...a matter that's as local as you are.  I've seen county chairs who were 1) the people who simply stuck around the longest, 2) retired politicians who still wanted to contribute, 3) local business people chosen for their tremendous success.. etc. etc.  I'm new to my current location, so I have no idea who is in the leadership or how that leadership is chosen here. :(