Related Experiment Video
Updated: Mar 21, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Hospital markup and operation outcomes in the United States
Faiz Gani1, Aslam Ejaz2, Martin A Makary3
1Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, MD.
Insights
Hospital price markup for surgeries varies widely, with some charging over four times the cost. Hospitals with extreme markups showed higher rates of perioperative morbidity, impacting patient outcomes.
Area of Science:
- Health Economics
- Healthcare Management
- Surgical Outcomes
Background:
- Hospital pricing for procedures lacks regulatory oversight.
- Significant financial implications arise from hospital charges for operations.
- Understanding price variation is crucial for healthcare cost analysis.
Purpose of the Study:
- To analyze national variations in hospital price markup for major cardiothoracic and gastrointestinal operations.
- To assess the relationship between hospital price markup and perioperative outcomes.
- To identify characteristics of hospitals with extreme price markups.
Main Methods:
- Utilized Nationwide Inpatient Sample data from 2012 for cardiothoracic and gastrointestinal procedures.
- Calculated markup ratios (charges to costs) for total hospitalization costs.
- Employed multivariable, hierarchical logistic regression to determine risk-adjusted morbidity, failure-to-rescue, and mortality.
Main Results:
- Markup ratios ranged from 0.5 to 12.2, with a median of 2.8.
- Extreme markup hospitals (top quartile, >3.9) had a median markup of 4.9.
- Hospitals with extreme markups were more often large, urban, nonteaching, and for-profit, with higher perioperative morbidity (32.7% vs. 26.4%).
Conclusions:
- Significant national variation exists in hospital price markup for major surgical procedures.
- Approximately 25% of hospitals charge four times the actual cost of care.
- Hospitals exhibiting extreme price markups were associated with increased perioperative morbidity.
Background:
Although the price hospitals charge for operations has broad financial implications, hospital pricing is not subject to regulation. We sought to characterize national variation in hospital price markup for major cardiothoracic and gastrointestinal operations and to evaluate perioperative outcomes of hospitals relative to hospital price markup.
Methods:
All hospitals in which a patient underwent a cardiothoracic or gastrointestinal procedure were identified using the Nationwide Inpatient Sample for 2012. Markup ratios (ratio of charges to costs) for the total cost of hospitalization were compared across hospitals. Risk-adjusted morbidity, failure-to-rescue, and mortality were calculated using multivariable, hierarchical logistic regression.
Results:
Among the 3,498 hospitals identified, markup ratios ranged from 0.5-12.2, with a median markup ratio of 2.8 (interquartile range 2.7-3.9). For the 888 hospitals with extreme markup (greatest markup ratio quartile: markup ratio >3.9), the median markup ratio was 4.9 (interquartile range 4.3-6.0), with 10% of these hospitals billing more than 7 times the Medicare-allowable costs (markup ratio ≥7.25). Extreme markup hospitals were more often large (46.3% vs 33.8%, P < .001), urban, nonteaching centers (57.0% vs 37.9%, P < .001), and located in the Southern (46.4% vs 32.8%, P < .001) or Western (27.8% vs 17.6%, P < .001) regions of the United States. Of the 639 investor-owned, for-profit hospitals, 401 hospitals (62.8%) had an extreme markup ratio compared with 19.3% (n = 452) and 6.8% (n = 35) of nonprofit and government hospitals, respectively. Perioperative morbidity (32.7% vs 26.4%, P < .001) was greater at extreme markup hospitals.
Conclusion:
There is wide variation in hospital markup for cardiothoracic and gastrointestinal procedures, with approximately a quarter of hospital charges being 4 times greater than the actual cost of hospitalization. Hospitals with an extreme markup had greater perioperative morbidity.
More Related Videos
11:58Minimally Invasive Thumb-sized Pterional Craniotomy for Surgical Clip Ligation of Unruptured Anterior Circulation Aneurysms
Published on: August 11, 2015
07:48Intraoperative Video Consultation Following Bile Duct Transection Facilitates Direct OR Transfer for Robotic Hepaticojejunostomy at Tertiary Center
Published on: January 9, 2026
Related Concept Videos
Hospitals-I
Hospitals-II
Nurses that work in...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Standards of Care I