N/A
N=735
Use of Predictive Modeling to Improve Operating Room Scheduling Efficiency
Operating Room Scheduling
Bottom Line
View on ClinicalTrials.gov: NCT01892865 ↗Enrolled (actual)
735
Serious AEs
—
Results posted
Jan 2018
Primary outcome: Primary: Difference Between the Actual and Predicted Length of Operative Day (in Minutes) — 30.8; 7.2 Minutes — p=0.024
Study Design & Population
- Study type
- Interventional
- Phase
- N/A
- Interventions
- Scheduling using historical means (Other); Scheduling using regression modeling system (Other)
- Age
- Pediatric, Adult, Older Adult
- Sex
- All
- Sponsor
- VA Office of Research and Development
- Primary completion
- Dec 2015
Outcome Measures
| Outcome | Result | p-value |
|---|---|---|
| PRIMARY Difference Between the Actual and Predicted Length of Operative Day (in Minutes) |
30.8; 7.2 | 0.024 sig |
| SECONDARY Difference in Throughput |
3.33; 3.79 | 0.04 sig |
| SECONDARY Operative Suite Personnel Job Satisfaction |
3.23; 2.04; 11.82; 10.03; 37.51; 40.47 | 0.04 sig |
| SECONDARY Complications: A Composite Endpoint of Death, Myocardial Infarction, Bleeding, Amputation |
8; 12 | 0.44 |
Summary
This study compares two different methodologies of scheduling cases in the operating room.
Eligibility Criteria
Inclusion Criteria
- The only requirement for including a day in the study will be that all the procedures performed in that specific day have been previously performed in our hospital at least 5 times a year for each of the last three years. This rule will encompass the vast majority of the performed vascular procedures in our facility. Setting the threshold at a minimum of 5 cases per year is essential to assure that some data will be available to calculate the expected length of the case with either the traditional or the predictive modeling system. If a case is performed in a day when the scheduling imprecision is supposed to be calculated using the PMS but modeling data do not exist, then the anticipated length of this case will be calculated using the historic means.
- Surgery cancellation after the first case will not disqualify that day from inclusion in the study. If the cancellation occurs in the last case of the sequence for the specific day then no particular intervention will be taken. The anticipated end of the surgical day will reset to the end of the last case that took place, and all the imprecision calculations will be performed as described below. If the cancellation occurs in one of the intermediate cases, then the end of the operative day will reset to reflect the removal of the cancelled case.
Exclusion Criteria
A day will be excluded from the study when any of the following occur (based on historical data the investigators anticipate 10-15% of the operative days to meet the exclusion criteria):
- Only one or no cases have been scheduled for the entire operative day
- An emergency case is added as first case, or in between the scheduled cases.
- The operative day falls during a major holiday week (Thanksgiving, Christmas, New Year). The schedule during these time periods tends to be fragmented, cancellation rates are high, and cases are frequently performed with back-up teams only. All these factors may distort the findings.
- There is an unusual case in the schedule that does not meet the minimum requirement of 5 previous operations on a yearly basis for the last three years.
- The first case of the day is cancelled
Data sourced from ClinicalTrials.gov (NCT01892865). Outcome figures and adverse-event rates are extracted automatically from the registry's posted results and are provided for clinician reference, not as a substitute for the primary publication.