The Rapid Estimate of Adult Literacy in Medicine (REALM-R), a new 8-item instrument designed to rapidly screen patients for potential health literacy problems, was administered to 157 patients. The REALM-R was correlated with Wide Range Achievement Test-Revised (WRAT-R) (.64) and demonstrated a Cronbach's alpha of 0.91. The REALM-R identified 26 of 30 persons scoring more than 1 standard deviation below the mean on the WRAT-R, corresponding to a sixth grade reading level. The REALM-R identified a substantial number of people who scored poorly on the WRAT-R, and depending on further studies of validity and reliability, may offer a practical approach to identify patients at risk for health literacy problems in a clinical setting.