Evidence map›Paper›PMID 36554035›Full record

ArticleHealthcare (Basel, Switzerland)2022

The Association between Bundled Payment Participation and Changes in Medical Episode Outcomes among High-Risk Patients.

Joshua M Liao, Erkuan Wang, Ulysses Isidro, Jingsan Zhu, Deborah S Cousins, Amol S Navathe

Open access · goldAbstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2022. 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
0.5field-weighted citation impact, top 19% of its field
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, 2 citations in OpenAlex.

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

6 authors at 3 institutions in 1 country.

Joshua M LiaoDepartment of Medicine, School of Medicine, University of Washington, Seattle, WA 98195, USA.
Erkuan WangDepartment of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Ulysses IsidroBrigham & Women's Hospital, Boston, MA 02115, USA.
Jingsan ZhuDepartment of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Deborah S CousinsDepartment of Medical Ethics and Health Policy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Amol S NavatheLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA 19104, USA.
University of Pennsylvania · USBrigham and Women's Hospital · USUniversity of Washington · US

Funding

The impact of population and episode-based payment models on surgical disparitiesR01MD015055 · NIMHD · UNIVERSITY OF PENNSYLVANIA · PI IBRAHIM, SAID A, LIAO, JOSHUA M · 2021 to 2024
$2.6M
Comparing the Impact of Voluntary and Mandatory Bundled Payments on Disparities in Surgical CareR01MD013859 · NIMHD · UNIVERSITY OF PENNSYLVANIA · PI IBRAHIM, SAID A, LIAO, JOSHUA M · 2019 to 2022
$2.2M
The effect of voluntary bundled payments on vulnerable populationsR01HS027595 · AHRQ · UNIVERSITY OF PENNSYLVANIA · PI LIAO, JOSHUA M, NAVATHE, AMOL S · 2021 to 2024
$1.6M
AHRQ HHS R01 HS027595NIMHD NIH HHS R01 MD013859NIMHD NIH HHS R01 MD015055
6 · The paper itself

Abstract

Background: Bundled payments for medical conditions are associated with stable quality and savings through shorter skilled nursing facility (SNF) length of stay. However, effects among clinically higher-risk patients remain unknown. Objective: To evaluate whether the association between participation in bundled payments for medical conditions and episode outcomes differed for clinically high-risk versus other patients. Design: Retrospective difference-in-differences analysis; Participants: 471,421 Medicare patients hospitalized at bundled payment and propensity-matched non-participating hospitals. Exposures were 5 measures of clinically high-risk groups: advanced age (>85 years old), high case-mix, disabled, frail, and prior institutional post-acute care provider utilization. Main Measures: Primary outcomes were SNF length of stay and 90-day unplanned readmissions. Secondary outcomes included quality, utilization, and spending measures. Key Results: SNF length of stay was differentially lower among frail patients (aDID −0.4 days versus non-frail patients, 95% CI −0.8 to −0.1 days), patients with advanced age (aDID −0.8 days versus younger patients, 95% CI −1.2 to −0.3 days), and those with prior institutional post-acute care provider utilization (aDID −1.1 days versus patients without prior utilization, 95% CI −1.6 to −0.6 days), compared to non-frail, younger, and patients without prior utilization, respectively. BPCI participation was also associated with differentially greater SNF LOS among disabled patients (aDID 0.8 days versus non-disabled patients, 95% CI 0.4 to 1.2 days, p < 0.001). Bundled payment participation was not associated with differential changes in readmissions in any high-risk group but was associated with changes in secondary outcomes for some groups. Conclusions: Changes under medical bundles affected, but did not indiscriminately apply to, high-risk patient groups.

Indexed as

health care paymenthealth policy

Identifiers

PMID36554035
PMCPMC9778756
OpenAlexW4312125917

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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 OpenQuestion graph.