Caffeine is a major cause of that. A lot of kids are drinking soda with caffeine in it. Since kids have better blood flow and smaller body size, the caffeine would be more potent in their system.
If you want to test it for yourself, stop consuming any form of caffeine and notice how your dark eye circles go away even after 1 week. Good luck making it that far though.