Stevick met Betty Rae Culp in 1947. They married in 1948. Some of Stevick's family members are still alive, including: a brother, Bob Stevick, of Seattle, Washington; three children, Becky Clarke of Lexington, Marian Walton of Cedar Rapids, Iowa, and Joel Stevick of Rockville, Maryland; eight grandchildren and six great-grandchildren.