Don’t say Linux then. If they already barely know windows, that’s an ideal situation, it’s going to be similarly confusing either way.
If your concern is that you think they would run into more stability issues when using a linux-based OS vs Windows, that’s a reasonable concern. But if we’re comparing against a sufficiently stable distro release, I don’t think it’s well founded.