Deep understanding is characterized by coherent, interconnected mental schemas that make knowledge transferable¶

Claim · All claims
Evidence · 1 study · theoretical r3 · q1
Currency · newest study 2020 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q1 i? Understanding is the ability to perceive a domain's underlying structure as coherent mental schemas, which enables transferable and flexible application of domain principles. → Fries 2020

Evidence¶

Fries 2020¶

Fries, L., Son, J. Y., Givvin, K. B., & Stigler, J. W. (2020). Practicing Connections: A Framework to Guide Instructional Design for Developing Understanding in Complex Domains. Educational Psychology Review. https://doi.org/10.1007/s10648-020-09561-x

q1 · i? · theoretical · r3

Theoretical argument reviewing expertise research: adaptive experts' knowledge is organized in fewer, more interconnected schemas encoding abstract relations rather than discrete facts, which the authors argue renders knowledge transferable. The article offers this as a research-based characterization, not a new empirical test.

"understanding is characterized by the ability to perceive and make explicit the underlying structure of a domain, its connections and relations in the form of coherent mental schemas, which allows for transferable and flexible application of domain principles."

Discussion¶

Related Claims¶

• Generative learning involves mentally reorganizing and integrating to-be-learned information with prior knowledge, enabling application to new situations — a broader claim this one bears on
• Comparing cases side by side improves learning and transfer by a moderate average amount, though in one algebra study it raised procedural knowledge and flexibility but not conceptual knowledge — related
• Presenting multiple cases from different perspectives supports transfer in ill-structured domains — related
• 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
• Adult learners perceive AI as supporting consolidation-phase comparison, knowledge reorganization, and transfer — related
• Classroom testing benefits facts (g = 0.524), concept learning (g = 0.644), and knowledge application in problem solving (g = 0.453). — a narrower finding that bears on this claim
• Students who transferred prior-domain knowledge tended to offer correct explanations in the other domain — a narrower finding that bears on this claim
• Software analyses are presented as illuminating advantages of the reorganizer view for new visions of computers' cognitive benefits — related