For example, I volunteer with a church ministry that refurbishes old machines, installs Ubuntu, and gives them / grants them to those who need them (we just call it the Hardware Cooperative).
Our last machine went to a child who just turned 10. His family is low-income and their lone computer was a decade old HP running a virus-filled XP that rebooted every few minutes.
We gave him a speedy little box with Edubuntu on it and he was thrilled by it. He took to it immediately and was engrossed by Tux4Kids and more.
Without our donation, it was obvious that he wasn't going to go anywhere with computers on that XP machine. Without us "bootstrapping" the process for him, I don't see how he ever could have developed an interest in computers, but now I'd say there's a fairly big chance.
So yes: check your privilege if you've got it. But more proactively, look to see how you can prevent these kinds of gaps in the future.