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Fernando RL, Inacio MC, Sluggett JK, Ward SA, Beattie E, Khadka J, Caughey GE. Quality and Safety Indicators for Care Transitions by Older Adults: A Scoping Review. J Am Med Dir Assoc 2025; 26:105424. [PMID: 39706576 DOI: 10.1016/j.jamda.2024.105424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2024] [Revised: 11/08/2024] [Accepted: 11/17/2024] [Indexed: 12/23/2024]
Abstract
OBJECTIVE To identify quality and safety indicators routinely used to monitor, evaluate, and improve care transitions for older adults globally. DESIGN A scoping literature review. SETTING AND PARTICIPANTS This review identified indicators used internationally to monitor and evaluate the quality and safety of care transitions by older adults. Care transitions were defined as the transfer of health care at least once between care settings. METHODS A search of academic and gray literature identified indicators that were publicly available, used routinely at the population level, and reported on since 2012. Indicators were summarized by care domain (ie, hospitalization, consumer experience, access/waiting times, communication, follow-up, and medication-related), type (structure, process, outcome), quality dimension (patient centeredness, timeliness, effectiveness, efficiency, safety, and equity), data collection approach, reporting strategies, and care settings involved. RESULTS The review identified 361 quality indicators from 89 programs across 12 countries. Care domains included hospitalization (n = 112; 31.0%), consumer experience (n = 82; 22.7%), access/waiting times (n = 63; 17.5%), communication (n = 40; 11.1%), follow-up (n = 40; 11.1%), and medication-related (n = 24; 6.6%). Indicators measured outcomes (n = 227; 62.9%) or processes (n = 134; 37.1%) and represented the dimensions of patient centeredness (n = 155, 42.9%), timeliness (n = 91; 25.2%), and effectiveness (n = 87; 24.1%), efficiency (n = 18; 5.0%) and safety (n = 10; 2.8%). Most indicators were constructed from survey (n = 160; 44.3%) or administrative data (n = 138; 38.2%); 69% (n = 249) were publicly reported and 80% (n = 287) measured transitions related to acute settings. CONCLUSIONS AND IMPLICATIONS Eighty-nine international programs routinely monitor the quality and safety of care transitions, and focus on the domains of hospitalization, access and waiting times, and communication. Considering the vulnerability of older adults as they transition across settings and providers, it is important to ensure holistic measurement of the quality of these care transitions to identify sub-optimal transitions, inform quality improvement, and ultimately improve outcomes for older adults.
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Affiliation(s)
- Rangika L Fernando
- Registry of Senior Australians Research Centre, Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Bedford Park, South Australia, Australia; Registry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia; Flinders University, College of Medicine and Public Health, Flinders Health and Medical Research Institute, Adelaide, South Australia, Australia.
| | - Maria C Inacio
- Registry of Senior Australians Research Centre, Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Bedford Park, South Australia, Australia; Registry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia; UniSA Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
| | - Janet K Sluggett
- Registry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia; UniSA Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
| | - Stephanie A Ward
- Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia; Department of Geriatric Medicine, The Prince of Wales Hospital, Randwick, New South Wales, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Elizabeth Beattie
- School of Nursing, Faculty of Health, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Jyoti Khadka
- Registry of Senior Australians Research Centre, Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Bedford Park, South Australia, Australia; Registry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Gillian E Caughey
- Registry of Senior Australians Research Centre, Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Bedford Park, South Australia, Australia; Registry of Senior Australians Research Centre, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia; UniSA Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia; Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, South Australia, Australia
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Shehu E, Kaskie B, Ohms K, Liebzeit D, Ashida S, Buck HG, Shane DM. Estimating Cost Savings of Care Coordination for Older Adults: Evidence from the Iowa Return to Community Program. Popul Health Manag 2025; 28:22-30. [PMID: 39714322 DOI: 10.1089/pop.2024.0192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2024] Open
Abstract
In response to rising costs associated with providing health care services to Americans over 65 years old, policymakers have called for the expansion of care coordination programs to reduce total spending while improving patient outcomes and provider efficiency. This study uses a Markov Chain model to estimate financial impacts associated with the implementation of a care coordination program across the state of Iowa. Estimates revealed an association between the implementation of the Iowa Return to Community (IRTC) and a reduction in health care service use, which yielded per capita cost savings of $7,920.24 over a 5-year span. Subgroup analysis showed that inclusion of informal care partners enhances these savings, as they contributed to reduced inpatient hospital use and deferred nursing home admissions. The continued expansion of the IRTC appears as a viable strategy to curtail aggregate health care spending while supporting older adults stay at home.
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Affiliation(s)
- Erblin Shehu
- College of Public Health, University of Iowa, Iowa City, Iowa, USA
| | - Brian Kaskie
- College of Public Health, University of Iowa, Iowa City, Iowa, USA
| | - Kent Ohms
- Division of Aging and Disability Services, Iowa Department of Health and Human Services, Des Moines, Iowa, USA
| | - Daniel Liebzeit
- College of Nursing, University of Iowa, Iowa City, Iowa, USA
| | - Sato Ashida
- College of Public Health, University of Iowa, Iowa City, Iowa, USA
- College of Nursing, University of Iowa, Iowa City, Iowa, USA
| | - Harleah G Buck
- College of Nursing, University of Iowa, Iowa City, Iowa, USA
| | - Dan M Shane
- College of Public Health, University of Iowa, Iowa City, Iowa, USA
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Darji N, Zhang B, Goldstein R, Shih SL, Iaccarino MA, Schneider JC, Zafonte R. Geographic Variation in Inpatient Rehabilitation Outcomes After Traumatic Brain Injury. J Head Trauma Rehabil 2025:00001199-990000000-00221. [PMID: 39750287 DOI: 10.1097/htr.0000000000001033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
Abstract
OBJECTIVE To determine whether regional variations exist in functional outcomes of patients with traumatic brain injury (TBI) admitted to inpatient rehabilitation facilities (IRFs) across the United States, while controlling for demographic and clinical variables. SETTING Inpatient rehabilitation facilities (IRFs) across 4 U.S. regions: West, Midwest, South, and East. PARTICIPANTS Adult patients with open or closed TBI (Rehabilitation Impairment Codes 2.21 or 2.22) discharged from an IRF between 2016 and 2019. DESIGN This is a retrospective analysis de-identified data from the Uniform Data System for Medical Rehabilitation. The study compared total functional independence measure (FIM) scores and discharge dispositions across the 4 regions. MAIN MEASURES Primary outcomes were FIM scores at discharge, changes in FIM scores between admission and discharge, and community discharge rates, adjusted for demographic and clinical factors. Cohen's d effect sizes were calculated to assess the clinical significance of regional differences on FIM scores. Prevalence ratios were used for discharge disposition outcomes. RESULTS Regional differences were identified in functional outcomes for patients with TBI. The West had the highest community discharge rate (80.9%) compared to the East (70.5%). Discharge FIM scores were significantly lower in the Midwest and East compared to the South (-1.98 and - 2.31, respectively, P < .01), while the West showed no significant difference from the South (-0.78, P = .11). Effect sizes for FIM total scores were small across regions, with Cohen's d for West versus South at 0.017, Midwest versus South at 0.047, and East versus South at 0.047. Prevalence ratios for community discharge showed minor differences: West versus South at 1.010, Midwest versus South at 0.937, and East versus South at 0.918; all without statistical significance. CONCLUSIONS Regional disparities in functional outcomes following inpatient rehabilitation for TBI were observed, particularly in community discharge rates and total FIM scores. However, based on the effect sizes and prevalence ratios, these differences may not be clinically meaningful and could not be fully explained by demographic and clinical factors. Further studies are needed to explore region-specific factors influencing rehabilitation efficacy to improve outcomes for patients with TBI nationwide.
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Affiliation(s)
- Nathan Darji
- Author Affiliations: Department of Orthopaedic Surgery and Rehabilitation, Wake Forest School of Medicine, Winston-Salem, North Carolina (Dr Darji); Department of Physical Medicine and Rehabilitation, Atrium Health Carolinas Rehabilitation, Charlotte, North Carolina (Dr Darji); Division of Physical Medicine and Rehabilitation, Department of Neurology, Texas Tech University Health Sciences Center, Lubbock, Texas (Dr Zhang); Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital/Harvard Medical School, Charlestown, Massachusetts (Drs Goldstein, Shih, Iaccarino, Schneider, and Zafonte); Massachusetts General Hospital, Boston, Massachusetts (Drs Shih, Iaccarino, and Zafonte); and Brigham and Women's Hospital, Boston, Massachusetts (Dr Zafonte)
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Knox S, Downer B, Haas A, Ottenbacher KJ. Successful Discharge to Community From Home Health Less Likely for People in Late Stages of Dementia. J Geriatr Phys Ther 2024; 47:77-84. [PMID: 38133896 PMCID: PMC10990837 DOI: 10.1519/jpt.0000000000000383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
BACKGROUND AND PURPOSE Several studies have established the efficacy of home health in meeting the health care needs of people with Alzheimer disease and related dementias (ADRD) and helping them to remain at home. However, transitioning to the community after discharge from home health presents challenges to patient safety and quality of life. The severity of an individual's functional impairments, cognitive limitations, and behavioral and psychological symptoms may compound these challenges. The purpose of this study was to examine the association between dementia severity and successful discharge to community (DTC) from home health. METHODS This was a retrospective study of 142 376 Medicare beneficiaries with ADRD. Successful DTC was defined as having no unplanned hospitalization or death within 30 days of DTC from home health. Successful DTC rates were calculated, and multilevel logistic regression was used to estimate the relative risk (RR) of successful DTC, by dementia severity category, adjusted for patient and clinical characteristics. Six dementia severity categories were identified using a crosswalk between items on the Outcome and Assessment Information Set and the Functional Assessment Staging Tool. RESULTS AND DISCUSSION Successful DTC occurred in 71.2% of beneficiaries. Beneficiaries in the 2 most severe dementia categories had significantly lower risk of successful DTC (category 6: RR = 0.90, 95% CI = 0.889-0.910; category 7: RR = 0.737, 95% CI = 0.704-0.770) than those in the least severe dementia category. The RR of successful DTC for people with ADRD decreased as the level of independence with oral medication management decreased and when there was an overall greater need for caregiver assistance. CONCLUSIONS Patient status at the time of admission to home health is associated with outcomes after discharge from home health. Early identification of people in advanced stages of ADRD provides an opportunity to implement strategies to facilitate successful DTC while people are still receiving home care services. The severity of ADRD and availability of caregiver assistance should be key considerations in planning for successful DTC for people with ADRD.
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Affiliation(s)
- Sara Knox
- Division of Physical Therapy, Medical University of South Carolina, Charleston, South Carolina, United States
| | - Brian Downer
- Department of Nutrition, Metabolism & Rehabilitation Sciences, University of Texas Medical Branch, 301 University Blvd, Galveston, Texas, 77555 United States
| | - Allen Haas
- Department of Preventative Medicine and Community Health, University of Texas Medical Branch, Galveston, Texas, United States
| | - Kenneth J. Ottenbacher
- Department of Nutrition, Metabolism & Rehabilitation Sciences, University of Texas Medical Branch, 301 University Blvd, Galveston, Texas, 77555 United States
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Cao YJ, Luo D. Post-Acute Care in Inpatient Rehabilitation Facilities Between Traditional Medicare and Medicare Advantage Plans Before and During the COVID-19 Pandemic. J Am Med Dir Assoc 2023; 24:868-875.e5. [PMID: 37148906 PMCID: PMC10073583 DOI: 10.1016/j.jamda.2023.03.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2022] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 04/08/2023]
Abstract
OBJECTIVES Compare post-acute care (PAC) utilization and outcomes in inpatient rehabilitation facilities (IRF) between beneficiaries covered by Traditional Medicare (TM) and Medicare Advantage (MA) plans during the COVID-19 pandemic relative to the previous year. DESIGN This multiyear cross-sectional study used Inpatient Rehabilitation Facility-Patient Assessment Instrument (IRF-PAI) data to assess PAC delivery from January 2019 to December 2020. SETTING AND PARTICIPANTS Inpatient rehabilitation for stroke, hip fracture, joint replacement, and cardiac and pulmonary conditions among Medicare beneficiaries 65 years or older. METHODS Patient-level multivariate regression models with difference-in-differences approach were used to compare TM and MA plans in length of stay (LOS), payment per episode, functional improvements, and discharge locations. RESULTS A total of 271,188 patients were analyzed [women (57.1%), mean (SD) age 77.8 (0.06) years], among whom 138,277 were admitted for stroke, 68,488 hip fracture, 19,020 joint replacement, and 35,334 cardiac and 10,069 pulmonary conditions. Before the pandemic, MA beneficiaries had longer LOS (+0.22 days; 95% CI: 0.15-0.29), lower payment per episode (-$361.05; 95% CI: -573.38 to -148.72), more discharges to home with a home health agency (HHA) (48.9% vs 46.6%), and less to a skilled nursing facility (SNF) (15.7% vs 20.2%) than TM beneficiaries. During the pandemic, both plan types had shorter LOS (-0.68 day; 95% CI: 0.54-0.84), higher payment (+$798; 95% CI: 558-1036), increased discharges to home with an HHA (52.8% vs 46.6%), and decreased discharges to an SNF (14.5% vs 20.2%) than before. Differences between TM and MA beneficiaries in these outcomes became smaller and less significant. All results were adjusted for beneficiary and facility characteristics. CONCLUSIONS AND IMPLICATIONS Although the COVID-19 pandemic affected PAC delivery in IRF in the same directions for both TM and MA plans, the timing, time duration, and magnitude of the impacts were different across measures and admission conditions. Differences between the 2 plan types shrank and performance across all dimensions became more comparable over time.
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Affiliation(s)
- Ying Jessica Cao
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA.
| | - Dian Luo
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, USA
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Pappadis MR, Chou LN, Howrey B, Al Snih S. Life-space mobility and post-hospitalization outcomes among older Mexican American Medicare beneficiaries. J Am Geriatr Soc 2023; 71:1617-1626. [PMID: 36779619 PMCID: PMC10175172 DOI: 10.1111/jgs.18281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 12/22/2022] [Accepted: 01/15/2023] [Indexed: 02/14/2023]
Abstract
BACKGROUND Older adults with limited mobility are at an increased risk of adverse health outcomes, an outcome inadequately investigated in older Mexican Americans. We explored whether pre-admission life-space mobility predicts post-hospitalization outcomes among hospitalized Mexican American Medicare beneficiaries. METHODS Life-space mobility, using the Life-Space Assessment (LSA), was analyzed using quartiles and 5-point intervals. Using the Hispanic Established Populations for the Epidemiologic Study of the Elderly (HEPESE) Waves 7 and 8 data linked to Medicare claims data, 426 older Mexican Americans with at least 2 months of Medicare coverage who were hospitalized within 2 years of completing the LSA were included. Logistic and Cox Proportional regression analyses estimated the association of pre-admission LSA with post-hospitalization outcomes. RESULTS Prior to hospitalization, 85.4% reported limited life-space mobility. Most patients (n = 322, 75.6%) were hospitalized for medical reasons. About 65% were discharged to the community. Pre-admission LSA scores were not associated with community discharge (Odds Ratio [OR] = 1.02, 0.95-1.10). Higher pre-admission LSA scores were associated with 30-day readmission (OR = 1.11, 1.01-1.22). Patients in the highest pre-admission LSA quartile (i.e., greatest life-space mobility) were less likely to die within 2 years after hospital discharge (OR = 0.61, 0.39-0.97) compared to those with lower pre-admission LSA scores. CONCLUSIONS Among older Mexican American Medicare beneficiaries, greater pre-admission LSA scores were associated with an increased risk of 30-day readmission and a decreased risk of mortality within 2 years following hospitalization. Future work should further investigate the relationship between LSA and post-hospitalization outcomes in a larger sample of Mexican American older adults.
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Affiliation(s)
- Monique R. Pappadis
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Sealy Center on Aging, UTMB, Galveston, TX, USA
| | - Lin-Na Chou
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Department of Biostatistics and Data Science, School of Public and Population Health, UTMB, Galveston, TX, USA
| | - Bret Howrey
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Department of Family Medicine, School of Medicine, UTMB, Galveston, TX
| | - Soham Al Snih
- Department of Population Health and Health Disparities, School of Public and Population Health, University of Texas Medical Branch (UTMB) at Galveston, Galveston, TX, USA
- Sealy Center on Aging, UTMB, Galveston, TX, USA
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Reistetter TA, Dean JM, Haas AM, Prochaska JD, Jupiter DC, Eschbach K, Kuo YF. Development and Evaluation of Rehabilitation Service Areas for the United States. BMC Health Serv Res 2023; 23:204. [PMID: 36859285 PMCID: PMC9976368 DOI: 10.1186/s12913-023-09184-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 02/15/2023] [Indexed: 03/03/2023] Open
Abstract
BACKGROUND Geographic areas have been developed for many healthcare sectors including acute and primary care. These areas aid in understanding health care supply, use, and outcomes. However, little attention has been given to developing similar geographic tools for understanding rehabilitation in post-acute care. The purpose of this study was to develop and characterize post-acute care Rehabilitation Service Areas (RSAs) in the United States (US) that reflect rehabilitation use by Medicare beneficiaries. METHODS A patient origin study was conducted to cluster beneficiary ZIP (Zone Improvement Plan) code tabulation areas (ZCTAs) with providers who service those areas using Ward's clustering method. We used US national Medicare claims data for 2013 to 2015 for beneficiaries discharged from an acute care hospital to an inpatient rehabilitation facility (IRF), skilled nursing facility (SNF), long-term care hospital (LTCH), or home health agency (HHA). Medicare is a US health insurance program primarily for older adults. The study population included patient records across all diagnostic groups. We used IRF, SNF, LTCH and HHA services to create the RSAs. We used 2013 and 2014 data (n = 2,730,366) to develop the RSAs and 2015 data (n = 1,118,936) to evaluate stability. We described the RSAs by provider type availability, population, and traveling patterns among beneficiaries. RESULTS The method resulted in 1,711 discrete RSAs. 38.7% of these RSAs had IRFs, 16.1% had LTCHs, and 99.7% had SNFs. The number of RSAs varied across states; some had fewer than 10 while others had greater than 70. Overall, 21.9% of beneficiaries traveled from the RSA where they resided to another RSA for care. CONCLUSIONS Rehabilitation Service Areas are a new tool for the measurement and understanding of post-acute care utilization, resources, quality, and outcomes. These areas provide policy makers, researchers, and administrators with small-area boundaries to assess access, supply, demand, and understanding of financing to improve practice and policy for post-acute care in the US.
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Affiliation(s)
- Timothy A Reistetter
- University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Dr, San Antonio, TX, 78229, USA.
| | - Julianna M Dean
- University of Houston-Clear Lake, 2700 Bay Area Blvd, Houston, TX, 77058, USA
| | - Allen M Haas
- The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX, 77030, USA
| | - John D Prochaska
- The University of Texas Medical Branch, 301 University Blvd, Galveston, TX, 77555, USA
| | - Daniel C Jupiter
- The University of Texas Medical Branch, 301 University Blvd, Galveston, TX, 77555, USA
| | - Karl Eschbach
- The University of Texas Medical Branch, 301 University Blvd, Galveston, TX, 77555, USA
| | - Yong-Fang Kuo
- The University of Texas Medical Branch, 301 University Blvd, Galveston, TX, 77555, USA
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Simmonds KP, Burke J, Kozlowski AJ, Andary M, Luo Z, Reeves MJ. Emulating Three Clinical Trials that Compare Stroke Rehabilitation at Inpatient Rehabilitation Facilities to Skilled Nursing Facilities. Arch Phys Med Rehabil 2022; 103:1311-1319. [PMID: 35245481 DOI: 10.1016/j.apmr.2021.12.029] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 12/12/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To inform the design of a potential future randomized controlled trial, we emulated three trials where patient-level outcomes were compared following stroke rehabilitation at Inpatient Rehabilitation Facilities (IRFs) to Skilled Nursing Facilities (SNFs). DESIGN Trials were emulated using a 1:1 matched propensity score analysis. The three trials differed as facilities from rehabilitation networks with different case-volumes were compared. Rehabilitation network case-volumes were based on the number of stroke patients that each hospital discharged to each specific IRF or SNF. Trial 1 included 60,529 patients from all networks, trial 2 included 34,444 patients from networks with medium- and large case-volumes (i.e., ≥5 patients), trial 3 included 19,161 patients from networks with large case-volumes (i.e., ≥10 patients). E-values were calculated to estimate the minimum strength that an unmeasured confounder would need to be to nullify the results. SETTING A national sample of IRFs and SNFs from across the United States. PARTICIPANTS Acute Fee-for-service Medicare stroke patients who received IRF or SNF based rehabilitation. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE(S) 1-year successful community discharge (home for >30 consecutive days) and all-cause mortality. RESULTS Overall, 29,500, 15,156, and 7,450 patients were matched for trials 1, 2 and 3. For 1-year successful community discharge, absolute risk differences for IRF patients were 0.21 (95% CI: 0.20, 0.22), 0.17 (95% CI: 0.16, 0.19), and 0.12 (95% CI: 0.10, 0.14) in trials 1, 2 and 3, respectively. For 1-year all-cause mortality, corresponding risk differences were -0.11 (95% CI: -0.12, -0.11), -0.11 (95% CI: -0.12, -0.09), and -0.08 (95% CI: -0.10, -0.06). E-values indicated that a moderately sized unmeasured confounder, with a relative risk of 1.6 to 2.0 would nullify differences in successful community discharge. CONCLUSION(S) IRF patients had superior outcomes, but differences were attenuated when IRFs and SNFs from larger rehabilitation networks were compared. The vulnerability of the findings to unmeasured confounding supports the need for an RCT.
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Affiliation(s)
- Kent P Simmonds
- Department of Epidemiology and Biostatistics, Michigan State University - College of Human Medicine
| | - James Burke
- Department of Neurology, University of Michigan School of Medicine, Ann Arbor, Mi
| | - Allan J Kozlowski
- Department of Epidemiology and Biostatistics, Michigan State University - College of Human Medicine; John F. Butzer Center for Research and Innovation, Mary Free Bed Rehabilitation Hospital
| | - Michael Andary
- Department of Physical Medicine & Rehabilitation, Michigan State University - College of Osteopathic Medicine
| | - Zhehui Luo
- Department of Epidemiology and Biostatistics, Michigan State University - College of Human Medicine
| | - Mathew J Reeves
- Department of Epidemiology and Biostatistics, Michigan State University - College of Human Medicine.
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A Post-Acute Care Function Process Quality Measure for the Collection of Standardized Self-Care and Mobility Data: Development, Implementation, and Quality Measure Scores. Arch Phys Med Rehabil 2022; 103:1061-1069. [DOI: 10.1016/j.apmr.2022.01.148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 01/11/2022] [Accepted: 01/12/2022] [Indexed: 11/18/2022]
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Bardenheier BH, Rahman M, Kosar C, Werner RM, Mor V. Successful Discharge to Community Gap of FFS Medicare Beneficiaries With and Without ADRD Narrowed. J Am Geriatr Soc 2021; 69:972-978. [PMID: 33300605 PMCID: PMC8049962 DOI: 10.1111/jgs.16965] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/09/2020] [Accepted: 11/12/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND/OBJECTIVES We sought to compare the post-acute and long-term care experience of Medicare beneficiaries with and without Alzheimer Disease and Related Dementias (ADRD), and whether differences changed from January 1, 2007 to September 30, 2015. DESIGN Retrospective cross-sectional trend study using Medicare claims linked to the Centers for Medicare & Medicaid Services' (CMS) Minimum Data Set. SETTING CMS-certified skilled nursing facilities (skilled nursing facility (SNF), n = 17,043). PARTICIPANTS Fee-for-service Medicare beneficiaries aged ≥66 years (n = 6,614,939) discharged from a hospital to a SNF who had not lived in a nursing home during the year before hospitalization. MEASUREMENTS ADRD was defined by the Chronic Condition Data Warehouse. Outcome measures included: (1) successful discharge defined as being in SNF less than 90 days, then discharged back to the community, alive without subsequent inpatient health care for 30 continuous days; (2) became long-stay resident in SNF; (3) death in SNF within 90 days; (4) hospital readmission within 30 days of entering SNF; and (5) transferred to another nursing home within 30 days of entering SNF. RESULTS Successful discharge of beneficiaries with ADRD increased from 43.4% in 2007 to 53.9% in 2015 (average annual percent change (AAPC) = 2.1 (95% CI = 2.0-2.2)); those without ADRD also increased (from 59.1% to 63.6%, AAPC = 0.9 (95% CI = 0.7-1.1)) but not as fast as those with ADRD (P < .01). The proportion of all beneficiaries who became long-stay or were readmitted to the hospital decreased (P < .05). The proportion with ADRD who became long-stay was nearly three times higher than those without throughout the study (15.0% vs 5.5% in 2007; 11.3% vs 4.3% in 2015). CONCLUSION Though disparity in ADRD in becoming long-stay residents remains, the increase in successful discharges among those with ADRD also stresses the increasing importance of community as a care setting for adults with ADRD.
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Affiliation(s)
- Barbara H. Bardenheier
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | - Momotazur Rahman
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | - Cyrus Kosar
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
| | - Rachel M. Werner
- Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Vincent Mor
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, Rhode Island
- Center for Gerontology and Healthcare Research, Brown University School of Public Health, Providence, Rhode Island
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Cao YJ, Nie J, Noyes K. Inpatient rehabilitation service utilization and outcomes under US ACA Medicaid expansion. BMC Health Serv Res 2021; 21:258. [PMID: 33743706 PMCID: PMC7981887 DOI: 10.1186/s12913-021-06256-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 03/08/2021] [Indexed: 11/10/2022] Open
Abstract
Background To investigate the impact of the US Medicaid expansion on care utilization and health outcomes of patients treated in the inpatient rehabilitation facilities (IRF). Methods A retrospective observational study with a difference-in-difference design. The data was obtained from Inpatient Rehabilitation Facility – Patient Assessment Instrument (IRF-PAI). Sample included all Medicaid beneficiaries (aged 18–64 years) who received initial inpatient rehabilitation for stroke, hip fracture (acute conditions), or joint replacement (elective condition) (N = 14,917) before (2013) and after (2016) the expansion. The study estimated the differences in length of stay, functional improvement, and possibility of returning to community before and after ACA Medicaid expansion in the expansion regions relative to the non-expansion regions. The analysis was fully adjusted for patient demographics, health conditions, facility characteristics and time trends. Results Compared with non-expansion states, service volume in the expansion regions increased more for the two acute conditions (49 and 27% vs. 1% and − 4%) and decreased less for the selective condition (− 12% vs. -34%) after ACA Medicaid expansion. Medicaid expansion was associated with significant decreases in patient functional improvements (− 1.63 points for stroke, − 3.61 points for fracture and − 2.73 points for joint; P < 0.05). Length of stay and the possibility of returning to community after discharge were not significantly different. Conclusions Medicaid expansion was associated with increases in the utilization of inpatient rehabilitation services and decreases in the patient functional improvements. Cautions should be taken with the decreases in functional improvements among some subpopulation in the short-term; longer follow up periods are needed to account for gradual changes in patient needs.
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Affiliation(s)
- Ying Jessica Cao
- Department of Population Health Sciences, University of Wisconsin - Madison, 760B WARF Office Building, 610 Walnut St, Madison, WI, 53726, USA. .,Department of Epidemiology and Environmental Health, Division of Health Services Policy and Practice, The State University of New York - Buffalo, Buffalo, NY, USA.
| | - Jing Nie
- Department of Epidemiology and Environmental Health, Division of Health Services Policy and Practice, The State University of New York - Buffalo, Buffalo, NY, USA
| | - Katia Noyes
- Department of Epidemiology and Environmental Health, Division of Health Services Policy and Practice, The State University of New York - Buffalo, Buffalo, NY, USA
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12
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Cary MP, Zhuang F, Draelos RL, Pan W, Amarasekara S, Douthit BJ, Kang Y, Colón-Emeric CS. Machine Learning Algorithms to Predict Mortality and Allocate Palliative Care for Older Patients With Hip Fracture. J Am Med Dir Assoc 2021; 22:291-296. [PMID: 33132014 PMCID: PMC7867606 DOI: 10.1016/j.jamda.2020.09.025] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 09/18/2020] [Accepted: 09/21/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES To evaluate a machine learning model designed to predict mortality for Medicare beneficiaries aged >65 years treated for hip fracture in Inpatient Rehabilitation Facilities (IRFs). DESIGN Retrospective design/cohort analysis of Centers for Medicare & Medicaid Services Inpatient Rehabilitation Facility-Patient Assessment Instrument data. SETTING AND PARTICIPANTS A total of 17,140 persons admitted to Medicare-certified IRFs in 2015 following hospitalization for hip fracture. MEASURES Patient characteristics include sociodemographic (age, gender, race, and social support) and clinical factors (functional status at admission, chronic conditions) and IRF length of stay. Outcomes were 30-day and 1-year all-cause mortality. We trained and evaluated 2 classification models, logistic regression and a multilayer perceptron (MLP), to predict the probability of 30-day and 1-year mortality and evaluated the calibration, discrimination, and precision of the models. RESULTS For 30-day mortality, MLP performed well [acc = 0.74, area under the receiver operating characteristic curve (AUROC) = 0.76, avg prec = 0.10, slope = 1.14] as did logistic regression (acc = 0.78, AUROC = 0.76, avg prec = 0.09, slope = 1.20). For 1-year mortality, the performances were similar for both MLP (acc = 0.68, AUROC = 0.75, avg prec = 0.32, slope = 0.96) and logistic regression (acc = 0.68, AUROC = 0.75, avg prec = 0.32, slope = 0.95). CONCLUSION AND IMPLICATIONS A scoring system based on logistic regression may be more feasible to run in current electronic medical records. But MLP models may reduce cognitive burden and increase ability to calibrate to local data, yielding clinical specificity in mortality prediction so that palliative care resources may be allocated more effectively.
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Affiliation(s)
- Michael P Cary
- School of Nursing, Duke University, Durham, NC, USA; Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA.
| | - Farica Zhuang
- Department of Computer Science, Duke University, Durham, NC, USA
| | - Rachel Lea Draelos
- Department of Computer Science, Duke University, Durham, NC, USA; School of Medicine, Duke University, Durham, NC, USA
| | - Wei Pan
- School of Nursing, Duke University, Durham, NC, USA
| | | | | | - Yunah Kang
- School of Nursing, Duke University, Durham, NC, USA
| | - Cathleen S Colón-Emeric
- Center for the Study of Aging and Human Development, Duke University, Durham, NC, USA; School of Medicine, Duke University, Durham, NC, USA; Geriatric Research, Education and Clinical Center, Durham Veterans Affairs Medical Center, Durham, NC, USA
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13
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van der Laag PJ, Arends SAM, Bosma MS, van den Hoogen A. Factors associated with successful rehabilitation in older adults: A systematic review and best evidence synthesis. Geriatr Nurs 2021; 42:83-93. [PMID: 33387828 DOI: 10.1016/j.gerinurse.2020.11.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Revised: 11/22/2020] [Accepted: 11/24/2020] [Indexed: 01/23/2023]
Abstract
Purpose; Returning to community living is an indicator for successful rehabilitation in older adults admitted to geriatric rehabilitation. Predicting successful rehabilitation could contribute to the deployment of early discharge planning, and leads to a more custom-made rehabilitation trajectory. This review aims to present an overview of factors associated with successful rehabilitation following inpatient geriatric rehabilitation. Method; A systematic literature review was conducted in PubMed, CINAHL and Embase. Extracted factors were analysed via Bakker's five levels of evidence. Results; Nine studies with methodological quality of good to moderate were included. For 13 of the 18 extracted factors, limited (n=3), moderate (n=5) and conflicting (n=5) evidence found a significant association. Conclusions; Caregiver, comorbidities, motor-function, nutritional status, time from onset are significantly related to successful rehabilitation. These factors could support healthcare professionals to indicate successful rehabilitation at admission and contributes to deployment of early discharge planning and development of more custom-made rehabilitation trajectories.
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Affiliation(s)
- Patricia J van der Laag
- Zorggroep Florence, Rijswijk, The Netherlands; Clinical Health Sciences, University Medical Center Utrecht, Utrecht University, The Netherlands.
| | - Susanne A M Arends
- Clinical Health Sciences, University Medical Center Utrecht, Utrecht University, The Netherlands; Stichting Humanitas, Rotterdam, The Netherlands
| | - Martine S Bosma
- Zorggroep Florence, Rijswijk, The Netherlands; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Agnes van den Hoogen
- Clinical Health Sciences, University Medical Center Utrecht, Utrecht University, The Netherlands; Department of Neonatology, Birth Center Wilhelmina's Children Hospital, Division Women and Baby, University Medical Center Utrecht, Utrecht, the Netherlands
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14
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Cao Y, Nie J, Sisto SA, Niewczyk P, Noyes K. Assessment of Differences in Inpatient Rehabilitation Services for Length of Stay and Health Outcomes Between US Medicare Advantage and Traditional Medicare Beneficiaries. JAMA Netw Open 2020; 3:e201204. [PMID: 32186746 PMCID: PMC7081121 DOI: 10.1001/jamanetworkopen.2020.1204] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
IMPORTANCE Enrollment in Medicare Advantage (MA) has been increasing and has reached one-third of total Medicare enrollment. Because of data limitations, direct comparison of inpatient rehabilitation services between MA and traditional Medicare (TM) beneficiaries has been very scarce. Subgroups of elderly individuals admitted to inpatient rehabilitation facilities (IRFs) may experience different care outcomes by insurance types. OBJECTIVE To measure the differences in length of stay and health outcomes of inpatient rehabilitation services between TM and MA beneficiaries in the US. DESIGN, SETTING, AND PARTICIPANTS This multiyear cross-sectional study used the Uniform Data System for Medical Rehabilitation to assess rehabilitation services received by elderly (aged >65 years) Medicare beneficiaries in IRFs between 2007 and 2016 for stroke, hip fracture, and joint replacement. Generalized linear models were used to assess whether an association existed between Medicare insurance type and IRF care outcomes. Models were adjusted for demographic characteristics, clinical conditions, and facility characteristics. Data were analyzed from September 2018 to August 2019. EXPOSURES Medicare insurance plan type, TM or MA. MAIN OUTCOMES AND MEASURES Inpatient length of stay in IRFs, functional improvements, and possibility of returning to the community after discharge. RESULTS The sample included a total of 1 028 470 patients (634 619 women [61.7%]; mean [SD] age, 78.23 [7.26] years): 473 017 patients admitted for stroke, 323 029 patients admitted for hip fracture, and 232 424 patients admitted for joint replacement. Individuals enrolled in MA plans were younger than TM beneficiaries (mean [SD] age, 76.96 [7.02] vs 77.95 [7.26] years for stroke, 79.92 [6.93] vs 80.85 [6.87] years for hip fracture, and 74.79 [6.58] vs 75.88 [6.80] years for joint replacement) and were more likely to be black (17 086 [25.5%] vs 54 648 [17.9%] beneficiaries) or Hispanic (14 496 [28.5%] vs 24 377 [8.3%] beneficiaries). The MA beneficiaries accounted for 21.8% (103 204 of 473 017) of admissions for stroke, 11.5% (37 160 of 323 029) of admissions for hip fracture, and 11.8% (27 314 of 232 424) of admissions for joint replacement. The MA beneficiaries had shorter mean lengths of stay than did TM beneficiaries for both stroke (0.11 day; 95% CI, -0.15 to -0.07 day; 1.15% shorter) and hip fracture (0.17 day; 95% CI, -0.21 to -0.13 day; 0.85% shorter). The MA beneficiaries also had higher possibilities of returning to the community than did TM beneficiaries, by 3.0% (95% CI, 2.6%-3.4%) for stroke and 5.0% (95% CI, 4.4%-5.6%) for hip fracture. The shorter length of stay and better ultimate outcomes were achieved without substantially compromising the intermediate functional improvements. Facility type (freestanding vs within an acute care hospital) and patient alternative payment sources other than Medicare (none vs other) partially explained the differences between insurance types. CONCLUSIONS AND RELEVANCE This study suggests that MA enrollees experience shorter length of stay and better outcomes for postacute care than do TM beneficiaries in IRFs. The magnitude of the differences depends on treatment deferability, patient sociodemographic subgroups, and facility characteristics.
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Affiliation(s)
- Ying Cao
- Division of Health Services Policy and Practice, Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, New York
| | - Jing Nie
- Division of Health Services Policy and Practice, Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, New York
| | - Sue Ann Sisto
- Department of Rehabilitation Science, University at Buffalo, Buffalo, New York
| | - Paulette Niewczyk
- Uniform Data System for Medical Rehabilitation, University at Buffalo, Buffalo, New York
| | - Katia Noyes
- Division of Health Services Policy and Practice, Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, New York
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15
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Advances and challenges in stroke rehabilitation. Lancet Neurol 2020; 19:348-360. [PMID: 32004440 DOI: 10.1016/s1474-4422(19)30415-6] [Citation(s) in RCA: 393] [Impact Index Per Article: 78.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 10/20/2019] [Accepted: 10/21/2019] [Indexed: 01/21/2023]
Abstract
Stroke remains a leading cause of adult disability and the demand for stroke rehabilitation services is growing. Substantial advances are yet to be made in stroke rehabilitation practice to meet this demand and improve patient outcomes relative to current care. Several large intervention trials targeting motor recovery report that participants' motor performance improved, but to a similar extent for both the intervention and control groups in most trials. These neutral results might reflect an absence of additional benefit from the tested interventions or the many challenges of designing and doing large stroke rehabilitation trials. Strategies for improving trial quality include new approaches to the selection of patients, control interventions, and endpoint measures. Although stroke rehabilitation research strives for better trials, interventions, and outcomes, rehabilitation practices continue to help patients regain independence after stroke.
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Roberts PS, Aronow HU, Parker J, Riggs RV. Measuring Frailty in Inpatient Rehabilitation. PM R 2019; 12:356-362. [PMID: 31622049 DOI: 10.1002/pmrj.12263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Accepted: 10/07/2019] [Indexed: 11/05/2022]
Abstract
BACKGROUND In response to the global aging population, there has been increasing research on frailty. How frailty is conceptualized is shifting with the development of frailty models, especially in the acute care arena. OBJECTIVE To explore frailty/vulnerability risk factors available at admission that were associated with salient patient outcomes within the context of inpatient rehabilitation. DESIGN Methodologies in acute care are not easily adapted for a typical admission evaluation or a rehabilitation patient. In this study, the concept of frailty among patients admitted to rehabilitation was developed from risk factors available at admission that were associated with two patient outcomes, adverse hospital outcomes and 30-day hospital readmissions. SETTING Inpatient rehabilitation. PATIENTS Data were included on all patients (n = 768) discharged from an inpatient rehabilitation unit of an academic medical center from 1 January 2012 through 31 December 2012. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE Adverse events within the inpatient rehabilitation stay and 30-day hospital readmissions. RESULTS Significant independent factors associated with adverse events in the rehabilitation unit included African American (1.77 OR; 95% CI 1.06-2.96), Hispanic (3.17 OR; 95% CI 1.13-8.94), having >9 total comorbid conditions (1.44 OR; 95% CI 1.244-1.66), and sphincter control domain (including bladder and bowel management) ≤ 9 FIM (0.92 OR; 95% CI 0.86-0.98). For 30-day readmission three variables were found to be significant: onset ≥7 days (2.31 OR; 95% CI 1.28-4.22), requiring a tube for feeding (3.45 OR; 95% CI 1.433-11.12), and being obese (4.72 OR; 95% CI 1.433-15.58). CONCLUSIONS The findings highlight the need for early admission screening and identification of risk factors which can provide the time in the rehabilitation setting for the clinical team to treat and prevent the potential for poor outcomes.
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Affiliation(s)
- Pamela S Roberts
- Department of Physical Medicine and Rehabilitation, Cedars-Sinai, Los Angeles, CA.,Department of Enterprise Information Services, Cedars-Sinai, Los Angeles, CA
| | - Harriet U Aronow
- Department of Nursing Research and Performance Improvement, Cedars-Sinai, Los Angeles, CA
| | - Jordan Parker
- Department of Physical Medicine and Rehabilitation, Cedars-Sinai, Los Angeles, CA
| | - Richard V Riggs
- Department of Physical Medicine and Rehabilitation, Cedars-Sinai, Los Angeles, CA.,Department of Enterprise Information Services, Cedars-Sinai, Los Angeles, CA
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Middleton A, Graham JE, Prvu Bettger J, Haas A, Ottenbacher KJ. Facility and Geographic Variation in Rates of Successful Community Discharge After Inpatient Rehabilitation Among Medicare Fee-for-Service Beneficiaries. JAMA Netw Open 2018; 1:e184332. [PMID: 30646352 PMCID: PMC6324386 DOI: 10.1001/jamanetworkopen.2018.4332] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 09/12/2018] [Indexed: 12/28/2022] Open
Abstract
Importance The Improving Medicare Post-Acute Care Transformation (IMPACT) Act of 2014 mandated a quality measure of successful community discharge for postacute care services. Examining variation in performance nationally can help identify opportunities for improving patient-centered quality of care. Objective To examine US facility-level and geographic variation in rates of successful community discharges after inpatient rehabilitation. Design, Setting, and Participants This retrospective cohort study of Medicare claims data from December 31, 2013, through October 1, 2015, included 1154 inpatient rehabilitation facilities submitting claims to the Centers for Medicare & Medicaid Services and a total of 487 862 Medicare fee-for-service beneficiaries discharged from inpatient rehabilitation facilities. Analyses were performed from December 8, 2017, through September 11, 2018. Main Outcomes and Measures Successful community discharge as defined for the Discharge to Community-Post-Acute Care Inpatient Rehabilitation Facility Quality Reporting Program measure. To be considered a successful community discharge, patients had to discharge from the inpatient rehabilitation facility to the community (ie, home or self-care) and remain there without experiencing an unplanned rehospitalization or dying within the following 31 days. Centers for Medicare & Medicaid Services specifications were followed to identify the cohort, define the outcome, and calculate risk-standardized facility and state rates. Results Among the 487 862 patients included in the cohort, mean (SD) age was 76.4 (10.8) years, and 56.9% were female. The overall rate of successful community discharge after inpatient rehabilitation was 63.7% (95% CI, 63.6%-63.8%). Risk-standardized rates ranged from 42.9% to 83.6% across inpatient rehabilitation facilities. Two hundred sixteen facilities (18.7%) performed significantly better than the mean national rate and 203 (17.6%) performed significantly worse (P < .05). Risk-standardized state rates ranged from 55.9% to 73.3%. Rates were lowest in the Northeast (Massachusetts, 55.9%; New Hampshire, 57.0%) and highest in the West (Oregon, 70.3%; Hawaii, 73.3%). Conclusions and Relevance The observed variation suggests opportunities exist for improving this important, patient-centered national quality measure. Future research is needed to identify the aspects of care delivery and the community services and supports that facilitate successful community discharge. These findings can be used to guide care improvement efforts and further improve the consistency and quality of postacute care.
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Affiliation(s)
- Addie Middleton
- Division of Physical Therapy, Medical University of South Carolina, Charleston
| | - James E. Graham
- Department of Occupational Therapy, Colorado State University, Fort Collins
| | - Janet Prvu Bettger
- Department of Orthopedic Surgery, Duke Clinical Research Institute, Duke University, Durham, North Carolina
| | - Allen Haas
- Department of Preventative Medicine and Community Health, The University of Texas Medical Branch, Galveston
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