The selection of residents in medical specialty programs is a difficult task facing all selection committees. The present authors examined factors that contribute to successful residency performance by 26 anesthesiology residents in order to assist the program's selection committee in developing selection criteria. The best predictor of a resident's academic average in the anesthesiology program was the number of years the resident had spent in other specialties. Comparison of the residents' scores on the Anesthesiology In-Training Examination (ITE) and their scores on Part I of the examinations of the National Board of Medical Examiners (NBME) showed a statistically significant negative correlation. The higher that residents scored on the NBME Part I examination, the lower they scored on the ITE. No significant correlations were found between the residents' ITE scores and undergraduate grade-point average or nonacademic variables such as the residents' age or parents' level of education. The residents' composite grade-point average (GPA) for the residency and their interview scores had a strong positive relationship significant at the 0.06 level.