1. Bifactor Model of the Sport Concussion Assessment Tool Symptom Checklist: Replication and Invariance Across Time in the CARE Consortium Sample.
- Author
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Brett, Benjamin L, Brett, Benjamin L, Kramer, Mark D, McCrea, Michael A, Broglio, Steven P, McAllister, Thomas W, Nelson, Lindsay D, CARE Consortium Investigators, Hazzard, Joseph B, Kelly, Louise A, Ortega, Justus, Port, Nicholas, Pasquina, Paul F, Jackson, Jonathan, Cameron, Kenneth L, Houston, Megan N, Goldman, Joshua T, Giza, Christopher, Buckley, Thomas, Clugston, James R, Schmidt, Julianne D, Feigenbaum, Luis A, Eckner, James T, Master, Christina L, Collins, Michael W, Kontos, Anthony P, Chrisman, Sara PD, Duma, Stefan M, Miles, Christopher M, Susmarski, Adam, Brett, Benjamin L, Brett, Benjamin L, Kramer, Mark D, McCrea, Michael A, Broglio, Steven P, McAllister, Thomas W, Nelson, Lindsay D, CARE Consortium Investigators, Hazzard, Joseph B, Kelly, Louise A, Ortega, Justus, Port, Nicholas, Pasquina, Paul F, Jackson, Jonathan, Cameron, Kenneth L, Houston, Megan N, Goldman, Joshua T, Giza, Christopher, Buckley, Thomas, Clugston, James R, Schmidt, Julianne D, Feigenbaum, Luis A, Eckner, James T, Master, Christina L, Collins, Michael W, Kontos, Anthony P, Chrisman, Sara PD, Duma, Stefan M, Miles, Christopher M, and Susmarski, Adam
- Abstract
BackgroundIdentifying separate dimensions of concussion symptoms may inform a precision medicine approach to treatment. It was previously reported that a bifactor model identified distinct acute postconcussion symptom dimensions.PurposeTo replicate previous findings of a bifactor structure of concussion symptoms in the Concussion Assessment Research and Education (CARE) Consortium sample, examine measurement invariance from pre- to postinjury, and evaluate whether factors are associated with other clinical and biomarker measures.Study designCohort study (Diagnosis); Level of evidence, 2.MethodsCollegiate athletes were prospectively evaluated using the Sport Concussion Assessment Tool-3 (SCAT-3) during preseason (N = 31,557); 2789 were followed at <6 hours and 24 to 48 hours after concussion. Item-level SCAT-3 ratings were analyzed using exploratory and confirmatory factor analyses. Bifactor and higher-order models were compared for their fit and interpretability. Measurement invariance tested the stability of the identified factor structure across time. The association between factors and criterion measures (clinical and blood-based markers of concussion severity, symptom duration) was evaluated.ResultsThe optimal structure for each time point was a 7-factor bifactor model: a General factor, on which all items loaded, and 6 specific factors-Vestibulo-ocular, Headache, Sensory, Fatigue, Cognitive, and Emotional. The model manifested strict invariance across the 2 postinjury time points but only configural invariance from baseline to postinjury. From <6 to 24-48 hours, some dimensions increased in severity (Sensory, Fatigue, Emotional), while others decreased (General, Headache, Vestibulo-ocular). The factors correlated with differing clinical and biomarker criterion measures and showed differing patterns of association with symptom duration at different time points.ConclusionBifactor modeling supported the predominant unidimensionality of concussion symptoms wh
- Published
- 2020