Sproul was elected as a Republican to the Sixty-seventh and to the four succeeding Congresses (March 4, 1921 – March 3, 1931). He was an unsuccessful candidate for reelection in 1930 to the Seventy-second Congress. He resided in Chicago until his death there on June 22, 1935. He was interred in Mount Hope Cemetery in Chicago, Illinois.