Improving Planned Surgical Case Duration Accuracy by Leveraging the EHR and Predictive Modeling
Completed
- Conditions
- Operative Time
- Registration Number
- NCT03471377
- Lead Sponsor
- Memorial Sloan Kettering Cancer Center
- Brief Summary
The investigators are studying the duration it takes surgeons to complete their respective surgical cases. The hospital hopes to improve the overall operating room scheduling accuracy from this project.
- Detailed Description
Not available
Recruitment & Eligibility
- Status
- COMPLETED
- Sex
- All
- Target Recruitment
- 683
Inclusion Criteria
- A surgeon or OR staff member in the Department of Surgery Gynecology and Colorectal service
Exclusion Criteria
- Any new surgeon that starts their practice during the study
- Surgery will take place at a location other than the Main hospital or Josie Robertson Surgical Center
- Cases where input data was not available prior to the prediction generation including late add-on cases such as urgent and emergent cases that are placed on the schedule less than 24 hours before the surgery
Study & Design
- Study Type
- OBSERVATIONAL
- Study Design
- Not specified
- Primary Outcome Measures
Name Time Method duration it takes surgeons to complete their respective surgical cases 1 year All Gynecology (GYN) and Colorectal (CRS) Surgeons at MSKCC will be included. To test the hypothesis that the developed surgical case duration prediction model compared to the current process of estimating surgical case durations, will show improved prediction accuracy, measured by mean absolute error.
- Secondary Outcome Measures
Name Time Method
Trial Locations
- Locations (1)
Memoral Sloan Kettering Basking Ridge
🇺🇸New York, New York, United States
Memoral Sloan Kettering Basking Ridge🇺🇸New York, New York, United States