For me it depends on the dog and speeds. We had a 150lb Doberman who physically couldn't fit it a car so he rode in the bed. My dad bought his new truck with an extended cab so the new Doberman could fit comfortably. Or mini pin jumped out of a golf cart to chase a squirrel, he wore a harness after that.