Acuity Differences Among Newly Admitted Medicare Residents in Rural and Urban Skilled Nursing Facilities

2021 ◽  
Vol 5 (Supplement_1) ◽  
pp. 413-413
Author(s):  
Yvonne Jonk ◽  
Andrew Coburn ◽  
Catherine McGuire ◽  
Deborah Thayer ◽  
Karen Mauney

Abstract Using the 2015 national Minimum Data Set Version 3.0, the Area Health Resources Files, the 2015 Provider of Services File, and the Rural-Urban Commuting Area codes, this study assessed rural-urban differences in newly admitted, Medicare skilled nursing facility (SNF) residents’ functional status, cognitive performance, and behavioral issues using self-performance, early loss, and late loss Activities of Daily Living (ADLs); the Cognitive Function Scale (CFS); and indicators of aggression, psychosis, or wandering, respectively. The study evaluated 686,881 unique patient assessments for newly admitted Medicare SNF residents across 15,157 facilities in 47 states. Negative binomial and generalized linear models with state fixed effects and clustering by SNFs were used to evaluate rural-urban acuity differences before and after adjusting for socio-economic factors; admission source, and market area characteristics. Compared to urban SNF residents, rural residents were more likely to be cognitively impaired (45% Isolated Small Rural, 44.5% Small Rural, 41% Large Rural, 38.8% Urban), and have behavioral issues (6.7% rural, 4.8% urban). Unadjusted and adjusted regression models confirmed bivariate findings that rural SNF residents were less functionally impaired (IRR range: 0.974-.987), but had more cognitive and behavioral issues in more remote rural locations than urban. The (unadjusted) odds of cognitive impairment were 1.1-1.3 times higher for residents of rural vs urban SNFs; while the odds of having any one of the behavioral issues were 1.2-1.6 times higher in more remote rural locations. The capacity of rural SNFs to manage complex cognitive and behavioral problems deserves further research.

Author(s):  
Shivani Gupta ◽  
Ferhat D. Zengul ◽  
Ganisher K. Davlyatov ◽  
Robert Weech-Maldonado

Hospital readmission within 30 days of discharge is an important quality measure given that it represents a potentially preventable adverse outcome. Approximately, 20% of Medicare beneficiaries are readmitted within 30 days of discharge. Many strategies such as the hospital readmission reduction program have been proposed and implemented to reduce readmission rates. Prior research has shown that coordination of care could play a significant role in lowering readmissions. Although having a hospital-based skilled nursing facility (HBSNF) in a hospital could help in improving care for patients needing short-term skilled nursing or rehabilitation services, little is known about HBSNFs’ association with hospitals’ readmission rates. This study seeks to examine the association between HBSNFs and hospitals’ readmission rates. Data sources included 2007-2012 American Hospital Association Annual Survey, Area Health Resources Files, the Centers for Medicare and Medicaid Services (CMS) Medicare cost reports, and CMS Hospital Compare. The dependent variables were 30-day risk-adjusted readmission rates for acute myocardial infarction (AMI), congestive heart failure, and pneumonia. The independent variable was the presence of HBSNF in a hospital (1 = yes, 0 = no). Control variables included organizational and market factors that could affect hospitals’ readmission rates. Data were analyzed using generalized estimating equation (GEE) models with state and year fixed effects and standard errors corrected for clustering of hospitals over time. Propensity score weights were used to control for potential selection bias of hospitals having a skilled nursing facility (SNF). GEE models showed that the presence of HBSNFs was associated with lower readmission rates for AMI and pneumonia. Moreover, higher SNFs to hospitals ratio in the county were associated with lower readmission rates. These findings can inform policy makers and hospital administrators in evaluating HBSNFs as a potential strategy to lower hospitals’ readmission rates.


2020 ◽  
Author(s):  
Yvonne Jonk ◽  
Deborah Thayer ◽  
Karen Mauney ◽  
Zachariah Croll ◽  
Catherine McGuire ◽  
...  

Abstract Background and Objectives Our primary objective was to assess rural-urban acuity differences among newly-admitted older nursing home residents. Research Design and Methods Data included the 2015 Minimum Data Set v3.0, the Area Health Resources File, the Provider of Services File, and Rural-Urban Commuting Area codes. Activities of Daily Living, the Cognitive Function Scale, and aggression/wandering indicators were used to assess functional, cognitive, and behavioral status, respectively. Excluding assessments for short stays (less than 90 days), assessments for 209,719 newly-admitted long-stay residents age 65 and older across 14,834 facilities in 47 states were evaluated. Difference in differences (DID) generalized linear models with state fixed effects and clustering by facilities were used to assess the interaction effect of older age (75 plus) on rural-urban acuity differences, controlling for socioeconomic factors, admission source, and market characteristics. Results Residents admitted to rural facilities were less functionally impaired (IRR: 0.973-0.898) but had more cognitive (OR: 1.03-1.22) and problem behaviors (OR: 1.19-1.48) than urban. Although older age was predictive of higher acuity, in DID models, the expected decline in functional status was comparable in rural and urban facilities, while cognitive and behavioral status for older admissions was 8.0% and 8.5% lower in rural versus urban facilities, respectively. Discussion and Implications Although the higher prevalence of cognitive impairment and problem behaviors among rural admissions were attributable in part to older age, rural facilities admitted less complex individuals among older age residents than urban facilities. Findings may reflect less capacity to manage older, complex individuals in rural facilities.


2020 ◽  
pp. 106002802097051 ◽  
Author(s):  
Setareh A. Williams ◽  
Shanette G. Daigle ◽  
Richard Weiss ◽  
Yamei Wang ◽  
Tarun Arora ◽  
...  

Background Osteoporosis-related fractures are an important public health burden. Objective To examine health care costs in Medicare patients with an osteoporosis-related fracture. Methods Medicare fee-for-service members with an osteoporosis-related fracture between January 1, 2010, to September 30, 2014 were included. A nonfracture comparator group was selected by propensity score matching. Generalized linear models using a gamma distribution were used to compare costs between fracture and nonfracture cohorts. Results A total of 885 676 Medicare beneficiaries had fracture(s) and met inclusion criteria. Average age was 80.5 (±8.4) years; 91% were White, and 94% female. Mean all-cause costs were greater in the fracture vs nonfracture cohort ($47 163.25 vs $16 034.61) overall and for men ($52 273.79 vs $17 352.68). The highest mean costs were for skilled nursing facility ($29 216), inpatient costs ($24 190.19), and hospice care ($20 996.83). The highest incremental costs versus the nonfracture cohort were for hip ($71 057.83 vs $16 807.74), spine ($37 543.87 vs $16 860.49), and radius/ulna ($24 505.27 vs $14 673.86). Total medical and pharmacy costs for patients who experienced a second fracture were higher compared with those who did not ($78 137.59 vs $44 467.47). Proportionally more patients in the fracture versus nonfracture cohort died (18% vs 9.3%), with higher death rates among men (20% vs 11%). Conclusion and Relevance The current findings suggest a significant economic burden associated with fractures. Early identification and treatment of patients at high risk for fractures is of paramount importance for secondary prevention and reduced mortality.


1993 ◽  
Vol 18 (1) ◽  
pp. 1-40 ◽  
Author(s):  
Robert J. Boik

This article considers two related issues concerning the analysis of interactions in complex linear models. The first issue concerns the omnibus test for interaction. Apparently, it is not well known that the usual F test for interaction can be replaced, in many applications, by a test that is more powerful against a certain class of alternatives. The competing test is based on the maximal product interaction contrast F statistic and achieves its power advantage by focusing solely on product contrasts. The maximal product interaction F test is reviewed and three new results are reported: (a) An extended table of exact critical values is computed, (b) a table of moment functions useful for approximating the p-value corresponding to an observed maximal F statistic is computed, and (c) a simulation study concerning the null distribution of the maximal F statistic when data are unbalanced or covariates are present is reported. It is conjectured that lack of balance or presence of covariates has no effect on the null distribution. The simulation results support the conjecture. The second issue concerns follow-up tests when the omnibus test is significant. It appears that researchers, in general, do not perform coherent follow-up tests on interactions. To make it easier for researchers to do so, an exposition on the use of product interaction contrasts and partial interactions in complex fixed-effects models is provided. The recommended omnibus and follow-up tests are illustrated on an educational data set analyzed using SAS ( SAS Institute, 1988 ) and SPSS (1990) .


2019 ◽  
Vol 3 (Supplement_1) ◽  
pp. S780-S780
Author(s):  
Maricruz Rivera-Hernandez ◽  
Maricruz Rivera-Hernandez ◽  
Momotazur Rahman ◽  
Vincent Mor ◽  
Amal N Trivedi

Abstract The 30-Day All-Cause Readmission Measure is part of the Skilled Nursing Facility Value-Based Purchasing (SNFVBP) beginning 2019. The objective of the study was to characterize racial and ethnic disparities in 30-day rehospitalization rates from SNF among fee-for-service (FFS) and Medicare Advantage (MA) patients using the Minimum Data Set. The American Health Care Association risk-adjusted model was used. The primary independent variables were race/ethnicity and enrollment in FFS and MA. The sample included 1,813,963 patients from 15,412 SNFs across the US in 2015. Readmission rates were lower for whites. However, MA patients had readmission rates that were ~1 to 2 percentage points lower. In addition, we also found that African-Americans had higher readmission rates than whites, even when they received care within the same SNF. The inclusion of MA patients could change SNF penalties. Successful efforts to reduce rehospitalizations in SNF settings often require improving care coordination and care planning.


Antibiotics ◽  
2020 ◽  
Vol 9 (10) ◽  
pp. 700
Author(s):  
Leama Ajaka ◽  
Emily Heil ◽  
Sarah Schmalzle

Introduction: Dalbavancin is an antibiotic administered by intravenous infusion weekly or bi-weekly and is currently FDA-approved only for treatment of skin and soft-tissue infections. It has shown promise, but is not considered the standard of care, for bacteremia and infective endocarditis (IE), which typically require outpatient parenteral antibiotic therapy (OPAT) for prolonged durations. People who inject drugs (PWID) with bacteremia or IE are often perceived as having barriers to OPAT and standard daily-administered antibiotics, prompting off-label use of dalbavancin in this population. Methods: A retrospective review of adult patients receiving at least one dose of dalbavancin for bacteremia or IE was conducted between 1 November 2017 and 31 October 2019. Outcomes and reasons for use of dalbavancin were recorded, including specific barriers to standard therapy. Results: Stated reasons for dalbavancin use in the 18 patients identified included active injection drug use (50%), inability to arrange standard OPAT due to patient adherence or inability to place in skilled nursing facility (SNF) (22%), risk for additional infections or other morbidity with OPAT (22%), and patient preference (6%). In 11 patients (61%) SNF placement was not attempted due to behavioral issues or patient declination. There were five patients who did not complete their intended course of treatment (28%). At 90 days, eight patients (44%) achieved a clinical or biologic cure, six (33%) failed treatment, and four (22%) were lost to follow-up. Conclusion: Dalbavancin may have a role as salvage therapy in the treatment of IE and bacteremia in PWID who have significant barriers to standard treatment.


Neurology ◽  
2021 ◽  
pp. 10.1212/WNL.0000000000012290
Author(s):  
Aakash Bipin Gandhi ◽  
Eberechukwu Onukwugha ◽  
Husam Albarmawi ◽  
Abree Johnson ◽  
Daniela E. Myers ◽  
...  

Objective:To compare differences in healthcare resource utilization (HcRU) over time between Medicare beneficiaries with and without Parkinson’s disease (PD).Methods:This retrospective observational study utilized the Chronic Conditions Data Warehouse (5% Medicare sample) between 2005 and 2015. In a propensity-score matched (age, sex, race, and comorbidity adjusted) sample of beneficiaries with and without PD, we examined all-cause HcRU due to inpatient admissions, emergency department (ED) admissions, skilled nursing facility (SNF) admissions, healthcare provider encounters, neurologist visits, rehabilitation service visits, and non-PD medication fills. Relative to beneficiaries without PD, we reported adjusted incidence rate ratios (IRR) and 95% confidence intervals (CI) for beneficiaries with PD using generalized linear models (GLM) with log link and negative binomial variance functions.Results:A total of 467,064 Medicare enrollees (unmatched sample) met the inclusion criteria. Of these, 3.3% had PD. In the matched sample and relative to beneficiaries without PD, beneficiaries with PD displayed higher rates of inpatient admissions (IRR: 1.29; 95% CI: 1.24, 1.34), ED admissions (IRR: 1.31; 95% CI: 1.27, 1.34); SNF admissions (IRR: 2.00; 95% CI: 1.92, 2.09), healthcare provider encounters (IRR: 1.18; 95% CI: 1.16, 1.20), neurologist visits (IRR: 5.57; 95% CI: 5.35, 5.78), rehabilitation service visits (IRR: 1.47; 95% CI: 1.41, 1.53), and non-PD medication fills (IRR: 1.10, 95% CI: 1.08, 1.11) over time.Conclusion:These results reflect patterns of medical care among Medicare beneficiaries with PD. The findings can help clinicians, payers, and policymakers make evidence-based decisions for the allocation of scarce healthcare resources for PD management.Classification of evidence:This study provides Class II evidence that Medicare beneficiaries with PD use more health care resources than matched controls without PD.


2020 ◽  
pp. 073346482095012
Author(s):  
Arjun K. Venkatesh ◽  
Cameron J. Gettel ◽  
Hao Mei ◽  
Shih-Chuan Chou ◽  
Craig Rothenberg ◽  
...  

Objectives: This study aimed to characterize the distribution of acute care visits among Medicare beneficiaries receiving skilled nursing facility (SNF) services. Methods: We conducted a cross-sectional analysis of a 20% sample of continuously enrolled Medicare beneficiaries in the 2012 Chronic Condition Warehouse data set. Beneficiaries were grouped by the number of days of SNF services, and acute care visits were categorized as “before SNF,” “during SNF,” or “after SNF.” Results: Among the 10,717,786 Medicare beneficiaries analyzed, 384,312 (3.6%) had at least one SNF stay. Discussion: Beneficiaries who received SNF services had a higher proportion of acute care visits made to emergency departments (EDs) than beneficiaries who did not receive SNF services. Also, a higher proportion of acute care visits were made to EDs by beneficiaries after a SNF stay in comparison to residents actively residing in a SNF. The acute care capabilities of SNFs and post-SNF transitions of care to the community setting are discussed.


2011 ◽  
Vol 22 (4) ◽  
pp. 448-470 ◽  
Author(s):  
Ling Ren ◽  
Jihong Zhao ◽  
Nicholas P. Lovrich

To date, few criminological studies have explored the patterned ways in which local political structures might affect crime. The purpose of this study is to assess the impact of local political structures on variations in violent crime rates in U.S. cities. A longitudinal data set collected from the same 280 cities in 1993, 1996, 2000, and 2003 is used to look into this question. Results from negative binomial fixed-effects panel analyses indicate that local government structures make only a limited contribution to variation in violent crime and that impact on violent crime is a conditioned effect in association with a relative deprivation index. Socioeconomic variables associated with relative deprivation consistently predict violent crime levels across U.S. cities, largely irrespective of the character of their local political structures.


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