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Development of a Multidimensional, Multigroup Measure of Cognitive-Communication for Inpatient Rehabilitation
Julia Carpenter1, Caitlin Deom2, Andrew Bodine3
1Shirley Ryan AbilityLab, Chicago, IL.
Objective:
To develop a comprehensive, repeatable measure of cognitive-linguistic function for use in inpatient rehabilitation facility (IRF) settings using contemporary methods and to compare the sensitivity of this measure to the functional independence measure (FIM) cognitive items.
Design:
Retrospective analysis of clinician-reported assessment data collected as part of routine clinical operations.
Setting:
Free-standing IRF in the Midwestern United States.
Participants:
A convenience sample of inpatients (N=12,245) with motor speech, voice, aphasia and/or cognitive-communicative diagnoses, ≥18 years who were admitted to an IRF.
Interventions:
Standard of care rehabilitation services.
Main Outcome Measures:
Cognitive-Communication Ability Quotient (AQ) composed of 10 standard measures used by speech-language pathologists.
Results:
Confirmatory factor analysis resulted in good-fitting models (root-mean-square errors of approximation≤0.08, comparative fit indices, and nonnormed fit indices≥0.95) for 5 groups defined by primary communication impairment (Aphasia, Cognitive-Communication Disorder, Brain Injury, Right Hemisphere Dysfunction, Motor Speech/Voice). Re-estimation as a multigroup, MIRT model yielded scores more sensitive to change compared to the FIM cognitive score. True score equating analysis demonstrated a higher ceiling and lower floor for the Cognitive-Communication AQ compared to the FIM.
Conclusions:
We constructed 5 forms of a novel cognitive-communication measure, the Cognitive-Communication AQ, which demonstrates superior measurement characteristics compared with the FIM cognition score with a lower floor and higher ceiling. The AQ can detect changes in cognitive-communicative function that typically occur during an IRF stay. Repeated measurement during the IRF stay allows clinicians to monitor patients' progress and modify rehabilitation plans accordingly.
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