It is strange that Shaggy and Scooby are terrified of ghosts, considering how they regularly discover the more logical explanation that is was simply a person all along.

Perhaps their role in Mystery Inc. is to be deliberately split up from the rest of the group, and to then pretend to be scared. They are then singled out as easy targets, thus luring out the culprit every time.