Is it possible to fully recover from a shoulder dislocation without having an operation? If so, how? Would joint support medication help?

Yes. You should be doing physical therapy to help regain range of motion and shoulder strength. A large percentage of people can go back to having normal shoulders after a one-time dislocation. Others continue to have dislocations despite appropriate therapy.