I am currently building a data entry application and a lot of our data is contained in Div's on a page. Right now all of our data is listed horizontally because I feel that it is more readable and is easier to browse for the data. However by doing so we have a lot of white space.

By switching to a two column layout would it make the application more confusing and less usable?