There is a major difference: Dogs have been deemed workers, thus eating them is seen as a threat to one's livelihood. Same reason Americans won't eat horses. You can't plow the fields tomorrow if you eat the horse tonight, so to speak. It has been an imperative that these animals be off limits for consumption. In other parts of the world where the working animals differ, they have no qualms about eating dogs and horses, but may not eat other animals.