As NatCh says, it depends on the kid & the reader. If we're talking about a $300 reader then I'd say around 14 at the youngest & with some kids not even then.
However when (not if) Matel (or similar company) comes out with an ereader, with a robust design & cheap (~$20 - $40) then probably preschool would be the best time.