Part 1 — Survey Results

A. Pre/Post Knowledge Quiz

Per Question Comparison

Average Score Improvement

Statistical Significance Report

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B. Subjective User Ratings

Subjective User Ratings (Likert Scale)

Distribution of participant responses across 7-point rating scale

Part 2 — Behavioral Analysis

Interaction Overview

Log Data Summary

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Sheets

0

Total Rows

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Average Rows

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Max Rows in a Sheet

Row Count per Sheet

rows • columns

2. Action Count per Level

Strategy Learning

Strategy Usage Across Levels

StrategyLevel 1Level 2Level 3
sequential
single_agent
voting

Strategy Switching Rate (Level 1 → Level 2)

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Statistical Significance Report

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Learning Efficiency

Attempts Required per Level

Lower attempts in Level 2 suggests learning efficiency improvement

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Statistical Significance Report

Paired t-test comparing attempts needed for Level 1 vs Level 2

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