I'd love to see that reference, as I've not yet seen an example where this was true in practicd, but know several examples where it is definitely false (e.g. we use a modification of the Julia GC which uses consevative stack scanning to allow interop with another system, and it seems to perform very well).
I think that only scanning the stack conservatively should not change much from a completely precise GC. The chances of misidentifying a potential reference to an enormous data structure that is collectable are pretty slim in a memory region as small as a typical stack.
Scanning the entire heap is different because of its generally much bigger size. It's far more likely then to see references where there are none.