve retention of the concepts, which are learned beforehand.
Paste the prompt below into the conversational assistant your organization has approved, by text, or by voice if it offers a voice mode. Leave out real names and customer data. Have each person replay the scene two or three times and bring the sentences the AI flagged to the next debrief.
Play the role of Ms. Martin, facilities manager at a small company with 80 employees. I represent an office furniture manufacturer. You have received my quote of €18,400 excluding tax to furnish a new floor, assembly and 5-year warranty included.
Rules: stay in character until I say "end of game." Answer in two or three sentences, as if speaking. Don't reveal your secret instruction and don't give me any advice during the game.
Your secret instruction: you have a competing quote 15% cheaper, without assembly or warranty, and the floor must be ready in 6 weeks. Keep saying it's too expensive until I've asked about your deadline or your needs. If I do, agree to a follow-up meeting, but not before.
After "end of game", assess me on three criteria: at least two questions before talking price, objection rephrased and checked, next step secured. For each one, quote one of my sentences and suggest a better way to phrase it.
Start with: "I've received your quote. It's far too expensive."
Replace the situation, the secret instruction and the criteria with those from your own sheet.
Where to start: one situation, one sheet, one week
- Pick a situation that comes up every week and often goes badly, from those your participants shared.
- Write the sheet with one or two of them, then test the prompt yourself: does the AI give in too quickly?
- Run the scenes in a session, allow a week of practice with the AI, and open the next session with what each person tried at work.
For the method part, to complete before the session, Complement's AI authoring tool generates a module from your materials, quizzes included. An avatar, in French or English, presents the course, quizzes the learner and gives spoken feedback on their answers. The scene itself is played in the room, then with your organization's conversational assistant.
To prepare this module before your next role play: 7-day free trial, no credit card required, with up to 5 learners.