Compositions for making implants comprising high levels of resorbable bioceramics have been developed. These compositions comprise P4HB and copolymers thereof filled with bioceramics, and can be prepared with high levels of bioceramic without the compositions becoming too brittle for the intended application. A preferred embodiment comprises P4HB filled with β-TCP.