From my understanding, it's generally for health purposes (though the convenience doesn't hurt). An example my vet provided is that the level of sodium consumption needed by humans is way too high for dogs.

There was a BBC early-morning breakfast tv slot in which a dog was presented as 'vegetarian', until test time...the dog (given free choice between two bowls of food placed on the studio floor) went immmediiately for the meat dish.