Sep 07, 2009  He used it to describe Platos elements of education. Andragogy refers to man led rather than pedagogy which has the root ped meaning child. (Smith, M. , 1996, 1999) According Malcolm Knowles, andragogy is the art and science of adult learning, thus andragogy refers to any form of adult learning. (Kearsley, 2010)