https://fnoschese.wordpress.com/2011/03/17/khan-academy-and-...
The simplest description is this: Consider two videos. One is a clear lecture (eg Khan Academy style), while the other is a dialogue between a character who espouses the common misperception, and a teacher who illustrates their mistakes. After watching the videos, you have students evaluate how well they think they know the material, how they feel about the video, and then you test them on how well they learned the concept covered by the video.
The lecture video had the following results: - Highly rated video clarity - Increased confidence in knowledge - zero change in knowledge (tested)
That is to say, students liked the video and thought they learned something, but didn't actually learn anything.
The dialogue video, on the other hand, was almost the opposite: - video was considered confusing (not at all clear) - decreased confidence in knowledge - large positive change in knowledge (tested)
Students, it would seem, don't know enough to be able to evaluate what is good instruction. (cf Dunning & Kruger)