Constructing a picture of fatigue in the context of cancer: assessment of construct overlap in common fatigue scales

• Published in: Supportive care in cancer 2024-11, Vol.32 (11), p.737, Article 737
• Main Authors: Muench, Alexandria, Lampe, Elizabeth W., Garland, Sheila N., Dhaliwal, Sammy, Perlis, Michael L.
• Format: Article
• Language: English
• Subjects: Cancer; Fatigue; Fatigue - diagnosis; Fatigue - etiology; Female; Humans; Male; Medical tests; Medicine; Medicine & Public Health; Middle Aged; Neoplasms - complications; Nursing; Nursing Research; Oncology; Pain Medicine; Quantitative psychology; Questionnaires; Rehabilitation Medicine; Self Report; Surveys and Questionnaires
• ISSN: 0941-4355; 1433-7339; 1433-7339
• DOI: 10.1007/s00520-024-08930-4

Purpose Individuals diagnosed with cancer experience multiple inter-related short- and long-term side effects. Chief among such symptomology is cancer-related fatigue (CRF), which, if left unmanaged, can become chronic and result in increased disability and healthcare utilization. A growing number of self-report scales have been developed to measure CRF symptoms based on various theoretical conceptualizations with the aim of promoting targeted assessment and intervention efforts. It may be, however, unwise to assume that the various measures are conceptually similar (i.e., that they assess for the same constructs). Accordingly, we aimed to characterize item content among nine self-report scales, using a Jaccard index to quantify content overlap among scales. Methods We characterized construct assessment among nine self-report scales recommended to assess CRF by a recent clinical practice guideline, and used a Jaccard index to quantify content overlap among scales. Results Analysis of 208 items across nine rating scales resulted in 20 distinct symptoms of CRF assessed. The most common symptoms were energy level (captured in all nine scales), cognitive function, impaired task performance (in eight scales), sleepiness, and physical function (in seven scales). Mean overlap among all scales was low (Jaccard index = 0.455). Only one construct (duration of fatigue; 5.0%) was captured by a single scale, and one symptom (energy level; 5.0%) was common across all scales. The PFS, MFSI, and BFI each captured at least one symptom from each of the NCCN domains of CRF. Conclusion CRF scales are heterogeneous in the content they measure, critically impairing integration of knowledge across studies using disparate scales. Future work is urgently needed to build more integrated theoretical and/or computational models of CRF based on relevant mechanisms.