Agreed those are both I think nicer ways to phrase.
I sort of like the ‘backwards’ because it contrasts nicely with ‘following forward’ as in a prospective study, though from a purely grammatical perspective i wonder if ‘follow backwards’ isn’t a bit of an unwieldy phrasing. What do you think?