It does not stop spinning, although hitting anything will slow both the arrow and the rate of spin.

To prove that shoot the arrow into one of the foam block targets. Shoot it lengthwise into the target so that the arrow does not protrude out the other side. When you remove it you'll feel it rotating (in the reverse direction in had in flight) inside the target as the blades follow the same path of entry.