When Learning Looks Like Learning—But Isn't: Unmasking the Illusion of Performance
Summary for Educators
Based on “The Illusion of Performance: And the Staying Power of Deep Learning”
By Paul A. Kirschner, Carl Hendrick, and Jim Heal
American Educator, Winter 2025–2026 (Vol. 49, No. 4)
🔵 THE BIG IDEA
One of the most common mistakes educators make is confusing student performance with student learning. Kirschner, Hendrick, and Heal argue that students may appear to have mastered content during a lesson—answering questions correctly, completing assignments, and participating actively—yet retain very little of that knowledge days or weeks later. This phenomenon is what the authors call the illusion of performance.
The article explains that learning is largely invisible. What teachers observe during instruction often reflects temporary performance rather than durable understanding. Immediate success can create the false impression that learning has occurred when, in reality, knowledge has not been sufficiently encoded into long-term memory. Cognitive science reveals that strategies that initially feel more challenging—such as retrieval practice, spaced learning, and generative activities—often yield stronger long-term retention than approaches that produce immediate success. The challenge for educators is learning to distinguish genuine learning from its convincing imitation.
🔵 KEY TAKEAWAYS FOR EDUCATORS
• Distinguish between short-term performance and long-term learning.
• Use retrieval practice to strengthen memory and retention.
• Incorporate spaced review rather than relying on one-time exposure.
• Embrace "desirable difficulties" that promote durable learning.
• Measure learning over time rather than only during instruction.
• Focus on knowledge transfer and application, not just immediate accuracy.
◻️ WHY IT MATTERS
Schools often evaluate instruction based on what students can do immediately after instruction has occurred. Yet research suggests that durable learning requires more than short-term success. The article challenges educators to reconsider many common indicators of effectiveness, including engagement, fluency, and immediate correctness. As schools increasingly focus on evidence-based practices, understanding the distinction between performance and learning becomes essential. Students need instructional experiences that build knowledge they can retain and apply long after a lesson ends.
🟢 LEADERSHIP ACTION STEPS
✔ Examine assessment practices for evidence of long-term retention.
✔ Promote retrieval practice and spaced learning across classrooms.
✔ Support professional learning on cognitive science principles.
✔ Encourage teachers to measure learning beyond immediate lesson outcomes.
✔ Model evidence-informed decision-making when evaluating instructional effectiveness.
When Learning Looks Like Learning—But Isn't: Unmasking the Illusion of Performance
by Michael Keany
Jun 17
When Learning Looks Like Learning—But Isn't: Unmasking the Illusion of Performance
Summary for Educators
Based on “The Illusion of Performance: And the Staying Power of Deep Learning” By Paul A. Kirschner, Carl Hendrick, and Jim Heal
American Educator, Winter 2025–2026 (Vol. 49, No. 4)
🔵 THE BIG IDEA
One of the most common mistakes educators make is confusing student performance with student learning. Kirschner, Hendrick, and Heal argue that students may appear to have mastered content during a lesson—answering questions correctly, completing assignments, and participating actively—yet retain very little of that knowledge days or weeks later. This phenomenon is what the authors call the illusion of performance.
The article explains that learning is largely invisible. What teachers observe during instruction often reflects temporary performance rather than durable understanding. Immediate success can create the false impression that learning has occurred when, in reality, knowledge has not been sufficiently encoded into long-term memory. Cognitive science reveals that strategies that initially feel more challenging—such as retrieval practice, spaced learning, and generative activities—often yield stronger long-term retention than approaches that produce immediate success. The challenge for educators is learning to distinguish genuine learning from its convincing imitation.
🔵 KEY TAKEAWAYS FOR EDUCATORS
• Distinguish between short-term performance and long-term learning.
• Use retrieval practice to strengthen memory and retention.
• Incorporate spaced review rather than relying on one-time exposure.
• Embrace "desirable difficulties" that promote durable learning.
• Measure learning over time rather than only during instruction.
• Focus on knowledge transfer and application, not just immediate accuracy.
◻️ WHY IT MATTERS
Schools often evaluate instruction based on what students can do immediately after instruction has occurred. Yet research suggests that durable learning requires more than short-term success. The article challenges educators to reconsider many common indicators of effectiveness, including engagement, fluency, and immediate correctness. As schools increasingly focus on evidence-based practices, understanding the distinction between performance and learning becomes essential. Students need instructional experiences that build knowledge they can retain and apply long after a lesson ends.
🟢 LEADERSHIP ACTION STEPS
✔ Examine assessment practices for evidence of long-term retention.
✔ Promote retrieval practice and spaced learning across classrooms.
✔ Support professional learning on cognitive science principles.
✔ Encourage teachers to measure learning beyond immediate lesson outcomes.
✔ Model evidence-informed decision-making when evaluating instructional effectiveness.
Original Article
------------------------------
Prepared with the assistance of AI software
OpenAI. (2026). ChatGPT (5.2) [Large language model]. https://chat.openai.com