I tried doing that a couple of times and they end up looking for the blue "e". Somehow that's their symbol for "the internet".
So what I did next was not uninstall but hide the icon and leave the chrome & FF visible. Now my dad uses Firefox and he calls it "the mozilla" hehe. And my mom somehow figured out a way to find IE, I guess she couldn't live without it.
That was my case at least.