One effect of Shay's Rebellion was that leaders agreed that a stronger national government was needed.
At the time of the rebellion, the weaknesses of the federal government as constituted by the Articles of Confederation were evident to many. A vigorous debate was taking place in all states about the need for a stronger central government, and the Rebellion did nothing more than confirm this need.