Or, as is commonly done elsewhere, get their plates and a photo, and drop by their house later (unless they're an active threat to public safety of course).
This is literally the SOP in a lot of other countries: You don't chase someone in a vehicle unless you absolutely have to. You rather just identify them and apprehend them at a later point.