<h3>Research Objectives</h3> Main objective: Examine the association between National Institutes of Health Stroke Scale (NIHSS) scores measured during the acute care stay and inpatient rehabilitation facility (IRF) admission functional status, measured by the IRF-Patient Assessment Instrument (IRF-PAI) self-care and mobility quality measures, to deduce if quality measures can serve as a proxy for stroke severity. The self-care and mobility quality measures are indicators of physical function. Secondary objective: Investigate the predictive power of the NIHSS and IRF-PAI admission physical function quality measures to predict community discharge from IRF after stroke. <h3>Design</h3> Retrospective cohort study using electronic health records and Uniform Data System Medical Record file data from January 1, 2018 to December 30, 2019. <h3>Setting</h3> Academic hospital-based IRF. <h3>Participants</h3> 544 patients transferred from acute care hospital to IRF after an ischemic or hemorrhagic stroke. Exclusion criteria: transient ischemic attack, discharged against medical advice, died during IRF stay, or re-admitted to acute care within 48 hours of IRF admission. Cases with incomplete data (missing IRF-PAI, NIHSS scores) were excluded from analyses. <h3>Interventions</h3> Not applicable. <h3>Main Outcome Measures</h3> Community discharge status from IRF. <h3>Results</h3> Of 544 patients, 76.6% had community discharge; the median age was 64.7 years. NIHSS scores were available for 434 patients, with the majority of patients classified as minor to moderate stroke (n=294). NIHSS scores were significantly associated with IRF-PAI admission self-care scores across each NIHSS stroke category (n=433). There was no association between NIHSS and IRF-PAI admission mobility score. IRF admission self-care and mobility scores were each a significant predictor of successful discharge to the community (n=430; OR=1.09, 95% CI: 1.03 – 1.17, OR=1.1, CI: 1.03 – 1.18, respectively). NIHSS scores from acute care were not a significant predictor of community discharge (OR = 0.70 CI 0.47-1.04) from IRF. <h3>Conclusions</h3> IRF-PAI self-care quality measure is associated with the NIHSS and can serve as a proxy for stroke severity. IRF-PAI self-care and mobility measures each predict community discharge status. <h3>Author(s) Disclosures</h3> No disclosures or conflicts of interest.
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