WASHINGTON -- Democrats strengthened their majorities in both houses of Congress and moved close to a level of domination in the Senate that could enable them to push through major legislation.

Combined with Sen. Barack Obama's victory in the presidential race, the congressional results gave Democrats broad power in Washington that they haven't enjoyed in decades.

The...