I'll give it a first shot, and then I'll defer to Charles, who's more operationally based.
It generally has to do with evidence that is more difficult to find, either because of the passage of time, because of the great many different bases or locations the member has served in, or because for whatever reason it wasn't deemed important at the time of the first application.
I'll ask Charles to add more details.