Joseph Henry Conroy (November 8, 1858 – March 20, 1939) was an American prelate of the Roman Catholic Church. He served as bishop of the Diocese of Ogdensburg in Northern New York from 1921 until his death in 1939. He previously served as an auxiliary bishop for the same diocese from 1912 to 1921.