Pediatric anesthesia & critical care
Predicting Procedure Time in Pediatric Dental Rehabilitation Under General Anesthesia: The Role of Preoperative Factors and Age‐Based Models
Authors' conclusion
Developing an age-specific fitted equation based on site-specific operating room (OR) data improves procedure time prediction for pediatric dental rehabilitation under GA.
Study context
- Population
- Children undergoing dental rehabilitation under general anesthesia (GA), January 2022–December 2023
- Participants
- 255 cases
- Exposure
- Age-based fitted equation vs EPIC's analytics
- Outcome
- Preoperative patient-specific factors influencing procedure duration
Methodological detailsprediction model development
- Prediction model development
Main finding
As reported in the abstract
Predictors of procedure duration
- Age strongest patient-specific predictor of procedure duration (R2 = 50.73%)
- p < 0.001
- Age-based equation improved prediction accuracy vs EPIC's analytics, age 3-5
- 42%
- Age-based equation improved prediction accuracy vs EPIC's analytics, age 13-18
- 114%
Observational data: associations, not effects.
Original publication
Predicting Procedure Time in Pediatric Dental Rehabilitation Under General Anesthesia: The Role of Preoperative Factors and Age‐Based Models. Paediatr Anaesth. Published 20 November 2025. doi:10. 1111/ pan. 70087
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