The party was formed in 1991 as the successor of the League of Communists of Montenegro, which had governed Montenegro within the Yugoslav federation since World War II. Since its formation and the introduction of a multi-party system, the DPS has played a dominant role in Montenegrin politics, forming the backbone of every coalition government to date.