The expertise reversal effect denotes the phenomenon that there is a difference in how an expert and a beginner best learn within a field. The material or course that works well for a beginner (simplified explanations, simple graphics, guided progression through the subject, etc.,) typically works very poorly for an expert. As experts have more developed schemas regarding the s ...