It probably does happen occasionally on accident, like hunting dogs that pick up an interesting scent and then get lost, but I've never met a good pet owner who's pet ran away. It's always the guy who locked his dog in the backyard 16 hours a day and never thought of them as family, or the cat owner who put the car on a starvation diet hoping it would catch mice.