A cross-sectional analysis of variation in charges and prices across California for percutaneous coronary intervention
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Updated: Apr 26, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Renee Y Hsia1, Yaa Akosa Antwi2, Ellerie Weber3
1Department of Emergency Medicine, University of California San Francisco, San Francisco, California, United States of America.
Insights
Hospital charges for percutaneous coronary intervention (PCI) vary significantly, with factors like location and ownership influencing costs. Most price variation remains unexplained by hospital characteristics.
Area of Science:
- Health Economics
- Healthcare Management
- Cardiovascular Interventions
Background:
- Previous research indicates significant variation in hospital pricing for procedures.
- However, limited data exists on price discrepancies for specific, common care episodes.
Purpose of the Study:
- To analyze price variations for drug-eluting stent percutaneous coronary intervention (PCI) without complications (MS-DRG-247).
- To identify hospital and market factors influencing these PCI charges.
Main Methods:
- Cross-sectional analysis of California hospital discharge data (2011) for MS-DRG-247.
- Two-part linear regression to adjust for patient characteristics and assess influence of hospital/market factors.
Main Results:
- Uncomplicated PCI charges ranged from $22,047 to $165,386 (median $88,350).
- Higher charges correlated with high cost-of-living areas, rural locations, and more Medicare patients; government hospitals charged less.
- Model explained 43% of charge variation; estimated private insurer prices ranged from $3,421 to $80,903 (median $28,571).
Conclusions:
- Significant hospital price variation exists for uncomplicated PCI, a standardized care episode.
- Observable hospital characteristics explain only a portion of the wide price discrepancies.
Background:
Though past studies have shown wide variation in aggregate hospital price indices and specific procedures, few have documented or explained such variation for distinct and common episodes of care.
Objectives:
We sought to examine the variability in charges for percutaneous coronary intervention (PCI) with a drug-eluting stent and without major complications (MS-DRG-247), and determine whether hospital and market characteristics influenced these charges.
Methods:
We conducted a cross-sectional analysis of adults admitted to California hospitals in 2011 for MS-DRG-247 using patient discharge data from the California Office of Statewide Health Planning and Development. We used a two-part linear regression model to first estimate hospital-specific charges adjusted for patient characteristics, and then examine whether the between-hospital variation in those estimated charges was explained by hospital and market characteristics.
Results:
Adjusted charges for the average California patient admitted for uncomplicated PCI ranged from $22,047 to $165,386 (median: $88,350) depending on which hospital the patient visited. Hospitals in areas with the highest cost of living, those in rural areas, and those with more Medicare patients had higher charges, while government-owned hospitals charged less. Overall, our model explained 43% of the variation in adjusted charges. Estimated discounted prices paid by private insurers ranged from $3,421 to $80,903 (median: $28,571).
Conclusions:
Charges and estimated discounted prices vary widely between hospitals for the average California patient undergoing PCI without major complications, a common and relatively homogeneous episode of care. Though observable hospital characteristics account for some of this variation, the majority remains unexplained.
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