The effectiveness of each generative learning strategy is subject to potential boundary conditions discussed in the review¶

Claim · All claims
Evidence · 1 study · review r2 · q1
Currency · newest study 2016 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q1 i? For each of the eight generative learning strategies, the review identifies potential boundary conditions that qualify when and for whom the strategy promotes learning. → Fiorella 2016

Evidence¶

Fiorella 2016¶

Fiorella, L., & Mayer, R. E. (2016). Eight Ways to Promote Generative Learning. Educational Psychology Review, 28, 717–741. https://doi.org/10.1007/s10648-015-9348-9

q1 · i? · review · r2

The article's statement of its own review structure, in which boundary conditions are discussed for every strategy. The available text announces this treatment but does not print the specific boundary conditions or supporting effect sizes, so this claim records the article's stated scope rather than a measured result.

"Next, for each of the eight generative learning strategies, we provide a description, review exemplary research studies, discuss potential boundary conditions, and provide practical recommendations for implementation."

Discussion¶

Related Claims¶

• Prompting learners to self-explain, one generative strategy, improves learning by a moderate average amount; other generative activities are not tested by the evidence recorded here — the general claim this finding bears on, with the studies behind it

• Boundary conditions on verification and reliance include prior knowledge, learner characteristics, task stakes, verifiability, costs, accountability, AI system configuration, and multidimensional AI literacy

• Teaching expectancy may moderate the non-interactive teaching effect, but this moderation often fails to replicate — a narrower finding that bears on this claim
• Prompting learners to self-explain improves understanding and problem solving on immediate tests by a moderate average amount, with little evidence yet on delayed or classroom gains. — related