A shoe includes a vamp with an insole and a side panel encloses a periphery of a lower portion of the vamp. The side panel includes a plurality of apertures and at least one gap is defined between the vamp and the side panel. Material such as rubber for an outsole encloses the side panel and is filled in the at least one gap and the apertures. The shoe needs no stitching and gluing.