I think it may be more the compression type (what is compressed vs discarded) than the bitrates that are more difficult to discern?
Discussion
Yes, compression is a factor. I think most people would be able to tell the difference in a song played over satellite radio (Sirius/XM) vs a CD. My wife noticed the difference and she is not a critical listener.