Finding employees who "fit"?

Some interesting approaches here, though I'm not quite sure what to use in my role as the person who signs off on hiring faculty members.

http://news.yahoo.com/s/ap/20071105/ap_on_bi_ge/hiring_for_congeniality;_ylt=AoI.mLACeFH6DrOX_7pgl7Ks0NUE