This study examined the criterion validity and sensitivity and specificity of a single item to rapidly screen patients in ambulatory oncology clinics for cancer-related fatigue. In an effort to expand the utility of the Zung Self-Rating Depression Scale (ZSDS) as a screen for other symptoms, the utility of the single fatigue item was examined. The fatigue item reads "I get tired for no reason" and is rated on a four-point scale ranging from "none or a little of the time" to "most or all of the time." Fifty-two subjects were administered the Zung, the Functional Assessment of Cancer Therapy-Anemia (FACT-An) scale, and the Fatigue Symptom Inventory (FSI). The Zung item was highly correlated with the ZSDS (r= 0.63, p < 0.0001) and the FACT-An (r = -0.70, p < 0.0001), as well as to the individual items of the FSI, ranging from 0.41 (p < 0.003) to 0.71 (p < 0.0001). All 10 subjects considered to be depressed based on the ZSDS were also considered to fatigued on the FACT-An. Setting the ZSDS item cutoff point at level 3--"A good part of the time"--yielded a sensitivity of 78.95% and a specificity of 87.88%. It is concluded that a single item can be a fast and accurate way of screening cancer patients for fatigue to trigger additional follow-up, thus expanding the utility of a depression screening tool for problems other than the purely psychiatric.