The 1981 Eastern 8 men's basketball tournament was held in Pittsburgh, Pennsylvania at the Civic Arena from March 3âÂÂ7, 1981 (first round games were held at campus sites). Pittsburgh defeated Duquesne 64-60 to win their first tournament championship. Lenny McMillan of Pittsburgh was named the Most Outstanding Player of the tournament.