After retiring from the Peddie School, Kelley moved to Pensacola, Florida. In his final years, Kelley suffered a stroke and had heart bypass surgery. On June 27, 2000, six months after selling his Heisman Trophy, Kelley shot himself in the head with a handgun in the basement of his house in Hightstown.
