A glenoid prosthesis for use in total shoulder arthroplasty. The glenoid prosthesis has a concave articulating plate that can interact with the humeral component of an artificial shoulder joint, and a backing for connecting and bonding the prosthesis to the human scapula. The backing of the glenoid prosthesis can be made using hydroxyapatite, which forms a bond with human bone. The backing can further include means for connecting, such as pegs or a keel, to facilitate the connection of the glenoid prosthesis with the scapula.