Validating Multi-Dimensional Outcome Assessment Using the Traumatic Brain Injury Common Data Elements: An Analysis of the TRACK-TBI Pilot Study Sample
Open accessAbstract
The Glasgow Outcome Scale-Extended (GOSE) is often the primary outcome measure in clinical trials for traumatic brain injury (TBI). Although the GOSE's capture of global functional outcome has several strengths, concerns have been raised about its limited ability to identify mild disability and failure to capture the full scope of problems patients exhibit after TBI. This analysis examined the convergence of disability ratings across a multi-dimensional set of outcome domains in the Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) Pilot Study. The study collected measures recommended by the TBI Common Data Elements (CDE) Workgroup. Patients presenting to three emergency departments with a TBI of any severity enrolled in TRACK-TBI prospectively after injury; outcome measures were collected at 3 and 6 months post-injury. Analyses examined frequency of impairment and overlap between impairment status across the CDE outcome domains of Global Level of Functioning (GOSE), Neuropsychological (cognitive) Impairment, Psychological Status, TBI Symptoms, and Quality of Life. GOSE score correlated in the expected direction with other outcomes (mean [M] Spearman's rho = 0.21 and 0.49 with neurocognitive and self-report outcomes, respectively). The subsample in the Upper Good Recovery (GOSE 8) category appeared quite healthy across most other outcomes, although 19.0% had impaired executive functioning (Trail Making Test Part B). A significant minority of participants in the Lower Good Recovery subgroup (GOSE 7) met criteria for impairment across numerous other outcome measures. The findings highlight the multi-dimensional nature of TBI recovery and the limitations of applying only a single outcome measure.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Clinical databases such as TRACK-TBI, FITBIR, and IMPACT that serve as integrated repositories for multi-dimensional outcome assessments, genomic/proteomic data, neuroimaging and blood biomarkers for civilian, sports, and military TBI are becoming important tools in evaluating the impact of sex on TBI outcomes and experimental treatments.
“Clinical databases such as TRACK-TBI, FITBIR, and IMPACT that serve as integrated repositories for multi-dimensional outcome assessments, genomic/proteomic data, neuroimaging and blood biomarkers for civilian, sports, and military TBI are becoming important tools in evaluating the impact of sex on TBI outcomes and experimental treatments. 112-114”
From Sex Differences in Traumatic Brain Injury: What We Know and What We Should Know (2019) · cites this paper as [112]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 100 · Cited by 73
Research works printed but not linked: 4
- [43]43. Marmarou, A. (2001). The American Brain Injury Consortium , 1st ed. John Wiley & Sons, Inc.: New York, NY.
- [59]59. Derogatis, L.R. (2001). BSI 18, Brief Symptom Inventory 18: Administration, Scoring and Procedures Manual. NCS Pearson, Inc.: Bloomington, MN.
- [90]90. Clogg, C.C., and Shihadeh, E.S. (1994). Statistical Models for Ordinal Variables (Advanced Quantitative Techniques in the Social Sciences) , 1st ed. Sage Publications, Inc.: Thousand Oaks, CA.
- [91]91. Long, J.S. (1997). Regression Models for Categorical and Limited Dependent Variables (Advanced Quantitative Techniques in the Social Sciences). Sage Publications, Inc.: Thousand Oaks, CA.
- Authors
- Nelson, L. D., Ranson, J., Ferguson, A. R., Giacino, J., Okonkwo, D. O., Valadka, A. B., Manley, G. T., McCrea, M. A., & the TRACK-TBI Investigators
- Affiliations
- Medical College of Wisconsin (US)
- San Francisco VA Medical Center (US)
- Massachusetts General Hospital (US)
- University of Pittsburgh Medical Center (US)
- Virginia Commonwealth University (US)
- San Francisco General Hospital (US)
- Corresponding author
- Nelson, Lindsay D.
- ORCID
- Venue
- Journal of Neurotrauma
- Publisher
- SAGE Publications
- Published
- 2017-11-15
- Volume
- 34
- Issue
- 22
- Pages
- 3158-3172
- ISSN
- 0897-7151 (ISSN-L)
- 1557-9042
- PMC
- PMC5678361
- OpenAlex
- W2767270796
- Cited by
- 73
- References
- 100
- Citations by year
- 2026: 3 · 2025: 5 · 2024: 5 · 2023: 9 · 2022: 12 · 2021: 11 · 2020: 11 · 2019: 6 · 2018: 8 · 2017: 1
- FWCI
- 5.55
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Journal of Neurotrauma (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- U.S. Department of Veterans Affairs (I01RX002245)
- Medical College of Wisconsin
- National Institutes of Health
- National Institute of Neurological Disorders and Stroke (RC2NS069409, R03NS100691, R01NS067092, R01NS088475)
- Topics
- Health Sciences › Medicine › Epidemiology › Traumatic Brain Injury Research
- Health Sciences › Medicine › Neurology › Traumatic Brain Injury and Neurovascular Disturbances
- Health Sciences › Medicine › Emergency Medicine › Trauma and Emergency Care Studies
- Keywords
- traumatic brain injury, Glasgow Outcome Scale-Extended, TRACK-TBI, cognitive impairment, executive function, quality of life, psychological state, mild disabilities
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review