Yes, fertility drugs can increase the risk of multiple pregnancies, which can lead to complications such as premature delivery and low birth weight. Other potential side effects of fertility drugs include headaches, hot flashes, mood swings, and abdominal discomfort. This is why we keep reiterating that consulting your doctor is of the utmost importance before putting yourself on any medication.