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Duration of Postoperative Mechanical Ventilation as a Quality Metric for Pediatric Cardiac Surgical Programs
Michael Gaies1, David K Werho2, Wenying Zhang3
1Division of Cardiology, Department of Pediatrics, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan; Center for Healthcare Outcomes & Policy, University of Michigan, Ann Arbor, Michigan.
Insights
Postoperative mechanical ventilation duration (POMV) is a key quality metric for pediatric cardiac surgery. This study developed a model to assess hospital performance, revealing significant variation in POMV across centers.
Area of Science:
- Pediatric Cardiac Surgery
- Quality Improvement Metrics
- Critical Care Medicine
Background:
- Limited quality metrics exist for pediatric cardiac surgical programs.
- Postoperative mechanical ventilation duration (POMV) is a potential quality indicator linked to complications and resource use.
- Assessing hospital performance requires case-mix adjustment.
Purpose of the Study:
- To develop a case-mix-adjusted model for predicting POMV duration.
- To explore variations in hospital performance using POMV metrics.
- To identify potential quality improvement opportunities in pediatric cardiac surgery.
Main Methods:
- Utilized the Pediatric Cardiac Critical Care Consortium registry (4,739 hospitalizations, 15 hospitals).
- Developed a predictive model for POMV duration, accounting for patient characteristics.
- Employed bootstrap resampling for robust standard error estimates.
- Created observed-to-expected (O/E) POMV ratios for hospital benchmarking.
Main Results:
- 65.6% of patients required POMV; neonatal age significantly impacted predicted duration.
- A threefold variation in O/E POMV ratios (0.6-1.7) was observed across hospitals.
- One hospital performed better-than-expected, and three performed worse-than-expected (p < 0.05).
Conclusions:
- A novel case-mix-adjusted model for predicting POMV duration was developed.
- Observed-to-expected POMV duration metrics show inter-hospital variation suitable for quality benchmarking.
- Identifying high-performing centers can drive quality improvement initiatives to safely reduce POMV.
Background:
Few metrics exist to assess quality of care at pediatric cardiac surgical programs, limiting opportunities for benchmarking and quality improvement. Postoperative duration of mechanical ventilation (POMV) may be an important quality metric because of its association with complications and resource utilization. In this study we modelled case-mix-adjusted POMV duration and explored hospital performance across POMV metrics.
Methods:
This study used the Pediatric Cardiac Critical Care Consortium clinical registry to analyze 4,739 hospitalizations from 15 hospitals (October 2013 to August 2015). All patients admitted to pediatric cardiac intensive care units after an index cardiac operation were included. We fitted a model to predict duration of POMV accounting for patient characteristics. Robust estimates of SEs were obtained using bootstrap resampling. We created performance metrics based on observed-to-expected (O/E) POMV to compare hospitals.
Results:
Overall, 3,108 patients (65.6%) received POMV; the remainder were extubated intraoperatively. Our model was well calibrated across groups; neonatal age had the largest effect on predicted POMV. These comparisons suggested clinically and statistically important variation in POMV duration across centers with a threefold difference observed in O/E ratios (0.6 to 1.7). We identified 1 hospital with better-than-expected and 3 hospitals with worse-than-expected performance (p < 0.05) based on the O/E ratio.
Conclusions:
We developed a novel case-mix-adjusted model to predict POMV duration after congenital heart operations. We report variation across hospitals on metrics of O/E duration of POMV that may be suitable for benchmarking quality of care. Identifying high-performing centers and practices that safely limit the duration of POMV could stimulate quality improvement efforts.
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