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Related Experiment Video

Updated: May 12, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models

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Minding the gap between communication skills simulation and authentic experience.

Sarah Yardley1, Alison W Irvine, Janet Lefroy

  • 1Research Institute for Primary Care and Health Sciences, Keele University, Keele, UK. syardley@doctors.org.uk

Medical Education
|April 12, 2013
PubMed
Summary
This summary is machine-generated.

Medical students learn by comparing simulated and real patient experiences, highlighting differences to improve preparedness and safety. Educators should collaborate with students to maximize learning from these perceived gaps.

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Area of Science:

  • Medical Education
  • Healthcare Simulation
  • Patient Safety

Background:

  • Undergraduate medical education increasingly integrates simulated and authentic patient experiences.
  • The impact of discrepancies between these concurrent learning modalities requires further investigation.
  • Understanding how students perceive and learn from differences is crucial.

Purpose of the Study:

  • To explore how undergraduate medical students understand interactions with simulated and authentic patients.
  • To investigate how student perceptions of differences between these experiences shape their learning.

Main Methods:

  • Interpretative thematic secondary analysis of qualitative data (interviews, focus groups, discussion groups) from Year 1 medical students.
  • Inclusion of written evaluations from three Year 1 cohorts (n=378).
  • Data collected from 48 unique participants at a single UK medical school.

Main Results:

  • Students derive knowledge and meaning by comparing simulated and authentic patient encounters.
  • Learning quality is influenced by the meaning students create through contrasting experiences.
  • Key themes identified include preparedness, responsibility for patient safety, and the theory-practice gap.

Conclusions:

  • A conceptual framework is proposed to reframe the 'gap' concept for educational strategy development.
  • Collaborative approaches between educators and students are vital to maximize learning from perceived differences.
  • Further research is needed to explore these gaps in diverse educational contexts.