Abstract
Purpose/Objective: To apply multivariate base rate analyses to the National Institutes of Health Toolbox Cognition Battery (NIHTB-CB) to facilitate the identification of cognitive impairment in individuals with traumatic brain injury (TBI). Research Method/Design: In a multisite cross-sectional design, 158 participants who sustained a complicated mild or moderate TBI (n = 74) or severe TBI (n = 84) at least 1 year earlier were administered the NIHTB-CB. The NIHTB-CB is comprised of 2 crystallized cognition tests (reflecting premorbid ability) and 5 fluid cognition tests, measuring processing speed, memory, and executive functioning. Base rates for obtaining 0 to 5 low fluid cognition scores were calculated across a range of cutoffs for defining a low test score (<25th to 5th percentiles). Base rates of low scores in the TBI sample were compared to the NIHTB-CB normative sample using diagnostic accuracy statistics. Results: The proportion of the TBI sample obtaining low scores decreased as the cutoff for defining a low score decreased. Individuals with lower premorbid cognitive ability, as measured by NIHTB-CB Crystallized Composite score, tended to produce more low scores on the NIHTB-CB fluid cognition tests, even when using fully demographically adjusted scores. Certain patterns of low scores were associated with TBI (defined as likelihood ratio >2.0), whereas others were nonspecific, occurring almost as often in participants without TBI. Conclusions/Implications: Premorbid ability stratified base rate tables provided in this article can guide researchers and clinicians in the interpretation of NIHTB-CB performance in adults with TBI.
Original language | English (US) |
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Pages (from-to) | 474-484 |
Number of pages | 11 |
Journal | Rehabilitation Psychology |
Volume | 62 |
Issue number | 4 |
DOIs | |
State | Published - Nov 2017 |
Funding
Standardization data from NIH Toolbox used with permission. This research was supported by Grants H133B090024, H122G070138 from the National Institute on Disability, Independent Living, and Rehabilitation Research. Support for James A. Holdnack was also provided by an Institutional Development Award (IDeA) from the National Institute of General Medical Sciences of the National Institutes of Health under grant U54-GM104941(PI: Binder-Macleod). Grant L. Iverson acknowledges support from the Mooney-Reed Charitable Foundation, the Heinz Family Foundation, and ImPACT Applications, Inc. This work is related in part to the TBI Endpoints Development Initiative and a grant titled Development and Validation of a Cognition Endpoint for Traumatic Brain Injury Clinical Trials.
Keywords
- Cognition
- Cognitive impairment
- Multivariate base rates
- NIH Toolbox
- Traumatic brain injury
ASJC Scopus subject areas
- Physical Therapy, Sports Therapy and Rehabilitation
- Rehabilitation
- Clinical Psychology
- Psychiatry and Mental health