We investigate the dynamics of a closed-loop supply chain with VAR(1) demand and return processes. It is shown that the manufacturing cost is convex in the yield rate at the remanufacturer, which is an undesirable characteristic from a sustainability viewpoint. We consider replenishment policies that overcome this issue.