Remove the 'Edit page' option


On many pages of elgg, the user gets the 'Edit page' box on the side of the screen which allows the user to add and remove widgets.

I'd like to remove that option, do you know a way to do it with out editing multiple pages of the theme ?

Thanks dudes.