CCW will increase the flow, CW reduces the flow. If the pump is new and it only work with a full tank then most likely the line is off (broken or fell off) inside the oil tank.
On an old pump, the piston sometimes get stuck and turning the oiler all the way down can push the piston enough to free it up. That is generally not the issue with a new pump.
Mark