A polymer material capable of gradient degradation. The polymer material is formed by at least two types of aliphatic polyesters having different degradation velocities, the aliphatic polyesters being arranged in an ascending order or descending order of the degradation velocities and fused together. The polymer material may be manufactured as thread materials, barrier materials, tube materials, and controlled drug release carriers, which specifically comprise sutures, medical dressings, adhesion prevention material, hemostasis material, guided tissue regeneration barriers, tissue repair materials, enhancement surgical meshes, drug carriers, cartilage tissue culture scaffolds, scaffolds, and especially urethral scaffolds.