In all of these "Bachelor"-like shows, the producers *always* have a hand in who the leading person picks. I've heard that they specifically tell them to keep any minorities in for as long as possible for diversity's sake. And definitely, people who they feel would make the show more interesting are also encouraged to be chosen to stay (i.e. Dan). However, when it comes to the final choice, it's all up to the person.