Beyond Revenue Stabilization: Why Global Budgets Alone Are Insufficient for Rural Hospital Quality.

Authors

Dinesh R Pai, Sujeong Park

Published in

Journal of healthcare management / American College of Healthcare Executives. Volume 71. Issue 6. Pages 405-420. Epub Nov 10, 2026.

Abstract

This empirical study investigates the impact of the Pennsylvania Rural Health Model (PARHM), a global budget value-based payment (VBP) system, on the quality of care in rural Pennsylvania hospitals, providing actionable insights for executives and system leaders. The study specifically assesses PARHM's effect on risk-adjusted 30-day readmission and in-hospital mortality rates. For healthcare executives, this directly addresses the strategic question of whether a global budget payment model yields tangible improvements in core quality metrics, which is crucial for VBP decision-making. The study is framed by agency theory to analyze how the shift in financial incentives from volume to value influences hospital behavior and aligns with policy goals, specifically examining if a fixed payment model is sufficient to drive quality improvement in resource-constrained rural settings.
A retrospective longitudinal study was conducted using a dataset of rural Pennsylvania hospitals from 2015 to 2023, compiled from the Pennsylvania Health Care Cost Containment Council and other public sources. The main outcome variables were comprehensive, risk-adjusted indices for 30-day readmission and mortality rates. To account for baseline differences, temporal trends, and staggered policy adoption, we used a robust difference-in-differences approach to isolate the policy effect from confounding factors. A comprehensive set of covariates was included, covering hospital characteristics, financial metrics, and sociodemographics.
The analysis found no statistically significant average treatment effect of PARHM participation on either risk-adjusted readmission or in-hospital mortality rates across multiple robust model specifications. The absence of a quality effect was consistent even with a 1-year lag. Notably, favorable selection bias was identified, as participating hospitals had significantly better baseline quality outcomes than nonparticipants, which may temper the expected policy impact. Crucially, factors external to PARHM, such as network affiliation (i.e., integrated delivery system membership), were found to be significantly associated with lower mortality and readmission rates. This highlights the critical importance of partnerships for rural hospital executives. The finding suggests that simple revenue stabilization may be insufficient to drive meaningful quality improvement in complex rural healthcare settings; executives should prioritize structural investments in care coordination and strategic partnerships (i.e., network affiliation) to improve quality metrics. Managerial interpretation suggests that global budgets must be coupled with strategic investments in technology and staffing.
Hospital executives should not rely on global budgets alone to drive quality improvement. Instead, leaders must couple financial revenue stability with concurrent, strategic investments in high-touch care coordination staffing, shared health information technology, and formal network affiliations or integrated delivery system partnerships.

PMID:
43007314
Bibliographic data and abstract were imported from PubMed on 10 Nov 2026.

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