 Macauley's father was a veteran of the American Civil War and was imprisoned for nine months in a Confederate war prison camp.The elder Macauley became the first state treasurer for West Virginia after the Civil War.The Macauleys moved to Washington D.C. where Alvan was educated in the public school system.