Jason, apparently you've never spent time in Myrtle Beach during the "harsh" winter months. People "walk" their dogs while driving inside their zippered cart enclosure, a leash threaded through it, and the dog walking/jogging alongside.
But, yes, driving your dog to the beach for a shoreline walk is very common here.