Accurate identification of medication errors poses methodological challenges. This study analyzed orders entered and discontinued within 2 hours as a trigger for inexpensive and rapid real-time evaluation. Investigators discovered that two thirds of orders discontinued within 45 minutes were viewed as inappropriate.