Choose the Right Yardsticks
Measure frequency when repetition matters, duration when patience or depth is essential, and quality when nuance defines excellence. Combine indicators such as preparation evidence, response latency, and recovery from conflict. Add contextual notes capturing risk, stakes, and audience. By triangulating several simple measures instead of chasing a perfect single score, you create dependable signals that reflect real-world complexity without overwhelming raters or learners.