Side effects are uncommon and usually mild, but sometimes Finasteride can cause skin rashes. A concern for many men is that it can reduce sex drive and cause erection problems. Around 1.5% of men are affected by these side effects, which, in very rare cases, can continue to cause problems after stopping the medication.