The invention relates to a shoe having an outsole with an inside surface and an outside surface. The shoe also has an upper placed above the inside surface and a stitch that extends through the upper and the outsole for securing the upper and outsole together, wherein the stitch also extends from the outside surface to the upper in generally alternating diagonal directions so that the stitch intersects itself.