A man jumped out of a moving car shortly after being chased and shot at by another man during a dramatic incident in Rockingham on Wednesday night.

Rockingham Detectives are investigating the shooting and kidnapping incident in Cooloongup which happened at about 5.30pm.

Police are investigating a shooting south of Perth. Credit:Rohan Thompson

Police say the victim, a 32-year-old man was chased by another man, who had a gun. Police say shots were fired but blank cartridges were used.

The victim jumped over fences and ran through the backyards of houses in Toora Place while being chased until he was caught by the man.