Post-acute Care Research Articles

Body Mass Index is a Predictor of Discharge to a Post-Acute Care Facility Following Total Ankle Arthroplasty

Category: Ankle Introduction/Purpose: The utilization of total ankle arthroplasty (TAA) continues to increase, and identifying preoperative factors that influence postoperative outcomes after TAA may be valuable. The use of post-acute care (PAC) facilities has also grown substantially, and discharge to a PAC facility can increase patient morbidity and postoperative costs. The purpose of this study is to define the effect of BMI on discharge to a PAC facility and hospital length of stay (LOS) following TAA. Methods: We performed a retrospective review to identify a large cohort of adult patients who underwent TAA between 2006 - 2020 from the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database. Using overweight patients as the reference BMI group, we estimated a sex- and age- adjusted log-binomial regression model on BMI categories to estimate risk ratios to analyze the association between BMI and risk of being discharged to a PAC facility and/or hospital LOS. Results: Relative to overweight patients, obese patients had 1.47 times the risk (P=0.008), and morbidly obese patients had 2.26 times risk (P < 0.001) of being discharged to a PAC facility after TAA. Males had 0.47 times the risk of females (P < 0.001), and for each year older, patients had 1.07 times the risk (P < 0.001) of being discharged to a PAC facility. There was no difference in hospital LOS for underweight patients, but healthy weight patients stayed an additional 0.29 days (P=0.004), obese patients stayed an additional 0.18 days (P=0.010), and morbidly obese patients stayed an additional 0.34 days (P=0.006). Males stayed 0.30 fewer hospital days than females (P < 0.001), and for each year older, patients stayed 0.011 days longer (P < 0.001). Conclusion: This study found that women and patients who are obese and morbidly obese have a greater LOS and chance to be discharged to a PAC facility. Increasing age is also associated with an increase in LOS and discharge to a PAC. These may be important factors when discussing the postoperative plan with patients prior to TAA.

Proposing A Racism-Conscious Approach To Policy Making And Health Care Practices.

Racial and ethnic health inequities are driven by multiple social and political factors. Race-neutral policies that overlook the role of racism in policy and in disparities may also contribute to inequities. In response, one broad policy-making approach has been to craft race-based policies that attempt to improve outcomes explicitly for specific racial groups. However, race-based policies can be politically infeasible. We propose a racism-conscious approach to policy making and health care practices that addresses racism and advances health equity. Using postacute and long-term care policies as a backdrop, we identify five key steps to creating racism-conscious policies that rest on continuous community engagement and policy evaluation. The proposed racism-conscious framework can be used to develop a new health policy or to redesign an existing policy, and it can work for federal, state, local, and organizational policies, practices, or both.

Recurrent Falls in Post-Acute and Long-Term Care: When the Usual Fall Prevention Strategies Are Not Enough

Recurrent Falls in Post-Acute and Long-Term Care: When the Usual Fall Prevention Strategies Are Not Enough

Post-Acute and Long-Term Care in Senior Housing

Post-Acute and Long-Term Care in Senior Housing

Effects of functional performance and national health insurance cost on length of hospitalization for postacute care in stroke: a retrospective observational study

BackgroundThe postacute care for cerebrovascular disease (PAC-CVD) program was launched in Taiwan nearly a decade ago. However, no clear regulations regarding length of stay (LOS) in the program and extension standards exist. Thus, the allocation of limited medical resources such as hospital beds is a major issue.MethodsThis novel study retrospectively investigated the effects of functional performance and national health insurance (NHI) costs on PAC-CVD LOS. Data for 263 patients with stroke who participated in the PAC-CVD program were analysed. Hierarchical multiple regression was used to estimate the effects of functional performance and NHI costs on LOS at three time points: weeks 3, 6, and 9.ResultsAt week 3, age, NHI costs, modified Rankin scale score, and Barthel index significantly affected LOS, whereas at week 6, age and NHI costs were significant factors. However, functional performance and NHI costs were not significant factors at week 9.ConclusionsThe study provides crucial insights into the factors affecting LOS in the PAC-CVD program, and the results can enable medical decision-makers and health care teams to develop inpatient rehabilitation plans or provide transfer arrangements tailored to patients. Specifically, this study highlights the importance of early functional recovery and consideration of NHI costs when managing LOS in the PAC-CVD program.

The health effects of nursing home specialization in post-acute care

Nursing homes serve both long-term care and post-acute care (PAC) patients, two groups with distinct financing mechanisms and requirements for care. We examine empirically the effect of nursing home specialization in PAC using 2011–2018 data for Medicare patients admitted to nursing homes following a hospital stay. To address patient selection into specialized nursing homes, we use an instrumental variables approach that exploits variation over time in the distance from the patient's residential ZIP code to the closest nursing home with different levels of PAC specialization. We find that patients admitted to nursing homes more specialized in PAC have lower hospital readmissions and mortality, longer nursing home stays, and higher Medicare spending for the episode of care, suggesting that specialization improves patient outcomes but at higher costs.

A Novel Ophthalmic Telemedicine Program for Follow-Up of Minor Ophthalmic Emergencies.

Background: Near-term follow-up for minor ophthalmic emergencies is important to ensure positive patient outcomes but can impose logistical challenges for patients and ophthalmology practices. While ophthalmic telemedicine has been used for screening and triage, its feasibility and safety for follow-up care for minor ophthalmic emergencies have not been reported. The objective of this study was to report initial results of a novel virtual emergency department (ED) follow-up clinic. Methods: Retrospective cross-sectional study of patients discharged from the ophthalmic ED who required near-term follow-up and carried diagnoses suitable for virtual evaluation, between December 6, 2021, and June 26, 2022, at a single tertiary eye care center. Main outcome measures included missed appointment rate, time interval between ED encounter and virtual follow-up, clinical diagnoses, and referrals after telemedicine follow-up (including for urgent ambulatory and ED evaluation). Results: A total of 145 virtual visits were scheduled with 99 (68.3%) completed appointments, yielding a no-show rate of 31.7%. Of the completed visits, the mean time interval between ED evaluation and virtual follow-up was 8.3 days (standard deviation ±3.9). Eighty-four (84.9%) visits were video-based and 15 (15.1%) were audio-only. Seventy-nine (94%) had at least one aspect of the ophthalmic examination documented. The most common diagnoses were chalazion (18), conjunctivitis (13), corneal abrasion (12), and encounter after corneal foreign body removal (7). After virtual follow-up, 23 patients (23.2%) had subsequent referrals, and no patients re-presented to the ophthalmic ED. Conclusions: Ophthalmic telemedicine may be a safe and feasible modality for providing timely post-acute near-term follow-up care for patients with appropriate ophthalmic diagnoses.

Time-motion observations to characterize the developmental environment in a paediatric post-acute care hospital.

Chronically hospitalized children are at risk for neurodevelopmental delay, compounded by restricted social interactions, movement and environmental stimulation. We measured patients' movements and interactions to characterize developmentally relevant aspects of our inpatient environment and identify opportunities for developmental enrichment. As part of a quality improvement initiative to inform neurodevelopmental programming for children with medical complexity at our paediatric post-acute care specialty hospital, we conducted >232 hours of time-motion observations. Trained observers followed 0- to 5-year-old inpatients from 7am to 7pm on weekdays, categorizing observations within five domains: Where, With, Position, State and Environment. Observations were collected continuously utilizing REDCap on iPads. A change in any domain initiated a new observation. Patients were median 1year and 8months of age (range 2months to 3years 9months) with a median length of hospitalization of 514 days (range 66-1298). In total, 2636 unique observations (or median 134 observations per patient-day [range 95-210]) were collected. Patients left their rooms up to 4 times per day for median 1h and 34 min (range 41 min to 4h:30 min). Patients spent 4h:6min (2h:57 min to 6h:30 min) interacting with someone and 3h:51 min (57 min to 6h:36 min) out of bed each day. Patients were simultaneously out of their beds, interacting with someone and awake for 2h:21 min (51 min to 4h:19 min) each day. Despite a care model prioritizing time out of bed and social interaction, time-motion observations indicate patients spent many of their waking hours in bed and alone. Quantifying our inpatients developmental opportunities will inform neurodevelopmental programming initiatives.

Changes in Diagnoses and Site of Care for Patients Receiving Hospice Care From Agencies Acquired by Private Equity Firms and Publicly Traded Companies

Private equity firms and publicly traded companies have been acquiring US hospice agencies; an estimated 16% of US hospice agencies are owned by private equity (PE) firms or publicly traded companies (PTC). To examine the association of PE and PTC acquisitions of hospices with Medicare patients' site of care and clinical diagnoses. This cohort study of US hospice agencies used a novel national database of acquisitions merged with the Medicare Post-Acute Care and Hospice Public Use File for 2013 to 2020. Changes in sites of care and patient characteristics for hospice agencies acquired by PE or PTCs were compared with changes for patients in nonacquired for-profit hospice agencies. Private equity and publicly traded company acquisitions. This study used a difference-in-differences approach within an event-study framework to examine the association of PE and PTC acquisitions of hospice agencies with changes in patient diagnoses and sites of care. Dependent variables were annual hospice-level measures of the Hierarchical Condition Category (HCC) score and proportion of patients diagnosed with cancer or dementia. Sites of care included the proportion of patients receiving hospice care in their personal home, nursing home, or assisted living facility. A total of 158 hospice agencies acquired by PEs, 250 acquired by PTCs, and 1559 other for-profit hospice agencies were included. Preacquisition, hospice agencies that would later be acquired by PE or PTC served a mean (IQR) 30.1% (12.0%-44.0%) and 29.4% (13.0%-43.0%) of their patients in nursing homes respectively, a greater proportion compared with the 27.1% (8.0%-43.8%) served by for-profit hospices that were never acquired. Agencies acquired by PE between 2014 and 2019 saw a significant relative increase of 5.98% in dementia patients (1.38 percentage points; 95% CI, 0.35-2.40 percentage points; P = .008). In PTC-owned hospices, the proportion of patients receiving care at home increased by 5.26% (2.98 percentage points; 95% CI, 1.46-4.51 percentage points; P < .001), the proportion of dementia patients rose by 13.49% (3.11 percentage points; 95% CI, 2.14-4.09 percentage points; P < .001), and the HCC score decreased by 1.37% (-3.19 percentage points; 95% CI, -5.92 to -0.47 percentage points; P = .02). These findings suggest that PE and PTCs select patients and sites of care to maximize profits.

Effects of a Rehabilitation-at-Home Program Compared to Post-acute Skilled Nursing Facility Care on Safety, Readmission, and Community Dwelling Status: A Matched Cohort Analysis.

To evaluate the effectiveness and safety of Rehabilitation-at-Home (RaH), which provides high-frequency, multidisciplinary post-acute rehabilitative services in patients' homes. Comparative effectiveness analysis. Medicare Fee-For-Service patients who received RaH in a Center for Medicare and Medicaid Innovation Center Demonstration during 2016-2017 (N=173) or who received Medicare Skilled Nursing Facility (SNF) care in 2016-2017 within the same geographic service area with similar inclusion and exclusion criteria (N=5535). We propensity-matched RaH participants to a cohort of SNF patients using clinical and demographic characteristics with exact match on surgical and non-surgical hospitalizations. Outcomes included hospitalization within 30 days of post-acute admission, death within 30 days of post-acute discharge, length of stay, falls, use of antipsychotic medication, and discharge to community. The majority of RaH participants were older than or equal to 85 years (57.8%) and non-Hispanic white (72.2%) with mean hospital length of stay of 8.1 (SD 7.6) days. In propensity-matched analyses, 10.1% (95% CI: 0.5%, 19.8) and 4.2% (95% CI: 0.1%, 8.5%) fewer RaH participants experienced hospital readmission and death, respectively. RaH participants had, on average, 2.8 fewer days (95% CI 1.4, 4.3) of post-acute care; 11.4% (95% CI: 5.2%, 17.7%) fewer RaH participants experienced fall; and 25.8% (95% CI: 17.8%, 33.9%) more were discharged to the community. Use of antipsychotic medications was no different. RaH is a promising alternative to delivering SNF-level post-acute RaH. The program seems to be safe, readmissions are lower, and transition back to the community is improved.

Prehospital tourniquet application in extremity vascular trauma: Improved functional outcomes

BackgroundSupport for prehospital tourniquet use has increased, with recent data suggesting that tourniquet usage decreases shock without increasing limb complications. We hypothesized that prehospital tourniquet application in extremity vascular trauma, compared with no prehospital tourniquet application, is associated with lower rates of delayed amputation and better functional mobility. MethodsWe retrospectively studied adult patients with extremity vascular trauma at an urban civilian Level 1 trauma center (June 2016–May 2021). Outcomes of interest included delayed amputation and mobility at hospital discharge, measured by the Activity Measure for Post-Acute Care “6 Clicks” Basic Mobility Score. The “6 Clicks” Basic Mobility Score was documented by physical therapy; higher scores indicate more independent mobility. Injury mechanism, initial lactate, 24-hour transfusions, mortality, and acute kidney injury were also collected. Comparisons were performed using χ2 analysis and Fisher Exact and Wilcoxon rank-sum tests. ResultsOf 232 patients, prehospital tourniquet application was not associated with mortality or lactate level (both P > .05). The prehospital tourniquet application group had more transfusions, lower rates of acute kidney injury, and fewer delayed amputations (all P < .05). Ninety-one patients (45 prehospital tourniquet application and 46 without prehospital tourniquet application) were evaluated for “Moving between Bed and Chair” in the “6 Clicks” Basic Mobility Score, with patients in the prehospital tourniquet application group demonstrating higher levels of independence (P = .034). ConclusionPrehospital tourniquet application was associated with favorable outcomes, including higher functional mobility and decreased delayed amputation. This suggests that tourniquet use should be encouraged in the civilian setting to improve outcomes and reduce the risk of limb loss.

Optimizing inpatient bed management in a rural community-based hospital: a quality improvement initiative

BackgroundAppropriate use of available inpatient beds is an ongoing challenge for US hospitals. Historical capacity goals of 80% to 85% may no longer serve the intended purpose of maximizing the resources of space, staff, and equipment. Numerous variables affect the input, throughput, and output of a hospital. Some of these variables include patient demand, regulatory requirements, coordination of patient flow between various systems, coordination of processes such as bed management and patient transfers, and the diversity of departments (both inpatient and outpatient) in an organization.MethodsMayo Clinic Health System in the Southwest Minnesota region of the US, a community-based hospital system primarily serving patients in rural southwestern Minnesota and part of Iowa, consists of 2 postacute care and 3 critical access hospitals. Our inpatient bed usage rates had exceeded 85%, and patient transfers from the region to other hospitals in the state (including Mayo Clinic in Rochester, Minnesota) had increased. To address these quality gaps, we used a blend of Agile project management methodology, rapid Plan-Do-Study-Act cycles, and a proactive approach to patient placement in the medical-surgical units as a quality improvement initiative.ResultsDuring 2 trial periods of the initiative, the main hub hospital (Mayo Clinic Health System hospital in Mankato) and other hospitals in the region increased inpatient bed usage while reducing total out-of-region transfers.ConclusionOur novel approach to proactively managing bed capacity in the hospital allowed the region’s only tertiary medical center to increase capacity for more complex and acute cases by optimizing the use of historically underused partner hospital beds.

Medicare Advantage Enrollment and Disenrollment Among Persons With Alzheimer Disease and Related Dementias

Large enrollment growth has been observed in the Medicare Advantage program, but less is known about enrollment patterns among persons with Alzheimer disease and related dementias (ADRD). To evaluate patterns in Medicare Advantage enrollment and disenrollment among beneficiaries with or without ADRD. This cross-sectional study used 6 national data sources between January 1, 2011, and December 31, 2018. Analyses were performed between June 2021 and August 2022. The cohort comprised US Medicare beneficiaries with acute or postacute care utilization between 2013 and 2018. ADRD diagnosis from an acute or postacute care encounter Medicare data source. Enrollment in Medicare Advantage, disenrollment from Medicare Advantage to traditional Medicare, and contract exit (leaving a Medicare Advantage contract for traditional Medicare or a different Medicare Advantage contract). The 32 796 872 Medicare beneficiaries in the cohort had a mean (SD) age of 74.0 (12.5) years and included 18 228 513 females (55.6%). Enrollment in Medicare Advantage among beneficiaries with ADRD increased from 24.7% (95% CI, 24.7%-24.8%) in 2013 to 33.0% (95% CI, 32.9%-33.1%) in 2018, an absolute increase of 8.3 percentage points and a 33.4% relative increase after adjusting for demographic characteristics, comorbid conditions, and utilization and including county fixed effects. Among beneficiaries without ADRD, enrollment in Medicare Advantage increased by 8.2 percentage points from 27.6% (95% CI, 27.6%-27.6%) in 2013 to 35.8% (95% CI, 35.8%-35.8%) in 2018, a 29.7% relative increase over the study period. Beneficiaries with ADRD were 1.4 times as likely to disenroll from their Medicare Advantage contract to traditional Medicare (4.4% vs 3.2% in 2017-2018; P < .001) in adjusted analyses. Regardless of ADRD status, beneficiaries had similar rates of switching to a new Medicare Advantage contract. Differences in contract exit rates were associated with higher rates of disenrollment from Medicare Advantage to traditional Medicare among beneficiaries with ADRD vs those without ADRD (16.3% [95% CI, 16.2%-16.3%] vs 15.1% [95% CI, 15.1%-15.1%]). Beneficiaries with ADRD and dual eligibility for Medicaid enrollment had higher rates of contract exit than those without dual eligibility (19.7% [95% CI, 19.6%-19.7%] vs 14.9% [95% CI, 14.8%-14.9%]), and these differences were even greater than those among beneficiaries without ADRD and with and without dual-eligibility status, respectively (18.3% [95% CI, 18.2%-18.3%] vs 13.8% [95% CI, 13.7%-13.8%]). In this cross-sectional study of the Medicare population with acute and postacute care use, beneficiaries with ADRD had increasing enrollment in the Medicare Advantage program, proportional to the growth in overall enrollment, but their disenrollment from Medicare Advantage in the following year remained higher compared with beneficiaries without ADRD. The findings highlight the need to understand the factors associated with higher disenrollment rates and determine whether such rates reflect access or quality challenges for beneficiaries with ADRD.

Comparing prevalence and types of potentially inappropriate medications among patient groups in a post-acute and secondary care hospital

Reducing potentially inappropriate medications (PIMs) is a challenge in post-acute care hospitals. Some PIMs may be associated with patient characteristics and it may be useful to focus on frequent PIMs. This study aimed to identify characteristic features of PIMs by grouping patients as in everyday clinical practice. A retrospective review of medical records was conducted for 541 patients aged 75 years or older in a Japanese post-acute and secondary care hospital. PIMs on admission were identified using the Screening Tool for Older Person’s Appropriate Prescriptions for Japanese. The patients were divided into four groups based on their primary disease and reason for hospitalization: post-acute orthopedics, post-acute neurological disorders, post-acute others, and subacute. Approximately 60.8% of the patients were taking PIMs, with no significant difference among the four patient groups in terms of prevalence of PIMs (p = 0.08). However, characteristic features of PIM types were observed in each patient group. Hypnotics and nonsteroidal anti-inflammatory drugs were common in the post-acute orthopedics group, multiple antithrombotic agents in the post-acute neurological disorders group, diuretics in the post-acute others group, and hypnotics and diuretics in the subacute group. Grouping patients in clinical practice revealed characteristic features of PIM types in each group.

Training to Transition: Using Simulation-Based Training to Improve Resident Physician Confidence in Hospital Discharges.

Hospital discharge is a highly critical and complex process that is prone to medical errors, poor communication, and ineffective synchronization of transitional teams. Improving safety during postacute care transitions has become a national focus. Simulation-based training is an underutilized method of instruction for medical resident transitions of care education. As an integral part of a transitions curriculum, 36 PGY 1 residents from internal medicine and transitional year residency programs underwent a discharge simulation utilizing a trained simulated participant (SP) and a lay caregiver. The objective of the training was to implement a simulation-based education intervention to improve transition practices and discharge communication in graduate medical education. A faculty observer used a case-specific discharge rubric to standardize feedback to the resident and observed the resident navigate the electronic medical record (EMR) for discharge orders. Pretest and posttest surveys assessing resident attitudes and confidence regarding specific areas of the discharge process were distributed to all participating residents for completion. Thirty-six internal medicine and transitional year residents (100%) completed an observed discharge simulation with an SP and a separate encounter with the EMR discharge navigator. All 36 residents (100%) completed the pretest survey, and 23 (63%) completed the postsurvey evaluation. Postsurvey results showed residents agreed (92%, p < .05) that the simulation increased their confidence in safely discharging a patient. Simulation encounters are an effective adjunct to postacute care transition education.

22 Point prevalence study of therapeutic anticoagulation dosage based on renal function in an older population

Abstract Background Older patients (age &amp;gt; 65 years) are frequently prescribed Therapeutic Anticoagulation (TA), most commonly for Atrial Fibrillation (AF) and Venous Thrombo-Embolism (VTE). Importantly, advanced age (&amp;gt; 80 years) increases the risk of anticoagulation-associated major haemorrhage. Methods A point prevalence observational study of all patients admitted to a Post-Acute Care Unit (PACU) was undertaken. In addition to demographic information, prescribing data and indication for TA was collected. Laboratory data collected included serum creatinine (sCr) and estimated glomerular filtration rate (eGFR) using the MDRD formula. Dosing of anticoagulation based on renal function, age and weight was assessed and compared to the Health Products Regulatory Authority (HPRA) recommended guidelines. Results 70 patients were admitted to PACU on the day of study. 34.3% (n = 24) were prescribed TA, these patients were older (age 83.7 ± 7.9 years) and majority were male (M:F = 66%:34%), median weight was 60.45 kg (range = 41.3–91.6 kg). Indications for anticoagulation were AF 71% (n = 17), VTE 17% (n = 4), mixed AF/VTE 8% (n = 2) and mechanical valve replacement 4% (n = 1). Apixaban was the most commonly prescribed anticoagulant (66%, n = 16), followed by Rivaroxaban (12.5%, n = 3), Dabigatran (8%, n = 2), Enoxaparin (8%, n = 2) and Warfarin (4%, n = 1). In 66.7% (n = 16), the CrCl resulted in lower renal function than the eGFR, and in over 40% of cases the difference resulted in a dose adjustment of TA prescribed. Overall, CrCl was &amp;lt;50 mL/min in 58.3% (n = 14); CrCl 30–50 mL/min in 33% (n = 8), CrCl 15–29 mL/min in 21% (n = 5) and CrCl &amp;lt;15 mL/min in 4% (n = 1). In 25% of patients (n = 6), the dose of TA was incorrect with lower CrCl more likely to result in dose reduction of TA. Conclusion TA is an important treatment in older patients and this study showed that reduced renal function is likely to result in reduced dosing, which may produce a subtherapeutic response.

Sex/gender differences in service use patterns, clinical outcomes and mortality risk for adults with acquired brain injury: a retrospective cohort study (ABI-RESTART).

To identify sex/gender differences in functional, psychosocial and service use patterns in community-based post-acute care for acquired brain injury. Design: Retrospective cohort study. Adults with acquired brain injury enrolled in post-acute neurorehabilitation and disability support in Western Australia (n = 1,011). UK Functional Independence Measure and Functional Assessment Measure (FIM + FAM), Mayo-Portland Adaptability Inventory-4, goal attainment, length of stay (LOS), number of episodes of care and deaths were evaluated using routinely collected clinical and linked administrative data. At admission, women were older (p < 0.001) and displayed poorer functional independence (FIM + FAM; p < 0.05) compared with men. At discharge, there were no differences in goal attainment, psychosocial function or functional independence between men and women. Both groups demonstrated functional gains; however, women demonstrated clinically significant gains (+ 15.1, p < 0.001) and men did not (+ 13.7, p < 0.001). Women and men had equivalent LOS (p = 0.205). Aboriginal and/or Torres Strait Islander status predicted longer LOS for women but not for men. Being partnered predicted reduced LOS for women but not men. Women had a higher risk of multiple episodes of care (p < 0.001), but not death (p = 0.409), compared with that of men. At admission to rehabilitation and disability support services for acquired brain injury, women have poorer functional independence and higher risk of multiple episodes of care, compared with men, suggesting greater disability in the community. By the time of discharge from these services, women and men make equivalent functional and psychosocial gains. The higher risk of multiple episodes of care for women relative to men suggestwomen may need additional post-discharge support, to avoid readmission.

Association of Vulnerability Screening on Hospital Admission with Discharge to Rehabilitation-Oriented Care after Acute Hospital Stay.

We assessed the vulnerability of patients aged ≥70 years during hospital admission based on the Short Dutch Safety Management Screening (DSMS). Screening of four geriatric domains aims to prevent adverse outcomes and may support targeted discharge planning for post-acute care. We explored whether the DSMS criteria for acutely admitted patients were associated with rehabilitation-oriented care needs. This retrospective cohort study included community-dwelling patients aged ≥70 years acutely admitted to a tertiary hospital. We recorded patient demographics, morbidity, functional status, malnutrition, fall risk, and delirium and used descriptive analysis to calculate the risks by comparing the discharge destination groups. Among 491 hospital discharges, 349 patients (71.1%) returned home, 60 (12.2%) were referred for geriatric rehabilitation, and 82 (16.7%) to other inpatient post-acute care. Non-home referrals increased with age from 21% (70-80 years) to 61% (&gt;90 years). A surgical diagnosis (odds ratio [OR]=4.92; 95% confidence interval [CI], 2.03-11.95), functional decline represented by Katz-activities of daily living positive screening (OR=3.79; 95% CI, 1.76-8.14), and positive fall risk (OR=2.87; 95% CI, 1.31-6.30) were associated with non-home discharge. The Charlson Comorbidity Index did not differ significantly between the groups. Admission diagnosis and vulnerability screening outcomes were associated with discharge to rehabilitation-oriented care in patients &gt;70 years of age. The usual care data from DSMS vulnerability screening can raise awareness of discharge complexity and provide opportunities to support timely and personalized transitional care.

Identifying Unique Subgroups of Individuals With Stroke Using Heart Rate and Steps to Characterize Physical Activity.

Background Low physical activity (PA) is associated with poor health outcomes after stroke. Step counts are a common metric of PA; however, other physiologic signals (eg, heart rate) may help to identify subgroups of individuals poststroke at varying levels of risk of poor health outcomes. Here, we aimed to identify clinically relevant subgroups of individuals poststroke based on PA profiles that leverage multiple data sources, including step count and heart rate data, from wearable devices. Methods and Results Seventy individuals poststroke participated. Participants wore a Fitbit Inspire 2 for 1 year and completed clinical assessments. We defined a group-based steps-per-minute threshold and an individual heart rate threshold to categorize each minute of PA into 1 of 4 states: high steps/high heart rate, low steps/low heart rate, high steps/low heart rate, and low steps/high heart rate. We used the proportion of time spent in each state along with steps per day, sedentary time, mean steps among minutes with high steps and high heart rate, and resting heart rate in a k-means clustering algorithm to identify subgroups and compared Activity Measure for Post-Acute Care Mobility T Score, Stroke Impact Scale, and gait speed among subgroups. We identified 3 subgroups, Active (n=8), Sedentary (n=29), and Deconditioned (n=33), which differed significantly on all clustering variables except resting heart rate. We observed significant differences in Activity Measure for Post-Acute Care Mobility T scores between subgroups, with the Deconditioned subgroup exhibiting the lowest score. Conclusions Quantifying PA with heart rate and step count using readily available wearable devices can identify clinically meaningful subgroups of individuals poststroke.

Minimal Clinically Important Difference (MCID) in the Functional Status Measures in Patients with Stroke: Inverse Probability Treatment Weighting.

This study proposed to evaluate the temporal trend, define the minimal clinically important difference (MCID) for five functional status measures, and identify risk factors for reaching deterioration in the MCID. This prospective cohort study analyzed 680 patients with ischemic stroke and 151 patients with hemorrhagic stroke at six hospitals between April 2015 and October 2021. All patients completed the functional status measures before rehabilitation (baseline), and at the 12th week and 2nd year after rehabilitation. Patients in the post-acute care (PAC) group exhibited significantly larger improvements for the functional status measures compared to those in the non-PAC group (p < 0.05). Patients with hemorrhagic stroke also displayed larger improvements in the functional status measures when compared to patients with ischemic stroke. Furthermore, the improvement in MCID ranged from 0.01 to 16.18 points when comparing baseline and the 12th week after rehabilitation, but the deterioration in MCID ranged from 0.38 to 16.12 points. Simultaneously, assessing the baseline and the second year after rehabilitation, the improvement in MCID ranged from 0.01 to 18.43 points, but the deterioration in MCID ranged from 0.68 to 17.26 points. Additionally, the PAC program, age, education level, body mass index, smoking, readmission within 30 days, baseline functional status score, use of Foley catheter and nasogastric tube, as well as a history of previous stroke are significantly associated with achieving deterioration in MCID (p < 0.05). These findings suggest that if the mean change scores of the functional status measures have reached the thresholds, the change scores can be perceived by patients as clinically important.