I think this is true, with the caveat that men don't have periods like women do, so taking iron supplements every day for say 5 years might cumulatively add up for them.

But otherwise normal/daily supplements for a few months probably won't be negative and indeed, might even be beneficial for certain subpopulations, like athletes.