Peter Niu
Patterns / Practice & Feedback

Generative

Patterns that help learners actively make sense of material so they can build meaningful learning outcomes that transfer to solving new problems.

Reference: https://doi.org/10.1017/CBO9781139547369.014

Generative learning strategies ask learners to produce something — an explanation, a summary, a drawing, a lesson — rather than passively absorbing material. The effort of generation forces the learner to select what matters, organize it, and integrate it with what they already know.

Insert self-explanation prompts alongside worked examples to deepen understanding

This coding lesson pauses at a highlighted step and asks the learner to explain what the code does and why. Self-explanation forces learners to articulate the reasoning behind each step rather than passively reading through it.

Self-explanation prompt in a coding lesson

Ask learners to summarize material in their own words, with scaffolding for key concepts

This history lesson presents source material alongside a structured summarization prompt. Concept tags show which key ideas the learner has covered, turning summarization from a vague instruction into a concrete, checkable activity.

Scaffolded summarization activity

Use supported drawing activities to make learners externalize their mental models

This biology activity asks learners to draw the process of photosynthesis with a structured checklist of what to include. The drawing canvas provides basic tools while the checklist scaffolds the task — identifying where you get stuck is where the learning happens.

Drawing-to-learn activity with scaffolded checklist

Design teach-back activities where learners explain concepts to a peer or virtual character

This teach-back interface pairs the learner with a virtual study buddy who asks genuine questions. A rubric tracks whether the explanation hits key criteria — concrete examples, connections to prior knowledge, common misconceptions addressed. The protégé effect means learners are more motivated to understand deeply when someone depends on their explanation.

Teach-back activity with virtual peer and rubric