  We study the compactness of composition operators on the Bergman spaces of
certain bounded convex domains in $\mathbb{C}^n$ with non-trivial analytic
discs contained in the boundary. As a consequence we characterize that
compactness of the composition operator with a continuous symbol (up to the
closure) on the Bergman space of the polydisc.
