Hi, leeneia!
I think that possibility has been suggested before, but the experts suggest the Appalachians (and possibly Negro origin as second choice).

I have been looking for an early antecedent of this song, but so far, no gold.
I have re-found the spirituals collected in 1867 by Higginson, and posted a couple, but nothing helpful with regard to "Bright Morning Star(s)."