The Expertise Reversal Effect¶
Kalyuga, S., Ayres, P., Chandler, P., & Sweller, J. (2003). The Expertise Reversal Effect. Educational Psychologist, 38(1), 23-31.
Cited by¶
3 citations across 3 artifacts.
Each citation links to the sentence it supports in the citing article.
Domain-specific¶
- Cognitive Load
- Prior knowledge dependence. Intrinsic load is relative: the same material is high-load for a novice and low-load for an expert whose schemas the chunking compensation — combine elements into meaningful units.
This sourceFormats that help novices become extraneous load for experts.
- Prior knowledge dependence. Intrinsic load is relative: the same material is high-load for a novice and low-load for an expert whose schemas the chunking compensation — combine elements into meaningful units.
Mechanisms¶
- Guided Exploration Path
- Under-fit it and a fixed path calibrated for novices actively insults experts, for whom heavy scaffolding slows learning rather than speeding it
This sourceExplains the expertise-reversal effect: guidance that helps inexperienced learners can become redundant or harmful as expertise increases.
- Under-fit it and a fixed path calibrated for novices actively insults experts, for whom heavy scaffolding slows learning rather than speeding it
- Learning Progression
- Its failure mode is the expertise reversal effect
This sourceShows that novice-supporting guidance can hinder experts and should be faded or adapted as learner expertise grows.
- Its failure mode is the expertise reversal effect
Verification¶
This reference passed the adversarial substantiation pipeline: it was checked to exist and to support the claim it is attached to. See how references were verified.
Registry ID ref:1bef54ab5159 · see in the full table