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TRUVACE RECORD VERSION
record: TRV-2026-2101
version: 1
kind: certified
reason: Certified into the record
timestamp: 2026-10-21T10:42:43.970955Z
status: published
lens: g_space
sector: health
headline: Using AI Conversations for Challenging Clinical Encounters: A Brief Review
dek: Background Teaching communication skills in healthcare is challenging, particularly when preparing students for emotionally complex clinical encounters. Role-play is widely used but can be resource-intensive to organise, especially when professional actors are required. Effective communication underpins quality healthcare and patient safety by supporting meaningful patient participation, better clinical outcomes, and patient satisfaction. Generative artificial intelligence (AI) simulations can reproduce human re…
gain_title: Physician Associate students found AI role-play a judgment-free, flexible way to practise smoking cessation counselling, breaking bad news and telephone consultations, and said it helped them build empathy and refine their communication structure.
problem_title: (none)
trace_subject: (none)
gain_reading: Physician Associate students found AI role-play a judgment-free, flexible way to practise smoking cessation counselling, breaking bad news and telephone consultations, and said it helped them build empathy and refine their communication structure.
gain_evidence: Students appreciated the opportunity to practice independently and without judgment | It also helped them reflect on their individual learning and how to structure and refine their communication skills.
problem_reading: (none)
problem_evidence: (none)
quick_read: An exploratory qualitative study gave Physician Associate students three structured AI role-play conversations, covering smoking cessation counselling, breaking bad news and a telephone consultation. The exercises were delivered through Blackboard after clinical skills sessions, then followed by student reflections and a facilitator-led debrief.

The findings suggest AI simulation could ease the load of organising role-play, which can be resource-intensive when actors are needed. The evidence rests on student perceptions, so it does not show that communication skills or patient outcomes actually improved, and the authors say the approach needs supportive infrastructure and facilitation.
limitation: The evidence is qualitative student perception from a single group of Physician Associate students, and some students struggled to maintain empathy in the virtual setting. The source also notes that effectiveness in communication skills teaching remains underexplored.
tag: Evidence-backed gain
key_points: Students did three AI role-plays: smoking cessation counselling, breaking bad news and telephone consultation. | Students said practising alone was easier than practising with a peer and let them train in their own space and time. | Some students found it hard to maintain empathy in the virtual environment. | The authors conclude the method may reduce anxiety and build confidence, and call it a promising, scalable, accessible platform. | Implementation should consider technological infrastructure and facilitator support.
rundown: The study responds to a teaching problem: communication skills matter for patient safety, participation, outcomes and satisfaction, but role-play with professional actors takes a lot of resources to organise. Generative AI simulations can reproduce human responses, though their effectiveness in teaching communication skills is described as underexplored.

The design was an exploratory qualitative study informed by an interpretivist approach. After each session a facilitator led a debrief on communication choices, emotional responses to challenging scenarios, and strengths and areas for growth. Reflections were analysed with qualitative thematic analysis.

Students reported that the tool helped them develop empathy and reflect on their own learning, and overall found the exercises beneficial. The authors frame the conclusion cautiously, saying AI role-play may reduce anxiety and build confidence by letting students revisit challenging conversations.
sources:
- peer_reviewed | MedEdPublish | https://doi.org/10.12688/mep.21892.1 | 2026-10-20
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