Jack Mitchell joined the Navy during World War II, in which he spent seven months in Nagasaki, Japan. He graduated from Mercer University in 1957 with a bachelor's degree in psychology. He earned a master's degree from Our Lady of the Lake University. Mitchell has spent over fifty years in personality reconstruction therapy as both a patient and a therapist.