When writing an exam, I think it is important that each question have a context, since without a context, it seems that interpretation is not very meaningful. However, I do start with content. I usually make a list of the type of questions I want to include, and then try to write questions with a reasonable context to fit the content questions that I want to ask. I am a real advocate of real data in texts, homework, and especially in any kind of data analysis type project work, but for exams I usually settle for realistic because it usually doesn't take as much in the way of explanation to set them up. I don't want to have students to have to spend an inordinate amount of time reading background information in a timed exam, but I do want them to have a context so that I can see if they can provide conclusions in context. I would take a completely different approach if I were making up a take-home exam.

I would guess that about 30-40% of my exam points are calculation/mechanics, and 60-70% on interpretation and conceptual understanding.

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