As an aside, it seems remarkable to me that Morriss et al also used some objective measures to validate two of the constructed "four factors of fatigue", and if I understood correctly, they claim the objective measures correlated with the subjective assessments?
Factor 1 (cognitive difficulties)
"Higher scores on factor 1 were significantly associated with subjective everyday minor cognitive difficulties, subjectively impaired concentration on the CIS-R, and the difference between cued and free recall of word-pairs on the paired associate learning task(*)."
Factor 3 (strength and endurance)
Higher scores on factor 3 were significantly inversely associated with left and right hand-grip strength(**), peak heart rate and oxygen consumption on exercise at peak functional work capacity, and peak functional work capacity at their subjective maximum exertion(***).
But also: "There were also significant associations between higher scores on factor 3 and the presence of current DSM-III-R major depression or anxiety disorders."
(I didn't have the cognitive endurance to find out whether they specified the claimed assoaciations)
(*) "Free recall is usually considered to require more effort than cued recall so subjects whose free recall performance was relatively worse than their cued recall performance might be considered to show impaired effortful cognition."
(**) "grip-strength for each hand using a dynamometer"
(***) "heart rate, oxygen consumption in a minute (using a PK Morgan Exercise Test System), workload at peak functional work capacity on a Bosch ERG-551 electronically braked cycle ergometer, calculated as the amount of oxygen (in milliliters) consumed in the final minute of exercise per kilogram of body weight“