A piece of information that is repeated frequently enough will have a tendency to assert itself as true in the subconscious mind. This is a fact that is frequently exploited by propagandists.

Perhaps reminding people of this frequently enough will help to defend them against the tactic (with the unfortunate side-effect of being really annoying).