The MDP nominated Abbas Djoussouf as its candidate for the 1996 presidential elections. Djoussouf finished second in the first round of voting, progressing to the runoff, where he was defeated by UDD candidate Mohamed Taki Abdoulkarim by a margin of 64%–36%. The MDP subsequently boycotted the parliamentary elections later in the year.