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Rasch Analysis,Dimensionality, and Scoring of the Neuropsychiatric Inventory Irritability and Aggression Subscales in Individuals With Traumatic Brain Injury
Authors:James F Malec  Timothy E Stump  Patrick O Monahan  Jacob Kean  Dawn Neumann  Flora M Hammond
Institution:1. Department of Physical Medicine and Rehabilitation, Indiana University School of Medicine, Indianapolis, IN;2. Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN;3. Department of Biostatistics, Indiana University School of Medicine, Indianapolis, IN;4. Department of Public Health, Indiana University School of Medicine, Indianapolis, IN;5. VA Salt Lake City Health Care System, Salt Lake City, UT;6. Health System Innovation and Research, Department of Population Health Sciences and Department of Communication Sciences and Disorders, University of Utah, Salt Lake City, UT;g. Rehabilitation Hospital of Indiana, Indianapolis, IN
Abstract:

Objectives

To develop, for versions completed by individuals with traumatic brain injury (TBI) and an observer, a more precise metric for the Neuropsychiatric Inventory (NPI) Irritability and Aggression subscales using all behavioral item ratings for use with individuals with TBI and to address the dimensionality of the represented behavioral domains.

Design

Rasch and confirmatory factor analyses of retrospective baseline NPI data from 3 treatment studies.

Setting

Postacute rehabilitation clinic.

Participants

NPI records (N = 525) consisting of observer ratings (n = 287) and self-ratings (n = 238) by participants with complicated mild, moderate, or severe TBI at least 6 months postinjury.

Interventions

Not applicable.

Main Outcome Measures

Frequency and severity ratings from NPI Irritability/Lability and Agitation/Aggression subscales.

Results

Confirmatory factor analyses of both observer and participant ratings showed good fit for either a 1-factor or a 2-factor solution. Consistent with this, the Rasch model also fit the data well with aggression items indicating the more severe end of the construct and irritability items populating the milder end.

Conclusions

Irritability and aggression appear to represent different levels of severity of a single construct. The derived Rasch metric offers a measure of this construct based on responses to all specific items that is appropriate for parametric statistical analysis and may be useful in research and clinical assessments of individuals with TBI.
Keywords:Aggression  Brain injuries  Psychometrics  Rehabilitation  CFI  comparative fit index  FXS  frequency times severity  NFI  Neurobehavioral Functioning Inventory  NPI  Neuropsychiatric Inventory  PCA  principal component analysis  RMSEA  root mean square error of approximation  TBI  traumatic brain injury  WRMR  weighted root mean square residual
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