Studied whether the theoretical sampling distribution of the U3 person-fit statistic is in agreement with the simulated sampling distribution under different item response theory models and varying item and test characteristics. Simulation results suggest that the use of standard normal deviates for the standardized version of the U3 statistic may be problematic, but the statistic is suitable for evaluating the relative likelihood of item score patterns in some circumstances. (SLD)