Has the USA previously competed in Handball at the Olympics? John Ryan 4 years ago 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