A pillow cover has a pillow case having a pocket, a pocket opening, a cavity, and an opening, the opening configured to allow the pillow case to receive a standard-sized pillow into the cavity, a support pillow insert insertable into the pocket through the pocket opening to form a support pillow on the surface the pillow case, and an attachment to allow the pillow cover to be adjustably attached to a chair.