Has the USA previously competed in Handball at the Olympics? Posted on May 20, 2020 by John Ryan Yes. The men participated in the 1972, 1976, 1984, 1988 and 1996 Olympics. The Women participated in 1984, 1988, 1992 and 1996 Handball FAQ Home Page: Link Direct link to this question: Link