Interleaving is a learning strategy that involves mixing different topics or forms of practice within a single session (e.g., A-B-C-B-A-C), as opposed to Blocked Practice, which involves studying one topic thoroughly before moving to the next (e.g., A-A-A-B-B-B).
Definition
The Mechanism: The Discrimination Hypothesis
Why does mixing topics improve learning? According to Kang (2016), the primary cognitive mechanism is the Discrimination Hypothesis .
- Blocked Practice: When a learner practices the same type of problem repeatedly (e.g., only "Future Tense" verbs), they do not need to identify which strategy to use; they only need to execute it. The brain goes on autopilot .
- Interleaved Practice: When topics are mixed, the learner must actively discriminate between different concepts to select the correct solution strategy for each trial. This constant switching highlights the differences (boundaries) between concepts, leading to more robust schema formation .
Key Research Findings
Research highlighted by Dunlosky et al. (2013) in their comprehensive review of learning techniques confirms that Interleaving has "High Utility" for long-term retention.
Specific studies on Desirable Difficulties demonstrate that while Interleaving often results in lower scores during the practice session (due to higher difficulty), it leads to significantly higher scores on final exams—sometimes nearly double the performance of blocked groups—because it fosters the ability to transfer knowledge to new contexts.
Application in Our Software
We utilize Contextual Interference to prevent rote memorization. Our drill sets are not blocked by topic. A session might present a vocabulary word, followed immediately by a grammar conjugation, followed by a listening task. This forces the user to constantly reload different retrieval pathways, ensuring they learn when to use a rule, not just how to use it.
Works Cited
1. Kang, S. H. K. (2016). Interleaved Training and Category Learning Overview. University of New Hampshire / Dartmouth College.
2. Dunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T. (2013). Improving students’ learning with effective learning techniques: Promising directions from cognitive and educational psychology. Psychological Science in the Public Interest, 14(1), 4–58.
3. Rohrer, D., & Taylor, K. (2007). The shuffling of mathematics problems improves learning. Instructional Science, 35, 481-498. (Referenced in Quantifying Learning Dynamics analysis of algebra performance).
