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Learning and Engagement Signals

How Kyron calculates the Learning and Engagement signals for students.

How the Learning signal is calculated

The Learning signal shows students' progress toward the learning objectives, based on what they said and chose in Kyron activities.

Conversations

Multiple choice

🟢 Strong

The student reached the conversation's learning goal and showed no misconceptions

Correct on the first try

🟡 Moderate

The student reached the learning goal but showed one or more misconceptions along the way

Correct, but not on the first try

🔴 Weak

The student didn't reach the learning goal

Attempted, but never answered correctly

⚪️ Not enough data

The student didn't finish the conversation, or it was stopped for inappropriate content

Not attempted

How the Engagement signal is calculated

The Engagement signal shows how actively students are taking part in Kyron conversations (adapted from the ICAP framework; Chi & Wylie, 2014). It reflects how students participate, not whether their answers are correct. Multiple-choice questions don't count toward Engagement.

  • 🟢 Strong: The student actively engaged with the ideas, for example by explaining their thinking, making connections, or building on what the tutor said.

  • 🟡 Moderate: The student participated but mostly followed along, giving brief or minimal responses.

  • 🔴 Weak: The student went off topic, or the conversation ended early because the student wasn't engaging.

  • ⚪️ Not enough data: The student didn't finish the conversation, or it was stopped for inappropriate content.

Reference

Chi, M. T. H., & Wylie, R. (2014). The ICAP framework: Linking cognitive engagement to active learning outcomes. Educational Psychologist, 49(4), 219–243.

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