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Hospital variation in survival after pediatric in-hospital cardiac arrest
Insights
Validated methods to risk-standardize pediatric survival rates after in-hospital cardiac arrest are needed. A predictive model was developed, showing persistent variation in survival rates across hospitals after risk-adjustment.
Area of Science:
- Pediatric critical care medicine
- Cardiovascular research
- Health services research
Background:
- Survival rates for pediatric in-hospital cardiac arrest (IHCA) vary significantly between hospitals.
- Validated methods for risk-standardizing pediatric IHCA survival rates are currently lacking.
Purpose of the Study:
- To develop and validate a model to predict survival to hospital discharge after pediatric IHCA.
- To calculate risk-standardized survival rates for hospitals with a minimum of 10 pediatric IHCA cases.
Main Methods:
- Utilized data from the American Heart Association's Get With the Guidelines-Resuscitation registry (2006-2010).
- Developed a multivariable hierarchical logistic regression model with 13 patient-level predictors.
- Validated the model using bootstrap methods and calculated risk-standardized survival rates for 30 hospitals with ≥10 pediatric IHCA cases.
Main Results:
- Identified 1551 pediatric IHCA cases.
- The predictive model demonstrated good discrimination (C-statistic 0.71, validated C-statistic 0.69).
- Unadjusted survival rates varied widely (0-61%); risk-standardized rates narrowed but still showed significant variation (29-48%).
Conclusions:
- A validated model for predicting pediatric IHCA survival was developed using a national registry.
- Significant variation in hospital survival rates persisted even after risk-standardization.
- Future research should leverage these models to identify best practices at high-performing hospitals to improve pediatric cardiac arrest outcomes.
Background:
Although survival after in-hospital cardiac arrest is likely to vary among hospitals caring for children,validated methods to risk-standardize pediatric survival rates across sites do not currently exist.
Methods And Results:
From 2006 to 2010, within the American Heart Association's Get With the Guidelines-Resuscitation registry for in-hospital cardiac arrest, we identified 1551 cardiac arrests in children (<18 years). Using multivariable hierarchical logistic regression, we developed and validated a model to predict survival to hospital discharge and calculated risk-standardized rates of cardiac arrest survival for hospitals with a minimum of 10 pediatric cardiac arrest cases. A total of 13 patient-level predictors were identified: age, sex, cardiac arrest rhythm, location of arrest, mechanical ventilation, acute nonstroke neurological event, major trauma, hypotension, metabolic or electrolyte abnormalities, renal insufficiency, sepsis, illness category, and need for intravenous vasoactive agents prior to the arrest. The model had good discrimination (C-statistic of 0.71), confirmed by bootstrap validation (validation C-statistic of 0.69). Among 30 hospitals with ≥10 cardiac arrests, unadjusted hospital survival rates varied considerably (median, 37%; interquartile range, 24-42%; range, 0-61%). After risk-standardization, the range of hospital survival rates narrowed (median, 37%; interquartile range, 33-38%; range, 29-48%), but variation in survival persisted.
Conclusions:
Using a national registry, we developed and validated a model to predict survival after in-hospital cardiac arrest in children. After risk-standardization, significant variation in survival rates across hospitals remained. Leveraging these models, future studies can identify best practices at high-performing hospitals to improve survival outcomes for pediatric cardiac arrest. (
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