WASHINGTON—President Barack Obama will announce this week a new aid plan for the Middle East and North Africa that U.S. officials say will be far bolder than previous American economic assistance to the region.

Mr. Obama will outline the plan, which could include debt cancellation and a reprogramming of financial aid the U.S. already provides to countries like Egypt, in a speech he is scheduled to deliver Thursday at the State Department.

Whatever...