William J. Reynolds, in his Companion to Baptist Hymnal (1976), p. 161, wrote as follows:
Happy Day appeared in William McDonald’s Wesleyan Sacred Harp (Boston, 1854), set to “Jesus, my All, to heaven is gone” with the present refrain, "Happy day, happy day, When Jesus washed my sins away!" Do…