It Must Have Been the Mistletoe (Our First Christmas) is a Christmas song written in 1979 by Justin Wilde and Doug Konecky. It was most famously recorded by Barbara Mandrell in 1984 and Barbara Streisand in 2002.. Sawyer Brown’s version appears on the 1991 Christmas compilation An Old Fashioned Christmas – Vol. 2.