Peggie is a variant of the name Peggy, which itself is a diminutive form of Margaret. The name Margaret has Greek origins, derived from the word 'margarites,' meaning 'pearl.' Over time, Peggy became a popular nickname for Margaret, and Peggie emerged as an alternative spelling. The name carries connotations of purity and preciousness, much like the gemstone it references.