Certain medications can also cause lower leg swelling. Some kinds of antidepressants and blood pressure medications may lead to the unpleasant feeling of swollen feet. Certain types of contraception (especially birth control pills that contain estrogen) can change hormone levels in a woman’s body and cause water retention and leg swelling.