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- Vol 2 RE: Chapter 1, 4, App C, App D
- Vol 2 TE: App B
- Vol 3 RE: Chapters 2, 5, 8
- Vol 4 RE: Chapter 16, App C
minimal guidancecognitive architectureschema constructionworked examplesnovice learnersinstructional scaffoldinglearner expertiseJournal article Evidence summaryAt a glance
Kirschner, Sweller, and Clark argue that minimally guided instruction is generally ineffective and inefficient for novices acquiring biologically secondary knowledge. Their case combines cognitive architecture with evidence comparing guided teaching and discovery-oriented approaches.
Key ideas
Working memory is severely limited when processing unfamiliar information, whereas organised schemas in long-term memory enable experts to manage complex tasks. Novices asked to search a large problem space while simultaneously learning its structure can therefore experience avoidable cognitive load. Guidance through explanations, modelling, worked examples, prompts, sequencing, and practice reduces unproductive search and supports schema construction. As learners gain domain knowledge, support can fade because prior knowledge provides internal guidance; methods effective for experts may be unsuitable for beginners and vice versa.
Why it matters
The article groups constructivist, discovery, problem-based, experiential, and inquiry approaches under a minimal-guidance critique, a framing contested by researchers whose implementations include extensive scaffolding. Its strongest implication is conditional rather than a rejection of active learning: instructional activity should be matched to learner expertise, and authentic problem solving needs deliberate guidance, feedback, and knowledge-building support rather than assuming learners will discover essential principles unaided.
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Edition abbreviations
- TE
- Teacher Edition
- PE
- Practice Edition
- RE
- Research Edition
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