Dataset Information

Association Between the Patient Driven Payment Model and Therapy Utilization and Patient Outcomes in US Skilled Nursing Facilities.

ABSTRACT:

Importance

In October 2019, Medicare changed its skilled nursing facility (SNF) reimbursement model to the Patient Driven Payment Model (PDPM), which has modified financial incentives for SNFs that may relate to therapy use and health outcomes.

Objective

To assess whether implementation of the PDPM was associated with changes in therapy utilization or health outcomes.

Design setting and participants

This cross-sectional study used a regression discontinuity (RD) approach among Medicare fee-for-service postacute-care patients admitted to a Medicare-certified SNF following hip fracture between January 2018 and March 2020.

Exposures

Skilled nursing facility admission after PDPM implementation.

Main outcomes and measures

Main outcomes were individual and nonindividual (concurrent and group) therapy minutes per day, hospitalization within 40 days of SNF admission, SNF length of stay longer than 40 days, and discharge activities of daily living score.

Results

The study cohort included 201 084 postacute-care patients (mean [SD] age, 83.8 [8.3] years; 143 830 women [71.5%]; 185 854 White patients [92.4%]); 147 711 were admitted pre-PDPM, and 53 373 were admitted post-PDPM. A decrease in individual therapy (RD estimate: -15.9 minutes per day; 95% CI, -16.9 to -14.6) and an increase in nonindividual therapy (RD estimate: 3.6 minutes per day; 95% CI, 3.4 to 3.8) were observed. Total therapy use in the first week following admission was about 12 minutes per day (95% CI, -13.3 to -11.3) (approximately 13%) lower for residents admitted post-PDPM vs pre-PDPM. No consistent and statistically significant discontinuity in hospital readmission (0.31 percentage point increase; 95% CI, -1.46 to 2.09), SNF length of stay (2.7 percentage point decrease in likelihood of staying longer than 40 days; 95% CI, -4.83 to -0.54), or functional score at discharge (0.04 point increase in activities of daily living score; 95% CI, -0.19 to 0.26) was observed. Nonindividual therapy minutes were reduced to nearly zero in late March 2020, likely owing to COVID-19-related restrictions on communal activities in SNFs.

Conclusions and relevance

In this cross-sectional study of SNF admission after PDPM implementation, a reduction of total therapy minutes was observed following the implementation of PDPM, even though PDPM was designed to be budget neutral. No significant changes in postacute outcomes were observed. Further study is needed to understand whether the PDPM is associated with successful discharge outcomes.

SUBMITTER: Rahman M

PROVIDER: S-EPMC8903117 | biostudies-literature | 2022 Jan

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Association Between the Patient Driven Payment Model and Therapy Utilization and Patient Outcomes in US Skilled Nursing Facilities.

Rahman Momotazur M White Elizabeth M EM McGarry Brian E BE Santostefano Christopher C Shewmaker Peter P Resnik Linda L Grabowski David C DC

JAMA health forum 20220107 1

<h4>Importance</h4>In October 2019, Medicare changed its skilled nursing facility (SNF) reimbursement model to the Patient Driven Payment Model (PDPM), which has modified financial incentives for SNFs that may relate to therapy use and health outcomes.<h4>Objective</h4>To assess whether implementation of the PDPM was associated with changes in therapy utilization or health outcomes.<h4>Design setting and participants</h4>This cross-sectional study used a regression discontinuity (RD) approach am ...[more]

PMID: 35977232

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Project description:ObjectiveTo determine if financially motivated therapy in Skilled Nursing Facilities (SNFs) is associated with patient outcomes.DesignCohort study using 2018 Medicare administrative data.Setting and participants13,949 SNFs in the United States.Participants934,677 Medicare Part A patients admitted to SNF for post-acute rehabilitation (N=934,677).InterventionsThe primary independent variable was an indicator of financially motivated therapy, separate from intensive therapy, known as thresholding, defined as when SNFs provide 10 or fewer minutes of therapy above weekly reimbursement thresholds.Main outcome measuresDichotomous indicators of successful discharge to the community vs institution and functional improvement on measures of transfers, ambulation, or locomotion. Mixed effects models estimated relations between thresholding and community discharge and functional improvement, adjusted for therapy intensity, patient, and facility characteristics. Sensitivity analyses estimated associations between thresholding and outcomes when patients were stratified by therapy volume.ResultsThresholding was associated with a small positive effect on functional improvement (odds ratio 1.07; 95% CI 1.06-1.09) and community discharge (odds ratio 1.03, 95% CI 1.02-1.05). Effect sizes for functional improvement were consistent across patients receiving different volumes of therapy. However, effect sizes for community discharge were largest for patients in low-volume therapy groups (odds ratio 1.27, 95% CI 1.18-1.35).ConclusionsPatients who experienced thresholding during post-acute SNF stays were slightly more likely to improve in function and successfully discharge to the community, especially for patients receiving lower volumes of therapy. While thresholding is an inefficient and financially motivated practice, results suggest that even small amounts of extra therapy time may have contributed positively to outcomes for patients receiving lower-volume therapy. As therapy volumes decline in SNFs, these results emphasize the importance of Medicare payment policy designed to promote, not disincentivize, potentially beneficial rehabilitation services for patients.

Project description:Background and purposePhysical and occupational therapy practices in skilled nursing facilities (SNFs) were greatly impacted by the 2019 Medicare Patient-Driven Payment Model (PDPM). Under the PDPM, the practice of multiparticipant therapy-treating more than one patient per therapy provider per session-increased in SNFs, but it is unknown how substituting multiparticipant therapy for individualized therapy may impact patient outcomes. This cross-sectional study establishes baseline relationships between multiparticipant therapy and patient outcomes using pre-PDPM data.MethodsWe used Minimum Data Set assessments from all short-term Medicare fee-for-service SNF stays in 2018. Using generalized mixed-effects logistic regression adjusted for therapy volume and patient factors, we examined associations between the proportion of minutes of physical and occupational therapy that were received as multiparticipant sessions during the SNF stay and 2 outcomes: community discharge and functional improvement. Multiparticipant therapy minutes as a proportion of total therapy time were categorized as none, low (below the median of 5%), medium (median to <25%), and high (≥25%) to reflect the 25% multiparticipant therapy limit required by the PDPM.Results and discussionWe included 901 544 patients with complete data for functional improvement and 912 996 for the discharge outcome. Compared with patients receiving no multiparticipant therapy, adjusted models found small positive associations between low and medium multiparticipant therapy levels and outcomes. Patients receiving low levels of multiparticipant therapy had 14% higher odds of improving in function (95% CI 1.09-1.19) and 10% higher odds of community discharge (95% CI 1.05-1.15). Patients receiving medium levels of multiparticipant therapy had 18% higher odds of functional improvement (95% CI 1.13-1.24) and 44% higher odds of community discharge (95% CI 1.34-1.55). However, associations disappeared with high levels of multiparticipant therapy.ConclusionsPrior to the PDPM, providing up to 25% multiparticipant therapy was an efficient strategy for SNFs that may have also benefitted patients. As positive associations disappeared with high levels (≥25%) of multiparticipant therapy, it may be best to continue delivering the majority of therapy in SNFs as individualized treatment.

Project description:ImportanceThere are areas of skilled nursing facility (SNF) experience of importance to the public that are not currently included in public reporting initiatives on SNF quality. Whether patients, hospitals, and payers can leverage the information available from unsolicited online reviews to reduce avoidable rehospitalizations from SNFs is unknown.ObjectivesTo assess the association between rehospitalization rates and online ratings of SNFs; to compare the association of rehospitalization with ratings from a review website vs Medicare Nursing Home Compare (NHC) ratings; and to identify specific topics consistently reported in reviews of SNFs with the highest vs lowest rehospitalization rates using natural language processing.Design, setting, and participantsA retrospective cross-sectional study of 1536 SNFs with online reviews on Yelp (a website that allows consumers to rate and review businesses and services, scored on a 1- to 5-star rating scale, with 1 star indicating the lowest rating and 5 stars indicating the highest rating) posted between January 1, 2014, and December 31, 2018. The combined data set included 1536 SNFs with 8548 online reviews, NHC ratings, and readmission rates.Main outcomes and measuresA mean rating from the review website was calculated through the end of each year. Risk-standardized rehospitalization rates were obtained from NHC. Linear regression was used to measure the association between the rehospitalization rate of a SNF and the online ratings. Natural language processing was used to identify topics associated with reviews of SNFs in the top and bottom quintiles of rehospitalization rates.ResultsThe 1536 SNFs in the sample had a median of 6 reviews (interquartile range, 3-13 reviews), with a mean (SD) review website rating of 2.7 (1.1). The SNFs with the highest rating on both the review website and NHC had 2.0% lower rehospitalization rates compared with the SNFs with the lowest rating on both websites (21.3%; 95% CI, 20.7%-21.8%; vs 23.3%; 95% CI, 22.7%-24.0%; P = .04). Compared with the NHC ratings alone, review website ratings were associated with an additional 0.4% of the variation in rehospitalization rates across SNFs (adjusted R2 = 0.009 vs adjusted R2 = 0.013; P = .003). Thematic analysis of qualitative comments on the review website for SNFs with high vs low rehospitalization rates identified several areas of importance to the reviewers, such as the quality of physical infrastructure and equipment, staff attitudes and communication with caregivers.Conclusions and relevanceSkilled nursing facilities with the best rating on both a review website and NHC had slightly lower rehospitalization rates than SNFs with the best rating on NHC alone. However, there was marked variation in the volume of reviews, and many SNF characteristics were underrepresented. Further refinement of the review process is warranted.

Project description:AimHeart failure (HF) outcomes are disproportionately worse in patients discharged to skilled nursing facilities (SNF) as opposed to home. We hypothesized that dementia and delirium were key factors influencing these differences. Our aim was to explore the associations of dementia and delirium with risk of hospital readmission and mortality in HF patients discharged to SNF.Methods and resultsThe study population included Veterans hospitalized for a primary diagnosis of HF and discharged to SNFs between 2010 and 2015. Pre-existing dementia was identified based on International Classification of Diseases-9 codes. Delirium was determined using the Minimum Data Set 3.0 Confusion Assessment Method algorithm. Proportional hazard regression analyses were used to model outcomes and were adjusted for covariates of interest. Patients (n = 21 655) were older (77.0 ± 10.5 years) and predominantly male (96.9%). Four groups were created according to presence (+) or absence (-) of dementia and delirium. Relative to the dementia-/delirium- group, the dementia-/delirium+ group was associated with increased 30 day mortality [adjusted hazard ratio (HR) = 2.2, 95% confidence interval (CI) = 1.7, 3.0] and 365 day mortality (adjusted HR = 1.5, 95% CI = 1.3, 1.7). Readmission was highest in the dementia-/delirium+ group after 30 days (HR = 1.2, 95% CI = 1.0, 1.5). In the group with dementia (delirium-/dementia+), 30 day mortality (12.8%; HR = 0.7, 95% CI = 0.7, 0.8) and readmissions (5.3%; HR = 1.0, 95% CI = 0.8, 1.1) were not different relative to the reference group.ConclusionsDelirium, independent of pre-existing dementia, confers increased risk of hospital readmission and mortality in HF patients discharged to SNFs. Managing HF after hospitalization is a complex cognitive task and an increased focus on mental status in the acute care setting prior to discharge is needed to improve HF management and transitional care, mitigate adverse outcomes, and reduce healthcare costs.

Dataset Information

Association Between the Patient Driven Payment Model and Therapy Utilization and Patient Outcomes in US Skilled Nursing Facilities.

Importance

Objective

Design setting and participants

Exposures

Main outcomes and measures

Results

Conclusions and relevance

Publications

Association Between the Patient Driven Payment Model and Therapy Utilization and Patient Outcomes in US Skilled Nursing Facilities.

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