I've heard this repeated a lot but I've never seen anyone do the maths. StarLink satellites are all in very low orbits, so intuitively it seems like most debris from a collision would just end up deorbiting.
[1] https://arxiv.org/abs/2512.09643
[2] https://conference.sdo.esoc.esa.int/proceedings/sdc9/paper/3...
I've definitely seen math done - though I'd have to dig it up again. I think in FAA filings.