Evidence map›Paper›PMID 39887733›Full record

ArticleHealth services research2025

Association of a State-Wide Alternative Payment Model for Rural Hospitals With Bypass for Elective Surgeries.

Donald S Bourne, Zhaojun Sun, Bruce L Jacobs, Coleman Drake, Jeremy M Kahn, Eric T Roberts, Lindsay M Sabik

Abstract read
In one paragraph

Article in Health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

7 authors.

Donald S BourneDepartment of Health Policy & Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-3885-3194
Zhaojun SunDepartment of Health Policy & Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA.
Bruce L JacobsDepartment of Urology, Division of Health Services Research, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0003-1358-0764
Coleman DrakeDepartment of Health Policy & Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-0618-0626
Jeremy M KahnDepartment of Health Policy & Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA.
Eric T RobertsDepartment of General Internal Medicine, Perelman School of Medicine at University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-7439-0799
Lindsay M SabikDepartment of Health Policy & Management, University of Pittsburgh School of Public Health, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-0613-4929

Funding

TRAINING PROGRAM FOR MD/PHD STUDENTST32GM008208 · NIGMS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI STEINMAN, RICHARD A · 1987 to 2021
$15.4M
Centralization of Cancer Care: Implications for Access, Outcomes, and DisparitiesR37CA262366 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Bruce L. Jacobs · 2022 to 2026
$3.0M
Impact of Rural Hospital Payment and Delivery Reform on Geographic Disparities in Cancer SurgeryR01CA244189 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI SABIK, LINDSAY MARIE · 2020 to 2024
$2.9M
Impacts of the Pennsylvania Rural Health Model on Health Care Access and UtilizationF30MD019191 · NIMHD · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI BOURNE, DONALD SPENCER · 2023 to 2025
$107k
National Institute of General Medical Sciences of the National Institutes of Health T32GM008208National Institute on Minority Health and Health Disparities of the National Institutes of Health F30MD019191NCI NIH HHS R01 CA244189NCI NIH HHS R01CA244189NCI NIH HHS R37 CA262366NCI NIH HHS R37CA262366NIGMS NIH HHS T32 GM008208NIMHD NIH HHS F30 MD019191
6 · The paper itself

Abstract

objectiveThis study aimed to measure the changes in rural hospital bypass for 11 common elective surgeries following the implementation of the Pennsylvania Rural Health Model (PARHM), a global budget payment model. STUDY SETTING AND

designWe leveraged a natural experiment arising from the phase-in of PHARM in Pennsylvania. We conducted a comparative interrupted time series analysis to assess changes in rural hospital bypass, comparing trends in rural hospital bypass among patients in hospital service areas (HSAs) with PARHM-participating hospitals to patients in control HSAs with hospitals eligible for but not participating in PARHM. Analyses accounted for staggered entry into PARHM and examined outcomes up to 4 years post-entry. DATA SOURCES AND ANALYTIC SAMPLE: We used Pennsylvania all-payer visit-level inpatient discharge data (2016-2022) to measure rural hospital bypass, encompassing 175,138 surgeries. PRINCIPAL

findingsThe average bypass rate for elective surgeries was 59.9%, with an increasing trend observed during the study period. Overall, differential changes in bypass rates between PARHM-participating and control HSAs were not statistically significant, from a low of 0.53 percentage points (-8.17-9.22) among Cohort 2 HSAs and a high of 5.96 percentage points (-4.63-16.55) among Cohort 1 HSAs. However, among critical access hospitals, PARHM participation was associated with a significant relative increase in levels and trends in bypass rates compared to controls, from a low of 9.12 percentage points (2.45-15.79) among Cohort 1 HSAs and a high of 29.70 percentage points (12.54-46.86) among Cohort 2 HSAs. These relative increases were largely due to a stable rate in PARHM-participating HSAs and a marked decrease in control HSAs.

conclusionsThis study fills a gap in the relationship between global budgets and hospital bypass. Although PARHM did not broadly alter rural bypass rates overall, the differential increase in bypass among HSAs with CAHs participating in PARHM suggests meaningful effect heterogeneity, warranting further research and analysis of impacts on patient outcomes.

Indexed as

Elective Surgical ProceduresHospitals, RuralReimbursement MechanismsFemaleHumansInterrupted Time Series AnalysisMaleMiddle AgedPennsylvaniaelective surgeryglobal budgethospital bypassPennsylvania rural health modelquasi‐experimentalruralcomparative interrupted time series

Identifiers

PMID39887733
PMCPMC12120531

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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.