Aspen,
I agree that you feel prepared when you walk in with a set of questions after having reviewed the job description and the resume. By using that same set of questions for all of the candidates, it also gives you an opportunity to compare responses given by the various candidates. Should you even be questioned as to why a particular individual was selected, you have the responses the candidates gave which you can use for justification.
Dr. Patricia Kapper