Listen to Move On Up Little Higher online. Move On Up Little Higher is an English language song and is sung by Mahalia Jackson. Move On Up Little Higher, from the album The Gospel Collection, was released in the year 2006. The duration of the song is 3:22. Download English songs online from JioSaavn.