Kamil Smolinski voted up Ancient Hippy's answer 12/9/2015 Is there a literal patty cake that the hand patting game thing is based off of? I never heard of a real one. The original nursery rhyme was "Pat-a-cake". When updated for printing in later years, it became Pattycake.