I talked with B-I-L, the electrician. Absolutely yes, there should be a continuous ground. Normally, with EMT conduit, it's metallic construction would mechanically provide the ground continuity. With PVC conduit, a 4th wire must be run. He recommended 10 ga for the ground wire.
