This paper presents findings on how individuals respond to receiving feedback on their participation levels during meetings. Comparing in-lab and natural group settings, repeated use, and differing information displays, we found that individuals vary on how useful and informative they found the feedback. Their ratings were most influenced by how the tool was first introduced to them and whether or not there was redundancy in the feedback.