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Yes you need to mention it. And for any other visa to any other country.

It may effect your application.

It may or may not. It really depends why was it rejected. For example if you could not prove enough funds in the past, but now you can, that should not be problem.
If however ties to your home country were missing, expect more scrutiny on that part.
And the worse case scenario would be misinterpretation.