Physiological and pathological covariates of persistent concussion-related fatigue: results from two regression methodologies

Brain Inj. 2019;33(4):463-479. doi: 10.1080/02699052.2019.1566833. Epub 2019 Jan 20.

Abstract

Background: Fatigue severity in persons with mild traumatic brain injury (mTBI) has received little research attention, despite its typically positively skewed nature. Investigation of covariates across a range of fatigue severity may provide insight into important contributors.

Objective: To assess the relative significance of a priori-hypothesized covariates of physiological and pathological (mental and physical) fatigue in persons with mTBI/concussion, applying ordinary least squares (OLS) and quantile regression (QR) approaches.

Methods: We conducted a cross-sectional investigation in 80 participants with mTBI/concussion (mean age 45.4 ± 10.1 years, 59% male). The fatigue severity scale (FSS) was used as an outcome measure. Predictors of this outcome, grouped into physiological and pathological models of fatigue were assessed using OLS and QR.

Results: The mean total FSS score was 46.13 ± 14.59, and the median was 49 (interquartile range 37-57), demonstrating positive skewness. Fatigue severity was associated with variables within the mental, psychological and psychiatric domains at different levels of the fatigue score distribution.

Conclusion: Results highlighted that some covariates had a significant impact on the FSS total score at non-central parts of its distribution, while others exhibited significant impact across the entire distribution. Addressing covariates of fatigue across the severity continuum can enhance research and clinical management.

Keywords: Concussion; fatigue; ordinary least squares; patient reported outcomes; quantile regression.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Brain Concussion / diagnosis*
  • Brain Concussion / epidemiology
  • Brain Concussion / physiopathology*
  • Cross-Sectional Studies
  • Fatigue / diagnosis*
  • Fatigue / epidemiology
  • Fatigue / physiopathology*
  • Female
  • Humans
  • Least-Squares Analysis
  • Male
  • Middle Aged
  • Regression Analysis

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