I've flown 5 times with AA this year, and they have messed up 3 out of 5 - that's a pretty good average? Of those 3, two were delays of more than 4 hours and one was a cancellation.
What annoyed me was that the gate staff told me this sort of thing happens daily, and I shouldn't expect any better!!