I just installed Office 2013 and one thing I noticed is that Outlook now has two icons on the Taskbar when it is open. If the program is closed, only one icon is displayed.

Any additional Outlook windows also group to this icon so basically the first Outlook is only being used to open Outlook.

How can I get rid of this extra Outlook icon on the Taskbar?