Predicting inpatient rehabilitation length of stay for adults with traumatic spinal cord injury.

INTRODUCTION: Most post-injury traumatic spinal cord injury (TSCI) care occurs in the inpatient rehabilitation setting. The inpatient rehabilitation length of stay (R-LOS) has been shown to be a significant predictor of motor function restoration in persons with TSCI. Due to the complexity, and heterogeneity of individuals with TSCI, the R-LOS is challenging to predict at admission. PURPOSE: To identify the main predictors of R-LOS and derive an equation to estimate R-LOS in persons with TSCI. METHODS: This is a retrospective analysis of data from adults with TSCI from The Rick Hansen Spinal Cord Injury Registry in Alberta, Canada, who received rehabilitation care between May 10, 2005, and January 28, 2020. Multiple linear regression analysis was used to determine significant relationships between R-LOS and measures of participant demographics, length of stay, impairment and injury classification, and comorbidities. RESULTS: The analysis included 736 adults with TSCI from an eligible cohort of 1365. The median R-LOS was 65 days (IQR 39-99 days), ranging from 1 to 469 days. Multivariate linear regression analysis identified two significant predictors of R-LOS, total FIM score and the injury classification. This model was used to derive a R-LOS prediction equation, which explained 34% of the variance in R-LOS. CONCLUSION: We developed a simple equation to predict R-LOS based on the level of impairment and total FIM scores in persons with TSCI. These data have implications for health system planning, improvement, and innovation, and provide insights to support further research into the predictors of R-LOS, identification of higher-risk individuals.

Development of a Novel Care Rehabilitation Pathway for Post-COVID Conditions (Long COVID) in a Provincial Health System in Alberta, Canada.

OBJECTIVE: The purpose of this study was to describe the development and composition of a codesigned, multidisciplinary, integrated, systematic rehabilitation framework for post-COVID conditions (PCC) that spans the care continuum to streamline and standardize rehabilitation services to support persons with PCC in Alberta, Canada. METHODS: A collaborative, consensus-based approach was used involving 2 iterative provincial taskforces in a Canadian provincial health system. The first taskforce (59 multidisciplinary stakeholders) sought to clarify the requisite facets of a sustainable, provincially coordinated rehabilitation approach for post-COVID rehabilitation needs based on available research evidence. The second taskforce (129 multidisciplinary stakeholders) translated that strategy and criteria into an operational framework for provincial implementation. Both taskforces sought to align with operational realities of the provincial health system. RESULTS: The summation of this collaborative consensus approach resulted in the Provincial Post COVID-19 Rehabilitation Response Framework (PCRF). The PCRF includes 3 care pathways across the care continuum specifically targeting in-hospital care, continuing care, and community-based care with 3 key elements: (1) the use of specific symptom screening and assessment tools to systematically identify PCC symptoms and functional impairments, (2) pathways to determine patients' rehabilitation trajectory and guide their transition between care settings, and (3) self-management and education resources for patients and providers. CONCLUSION: The PCRF aligns with international mandates for novel, codesigned, multidisciplinary approaches to systematically address PCC and its myriad manifestations across the care continuum. The PCRF allows for local adaptation and highlights equity considerations, allowing for further spread and scale provincially, nationally, and internationally. IMPACT: The PCRF is a framework for health systems to ensure consistent identification, assessment, and management of the rehabilitation needs of postacute and chronic PCC. Rehabilitation providers and health systems can build from the PCRF for their local communities to reduce unmet needs and advance the standardization of access to rehabilitation services for persons with PCC.

Evaluating Community-Facing Virtual Modalities to Support Complex Neurological Populations During the COVID-19 Pandemic: Protocol for a Mixed Methods Study.

BACKGROUND: The COVID-19 pandemic and concomitant governmental responses have created the need for innovative and collaborative approaches to deliver services, especially for populations that have been inequitably affected. In Alberta, Canada, two novel approaches were created in Spring 2020 to remotely support patients with complex neurological conditions and rehabilitation needs. The first approach is a telehealth service that provides wayfinding and self-management advice to Albertans with physical concerns related to existing neurological or musculoskeletal conditions or post-COVID-19 recovery needs. The second approach is a webinar series aimed at supporting self-management and social connectedness of individuals living with spinal cord injury. OBJECTIVE: The study aims to evaluate the short- and long-term impacts and sustainability of two virtual modalities (telehealth initiative called Rehabilitation Advice Line [RAL] and webinar series called Alberta Spinal Cord Injury Community Interactive Learning Seminars [AB-SCILS]) aimed at advancing self-management, connectedness, and rehabilitation needs during the COVID-19 pandemic and beyond. METHODS: We will use a mixed-methods evaluation approach. Evaluation of the approaches will include one-on-one semistructured interviews and surveys. The evaluation of the telehealth initiative will include secondary data analyses and analysis of call data using artificial intelligence. The evaluation of the webinar series will include analysis of poll questions collected during the webinars and YouTube analytics data. RESULTS: The proposed study describes unique pandemic virtual modalities and our approaches to evaluating them to ensure effectiveness and sustainability. Implementing and evaluating these virtual modalities synchronously allows for the building of knowledge on the complementarity of these methods. At the time of submission, we have completed qualitative and quantitative data collection for the telehealth evaluation. For the webinar series, so far, we have distributed the evaluation survey following three webinars and have conducted five attendee interviews. CONCLUSIONS: Understanding the impact and sustainability of the proposed telehealth modalities is important. The results of the evaluation will provide data that can be actioned and serve to improve other telehealth modalities in the future, since health systems need this information to make decisions on resource allocation, especially in an uncertain pandemic climate. Evaluating the RAL and AB-SCILS to ensure their effectiveness demonstrates that Alberta Health Services and the health system care about ensuring the best practice even after a shift to primarily virtual care. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/28267.

Should the CDC's recommendations for promptly removing unnecessary centrally inserted central catheters be enhanced? Ultrasound-guided peripheral venous cannulation to fully comply.

PURPOSE: In an effort to reduce catheter-related bloodstream infection's incidence rates in an intensive care unit, several evidence-based procedures recommended by the Centers for Disease Control and Prevention for centrally inserted central catheters were implemented. A failure to fully comply with the recommendation for prompt removal of the centrally inserted central catheters was attributed, mainly to the difficulties and inadequacies raised from establishing peripheral venous access. METHODS: The ultrasound-guided peripheral venous cannulation method as a supplementary intervention to the Centers for Disease Control and Prevention's recommendations was incorporated and examined during the subsequent year. RESULTS: A significant reduction on catheter-related bloodstream infection incidence rates out of the expected range was found. Centrally inserted central catheters utilization ratios were reduced by 10.7% (p < 0.05; 58%-47%) and the catheter-related bloodstream infection incidence rate was reduced by 11.7 per thousand device-days (15.9-4.16/1000 centrally inserted central catheters days (2015-2016 group, respectively)). CONCLUSION: The reduction of catheter-related bloodstream infection was higher than that described in the published literature. This probably shows that the combination of the five evidence-based procedures recommended by the Centers for Disease Control and Prevention together with that of ultrasound-guided peripheral venous cannulation method can increase the compliance with the Category IA recommendation for removal or avoidance of unnecessary placement of centrally inserted central catheters and decrease the catheter-related bloodstream infections in a more effective way, by affecting the patients' centrally inserted central catheter exposure.