Musicology: What is it?

Have you ever heard someone mention that they were a "Musicologist"? One may wonder what that exactly is? Some form of a music psychologist? Actually, they are one who studies and researches the theory behind the art. Are you familiar with the past VH1 show "Behind The Music?"