James Dudley Moore was born in Caldwell County, North Carolina, on December 31, 1871. Moore was in the employ of W. C. Meadows Mill Company in North Wilkesboro (Wilkes County), North Carolina, for a time in the 1910s. He later manufactured chairs. Moore died in North Wilkesboro on October 3, 1943.