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1 reference
Kapur provides an existence proof for productive failure in a computer-supported collaborative-learning study of eleventh-grade science students solving complex Newtonian-kinematics problems. Groups asked to generate solutions without the usual support struggled, explored divergent representations, and performed poorly during the initial problem-solving phase.
Groups receiving more structured support achieved better immediate solutions. After subsequent consolidation, however, students from the initially unsuccessful condition outperformed their counterparts on transfer measures. Their failed attempts had activated prior knowledge, exposed conceptual gaps, differentiated important features, and produced representations that prepared them to understand later instruction. The result does not imply that leaving novices unsupported is generally effective. Productive failure depends on carefully chosen problems, opportunities to generate and compare ideas, a psychologically safe context, and later teaching that organises and explains the relevant concepts.
Initial performance and later learning are therefore not interchangeable measures. The study challenges designs that optimise short-term success alone and motivates a two-phase sequence: problem solving that makes knowledge gaps visible, followed by explicit consolidation that helps learners extract the underlying structure.
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