You get enough people on a call, someone's gonna miss something, even if everyone knows how to handle calls and is trying to do the right thing.
I've noticed a strong preference for actual conference calls, as in, calling a phone number, in certain companies, and I think consistency-of-interface and the fact that no-one, including people from outside the org, need to have a certain program available or installed, is part of the reason.