Using Multiphase Optimization Strategy and Human-Centered Design to Create an Integrated Model of Palliative Care Skills in Home-Based Physical Therapy for Advanced Heart Failure.

Background: Many older adults with advanced heart failure receive home health rehabilitation after hospitalization. Yet, integration of palliative care skills into rehabilitation is limited. Objective: Describe using the Multiphase Optimization Strategy (MOST) framework with human-centered design principles to engage clinical partners in the Preparation phase of palliative physical therapy intervention development. Design: We convened a home-based physical therapy advisory team (four clinicians, three clinical leaders) to identify physical therapist needs and preferences for incorporating palliative care skills in rehabilitation and design an intervention prototype. Results: Between 2022 and 2023, we held five advisory team meetings. Initial feedback on palliative care skill preferences and training needs directly informed refinement of our conceptual model and skills in the intervention prototype. Later feedback focused on reviewing and revising intervention content, delivery strategy, and training considerations. Conclusion: Incorporating human-centered design principles within the MOST provided a useful framework to partner with clinical colleagues in intervention design.

Top Ten Tips Palliative Care Clinicians Should Know About Providing Care for People With Disabilities.

Palliative care (PC) clinicians are well poised to help people with disabilities (PWD) live well in the context of serious illness. PC prioritizes person-centered care with a focus on function, autonomy, and quality of life. This approach aligns with principles of high-quality care for PWD. An understanding of the unique experiences and needs of PWD can advance the delivery of comprehensive, equitable PC for this population. In this article, we provide 10 tips to help PC clinicians develop an informed disability lens in their approach to care.

Embedding Interprofessional Education in Clinical Settings: Medical and Dental Student Perceptions of a Patient Interview-Storytelling Experience.

PROBLEM: Interprofessional education (IPE) is valued but difficult to deliver, given logistical and other barriers. Centering IPE around patients and grounding it in authentic practice settings are challenging within early undergraduate medical education. APPROACH: This intervention facilitated student-patient conversations to elicit patient reflections on the health care professionals who keep them healthy and care for them when they are unwell. After being introduced to the Interprofessional Education Collaborative (IPEC) core competencies, first-year medical (n = 127) and dental (n = 34) students conducted a brief semistructured patient interview, using an interview card with guiding questions, during a precepted outpatient clinic session in March-May 2021. Students transcribed patients' stories and wrote their own reflections on the interview card. These reflections were used as a stimulus for a class IPE discussion. The authors employed a pragmatic qualitative research approach to explore what students learned about interprofessional collaboration from reflecting on patients' stories. OUTCOMES: Of the 161 students, 158 (98%) completed an interview card. Sixteen health professions were represented in patients' stories. The patients' stories prompted students to recognize and expand their understanding of the IPEC competencies. Students' responses reflected synthesis of the competencies into 3 themes: students value patient-centered holistic care as the goal of interprofessional collaboration; students reflect emerging professional and interprofessional identities in relating to patients, teams, and systems; and students appreciate interprofessional care is complex and challenging, requiring sustained effort and commitment. NEXT STEPS: Next steps include continuing to integrate patient voices through structured conversations across the undergraduate and graduate medical education spectrum and adapting the model to support conversations with other health professionals engaged in shared patient care. These experiences could foster ongoing deliberate reflection by students on their professional and interprofessional identity development but would require investments in student time and faculty development.

Breaking the Cycle: Using Serious Illness Communication to Optimize Care Transition Planning in Serious Illness.

It is widely recognized that many older adults in their last year of life will cycle between hospitals and skilled nursing facilities-a phenomenon described as "rehabbing to death." Several strategies to address this complex problem have been proposed, including developing and testing serious illness communication models to provide goal-concordant care by aligning what matters most to patients with how they spend their time in the last months of life. Serious illness communication (SIC) includes structured skills clinicians can use with patients and caregivers to assess illness understanding, goals and values, share information, and make recommendations. Despite the potential of SIC models, there is a lack of literature focused on developing and testing SIC strategies in the context of care transition planning for older adults with serious illness. Our interprofessional team developed "Rehabbing to Death: Practical Strategies to Optimize Care Transitions for Patients with Serious Illness," an evidence-based, interprofessional SIC training curriculum for hospital-based rehabilitation clinicians. This 3-session curriculum was designed to enable rehabilitation clinicians to acquire knowledge of trajectories and outcomes for patients living with serious illness and communication skills to use with patients, families, and interprofessional colleagues. Nine rehabilitation clinicians (n = 3 equally from Physical Therapy, Occupational Therapy, and Speech-Language Pathology) participated in our pilot. Sessions were highly attended [100% (n = 9) sessions 1 and 2, 89% (n = 8) session 3]. Participants who completed the curriculum reported increased self-rated confidence in knowledge of serious illness and ability to communicate prognostic information and recommendations for care transitions with patients, families, and colleagues. In addition, 78% of participants would recommend the curriculum to a colleague and strongly agreed that curricular content and skills were relevant to their clinical practice. Pilot results suggest that implementing an SIC curriculum for hospital-based rehabilitation clinicians is feasible, given high rates of completion and satisfaction.

Top Ten Tips Palliative Care Clinicians Should Know About Physical Therapy, Occupational Therapy, and Speech Language Pathology.

This article provides guidance on the integral role of physical therapy, occupational therapy (OT), and speech language pathology (SLP) in palliative care (PC), underlining the necessity for effective communication between physicians and therapists, the importance of caregiver education and support, the application of holistic treatment modalities in OT, the underutilization of resources in PC settings, the role of SLP professionals in feeding and nutrition, and the challenges in communication during the advanced stages of illness. The article draws on various studies and expert opinions to elucidate these issues, offering a valuable resource to health care professionals in ensuring high-quality patient-centered PC.

Spilling over at the boiling point: A commentary on the need for dyadic approaches to psychosocial care with older adults and their care-partners in postacute rehabilitation.

PURPOSE/OBJECTIVE: Older adults typically receive rehabilitation services following an acute medical event within the context of declining health. Post-acute rehabilitation often serves as a "boiling point" for health needs and is met with numerous shared emotional stressors related to recovery, long-term care, and end-of-life considerations among older patients and their care-partners-referred to together as a dyad. Psychosocial intervention that targets patients and care-partners separately misses the opportunity to support dyads who typically navigate health-related emotional challenges together. In the context of chronic and serious illness, dyadic interventions (i.e., patient and informal care-partner, together) can successfully reduce emotional distress as well as improve communication and collaborative illness management. However, this approach has yet to be applied to older post-acute rehabilitation patients and their care-partners. RESEARCH METHOD/DESIGN: In this commentary, we outline the need for dyadic psychosocial intervention approaches with older adults and their family care-partners in the context of post-acute rehabilitation. RESULTS: First, we provide evidence for the potential benefits of a dyadic approach to psychosocial care. Next, we review theoretical models as well as clinically relevant confounding factors that can inform dyadic psychosocial case conceptualization and intervention. Finally, we offer a real-world clinical case example that demonstrates the opportunity for dyadic intervention to address common psychosocial challenges seen by psychologists in post-acute rehabilitation settings. CONCLUSIONS/IMPLICATIONS: Our goal is to encourage rehabilitation psychologists to view dyadic intervention as a first-line approach to psychosocial care with the growing population of older adults and their family care-partners in post-acute rehabilitation settings. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Identification of Disability Subgroups for Patients After Ischemic Stroke.

OBJECTIVE: The aims of this study were to identify disability subgroups among patients hospitalized for ischemic stroke and to determine the predictors and distal outcomes for the disability subgroups. METHODS: A retrospective, cross-sectional study design was used. Data on patients after ischemic stroke were collected from the electronic health records at 5 hospitals within a single health system. Covariates included social and demographic factors. Disability was characterized according to the Activity Measure for Post-Acute Care assessment. Distal outcomes were physical therapist treatment use, occupational therapist treatment use, and discharge disposition. Latent class analysis was used to identify disability subgroups of patients hospitalized for ischemic stroke. RESULTS: A total of 1549 patients were included in the analyses. Five disability subgroups were identified and labeled as follows: globally impaired (subgroup 1), impaired dynamic balance (subgroup 2), impaired self-care (subgroup 3), impaired mobility (subgroup 4), and independent (subgroup 5). Physical therapist treatment use (χ24 = 113.21 [P < .001]) and occupational therapist treatment use (χ24 = 122.97 [P < .001]) varied significantly across the disability subgroups. The globally impaired group had the highest probability of physical and occupational therapist treatment use. Similarly, discharge disposition varied across the subgroups (for home without services, χ24 = 246.61 [P < .001]; for home with home health care, χ24 = 35.49 [P < .001]; for institutional discharge, χ24 = 237.18 [P < .001]). The independent subgroup had the highest probability of discharge to home without services. CONCLUSION: Five disability subgroups were identified for patients after ischemic stroke. The disability subgroups provide a common language for clinicians to organize the heterogeneity of disability after stroke. IMPACT: Using the disability subgroups, the multidisciplinary team might be able to improve the accuracy and efficiency of care decisions. The number of current rehabilitation interventions is indeterminable; these subgroups may help to guide clinicians in selecting the most beneficial interventions for patients based on subgroup membership.

The Healthcare Experience of Autistic Patients in Orthopaedic Surgery and Closely Related Fields: A Scoping Review.

Orthopaedic and related care has the potential to present unique obstacles for patients with a range of autism manifestations. In this review, we aim to describe and analyze the literature on autistic patients' experience within orthopaedics and closely related fields. This literature search utilized the PubMed, Embase, and Cumulative Index to Nursing and Allied Health Literature databases. Three major concepts were built into the search terms: (1) patients on the autism spectrum; (2) patient experience; and (3) movement sciences, including orthopaedics, physical medicine and rehabilitation (PM&R), occupational therapy (OT), and physical therapy (PT). Our search yielded 35 topical publications, with the major topic areas addressed as follows: (1) clinical and perioperative management, (2) therapy interventions, (3) participation in exercise and social play, (4) sensory management and accommodations, (5) caregiver/parent training and involvement in care, (6) healthcare needs and barriers to care, and (7) utilization of technology. In the current literature, there are no studies that attempt to directly assess autistic patient experience with care practices and clinical environments in orthopaedics. Rigorous, direct examination of the experience of autistic patients within clinical orthopaedic settings is urgently needed to address this gap.

Functional status and therapy for older adults with diffuse large B-cell lymphoma in nursing homes: A population-based study.

OBJECTIVES: To characterize the prevalence of functional and cognitive impairments, and associations between impairments and treatment among older patients with diffuse large B cell lymphoma (DLBCL) receiving nursing home (NH) care. METHODS: We used the Surveillance, Epidemiology, and End Results-Medicare database to identify beneficiaries diagnosed with DLBCL 2011-2015 who received care in a NH within -120 ~ +30 days of diagnosis. Multivariable logistic regression was used to compare receipt of chemoimmunotherapy (including multi-agent, anthracycline-containing regimens), 30-day mortality, and hospitalization between NH and community-dwelling patients, estimating odds ratios (OR) and 95% confidence interval (CI). We also examined overall survival (OS). Among NH patients, we examined receipt of chemoimmunotherapy based on functional and cognitive impairment. RESULTS: Of the eligible 649 NH patients (median age: 82 years), 45% received chemoimmunotherapy; among the recipients, 47% received multi-agent, anthracycline-containing regimens. Compared with community-dwelling patients, those in a NH were less likely to receive chemoimmunotherapy (OR: 0.34, 95%CI: 0.29-0.41), had higher 30-day mortality (OR: 2.00, 95%CI: 1.43-2.78) and hospitalization (OR: 1.51, 95%CI: 1.18-1.93), and poorer OS (hazard ratio: 1.36, 95%CI: 1.11-1.65). NH patients with severe functional (61%) or any cognitive impairment (48%) were less likely to receive chemoimmunotherapy. CONCLUSIONS: High rates of functional and cognitive impairment and low rates of chemoimmunotherapy were observed among NH residents diagnosed with DLBCL. Further research is needed to better understand the potential role of novel and alternative treatment strategies and patient preferences for treatment to optimize clinical care and outcomes in this high-risk population.

Trends in post-acute care and outcomes for Medicare beneficiaries hospitalized for heart failure between 2008 and 2015.

BACKGROUND: Heart failure (HF) is the leading cause of hospitalization among older adults in the United States and results in high rates of post-acute care (PAC) utilization. Federal policies have focused on shifting PAC to less intensive settings and reducing length of stay to lower spending. This study evaluates the impact of policy changes on PAC use among Medicare beneficiaries hospitalized with HF between 2008 and 2015 by (1) characterizing trends in PAC use and cost and (2) evaluating changes in readmission, mortality, and days in the community, overall and by frailty. METHODS: Annual cross-section prospective cohorts of all HF admissions between 1/1/2008 and 9/30/2015 among a 20% random sample of all Medicare Fee-for-Service beneficiaries (n = 718,737). The Claims-based Frailty Index (CFI) was used to classify frailty status. Multivariable regression models were used to evaluate trends in first discharge location, readmissions, mortality, days alive in the community, and costs; overall and by frailty status. RESULTS: Frailty was prevalent among HF patients: 54.1% were prefrail, 37.0% mildly frail, and 6.9% moderate to severely frail. Between 2008 and 2015, almost 4% more HF beneficiaries received PAC, with most of the increase concentrated in skilled nursing facilities (SNF) (+2.3%) and home health agencies (HHA) (+1.1%), and PAC cost increased by $123 (3.5%). Over the 180-days follow-up after hospitalization, hospital readmissions decreased significantly (-3.4% at 30-day; -6.3% at 180-day), days alive in the community increased (+1.5), and 180-day Medicare costs declined $2948 (-18.7%) without negative impact in mortality (except a minor increase in the pre-frail group). Gains were greatest among the frailest patients. CONCLUSIONS: Medicare beneficiaries hospitalized with HF spent more time in the community and experienced lower rehospitalization rates at lower cost without significant increases in mortality. However, important opportunities remain to optimize care for frail older adults hospitalized with HF.

Advancing Communication and Decision-making for Older Adults Discharged to Skilled Nursing Facilities-Not Where but Why?

This Viewpoint addresses the active role that clinicians can take in communicating with older patients in postacute care as they reflect and make decisions regarding their future.

Association of Function, Symptoms, and Social Support Reported in Standardized Outpatient Clinic Questionnaires With Subsequent Hospital Discharge Disposition and 30-Day Readmissions.

OBJECTIVE: To determine whether patient-reported information, routinely collected in an outpatient setting, is associated with readmission within 30 days of discharge and/or the need for post-acute care after a subsequent hospital admission. DESIGN: Retrospective cohort study. Six domains of patient-reported information collected in the outpatient setting (psychological distress, respiratory symptoms, musculoskeletal pain, family support, mobility, and activities of daily living [ADLs]) were linked to electronic health record hospitalization data. Mixed effects logistic regression models with random intercepts were used to identify the association between the 6 domains and outcomes. SETTING: Outpatient clinics and hospitals in a Midwestern health system. PARTICIPANTS: 7671 patients who were hospitalized 11,445 times between May 2004 and May 2014 (N=7671). INTERVENTION: None. MAIN OUTCOME MEASURES: 30-day hospital readmission and discharge home vs facility. RESULTS: Domains were significantly associated with 30-day readmission and placement in a facility. Specifically, mobility (odds ratio [OR]=1.30; 95% confidence interval [CI], 1.16, 1.46), ADLs (OR=1.27; 95% CI, 1.13, 1.42), respiratory symptoms (OR=1.26; 95% CI, 1.12, 1.41), and psychological distress (OR=1.20; 95% CI, 1.07, 1.35) had the strongest associations with 30-day readmission. The ADL (OR=2.52; 95% CI, 2.26, 2.81), mobility (OR=2.35; 95% CI, 2.10, 2.63), family support (OR=2.28; 95% CI, 1.98, 2.62), and psychological distress (OR=1.38; 95% CI, 1.25, 1.52) domains had the strongest associations with discharge to an institution. CONCLUSIONS: Patient-reported function, symptoms, and social support routinely collected in outpatient clinics are associated with future 30-day readmission and discharge to an institutional setting. Whether these data can be leveraged to guide interventions to address patient needs and improve outcomes requires further research.

Association of Physical Therapy Treatment Frequency in the Acute Care Hospital With Improving Functional Status and Discharging Home.

BACKGROUND: Physical therapists (PTs) are consulted to address functional deficits during hospitalization, but the effect of PT visit frequency on patients' outcomes is not clear. OBJECTIVE: The objective of this study was to examine whether PT visit frequency is independently associated with functional improvement, discharge home, and both outcomes combined. RESEARCH DESIGN: This was a retrospective cohort study. SUBJECTS: Patients discharged from hospitals in 1 health system between 2017 and 2020, stratified by diagnostic subgroup: cardiothoracic and vascular, general medical/surgical, neurological, oncology, and orthopedic. MEASURES: PT visit frequency was categorized as ≤2, >2-4, >4-7, >7 visits/week. Functional improvement was defined as ≥5-point improvement in Activity Measure for Post-Acute Care mobility score. Other outcomes were discharge home and both outcomes combined. RESULTS: There were 243,779 patients included. Proportions within frequency categories ranged from 11.0% (>7 visits/wk) to 40.5% (≤2 visits/wk) and varied by subgroup. In the full sample, 36% of patients improved function, 64% were discharged home, and 27% achieved both outcomes. In adjusted analyses, relative to ≤2 visits/week, the adjusted relative risk (aRR) for functional improvement increased incrementally with higher frequency (aRR=1.20, 95% confidence interval: 1.14-1.26 for >2-4 visits to aRR=1.78, 95% confidence interval: 1.55-2.03 for >7 visits). For all patients and within subgroups, the higher frequency was also associated with a greater likelihood of discharging home and achieving both outcomes. CONCLUSIONS: More frequent PT visits during hospitalization may facilitate functional improvement and discharge home. Most patients, however, receive infrequent visits. Further research is needed to determine the optimal delivery of PT services to meet individual patient needs.

Functional Status and Survival in Older Nursing Home Residents With Advanced Non-Small-Cell Lung Cancer: A SEER-Medicare Analysis.

PURPOSE: Many older patients with advanced lung cancer have functional limitations and require skilled nursing home care. Function, assessed using activities of daily living (ADL) scores, may help prognostication. We investigated the relationship between ADL impairment and overall survival among older patients with advanced non-small-cell lung cancer (NSCLC) receiving care in nursing homes. METHODS: Using the SEER-Medicare database linked with Minimum Data Set assessments, we identified patients age 65 years and older with NSCLC who received care in nursing homes from 2011 to 2015. We used Cox regression and Kaplan-Meier survival curves to examine the relationship between ADL scores and overall survival among all patients; among patients who received systemic cancer chemotherapy or immunotherapy within 3 months of NSCLC diagnosis; and among patients who did not receive any treatment. RESULTS: We included 3,174 patients (mean [standard deviation] age, 77 [7.4] years [range, 65-102 years]; 1,664 [52.4%] of female sex; 394 [12.4%] of non-Hispanic Black race/ethnicity), 415 (13.1%) of whom received systemic therapy, most commonly with carboplatin-based regimens (n = 357 [86%] patients). The median overall survival was 3.1 months for patients with ADL score < 14, 2.8 months for patients with ADL score between 14 and 17, 2.3 months for patients with ADL score between 18-19, and 1.8 months for patients with ADL score 20+ (log-rank P < .001). The ADL score was associated with increased risk of death (hazard ratio [HR], 1.20; 95% CI, 1.16 to 1.25 per standard deviation). One standard deviation increase in the ADL score was associated with lower overall survival rate among treated (HR, 1.14; 95% CI, 1.02 to 1.27) and untreated (HR, 1.20; 95% CI, 1.15 to 1.26) patients. CONCLUSION: ADL assessment stratified mortality outcomes among older nursing home adults with NSCLC, and may be a useful clinical consideration in this population.

Healthcare utilization and costs among high-need and frail Mexican American Medicare beneficiaries.

OBJECTIVES: To examine Medicare health care spending and health services utilization among high-need population segments in older Mexican Americans, and to examine the association of frailty on health care spending and utilization. METHODS: Retrospective cohort study of the innovative linkage of Medicare data with the Hispanic Established Populations for the Epidemiologic Study of the Elderly (H-EPESE) were used. There were 863 participants, which contributed 1,629 person years of information. Frailty, cognition, and social risk factors were identified from the H-EPESE, and chronic conditions were identified from the Medicare file. The Cost and Use file was used to calculate four categories of Medicare spending on: hospital services, physician services, post-acute care services, and other services. Generalized estimating equations (GEE) with a log link gamma distribution and first order autoregressive, correlation matrix was used to estimate cost ratios (CR) of population segments, and GEE with a logit link binomial distribution was applied to estimate odds ratios (OR) of healthcare use. RESULTS: Participants in the major complex chronic illness segment who were also pre-frail or frail had higher total costs and utilization compared to the healthy segment. The CR for total Medicare spending was 3.05 (95% CI, 2.48-3.75). Similarly, this group had higher odds of being classified in the high-cost category 5.86 (95% CI, 3.35-10.25), nursing home care utilization 11.32 (95% CI, 3.88-33.02), hospitalizations 4.12 (95% CI, 2.88-5.90) and emergency room admissions 4.24 (95% CI, 3.04-5.91). DISCUSSION: Our findings highlight that frailty assessment is an important consideration when identifying high-need and high-cost patients.

Making the Case for Patient-Reported Outcome Measures in Big-Data Rehabilitation Research: Implications for Optimizing Patient-Centered Care.

Advances in data science and timely access to health informatics provide a pathway to integrate patient-reported outcome measures (PROMs) into clinical workflows and optimize rehabilitation service delivery. With the shift toward value-based care in the United States health care system, as highlighted by the recent Centers for Medicare and Medicaid Services incentive and penalty programs, it is critical for rehabilitation providers to systematically collect and effectively use PROMs to facilitate evaluation of quality and outcomes within and across health systems. This editorial discusses the potential of PROMs to transform clinical practice, provides examples of health systems using PROMs to guide care, and identifies barriers to aggregating data from PROMs to conduct health services research. The article proposes 2 priority areas to help advance rehabilitation health services research: (1) standardization of collecting PROMs data in electronic health records to facilitate comparing health system performance and quality and (2) increased partnerships between rehabilitation providers, researchers, and payors to accelerate health system learning. As health care reform continues to emphasize value-based payment strategies, it is essential for the field of physical medicine and rehabilitation to be at the forefront of demonstrating its value in the care continuum.

Global Risk Indicator and Therapy for Older Patients With Diffuse Large B-Cell Lymphoma: A Population-Based Study.

PURPOSE: To examine the impact of global risk, a measure comprising age, comorbidities, function, and cognitive statuses, on treatment selection and outcomes among older home care recipients with diffuse large B-cell lymphoma. METHODS: From SEER-Medicare, we selected home care recipients diagnosed with diffuse large B-cell lymphoma in 2011-2015, who had pretreatment Outcome and Assessment Information Set (OASIS) evaluations. We created a global risk indicator categorizing patients as low-, moderate-, or high-risk on the basis of OASIS assessments. We examined the association of global risk with receipt of therapy and among chemotherapy recipients, with mortality, emergency department visits, hospitalization, and intensive care unit admission within 30 days from first treatment in logistic models, reporting adjusted odds ratios (OR) with 95% CI. We compared overall survival across risk groups estimating adjusted hazard ratios. RESULTS: Of the 1,232 patients (median age, 80 years), 65% received chemotherapy. High-risk patients (v moderate-risk) were less likely to receive any chemotherapy (OR, 0.50; 95% CI, 0.39 to 0.64) and curative regimens (OR, 0.59; 95% CI, 0.40 to 0.86) if treated, although even in the moderate-risk group, only 61% received curative regimens. High-risk patients were more likely to experience acute mortality (OR, 2.24; 95% CI, 1.43 to 3.52), emergency department visits (OR, 1.35; 95% CI, 1.00 to 1.83), hospitalization (OR, 1.60; 95% CI, 1.19 to 2.17), or intensive care unit admission (OR, 1.52; 95% CI, 1.04 to 2.22) and had inferior overall survival (hazard ratio, 1.41; 95% CI, 1.11 to 1.78). CONCLUSION: Global risk on the basis of OASIS is easily available, suggesting a potential way to improve patient selection for curative treatment and institution of preventive measures.

Ability of the Functional Assessment in Acute Care Multidimensional Computerized Adaptive Test (FAMCAT) to Predict Discharge to Institutional Postacute Care.

OBJECTIVE: To characterize the ability of the patient-reported Functional Assessment in Acute Care Multidimensional Computerized Adaptive Test (FAMCAT) domains to predict discharge disposition when administered during acute care stays. DESIGN: Cohort study. Logistic regression models were estimated to identify the ability of FAMCAT domains to predict discharge to an institution for postacute care (PAC). SETTING: Academic medical center. PARTICIPANTS: Patients admitted to general medicine services from June 2016 to June 2019 (n = 4240). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE(S): Discharge to an institution. RESULTS: In this sample, 10.5% of patients were discharged to an institution for rehabilitation versus home. FAMCAT domain scores were highly predictive of discharge to institutional PAC. Daily Activity and Basic Mobility domains had excellent discriminative ability for discharge to an institution (c-statistic, 0.83 and 0.87, respectively). In best fit models accounting for additional characteristics, discrimination was outstanding for Daily Activity (c-statistic, 0.91; 95% confidence interval, 0.89-0.94) and Basic Mobility (c-statistic 0.92; 95% confidence interval, 0.89-0.94). CONCLUSIONS: The FAMCAT Daily Activity and Basic Mobility domains demonstrated excellent discrimination for identifying patients who discharged to an institutional setting for rehabilitation and outstanding discrimination when adjusted for salient patient factors associated with discharge disposition. Estimates obtained in this investigation are comparable to the best discrimination achieved with clinician-rated measures to identify patients who would require institutional PAC.

Spinal Cord Injury-Functional Index/Capacity: Responsiveness to Change Over Time.

OBJECTIVE: To establish responsiveness of 3 Spinal Cord Injury-Functional Index/Capacity (SCI-FI/C) item banks in the first year after spinal cord injury (SCI). DESIGN: Longitudinal patient-reported outcomes assessment replicated through secondary analysis of an independent data set. SETTING: A total of 8 SCI Model Systems rehabilitation hospitals in the United States. PARTICIPANTS: Study 1 participants included 184 adults with recent (≤4 months) traumatic SCI and 221 community-dwelling adults (>1 year post injury) (N=405). Study 2 participants were 418 individuals with recent SCI (≤4 months) (N=418). INTERVENTIONS: In study 1, SCI-FI/C computer adaptive tests were presented in a standardized interview format either in person or by phone call at baseline and 6-month follow-up. Responsiveness was examined by comparing 6-month changes in SCI-FI scores within and across samples (recently injured vs community-dwelling) because only the recent injury sample was expected to exhibit change over time. Effect sizes were also computed. In study 2, the study 1 results were cross-validated in a second sample with recent SCI 1 year after baseline measurement. Study 2 also compared the SCI-FI/C measures' responsiveness to that of the Self-reported Functional Measure (SRFM) and stratified results by injury diagnosis and completeness. MAIN OUTCOME MEASURES: The SCI-FI Basic Mobility/C, Self-care/C and Fine Motor/C item banks (study 1 and study 2); Self-reported Functional Measure SRFM (study 2 only). RESULTS: In study 1, changes in SCI-FI/C scores between baseline and 6-month follow-up were statistically significant (P<.01) for recently injured individuals. SCI-FI Basic Mobility/C, Self-care/C, and Fine Motor/C item banks demonstrated small to medium effect sizes in the recently injured sample. In the community-dwelling sample, all SCI-FI/C effects were negligible (ie, effect size<0.08). Study 2 results were similar to study 1. As expected, SCI-FI Basic Mobility/C and Self-care/C were responsive to change for all individuals in study 2, whereas the SCI-FI Fine Motor/C was responsive only for individuals with tetraplegia and incomplete paraplegia. The SRFM demonstrated a medium effect size for responsiveness (effect size=0.65). CONCLUSIONS: The SCI-FI Basic Mobility/C and Self-care/C banks demonstrate adequate sensitivity to change at 6 months and 1 year for all individuals with SCI, while the SCI-FI/C Fine Motor item bank is sensitive to change in individuals with tetraplegia or incomplete paraplegia. All SCI-FI/C banks demonstrate stability in a sample not expected to change. Results provide support for the use of these measures for research or clinical use.

Leveraging survey and claims data to identify high-need Medicare beneficiaries in the National Health and Aging Trends Study.

BACKGROUND: Multiple algorithms have been developed to identify and characterize the high-need (HN) Medicare population. However, they vary in components and yield different populations, and were developed for varying purposes. We compared the performance of existing survey and claims-based definitions in identifying HN beneficiaries and predicting poor outcomes among a community-dwelling population. METHODS: A retrospective cohort study using Round 5 (2015) of the National Health and Aging Trends Study (NHATS) linked with Medicare claims. We applied HN definitions from previous studies to our cohort of community-dwelling, fee-for-service beneficiaries (n = 4201) using sampling weights to obtain nationally representative estimates. The Bélanger et al. (2019) definition defines HN as individuals with complex conditions, multi-morbidity, acute and post-acute healthcare utilization, dependency in activities of daily living, and frailty. The Hayes et al. (2016) definition defines HN as individuals with 3+ chronic conditions and a functional limitation. We applied each definition to survey and claims data. Outcomes were hospitalization or mortality in the subsequent year. RESULTS: The proportion of NHATS respondents classified as HN varied greatly across definitions, ranging from 3.1% using the claims-based Hayes definition to 32.9% using the survey-based Bélanger definition. HN respondents had significantly higher mortality and hospitalization rates in 2016. Although all definitions had good specificity, none were able to predict outcomes in the following year with good accuracy. CONCLUSIONS: While mortality and hospitalization rates were significantly higher among respondents classified as HN, existing claims and survey-based HN definitions were not able to accurately predict future outcomes in a community-dwelling, nationally representative sample measured by the area under the curve.