The document summarizes research on factors that predict whether individuals recovering from addiction will relapse or maintain abstinence. It finds that relapse is most common for young males. Certain treatment approaches are associated with better outcomes, such as longer treatment times, quality therapist-client relationships, and the presence of a case manager. Cognitive tests can predict outcomes and help personalize therapy. Attitudes like acknowledging the problem and having confidence in quitting are tied to abstinence.