I don`t think so but someone may tell us differently. I would use the shortcut and then the GoTo function (Ctrl Key + G Key) type in the page number you want and hit the enter key.
You can also navigate quickly in a Word document using the Ctrl Key with the following keys:
Ctrl + Home Key - Takes you to the start of the document.
Ctrl + End Key - Takes you to the end.
Ctrl + Page Down Key - Take you to the top of the next page. (Useful if the chapter titles are on the top of the page)
Ctrl + Page Up Key - Takes you to the top of the previous page.