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I agree with what Rick has posted below. I have had considerable difficulty, however, testing conceptual understanding. I have tried in the past to get away from "plug and chug" problems on exams and use more essay type questions meant to test conceptual understanding. Those efforts failed miserably. I'm sure part of the problem was my inability to write good coneptual questions. However, I found that a big part of the poor performance was the students inability to read questions and to write coherent answers. They do far better with textbook type problems where they can organize material in a template and plug numbers into a formula. Most can explain to me verbally how they attacked a problem - I can tell when they come to my office for help that they really do understand the physics and have gotten hung up on a minor detail - but they cannot give a written explanation of the same concept they have just explained to me verbally.