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ORIGINAL RESEARCH|Articles in Press

Falls During Inpatient Rehabilitation After Spinal Cord Injury: Characterization, Clock-Hour Visualization, and Time to Event Predictors

  • Alejandro García-Rudolph
    Correspondence
    Corresponding author: Alejandro García-Rudolph, Department of Research and Innovation, Institut Guttmann – Hospital de Neurorehabilitació, Cami Can Ruti s/n 08916 - Badalona, Barcelona, Spain.
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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  • Mark Andrew Wright
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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  • Emilien Amar Devilleneuve
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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  • Eulalia Castillo
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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  • Elena Hernandez-Pena
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
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  • Eloy Opisso
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
    Search for articles by this author
  • Josep María Tormos
    Affiliations
    Department of Research and Innovation, Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Barcelona, Spain

    Universitat Autònoma de Barcelona, Bellaterra, Cerdanyola del Vallès, Spain

    Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Barcelona, Spain
    Search for articles by this author
Published:January 31, 2023DOI:https://doi.org/10.1016/j.apmr.2023.01.010

      Abstract

      Objectives

      To (1) determine fall characteristics (eg, cause, location, witnesses) of inpatients with spinal cord injury (SCI) and whether they were different for ambulatory persons vs wheelchair users; (2) visualize the total number of daily falls per clock-hour for different inpatients’ features (eg, cause of injury, age); (3) compare clinical and demographic characteristics of inpatients who experienced a first fall event vs inpatients who did not experience such event; and (4) identify first fall event predictors.

      Design

      Retrospective observational cohort study.

      Setting

      Institution for inpatient neurologic rehabilitation.

      Participants

      Persons with SCI (N=1294) admitted to a rehabilitation facility between 2005 and 2022.

      Interventions

      Not applicable.

      Main Outcome Measures

      Functional independence measure (FIM), Hospital Anxiety and Depression Scale (HADS), American Spinal Injury Association Impairment Scale (AIS), and Spinal Cord Independence Measure (SCIM) at admission. Kaplan-Meier survival curves and Cox proportional hazards models were used.

      Results

      A total of 502 fall events were experienced by 369 ambulatory inpatients (19.8%) and wheelchair users (80.2%) in 63.9% of cases being alone, with cause, situation, and location significantly different in both groups. Clock-hour visualizations revealed an absolute peak at 12 AM (complete or incomplete injuries, with paraplegia or tetraplegia) but a relative peak at 9 AM mainly including incomplete patients with paraplegia. Of the (n=1294) included patients, 16.8% experienced at least 1 fall. Fallen patients reported higher levels of HADS depression, lower total SCIM, and longer time since injury to admission, with no differences in age, sex, educational level, FIM (quasi-significant), and AIS grade. Multivariable Cox proportional hazards identified time since injury to admission and AIS grade D as significant predictors of first fall event.

      Conclusions

      Falls identification, characterization, and clock-hour visualization can support decisions for mitigation strategies specifically addressed to inpatients with SCI. Fall predictors were identified as a first step for future research.

      Keywords

      List of abbreviations:

      ADL (activity of daily living), AIS (American Spinal Injury Association Impairment Scale), FIM (functional independence measure), HADS (Hospital Anxiety and Depression Scale), IQR (interquartile range), SCI (spinal cord injury), SCIM (Spinal Cord Independence Measure), TSI (time since injury to rehabilitation admission)
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