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Updated: Jun 17, 2025

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Hospital-based skilled nursing facility survival: Organizational and market-level predictors
Hospital-based skilled nursing facilities (HBSNFs) in large, non-profit hospitals and less competitive markets show higher survival rates. This finding aids administrators in resource allocation for HBSNF continuity.
Area of Science:
- Healthcare Management
- Organizational Ecology
- Health Services Research
Background:
- Healthcare payment reforms, including the prospective payment system (PPS), influenced hospital ownership of skilled nursing facilities (SNFs).
- Despite changes in reimbursement policies, many hospitals continue to operate hospital-based skilled nursing facilities (HBSNFs).
Purpose of the Study:
- To investigate organizational and market factors impacting HBSNF survival.
- To apply the population ecology of organizations framework to understand HBSNF persistence.
Main Methods:
- Analysis of American Hospital Association survey data for U.S. acute care hospitals with HBSNFs from 1998 to 2020.
- Event history analysis using Cox regressions to determine HBSNF closure risks.
- Key variables included hospital size, ownership, financial margin, market competition, and Medicare Advantage penetration.
Main Results:
- HBSNFs in large, not-for-profit hospitals demonstrated increased survival odds.
- HBSNFs in less competitive markets exhibited greater longevity.
- Hospital size and ownership significantly influenced HBSNF survival rates.
Conclusions:
- Findings suggest that hospital size and ownership, alongside market competition, are critical determinants of HBSNF survival.
- Administrators can use these insights to strategically allocate resources, particularly in small, for-profit facilities within competitive markets.
- Maintaining HBSNFs aligns with regulatory emphasis on continuity of care.
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