Related Experiment Video
Updated: Aug 31, 2025

Creation of Patient-Specific Silicone Cardiac Models with Applications in Pre-surgical Plans and Hands-on Training
Published on: February 10, 2022
Congenital Heart Surgery Program Variable Case Mix: Risk Associated With Adjusted Mortality Rate
Garick D Hill1, James Tweddell2, Andrew Redington1
1The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio.
Insights
Congenital heart surgery programs show significant variation in risk stratification, with a higher proportion of lower-risk STAT 1 cases correlating with lower adjusted mortality rates. This suggests differences in surgical decision-making philosophies impact outcomes.
Area of Science:
- Cardiovascular Surgery
- Health Services Research
- Medical Informatics
Background:
- Congenital heart operations are risk-stratified using The Society of Thoracic Surgeons-European Association of Cardio-Thoracic Surgery Congenital Heart Surgery (STAT) Mortality Categories.
- Adjusted mortality rates aim to account for variations in patient case mix.
Purpose of the Study:
- To evaluate the variability in STAT 1 (lowest risk) cases as a percentage of total operations and as a ratio to STAT 4+5 (highest risk) operations across congenital heart surgery programs.
- To assess the relationship between this variability and adjusted mortality rates.
Main Methods:
- Data from The Society of Thoracic Surgeons Congenital Heart Surgery Public Reporting were analyzed for the top 50 U.S. News & World Report Cardiology and Heart Surgery Programs (2015-2018).
- Variability in STAT 1 cases (percentage of total and ratio to STAT 4+5) was assessed.
- The association between the STAT 1:STAT 4+5 ratio and adjusted mortality was examined.
Main Results:
- A significant 4-fold difference in the STAT 1 to STAT 4+5 ratio was observed among programs.
- Programs with the highest STAT 1:STAT 4+5 ratio demonstrated a significantly lower median adjusted mortality rate (2.2% vs. 2.95%, P = .03).
- An inverse relationship between the STAT 1:STAT 4+5 ratio and adjusted mortality did not reach statistical significance (P = .12).
Conclusions:
- Substantial variation in the proportion of STAT 1 cases suggests differing clinical decision-making philosophies among congenital heart surgery programs.
- While the STAT mortality risk model adjusts for case mix, it does not fully account for all inter-program variability.
- The findings highlight potential areas for quality improvement and standardized risk assessment in congenital heart surgery.
Background:
Congenital heart operations are categorized into risk categories based on The Society of Thoracic Surgeons-European Association of Cardio-Thoracic Surgery Congenital Heart Surgery (STAT) Mortality Categories. The adjusted mortality rate should adjust for case mix.
Methods:
The Society of Thoracic Surgeons Congenital Heart Surgery Public Reporting data were extracted for the top 50 U.S. News & World Report Cardiology and Heart Surgery Programs in 2021 (operations from January 2015 to December 2018). Variability in STAT 1 as a percentage of total operations and as a ratio to STAT 4+5 operations was evaluated.
Results:
STAT 1 cases varied between centers from 18% to 37% of total. The ratio of STAT 1 to STAT 4+5 varied from 0.52 to 1.97. There was an inverse relationship between the STAT 1:STAT 4+5 ratio and adjusted mortality rate that did not reach statistical significance (P = .12). When programs (n = 12) in the quartiles with the highest vs lowest STAT 1:STAT 4+5 ratio were compared, a significant difference was found in the median adjusted mortality rate (2.2% vs 2.95%, P = .03).
Conclusions:
There is a 4-fold difference in the ratio of STAT 1 to STAT 4+5 cases among congenital heart surgery programs, even when smaller programs are excluded, suggesting significant differences in the decision-making philosophy. Programs with the highest proportion of STAT 1 cases had lower adjusted mortality rate, suggesting that The Society of Thoracic Surgery Congenital Heart Surgery Database mortality risk model adjusts well but not completely for case-mix variability between programs.
Related Concept Videos
Relative Risk
Hazard Rate
Imbalances in Cardiac Output
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...
Mitral Stenosis IV: Nursing Management
Cardiomyopathy VII: Pre and Post Operative Nursing Management
Cardiomyopathy III: Hypertrophic Cardiomyopathy

