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Effects of spaced versus massed training in function learning.

Mark A McDaniel1, Cynthia L Fadler, Harold Pashler

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Area of Science:

  • Cognitive Psychology
  • Learning Science
  • Experimental Psychology

Background:

  • Spacing effect: Spaced learning enhances retention over massed learning.
  • Concept learning: The benefit of spacing for abstract concept acquisition remains less clear.
  • Massed learning: May facilitate discovering relationships between instances for better abstraction.

Purpose of the Study:

  • Investigate the impact of spaced vs. massed training on concept learning.
  • Specifically examine function learning tasks.
  • Compare spaced, strategically massed, and randomly massed training conditions.

Main Methods:

  • Employed a function learning task with input-output point presentations.
  • Trained subjects under three conditions: spaced, strategically massed, and randomly massed points.
  • Tested performance on repeated, interpolated, and extrapolated points.

Main Results:

  • Spaced training yielded superior performance on interpolation and extrapolation.
  • Random massing resulted in the poorest performance across all test types.
  • No evidence suggests massed training is superior for learning function concepts.

Conclusions:

  • Spaced training is beneficial for learning function concepts.
  • Massed training, particularly random massing, hinders concept learning.
  • Findings challenge the notion that massed training aids abstraction in function learning.