First I heard of this hymn was a live video of an onstage performance
with all three "Judds" --
Naomi, Wynonna, and Ashley --
singing this as an a-cappella trio, as they would have done in church.

I'll see if I can find that Judd video. Now,
the video referenced in the OP is at

this YouTube link.