There is no easy way to do this in Word. There are no pages in a Word document. It is not a page layout application.The displayed pages are merely the result of text flowed between margins.

Depending on what the purpose of the exercise is, it should be possible to set the font colour to white, which will make it invisible, though still present..

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Graham Mayor - MS MVP (Word) (2002-2019)
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