Despite federal legislation and a commitment of millions of dollars to fight fraud and abuse, research suggests that less than 5 percent of the losses from fraud and abuse are recovered annually.12 This paper will provide both a technical and working definition of fraud and abuse, identify the most common types of healthcare fraud and abuse, and provide a working model that uses data mining method