Faculty, Staff and Student Publications

Language

English

Publication Date

4-1-2026

Journal

Quality of Life Research

DOI

10.1007/s11136-026-04220-0

PMID

41920266

PMCID

PMC13043617

PubMedCentral® Posted Date

4-1-2026

PubMedCentral® Full Text Version

Post-print

Abstract

Purpose: Acquired disabilities, such as spinal cord injury, traumatic brain injury, limb loss (or other major limb injury/illness), or stroke, are typically accompanied by an array of physical and emotional symptoms and social challenges that interfere with recovery and affect quality of life (QOL). Despite advances in personalized medicine, interrelationships between symptoms remain unclear, and clinicians often treat individual symptoms in isolation. The objective of this study was to identify clusters of symptoms that occur across sudden-onset disability populations, with a long-term goal of identifying targets for clinical intervention.

Methods: Participants were 755 adults who sustained a spinal cord injury, traumatic brain injury, stroke, or sudden-onset limb-threatening injury/illness. Participants completed a battery of physical, emotional, and social patient reported outcomes measures and performance-based cognitive tests at baseline and after 14–18 months. Confirmatory factor analysis (CFA) of 26 indicator variables was used to reduce dimensions and identify clusters of symptoms.

Results: CFA results provide support for 10 factors: Cognition, Economic QOL, Negative Affect, Positive Affect, Psychological Adjustment, Physical Function, Independence, Sleep Impairment/Fatigue, Pain, and Social Health. Global model fit was acceptable: χ2 (255) = 875.0, RMSEA = 0.059, CFI = 0.948. The three emotional health clusters were highly correlated. The 10 factors demonstrated stability over time.

Conclusion: These results can inform the development of composite scores and/or symptom indices to identify and compare broad areas of functioning and provide a method to detect specific areas of clinical concern. This improved understanding of symptom interrelationships may facilitate individualized care based on specific patient characteristics and, ultimately, lead to improved clinical outcomes for individuals with acquired disabilities.

Supplementary Information: The online version contains supplementary material available at 10.1007/s11136-026-04220-0.

Keywords

Amputation, Brain injuries, traumatic, Cluster analysis, Factor analysis, Patient reported outcome measures, Spinal cord injuries, Stroke, Surgical, Symptom cluster

Published Open-Access

yes

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