Vaccinations do have some side effects. These include swelling and redness around the injection site, a sore arm, or fever. These effects are because of the immune system fighting with the viruses or bacteria which have been injected. Very rarely, the immune system overreacts so much to the virus that the immune system damages other areas in the body.