Aspirin can prevent myocardial infarctions but increases the risk of gastrointestinal bleeding and appears to increase the risk of hemorrhagic stroke. The net benefit of aspirin increases with increasing cardiovascular risk. The decision about whether to use aspirin chemoprevention requires consideration of the patient's cardiovascular risk as well as the patient's relative utility for the different clinical outcomes prevented or caused by its use.