Despite missing out the 2000 Olympic bid, Skoko-Celic came back with a vengeance for her third Games by firing a fifth-place score of 482.1 in air pistol shooting at the 2002 ISSF World Championships in Lahti, Finland. She also won a silver medal at the European Championships in Thessaloniki, Greece, finishing with a total of 481.6.