Related Experiment Video
Updated: Jul 12, 2026
08:05
Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Instructional methods and cognitive and learning styles in web-based learning: report of two randomised trials
David A Cook1, Mark H Gelula, Denise M Dupras
1Department of Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota 55905, USA. cook.david33@mayo.edu
Medical Education
|August 31, 2007
Summary
This study found that matching web-based instruction to learners' cognitive and learning styles did not improve outcomes. Different instructional methods also showed no significant differences in learning or satisfaction.
Area of Science:
- Medical Education
- Educational Technology
- Cognitive Psychology
Background:
- Adapting web-based (WB) instruction to individual differences may improve learning outcomes.
- Investigating aptitude-treatment interactions is crucial for optimizing educational strategies.
Purpose of the Study:
- To examine the interaction between learning/cognitive styles and WB instructional methods.
- To determine if matching instructional content to learner styles enhances knowledge acquisition.
Main Methods:
- A randomized controlled crossover trial involving 89 medical trainees.
- WB course variations included active/reflective questions and different review activities.
- Learner styles were assessed using the Index of Learning Styles and Cognitive Styles Analysis.
Main Results:
- No significant differences in post-test scores were found between matched and mismatched learners.
- Active vs. reflective questions and different review formats did not impact learning outcomes.
- Course ratings and learning outcomes showed a moderate correlation (r=0.45).
Conclusions:
- Cognitive and learning styles did not influence WB learning outcomes in this study.
- The tested WB instructional methods did not yield differential learning outcomes.
Related Concept Videos
02:01Group Design
The most basic experimental design involves two groups: the experimental group and the control group. The two groups are designed to be the same except for one difference— experimental manipulation. The experimental group gets the experimental manipulation—that is, the treatment or variable being tested—and the control group does not. Since experimental manipulation is the only difference between the experimental and control groups, we can be sure that any differences between the two are due to...
01:21Cognitive Learning
Cognitive learning is based on purposive behavior, incidental learning, and insight 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...
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...