Evidence map›Paper›PMID 41737501›Full record

ArticleHealth affairs scholar2026

The role of declining therapy volumes in skilled nursing facility outcomes: a mediation analysis.

Rachel A Prusynski, Andrew Humbert, Harsha Amaravadi, Robert E Burke, Debra Saliba, Natalie E Leland, Janet Freburger, Tracy M Mroz

Abstract read
In one paragraph

Article in Health affairs scholar, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Rachel A PrusynskiUniversity of Washington Department of Rehabilitation Medicine, Seattle, WA 98195, United States.ORCID https://orcid.org/0000-0002-9376-2041
Andrew HumbertUniversity of Washington Department of Rehabilitation Medicine, Seattle, WA 98195, United States.ORCID https://orcid.org/0000-0003-3512-2780
Harsha AmaravadiUniversity of Washington Department of Health Systems and Population Health, Seattle, WA 98195, United States.ORCID https://orcid.org/0000-0001-6486-9504
Robert E BurkeUniversity of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.ORCID https://orcid.org/0000-0002-9521-8699
Debra SalibaBorun Center, Division of Geriatrics, University of California Los Angeles, Los Angeles, CA 90024, United States.ORCID https://orcid.org/0000-0001-5177-6616
Natalie E LelandUniversity of Pittsburgh Department of Occupational Therapy, Pittsburgh, PA 15219, United States.ORCID https://orcid.org/0000-0002-0329-3772
Janet FreburgerUniversity of Pittsburgh Department of Physical Therapy, Pittsburgh, PA 15219, United States.ORCID https://orcid.org/0000-0002-7480-0145
Tracy M MrozUniversity of Washington Department of Rehabilitation Medicine, Seattle, WA 98195, United States.ORCID https://orcid.org/0000-0003-1889-4252

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Significant declines in therapy provision in skilled nursing facilities (SNFs) followed the 2019 implementation of Medicare's Patient-Driven Payment Model (PDPM) and the onset of the COVID-19 pandemic, raising concerns about effects on patient outcomes. Methods: Using Medicare fee-for-service claims and SNF assessment data from January 2018 through September 2021, we analyzed 3.5 million post-hospital SNF stays to assess whether changes in therapy volumes mediated changes in successful community discharge and 30-day hospital readmissions. Results: Average total physical, occupational, and speech therapy minutes per day declined from 122.2 before PDPM to 96.5 immediately after implementation and to 87.7 during the pandemic. Adjusted probabilities of successful community discharge rose modestly after PDPM but fell during COVID-19, while readmissions declined initially and then increased. Mediation analyses showed that reductions in therapy volumes were strongly associated with the declines in community discharge and increases in readmissions. These findings persisted for patients with dementia and moderate levels of functional impairment at admission; declining therapy volumes were associated with the observed worsening of discharge outcomes after PDPM implementation and during the pandemic. Conclusions: Results highlight therapy provision as a key modifiable policy target for improving post-acute outcomes and reducing rehospitalizations among older adults in SNFs.

Indexed as

mediation analysis; patient readmissionMedicareoccupational therapypatient dischargephysical therapyskilled nursing facilitiesspeech language pathology

Identifiers

PMID41737501
PMCPMC12927502

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.