They also tend to move less and stay in the same district for a large percentage of their lives. It's a lot easier to vote if you only need to sign up once and the same process applies. If you're young and mobile, you're changing cities/counties/states and therefore less likely to keep up with the different races.

Considering how much more locked in the are it makes sense. The stakes are higher for them.