Few studies have explored issues of sensitivity and specificity for using the fatigue construct to identify patients meeting chronic fatigue syndrome (CFS) criteria. In this article, we examine the sensitivity and specificity of several fatigue scales that have attempted to define severe fatigue within CFS. Using Receiver Operating Characteristic (ROC) curve analysis, we found most scales and sub-scales had either significant specificity and/or sensitivity problems. However, the postexertional subscale of the ME/CFS Fatigue Types Questionnaire (Jason, Jessen, et al., 2009) was the most promising in terms of specificity and sensitivity. Among the more traditional fatigue scales, Krupp, LaRocca, Muir-Nash, and Steinberg's (1989) Fatigue Severity Scale had the best ability to differentiate CFS from healthy controls. Selecting questions, scales and cut off points to measure fatigue must be done with extreme care in order to successfully identify CFS cases.
Keywordschronic fatigue syndrome; fatigue; fatigue scales; sensitivity and specificity There have been relatively few studies assessing the sensitivity and specificity of fatigue scales which are frequently used to identify individuals with chronic fatigue syndrome (CFS) and differentiate them from healthy controls. The present investigation consists of two distinct studies, both of which employ samples of individuals with CFS and controls, and to assess the effectiveness of several well known fatigue instruments in discriminating between these two groups by utilizing Receiver Operating Characteristic (ROC) curve analyses. The Fukuda et al. (1994) CFS case definition is the currently accepted case definition internationally, although there is no available "gold standard" to assess fatigue severity. This case definition requires an individual to experience six or more months of persisting or recurring chronic fatigue and the co-occurrence of four of eight additional core symptoms. However, these Fukuda et al. requirements have been criticized as lacking operational definitions and guidelines for accurate identification of CFS cases (Jason, King, et al., 1999;Reeves et al., 2003). For example, these criteria do not specify how to assess fatigue severity or the presence of persisting or recurring fatigue for a period of 6 or more months. Partially in response to these problems with operationalizing the Fukuda et al. definition, the Centers for Disease Control and Prevention (CDC) developed an empiric case definition for CFS that involves assessment of symptoms, disability, and fatigue with standardized instruments and specific cutoff points .Correspondence concerning this article should be addressed to Leonard A. Jason, Ph.D., Director, Center for Community Research, 990 W. Fullerton Ave., Suite 3100, Chicago, Il. 60614. telephone: 773-325-2018; fax: 773-325-4923 et al., 2007), rates that are about ten times higher than prior CDC prevalence estimates (Reyes et al., 2003) and estimates of other investigators . It is plausible that this inflated CFS prevalence...