Rehabilitation Discharge Research Articles

Effect of Smoking on Motor Recovery After Cervical American Spinal Injury Association Grade D Traumatic Spinal Cord Injury.

Smoking is a known neurotoxin that has been shown to negatively impact neurological function and recovery in multiple animal studies. Patients who smoke have been shown to have decreased rates of motor improvement, fusion, and overall successful outcomes after elective spinal surgery, but the effect of smoking on outcomes after traumatic spinal cord injury (TSCI) has not been demonstrated in prior literature. This study aims to investigate how smoking effects motor recovery after TSCI. Using the National Spinal Cord Injury Statistical Center database, patients who underwent surgical management of American Spinal Injury Association grade D cervical TSCI between 2009 and 2016 were included. Patients were grouped by smoking or nonsmoking status. Overall total motor score and change in motor scores at rehabilitation admission, rehabilitation discharge, and 1-year follow-up visits were compared between groups. Multiple linear regression analysis was completed, including any possible confounding demographic or injury variables. A total of 152 patients (121 smokers and 31 nonsmokers) completed their 1-year follow-up interview and physical examination and were included in the study. There were no differences in motor score between groups at rehabilitation admission or discharge. Smokers had worse improvement in motor score at 1 year (7.99 nonsmokers vs 4.61 smokers; P = 0.019 on multivariate analysis) and worse overall total motor score at 1 year (94.0 nonsmokers vs 90.0 smokers; P = 0.018 on multivariate analysis) after controlling for confounders. These results indicate diminished motor recovery in patients who continue to smoke after TSCI. These patients should be targeted for aggressive smoking cessation and require intervention from providers and peers in order to maximize recovery after injury. This study demonstrates that smoking cessation may be beneficial for patients with cervical ASIA grade D spinal cord injury and may be a focus for providers of these patients.

Predictive Models for Length of Stay and Discharge Disposition in Elective Spine Surgery: Development, Validation, and Comparison to the ACS NSQIP Risk Calculator.

A retrospective study at a single academic institution. The purpose of this study is to utilize machine learning to predict hospital length of stay (LOS) and discharge disposition following adult elective spine surgery, and to compare performance metrics of machine learning models to the American College of Surgeon's National Surgical Quality Improvement Program's (ACS NSQIP) prediction calculator. A total of 3678 adult patients undergoing elective spine surgery between 2014 and 2019, acquired from the electronic health record. Patients were divided into three stratified cohorts: cervical degenerative, lumbar degenerative, and adult spinal deformity groups. Predictive variables included demographics, body mass index, surgical region, surgical invasiveness, surgical approach, and comorbidities. Regression, classification trees, and least absolute shrinkage and selection operator (LASSO) were used to build predictive models. Validation of the models was conducted on 16% of patients (N=587), using area under the receiver operator curve (AUROC), sensitivity, specificity, and correlation. Patient data were manually entered into the ACS NSQIP online risk calculator to compare performance. Outcome variables were discharge disposition (home vs. rehabilitation) and LOS (days). Of 3678 patients analyzed, 51.4% were male (n=1890) and 48.6% were female (n=1788). The average LOS was 3.66 days. In all, 78% were discharged home and 22% discharged to rehabilitation. Compared with NSQIP (Pearson R2 =0.16), the predictions of poisson regression ( R2 =0.29) and LASSO ( R2 =0.29) models were significantly more correlated with observed LOS ( P =0.025 and 0.004, respectively). Of the models generated to predict discharge location, logistic regression yielded an AUROC of 0.79, which was statistically equivalent to the AUROC of 0.75 for NSQIP ( P =0.135). The predictive models developed in this study can enable accurate preoperative estimation of LOS and risk of rehabilitation discharge for adult patients undergoing elective spine surgery. The demonstrated models exhibited better performance than NSQIP for prediction of LOS and equivalent performance to NSQIP for prediction of discharge location.

Longitudinal changes in physical activity accumulation patterns during 1-year follow-up in stroke survivors

Purpose Few studies have reported changes in the accumulation patterns of physical activity over a year after stroke. This study characterized the longitudinal changes in physical activity levels and their accumulation patterns for a 1-year follow-up period in stroke survivors. Materials and methods In this single-center, prospective, longitudinal observational study, 47 stroke survivors were assessed at rehabilitation discharge and at 6 and 12 months post-discharge. Physical activity was evaluated, and measures included the number of steps, walking duration, total number of bouts per day, and intensity (light, moderate-to-vigorous) and spread (short, medium, and long bouts). Results There were no significant main or interaction effects of time on any physical activity variables. Light physical activity accounted for 90% of all walking bouts and 70% of walking duration. Regarding moderate-to-vigorous physical activity (MVPA), 85% of walking bouts and 35% of walking duration were accumulated in short and medium bouts. The number of long-bout MVPA was three per day. Conclusions Physical activity levels and accumulation patterns were highly stable throughout the 12-month follow-up period. Accumulating light physical activity and intermittent MVPA is important for maintaining physical activity levels in stroke survivors. These findings will promote a better understanding of disability and rehabilitation practice. IMPLICATIONS FOR REHABILITATION Physical activity levels and accumulation patterns were highly stable throughout the 12-month follow-up period. The accumulation of moderate-to-vigorous physical activity in long bouts might be challenging for stroke survivors. Accumulating light physical activity and intermittent moderate-to-vigorous physical activity may be acceptable for stroke survivors.

A multicenter prospective study validated a nomogram to predict individual risk of dependence in ambulation after rehabilitation

ObjectivesTo develop the Functional Risk Index for Dependence in Ambulation (FRIDA) score, a nomogram to predict individual risk of dependence in ambulation at discharge from postacute rehabilitation and validate its performance temporally and spatially. Study Design and SettingWe analyzed the database of a multicenter prospective observational quality cohort study conducted from January 2012 to March 2016, including data from 8,796 consecutive inpatients who underwent rehabilitation after stroke, hip fracture, lower limb joint replacement, debility, and other neurologic, orthopedic, or miscellaneous conditions. ResultsA total of 3,026 patients (34.4%) were discharged dependent in ambulation. In the training set of 5,162 patients (58.7%), Lasso-regression selected advanced age, premorbid disability, and eight indicators of medical and functional adverse syndromes at baseline to establish the FRIDA score. At the temporal validation obtained on an external set of 3,234 patients (41.3%), meta-analyses showed that the FRIDA score had good and homogeneous discrimination (summary area under the curve 0.841, 95% confidence interval = 0.826–0.855, I2 = 0.00%) combined with accurate calibration (summary Log O/E ratio 0.017, 95% confidence interval −0.155 to 0.190). These performances remained stable at spatial validation obtained on 3,626 patients, with substantial heterogeneity of estimates across nine facilities. Decision curve analyses showed that a FRIDA score–supported strategy far outperformed the usual “treat all” approach in each impairment categories. ConclusionThe FRIDA score is a new clinically useful tool to predict an individual risk for dependence in ambulation at rehabilitation discharge in many different disabilities, and may also reflect well the case-mix composition of the rehabilitation facilities.

Predictors of long-term return-to-work at five-year follow-up for mild-to-moderate subacute stroke patients enrolled in an early supported discharge program.

Facilitating return-to-work (RTW) for working-age stroke survivors is a key component of stroke rehabilitation, however, research investigating the long-term outcomes of working-age stroke survivors is lacking. To investigate the factors that influence long-term RTW for patients enrolled on a community-based early supported discharge (ESD) rehabilitation program in Singapore about five years post stroke. Sixty-nine patients, aged between 18 and 60 years and were employed at the time of their hospitalization, were enrolled into the ESD program between 2012 and 2014. A prospective cohort design was adopted to examine the relationships between the factors- demographic, functional, personal, psychosocial factors and work related- and RTW at five-year follow-up. Details of RTW were collected through questionnaires via telephone follow-up. Sixty percent of the participants (n = 49) were selected for Cox and logistic regression analyses of RTW at five-year follow-up. The results indicated that having social problems is a negative predictor of RTW (OR 0.02; 95% CI 0.00-0.22) while being the breadwinner is a positive predictor of RTW (OR 13.79; 95% CI 2.46-77.52). The same factors were also significant in the time to RTW event at five-year follow-up, with a hazard ratio of 0.09 and 4.07, respectively. Early identification of the characteristics of stroke patients enrolled into an ESD program who have the potential to RTW would make interventions more targeted, increasing the likelihood of RTW.

A comprehensive performance assessment system for diagnosis and decision-support to improve water and energy efficiency and its demonstration in Portuguese collective irrigation systems

In regions with a strong seasonal or interannual asymmetry in the distribution of precipitation and higher frequency of droughts, collective irrigation systems are vital infrastructures for agricultural activity. Although operating for decades, several systems have ageing infrastructures, with relevant water losses and pumping energy inefficiencies. Consequently, the systems are not adequately designed or operated to meet current and future water demand. Therefore, rehabilitation to improve water and energy efficiency while ensuring infrastructure, economic sustainability and service quality is crucial. In this sense, comprehensive approaches using performance assessment to support the planning process or benchmarking between water users associations play an essential role in improving efficiency in collective irrigation systems. However, few methodologies assess interdependencies between water losses, energy efficiency, infrastructure condition, service quality, economic and operational dimensions. Additionally, these approaches rarely were applied to the different stages of the planning process (diagnosis, planning, monitoring, and reviewing the impact of measures) and to different types of collective irrigation systems (gravity, pressurised, combined) for comparative analysis. This paper presents a comprehensive performance assessment system (PAS) for diagnosis and decision support about measures to improve water and energy efficiency in collective irrigation systems. Afterwards, the PAS is applied for diagnosis and prioritisation of alternatives to enhance the efficiency of a gravity system. The results indicate significant water losses due to the canal and intermediate reservoirs discharges and leakage in canals and low-pressure pipes, related to network ageing and insufficient flow monitoring and control for the gravity system. Ranking allowed identifying the gravity network area with high priority of intervention due to poor performance in non-revenue water, water losses due to discharges, energy efficiency of pumping stations and system energy in excess. Several alternatives were studied for this network area, and infrastructural solutions involving canal rehabilitation and water discharge control significantly impact global performance improvement besides the substantial investment associated. Subsequently, the PAS is used for comparing gravity and pressurised systems. In opposition to gravity, the pressurised system, with efficient use of water resources, presents a poor performance in pumping energy efficiency. Furthermore, the significant energy costs indicate the importance of energy improvement measures for the pressurised system. Besides assessing water and energy efficiency, the novel PAS may help managers and policymakers identify every system's best practices and weak points.

Patient-centered goal setting in very early supported discharge with continued rehabilitation after stroke

Purpose To examine patients’ perception of performance and satisfaction with the activities in their set goals before and after very early supported discharge (VESD) with continued rehabilitation. Materials and methods A descriptive cohort study with data extracted from a randomized controlled trial. Sixty-nine patient allocated to the intervention group were eligible. Before discharge, the patients were asked to set rehabilitation goals, and they were asked to rate the performance and satisfaction of their set goals. At discharge from the rehabilitation, the patients were asked to re-evaluate their experience and satisfaction with the goal performance. Results One hundred and forty goals were registered. At 81.5% of the set goals, the patients estimated that they performed the task better at discharge than at enrolment and at 86.5% of the set goals the patients were more satisfied with the performance at discharge than at enrolment. Conclusions Patients with mild to moderate stroke, undergoing a VESD after stroke, reported high performance level for their set goals and were satisfied with their performance execution. Further research is needed to investigate whether the goal should be set preferably at home or at hospital before discharge. Implications for rehabilitation Many of the patients can formulate achievable goals with their rehabilitation after stroke. Patients ongoing rehabilitation after stroke are satisfied with their performance of the set goals. As part of patient-centered care, stroke patients should be given the opportunity to formulate their own goals with their rehabilitation. Short hospital times and fast planning of goal-meetings, seems to influence patient goal setting in early discharge rehabilitation.

230 DEVELOPMENT AND IMPLEMENTATION OF A STROKE PASSPORT IN THE HYPER-ACUTE STROKE UNIT: SUPPORTING PEOPLE POST-STROKE

Abstract Background A Multi-Disciplinary Team (MDT) approach is instrumental to post-stroke management in the Hyper Acute Stroke Unit (HASU). There is strong evidence highlighting the importance of patients’ social needs post-stroke (UK National Clinical Guideline for Stroke, 2016) and the need for a clear plan and resource combining both health and social care. This is outlined in the National Stroke Strategy (2020-2025). Stroke care involves a cohesive multi-disciplinary approach. In 2021, members of the MDT in HASU identified a service gap and implemented a unified tool. The aim of this project was to develop a user-friendly resource “Stroke Passport” to ensure the patient was central to their own stroke journey. Methods National and international guidelines were reviewed and benchmarking of other acute services was completed. The Stroke Passport was specialised to the HASU to include key stakeholders including stroke Consultant, stroke MDT and stroke Nursing Staff. Key stakeholders contributed to the development and adjustments were made after feedback. A sample of stroke patients piloted the passport (n=10). Education was provided for staff and patients through information sessions. Results This project resulted in the development of a resource that captured the following key areas:(i)Causes of Stroke (ii) Risk Factors (iii) Stroke Team (iv) Rehabilitation Goals (v) Useful Contacts (vi) and Medication List (vii). Qualitative feedback from the pilot study included: consistent awareness into stroke type, rehabilitation goals and discharge plan. The passport was successfully implemented to meet the organisational demands of the service while including the patient’s voice and is now embedded into standard practice in the HASU. Conclusion The development and implementation of a Stroke Passport ensured inclusion of the patient central to rehabilitation goal setting and discharge planning. The project supports an integrated approach to care and allows for patient centred care from admission to safe discharge.

Design and implementation of a Stroke Rehabilitation Registry for the systematic assessment of processes and outcomes and the development of data-driven prediction models: The STRATEGY study protocol.

BackgroundStroke represents the second preventable cause of death after cardiovascular disease and the third global cause of disability. In countries where national registries of the clinical quality of stroke care have been established, the publication and sharing of the collected data have led to an improvement in the quality of care and survival of patients. However, information on rehabilitation processes and outcomes is often lacking, and predictors of functional outcomes remain poorly explored. This paper describes a multicenter study protocol to implement a Stroke rehabilitation Registry, mainly based on a multidimensional assessment proposed by the Italian Society of Physical and Rehabilitation Medicine (PMIC2020), in a pilot Italian cohort of stroke survivors undergoing post-acute inpatient rehabilitation, to provide a systematic assessment of processes and outcomes and develop data-driven prediction models of functional outcomes.MethodsAll patients with a diagnosis of ischemic or haemorrhagic stroke confirmed by clinical assessment, admitted to intensive rehabilitation units within 30 days from the acute event, aged 18+, and providing informed consent will be enrolled. Measures will be taken at admission (T0), at discharge (T1), and at follow-up, 3 months (T2) and 6 months (T3) after the stroke. Assessment variables include anamnestic data, clinical and nursing complexity information and measures of body structures and function, activity and participation (PMIC2020), rehabilitation interventions, adverse events and discharge data. The modified Barthel Index will be our primary outcome. In addition to classical biostatistical analysis, learning algorithms will be cross-validated to achieve data-driven prognosis prediction models.ConclusionsThis study will test the feasibility of a stroke rehabilitation registry in the Italian health context and provide a systematic assessment of processes and outcomes for quality assessment and benchmarking. By the development of data-driven prediction models in stroke rehabilitation, this study will pave the way for the development of decision support tools for patient-oriented therapy planning and rehabilitation outcomes maximization.Clinical tial registrationThe registration on ClinicalTrials.gov is ongoing and under review. The identification number will be provided when the review process will be completed.

The influence of initial spinal cord haematoma and cord compression on neurological grade improvement in acute traumatic spinal cord injury: A prospective observational study

Study designProspective observational cohort study linked with administrative data. ObjectivesMagnetic Resonance Imaging (MRI) is routinely performed after traumatic spinal cord injury (TSCI), facilitating early, accurate diagnosis to optimize clinical management. Prognosis from early MRI post-injury remains unclear, yet if available could guide early intervention. The aim of this study was to determine the association of spinal cord intramedullary haematoma and/or extent of cord compression evident on initial spine MRI with neurological grade change after TSCI. MethodsIndividuals with acute TSCI ≥16 years of age; MRI review. Neurological gradings (American Spinal Injury Association Impairment Scale (AIS)) were compared with initial MRI findings. Various MRI parameters were evaluated for prediction of neurological improvement pre-discharge. Results120 subjects; 79% male, mean (SD) age 51.0 (17.7) years. Motor vehicle crashes (42.5%) and falls (40.0%) were the most common injury mechanisms. Intramedullary spinal cord haematoma was identified by MRI in 40.0% of patients and was associated with more severe neurologic injury (58.3% initially AIS A). Generalised linear regression showed higher maximum spinal cord compression (MSCC) was associated with lower likelihood of neurological improvement from initial assessment to follow up prior to rehabilitation discharge. Combined thoracic level injury, intramedullary haematoma, and MSCC > 25% resulted in almost 90% probability of pre-discharge AIS (grade A) remaining unchanged from admission assessment. ConclusionsMRI is a vital tool for evaluating the severity and extent of TSCI, assisting in appropriate management decision-making early in TSCI patient care. This study adds to the body of knowledge assisting clinicians in prognostication.

The impact of apraxia and neglect on early rehabilitation outcome after stroke

BackgroundThis study aims to characterize the impact of apraxia and visuospatial neglect on stroke patients’ cognitive and functional outcomes during early rehabilitation. Prior work implies an unfavorable effect of visuospatial neglect on rehabilitation; however, previous findings remain ambiguous and primarily considered long-term effects. Even less is known about the impact of apraxia on rehabilitation outcomes. Although clinicians agree on the significance of the first few weeks after stroke for the course of rehabilitation, studies exploring the impact of neglect and apraxia in this early rehabilitation period remain scarce.MethodsBased on a screening of 515 hospitalized stroke patients from an early rehabilitation ward, 150 stroke patients (75 left-hemispheric strokes, 75 right hemispheric strokes) fulfilled the inclusion criteria and were enrolled in this observational, longitudinal study. The patients’ cognitive and functional statuses were documented at admission to the early rehabilitation ward and discharge. Also, detailed apraxia and neglect assessments were performed at midterm. The predictive values of age and apraxia and neglect severity (as reflected in two components from a principal component analysis of the neglect and apraxia assessments) for cognitive and functional outcomes at discharge were evaluated by multiple regression analyses.ResultsBesides the expected influence of the respective variables at admission, we observed a significant effect of apraxia severity on the cognitive outcome at discharge. Moreover, neglect severity predicted the Early Rehabilitation Barthel Index (Frühreha-Barthel-Index) at discharge. Supplementary moderator analysis revealed a differential effect of neglect severity on the cognitive outcome depending on the affected hemisphere.ConclusionData indicate a strong association between apraxia and visuospatial neglect and early rehabilitation outcomes after stroke.

Skilled Nursing Facility Following Hip Fracture Arthroplasty Diminishes Care “Value”

BackgroundValue is defined as outcome/cost. The purpose of this study was to analyze differences in the lengths of care, outcomes, and costs between skilled nursing facilities (SNFs) and home with health services (HHS) for patients treated with arthroplasty for femoral neck fracture (FNF). MethodsBetween October 2018 and September 2020, 192 patients eligible for the Comprehensive Care for Joint Replacement bundle program treated for a displaced FNF with total hip arthroplasty (THA) or hemiarthroplasty (HA) and discharged to SNF or HHS were analyzed for demographics, comorbidities, postoperative outcomes, costs of care, and discharge rehabilitation details. Variables were compared using chi-squared or t-tests as appropriate. There were 60 (31%) patients discharged to HHS (37% THA and 63% HA) and 132 (69%) patients discharged to SNF (14% THA and 86% HA). Patients discharged to SNF were older (P < .01), had lower Risk Assessment and Prediction Tool scores (P < .01), had higher comorbidity scores (P = .011), and had longer posthospitalization care (P < .01). ResultsThere were no differences in rates of inpatient minor complications (P = .520), inpatient major complications (P = .119), Intensive Care Unit admissions (P = .193), or readmissions within 30 (P = .690) and 90 days (P = .176). Costs of care at a SNF were higher than HHS (P < .01). In multivariate regressions, a lower Risk Assessment and Prediction Tool score was associated with discharge to SNF (odds ratio 0.69, 95% confidence interval 0.58-0.83, P < .001). ConclusionAmong Comprehensive Care for Joint Replacement bundle patients treated for a displaced FNF with arthroplasty, discharge with HHS may be a more cost-effective option than discharge to a SNF that does not increase risk of readmission in medically appropriate patients.

Gastro-intestinal emergency surgery: Evaluation of morbidity and mortality. Protocol of a prospective, multicenter study in Italy for evaluating the burden of abdominal emergency surgery in different age groups. (The GESEMM study).

Gastrointestinal emergencies (GE) are frequently encountered in emergency department (ED), and patients can present with wide-ranging symptoms. more than 3 million patients admitted to US hospitals each year for EGS diagnoses, more than the sum of all new cancer diagnoses. In addition to the complexity of the urgent surgical patient (often suffering from multiple co-morbidities), there is the unpredictability and the severity of the event. In the light of this, these patients need a rapid decision-making process that allows a correct diagnosis and an adequate and timely treatment. The primary endpoint of this Italian nationwide study is to analyze the clinicopathological findings, management strategies and short-term outcomes of gastrointestinal emergency procedures performed in patients over 18. Secondary endpoints will be to evaluate to analyze the prognostic role of existing risk-scores to define the most suitable scoring system for gastro-intestinal surgical emergency. The primary outcomes are 30-day overall postoperative morbidity and mortality rates. Secondary outcomes are 30-day postoperative morbidity and mortality rates, stratified for each procedure or cause of intervention, length of hospital stay, admission and length of stay in ICU, and place of discharge (home or rehabilitation or care facility). In conclusion, to improve the level of care that should be reserved for these patients, we aim to analyze the clinicopathological findings, management strategies and short-term outcomes of gastrointestinal emergency procedures performed in patients over 18, to analyze the prognostic role of existing risk-scores and to define new tools suitable for EGS. This process could ameliorate outcomes and avoid futile treatments. These results may potentially influence the survival of many high-risk EGS procedure.

Study on the application of the Internet + nursing service in family rehabilitation of common bone and joint diseases in the elderly.

To explore the feasibility of the Internet + nursing service mode in family rehabilitation of elderly patients with osteoarthritic diseases. The control group (n=50) received routine rehabilitation treatment procedures and discharge guidance. For the observation group (n=50), extended nursing rehabilitation service was conducted through the Internet + nursing service platform based on the routine treatment in the control group. (1) The compliance with follow-up of the patients in the observation group was significantly higher than that in the control group; (2) The total satisfaction of patients in the observation group was significantly higher than that in the control group; (3) The VAS (1 month: 4.36±1.15 vs. 5.86±1.61, p<0.05; 3 months 4.36±1.15 vs. 5.86±1.61, p<0.05), SAS (1 month: 37.21±14.16 vs. 49.31±13.45, p<0.05; 3 months 26.73±8.25 vs. 40.33±9.50, p<0.05), SDS (1 month: 32.36±10.15 vs. 46.32±12.61, p<0.05; 3 months 27.11±8.08 vs. 40.62±11.40, p<0.05) and PSQI (1 month: 13.64 ± 1.13 vs. 16.31 ± 3.45, p<0.05; 3 months 11.54 ± 1.87 vs. 15.74 ± 1.36, p<0.05) scores in the observational group were significantly lower than that in control group at one month and three months after discharge. The ADL (1 month: 86.86 ± 4.13 vs. 74.33 ± 3.44, p<0.05; 3 months 90.34 ± 7.87 vs. 78.52 ± 6.36, p<0.05) scores in the observational group were significantly higher than that in control group at one month and three months after discharge. The extended rehabilitation nursing management for family rehabilitation of elderly patients with osteoarthritic diseases through the Internet + nursing service is a family rehabilitation model suitable for elderly patients with osteoarthritic diseases in China and has positive significance in developing a diversified medical nursing model.

Post-fracture rehabilitation pathways and association with mortality among adults with cerebral palsy

Objective Rehabilitation may mitigate the high mortality rates and health declines post-fracture for adults with cerebral palsy, but this is understudied. The objectives were to characterize the post-fracture rehabilitation pathways and identify their association with 1-year survival among adults with cerebral palsy. Methods A retrospective cohort study of adults with cerebral palsy with a fragility fracture with continuous health plan enrollment ≥1-year prior to and ≥1 day after their fracture date was performed using a random 20% Medicare fee-for-service dataset. Participants were categorized as a home discharge or inpatient rehabilitation admission post-fracture. For the home discharge cohort, weekly exposure to outpatient physical/occupational therapy (PT/OT) was examined up to 6-month post-fracture. Cox regression examined the association between time-varying PT/OTuse within 6-month post-fracture and mortality from 30 days to 1-year post-fracture before and after adjusting for confounders (e.g. medical complexity). Results Of 3598 adults with cerebral palsy with an incident fragility fracture, 74% were discharged home without inpatient rehabilitation; they were younger, but more medically complex compared to the 26% admitted to inpatient rehabilitation. Among the home discharge cohort (n = 2662), 43.1% initiated PT/OTwithin 6-month post-fracture, and cumulative PT/OTexposure post-fracture was associated with improved survival; for example, per 3 weeks of PT/OTexposure, the adjusted mortality rate was 40% lower (95% confidence interval (CI) = 0.41–0.89). Conclusions Most adults with cerebral palsy with a fragility fracture were discharged home rather than to inpatient rehabilitation, and only 43.1% of that group initiated outpatient PT/OTwithin 6 months post-fracture. Receiving outpatient PT/OTwas associated with improved 1-year survival.

194. Expansile duraplasty improves motor outcomes after acute traumatic spinal cord injury

<h3>BACKGROUND CONTEXT</h3> Traumatic spinal cord injury (SCI) can lead to debilitating motor weakness with long term impacts on quality of life. Following the initial trauma, secondary injury mechanisms, including edema, ischemia and inflammation can lead to considerable extension of the injury, providing a window of opportunity for interventions to preserve function. Early surgical decompression and optimization of spinal cord perfusion have emerged as potential targets. Expansile duraplasty could provide benefit by extending surgical decompression to the intrathecal space and increasing spinal cord perfusion; however, there remains a paucity of data on whether this provides a measurable benefit. <h3>PURPOSE</h3> Assess whether expansile duraplasty is associated with greater motor recovery in patients with acute traumatic SCI compared with bony decompression alone. <h3>STUDY DESIGN/SETTING</h3> Retrospective review of medical records. <h3>PATIENT SAMPLE</h3> Patients who underwent surgical spinal decompression and stabilization for traumatic spinal cord injury from February 2017 to June 2021 at an academic, Level 1 trauma center. Patients were excluded from analysis if they did not attend inpatient rehabilitation after their acute hospital stay. <h3>OUTCOME MEASURES</h3> Change in American Spinal Injury Association (ASIA) motor scores between preoperative evaluation, acute hospital discharge, and discharge from inpatient rehabilitation. <h3>METHODS</h3> Patients were divided between those who had expansile duraplasty performed at the time of surgical stabilizationand those who did not. Data collected included patient demographics, injury type, surgery performed, and ASIA motor scores (International Standards for Neurological Classification of SCI, range 0-100) preoperatively and at the time of hospital and inpatient rehabilitation discharge. <h3>RESULTS</h3> A total of 101 patients were included: 12 treated with expansile duraplasty and 89 treated without duraplasty. Patients were 76% male with a mean age of 50.9 years. The mean preoperative motor score for all patients was 48.7+/-29.3 (mean +/- std.dev.), 50.5+/-19.7 for the control group and 35.7+/-23.0 for the expansile duraplasty group (p=0.06). From preoperative exam to hospital discharge, the mean improvement in motor score for the control group was 3.7+/-11.3, compared to 9.3+/-11.4 in the expansile duraplasty group (p=0.12). Mean change in motor score from preoperative exam to rehabilitation discharge was 10.9+/-13.4 for controls and 19.9+/-11.0 for expansile duraplasty patients (p=0.02). <h3>CONCLUSIONS</h3> In this contemporaneous, single-center, retrospective study, SCI patients undergoing expansile duraplasty had significantly greater improvement in ASIA motor scores at rehabilitation discharge compared to non-duraplasty controls. These data present an independent and the first US validation of preliminary data from international centers in favor of expansile duraplasty. Further prospective studies are warranted to assess whether this adjunctive surgical technique is efficacious in treating acute traumatic SCI. <h3>FDA DEVICE/DRUG STATUS</h3> This abstract does not discuss or include any applicable devices or drugs.

Predictors of High School and College Graduation After Sustaining a Moderate-to-Severe Traumatic Brain Injury.

To identify early predictors of US high school and college graduation after moderate-to-severe traumatic brain injury (TBI). Inpatient rehabilitation and community. TBI Model Systems participants, aged 16 to 24 years, enrolled as high school or college students at time of injury. Prospective cohort study. Successful graduation was defined as having a diploma (high school) or an associate/bachelor's degree (college) at 1-, 2-, or 5-year follow-up. Predictors were sex, race/ethnicity, urbanicity, preinjury substance abuse, primary rehabilitation payer, and functional independence at inpatient rehabilitation discharge. We descriptively characterized differences between those who did and did not graduate high school and college within the first 5 years postinjury and identified early predictors of successful high school and college graduation using 2 binomial logistic regressions. Of those with known graduation status, 81.2% of high school and 41.8% of college students successfully graduated. Graduates in both groups were more often White than Black and had more functional independence at discharge. Among high school students, preinjury substance abuse was also a risk factor for not graduating, as was identifying as Hispanic or "other" race. Sociodemographic factors and disability influence graduation outcomes, requiring structural, institutional, and personal interventions for success.

Return to School Outcomes among Adults with TBI One Year After Rehabilitation Discharge: A TBIMS Study

ABSTRACT Objective To examine return to school outcomes 1 year after traumatic brain injury (TBI) rehabilitation discharge. Design Longitudinal observational study using Traumatic Brain Injury Model Systems National Database (TBIMS-NDB) data at 1-year post-TBI. Setting Inpatient rehabilitation centers using follow-up telephone calls. Individuals Individuals (n = 237) enrolled in the TBIMS-NDB since 2001 between the ages of 18 and 59 years who were engaged in postsecondary education (full or part-time) before recorded TBI. Main Measures Return to school, categorized as in a postsecondary setting at first follow-up (reported hours in school greater than zero at one-year follow-up). Results Using an alpha level of 0.05 binary logistic regression analysis identified four predictive variables. Significant predictors of return to school include being of lower age, possessing a higher level of functioning at discharge, reporting lower ratings of disability at discharge, and being able to use a vehicle independently for transportation. Conclusion Pursuit of higher education is a viable means of community reintegration after TBI. Some individuals with TBI face a myriad of barriers and challenges when returning to school. Study findings may facilitate understanding of how TBI affects return to school and community reintegration outcomes.

Predicting Outcomes 2 Months and 1 Year After Inpatient Rehabilitation for Youth With TBI Using Duration of Impaired Consciousness and Serial Cognitive Assessment.

To examine predictive utility of the Glasgow Coma Scale (GCS), time to follow commands (TFC), length of posttraumatic amnesia (PTA), duration of impaired consciousness (TFC+PTA), and the Cognitive and Linguistic Scale (CALS) scores in predicting outcomes on the Glasgow Outcome Scale-Extended, Pediatric Revision (GOS-E Peds) for children with traumatic brain injury (TBI) at 2 months and 1 year after discharge from rehabilitation. A large, urban pediatric medical center and inpatient rehabilitation program. Sixty youth with moderate-to-severe TBI (mean age at injury = 13.7 years; range = 5-20). A retrospective chart review. Lowest postresuscitation GCS, TFC, PTA, TFC+PTA, inpatient rehabilitation admission and discharge CALS scores, GOS-E Peds at 2-month and 1-year follow-ups. CALS scores were significantly correlated with the GOS-E Peds at both time points (weak-to-moderate correlation for admission scores and moderate correlation for discharge scores). TFC and TFC+PTA were correlated with GOS-E Peds scores at a 2-month follow-up and TFC remained a predictor at a 1-year follow-up. The GCS and PTA were not correlated with the GOS-E Peds. In the stepwise linear regression model, only the CALS at discharge was a significant predictor of the GOS-E Peds at the 2-month and 1-year follow-ups. In our correlational analysis, better performance on the CALS was associated with less long-term disability, and longer TFC was associated with more long-term disability, as measured by the GOS-E Peds. In this sample, the CALS at discharge was the only retained significant predictor of GOS-E Peds scores at 2-month and 1-year follow-ups, accounting for roughly 25% of the variance in GOS-E scores. As previous research suggests, variables related to rate of recovery may be better predictors of outcome than variables related to severity of injury at a single time point (eg, GCS). Future multisite studies are needed to increase sample size and standardize data collection methods for clinical and research purposes.

The TWIST Tool Predicts When Patients Will Recover Independent Walking After Stroke: An Observational Study

Background The likelihood of regaining independent walking after stroke influences rehabilitation and hospital discharge planning. Objective This study aimed to develop and internally validate a tool to predict whether and when a patient will walk independently in the first 6 months post-stroke. Methods Adults with stroke were recruited if they had new lower limb weakness and were unable to walk independently. Clinical assessments were completed one week post-stroke. The primary outcome was time post-stroke by which independent walking (Functional Ambulation Category score ≥ 4) was achieved. Cox hazard regression identified predictors for achieving independent walking by 4, 6, 9, 16, or 26 weeks post-stroke. The cut-off and weighting for each predictor was determined using β-coefficients. Predictors were assigned a score and summed for a final TWIST score. The probability of achieving independent walking at each time point for each TWIST score was calculated. Results We included 93 participants (36 women, median age 71 years). Age < 80 years, knee extension strength Medical Research Council grade ≥ 3/5, and Berg Balance Test < 6, 6 to 15, or ≥ 16/56, predicted independent walking and were combined to form the TWIST prediction tool. The TWIST prediction tool was at least 83% accurate for all time points. Conclusions The TWIST tool combines routine bedside tests at one week post-stroke to accurately predict the probability of an individual patient achieving independent walking by 4, 6, 9, 16, or 26 weeks post-stroke. If externally validated, the TWIST prediction tool may benefit patients and clinicians by informing rehabilitation decisions and discharge planning.