A diaper wherein at least one of the waist band, side panels, leg cuffs and fastening system landing zone includes a textile material of stitch bonded construction. The textile material includes selectively applied zones of stitches formed from elastomeric yarns with adjacent zones having stitches formed from inelastic yarns. The textile material provides stretch of a desired degree in the cross-machine direction while maintaining substantial dimensional stability in the machine direction.