I have seen quite a bit of research on this topic by both Randy Peterson and Co as well as airlines themselves. Unfortunately, I can't remember where exactly I saw these articles but if you dig I'm sure you can find them. Generally speaking, these surveys have found that most frequent fliers consider UPGRADES to be the top perk of frequent flier programs more than any other benefit.