Why Minimal Guidance During Instruction Does Not Work
Kirschner, P. A., Sweller, J., & Clark, R. E. · 2006
grade Dreviewindependentnot-applicable
Sample
N/A (position paper, no primary data)
Population
Argument spanning K-12 to professional; emphasis on novices.
Design
Theoretical/position paper using cognitive-load theory to argue minimal-guidance instruction overloads novices. No new data; borrows weight from worked-example and Klahr & Nigam studies.
Key findings
Influential FRAMING paper, not evidence. Correctly predicts expertise reversal, but its anti-inquiry generalization is a strawman: it groups heavily scaffolded modern inquiry/PBL with pure discovery. Its empirical weight is entirely borrowed from the cognitive-load and Klahr & Nigam studies.
Genetic confound
Novice/expert (prior-knowledge) interaction, not ability/g.
Replication notes
Rebutted by Hmelo-Silver, Duncan & Chinn 2007 (KSC conflate modern SCAFFOLDED inquiry with pure discovery — a strawman). Grade the studies it cites, not this paper.
DOI / URL
10.1207/s15326985ep4102_1
Effects
| Outcome | Metric | Value | Measure | Timing | Vs | Horizon | Class |
|---|---|---|---|---|---|---|---|
| Novice learning under minimal vs guided instruction | argument | guided/explicit > minimal guidance for novices; advantage recedes as prior knowledge grows (expertise reversal) | unknown | n/a | unclear | not-applicable | domain-skill |
Cited by
- Explicit instruction vs discovery/inquiry — how much guidance?moderate supportconf: mediumgc: low