 In September 1786 , at the Annapolis Convention , delegates from five states called for a Constitutional Convention in order to discuss possible improvements to the Articles of Confederation . The Constitutional Convention took place in Philadelphia on May 14 , 1787 . Rhode Island , fearing that the Convention would work to its disadvantage , boycotted the Convention and , when the Constitution was put to the states , initially refused to ratify it . 
