Related Experiment Video
Updated: Jul 11, 2026

Dissociation of the Confounding Influences of Expectancy and Integrative Difficulty Residing in Anomalous Sentences in Event-related Potential Studies
Published on: May 9, 2019
The power of the plural: effect of conceptual analogies on successful transfer
Geoffrey Norman1, Kelly Dore, Jennifer Krebs
1MDCL 3519, McMaster University, 1200 Main St. W., Hamilton ON L8N 3Z5, Canada. norman@mcmaster.ca
Background:
Transfer, using a previously learned concept to solve a new, apparently different problem, is difficult. Students who know a concept will typically only be able to access it to solve new problems 10% to 30% of the time. However, one solution is to have students work through parallel, apparently different problems.
Method:
Learning materials for three cardiology-related concepts--Laplace Law, Starling Law, and Right Heart Strain--were devised. One group read a physiological explanation; two other groups read a combination of physiological and mechanical explanations, either paired up or separate. The sample was students in an undergraduate health sciences program (n = 35) who did the study for course credit. Outcomes were measured by accuracy of explanation on a test of nine clinical cases, as rated by one clinician on a seven-point scale.
Results:
Groups who read two explanations did significantly better on the test, with mean scores of 3.6/5 and 4.1/5 versus 1.8/5 for the single group. Effect sizes were 1.3 and 1.7, respectively, against the single-example group.
Conclusions:
Active learning with multiple examples can have large effects on a student's ability to apply concepts to solve new problems.
Related Concept Videos
Concepts and Prototypes
The brain organizes this information using concepts, which are mental categories grouping linguistic data,...
Cognitive Learning
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
Causes of Similarity-Dissimilarity Effect
Impact of Schemas
Cause and Effect
Natural and Artificial Concepts
