Is It Advisable to Remove Web Pages From Web Site?

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I have an eCommerce website. On my web site there are many category pages without products.

So, is it advisable to remove that web pages from web site?

All pages were indexed by Google & links are available on home page in drop down navigation, left navigation & footer.

So, Will it create any bad effect on my current organic performance?