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Case study Multi-course evaluation

What 11 activities showed about learning

A look across 11 activities combining education, virtual-human conversations, and personalized feedback.

Across four organizationsJuly 2024–July 2025
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A learner practices a conversation with a Xuron virtual human on a tablet.
Xuron conversation practice across different learning settings.
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activities evaluated
11
first-session completers
273
organizations
4

The approach

A closer look at the first completed session

The challenge

Communication matters in clinical care, workplace discussions, and administrative encounters. The challenge was to bring relevant practice to these different settings while using a consistent way to examine learning.

The activity

Each activity connected subject-specific preparation with a virtual-human encounter, assessment, and feedback. The evaluation examined the first completed session across the activities, rather than long-term progress or repeated practice.

Inside the encounter

Practice for different kinds of work

Learners worked through situations ranging from telehealth consultations to performance discussions. Each activity paired preparation with a conversation, feedback, and assessment.

Establish a baseline

Pre-activity knowledge and confidence measures.

Prepare for the encounter

Brief learning content matched to the scenario.

Practice a conversation

A virtual-human encounter with six to twelve tasks.

Reflect on the session

Post-activity assessment and personalized feedback.

Results & insights

A broader view of learning.

The evaluation reports higher knowledge and confidence after the combined activities. Conversation records add a different perspective: where learners apply an idea, where they miss a cue, and where coaching could help.

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How learning was examined

The evaluation brings together knowledge and confidence assessments with conversation records from 11 activities.

Explore the activities

A shared design across settings

The same activity structure supported clinical, communication, and management scenarios without making every conversation identical.

Evidence beyond completion

Assessments and simulated encounters offer complementary views of a session. Completion alone does not describe the quality of a conversation.

A starting point for follow-up

Immediate results can help identify the next coaching priority. Longer-term assessment is needed to understand retention and transfer to practice.

Across the activities

The activities in the evaluation

Tim, Xuron virtual human

Tim

Telehealth communication

Elaine, Xuron virtual human

Elaine

Project management interview

Isabella, Xuron virtual human

Isabella

Employee assistance counseling

Sam, Xuron virtual human

Sam

MIPS interview

Allie, Xuron virtual human

Allie

Uncomplicated UTI care · enduring

Harold, Xuron virtual human

Harold

Veterinary telehealth

Mark, Xuron virtual human

Mark

Healthcare workforce management

Allie, Xuron virtual human

Allie

Uncomplicated UTI care · live

Charlotte, Xuron virtual human

Charlotte

Weight-management conversations

Derek, Xuron virtual human

Derek

HR performance discussion

Lisa, Xuron virtual human

Lisa

Medical debt collection

Study context

How to read
these results

How it was evaluated

The analysis includes 273 people who completed a first session across 11 activities delivered from July 2024 through July 2025.

The report uses weighted activity averages. Knowledge is measured using correct responses; confidence and simulation performance use five-point scales.

What this evaluation can tell us

There was no control group. The evaluation cannot isolate the contribution of simulation from the other parts of the activity.

The activities cover different topics and learner groups. Immediate assessment does not establish sustained behavior change or patient outcomes.

Read the Almanac publication

The full case study

Read the full evaluation

The full report includes the study design, participant context, detailed measures, and findings.

Download case study PDF reportAlliance for Continuing Education in the Health ProfessionsAlso published in the Almanac

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