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Related Experiment Videos

Cue recognition and cue elaboration in learning from examples

X Zhu1, Y Lee, H A Simon

  • 1Chinese Academy of Sciences, Beijing, People's Republic of China.

Proceedings of the National Academy of Sciences of the United States of America
|February 6, 1996
PubMed
Summary
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Students learn mathematics and physics by discovering conditions for actions in worked-out examples, then refining them for efficiency and broader application. This process enhances problem-solving skills.

Area of Science:

  • Cognitive Science
  • Educational Psychology
  • Science Education

Background:

  • Students often learn from worked-out examples and by solving problems.
  • Understanding the cognitive processes involved in learning is crucial for effective pedagogy.

Purpose of the Study:

  • To describe the learning processes students use with worked-out examples and problem-solving in secondary school mathematics and physics.
  • To investigate how students acquire and refine knowledge in the form of productions.

Main Methods:

  • Analysis of student protocols from learning secondary school mathematics and physics.
  • Observation of student interactions with worked-out examples and problem-solving tasks.

Main Results:

Related Experiment Videos

  • Students acquired knowledge as productions (condition-->action).
  • Learning involved discovering appropriate conditions, elaborating them for efficiency, and generalizing productions.
  • Significant attention was focused on the condition aspect of productions.

    • Conclusions:

    • Student learning from examples involves a structured process of condition discovery and refinement.
    • Generalization and specialization of productions are key to applying knowledge broadly and in specific contexts.
    • The findings offer insights into effective learning strategies for mathematics and physics.