To be frank, my opinion on this topic has changed in just the past year or two. Before then, I was an ardent believer that all research must by anonymous—no matter what. I felt that any direct follow-up would show research participants that their survey responses could result in unexpected communications—and even if “helpful”, this experience could still impact future willingness to participate in research.