I would not use Elmer's as it is water-soluble and doesn't hold non-porous things super well. E-6000 (get the tube with the tip, or else you'll have to squeeze it out on paper and apply with toothpicks or popsicle sticks) would work. Hot glue would too but isn't kid-friendly.