Inflammation of one of the abdominal organs can cause cramping. Irritable bowel syndrome can cause abdominal cramping. Any situation in which a woman experiences prolonged abdominal pain, particularly with a headache, should be addressed by a medical professional. Abdominal cramping may be caused by a stomach virus. An illustration of a human stomach, a major organ in the abdomen.