Police say they tried to stop Harrison on Portsmouth Boulevard last Wednesday when he drove off leading them on a chase that ended in Virginia Beach.
Harrison was driving an SUV.
During the chase, police say Harrison damaged three cars including a Portsmouth police cruiser.
He was arrested when the chase ended on Bayside Road.
Chesapeake police say Harrison could face additional charges for reckless driving and hit and run in other cities.