Yes, the gap is large.
I don't know if any research has been done, but I can tell you that this is very frequently discussed. At NSERC, every time we put together an initiative or a program, we ask ourselves this question to make sure there's no unconscious bias.
We don't have a monopoly on the truth, but this discussion and efforts in this regard are ongoing.