We are dragging the shoe on our forward foot, but it's against the "grip tape" (made from crushed glass in a bed of adhesive). The force of friction from the shoe sliding forward against the grip tape is, in conjunction with the upward force from striking the tail of the board against the ground, sufficient to lift the board. Coordinating those two motions is the essence of an ollie.