It's because of the light levels given off by each type of screen. E-readers and kindles usually have less intense back-lights and limit blue light which I think is the one that fucks your eyes up if you stare for too long. Phones tend to be the worst because you're not supposed to be looking at it for too long and it needs to be readable in bright conditions also, so generally a much brighter screen.