White space (the absence of text and graphics) is vital to graphic design. The key is to add just enough white space so the eye knows where to go and can rest a bit when it gets there.
You can control white space in the following location: margins, paragraph spacing, spacing between lines of text, gutters (the space between columns), and surrounding text and graphics.