The poor latency of police response means that rampage killers(or anybody bent on harming anybody, really) can get away with killing several unarmed civilians before they can be stopped.
In theory, concealed carry individuals can put a stop to the rampage or at least keep the killer busy until the police arrive. You can google news stories about concealed arm carriers defending themselves. So it does works.