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Updated: Jun 13, 2026

The Multiple Sclerosis Performance Test (MSPT): An iPad-Based Disability Assessment Tool
Published on: June 30, 2014
Symptom cluster and quality of life in multiple sclerosis
Robert W Motl1, Yoojin Suh, Madeline Weikert
1Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA. robmotl@uiuc.edu
Context:
There is abundant evidence that quality of life (QOL) is compromised in persons with multiple sclerosis (MS), but researchers have not yet examined the possible association between co-occurring symptoms and QOL in this population.
Objectives:
The objective of this study was to examine the symptom cluster of fatigue, pain, depression, and perceived cognitive complaints and its association with QOL in individuals with MS.
Methods:
The sample included 133 individuals with a definite diagnosis of MS who completed a battery of self-report measures as part of a cross-sectional study of symptoms and physical activity. The battery included the Fatigue Severity Scale, the Center for Epidemiological Studies-Depression Scale, the short form of the McGill Pain Questionnaire, the Perceived Deficits Questionnaire, and the Multiple Sclerosis Impact Scale.
Results:
Results indicated that 1) there were moderate bivariate correlations between fatigue, depression, pain, and perceived cognitive complaint scores; 2) the correlations between scores from the pairs of symptoms were attenuated when expressed as partial correlations controlling for the covariance of the remaining pair of symptoms; 3) exploratory and confirmatory factor analyses supported a single-factor model for the associations among fatigue, depression, pain, and perceived cognitive complaint scores; 4) cluster analysis identified three subgroups differing in experiences of fatigue, depression, pain, and perceived cognitive complaints; and 5) analysis of variance indicated a possible dose-response relationship between worsening symptoms and psychological and physical domains of QOL.
Conclusion:
Such findings provide emerging support for a dose-response relationship between worsening symptoms of fatigue, pain, depression, and perceived cognitive complaints and QOL in persons with MS.
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