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Association between objective performance indicators and patient outcomes in robotic surgery: a systematic review
Shaheer Ahmed1, Usama Waqar2, Hashim Salar3
1Islamabad Medical and Dental College, Islamabad, Pakistan.
Journal of Robotic Surgery
|December 9, 2025
Summary
Objective performance indicators (OPIs) from robotic surgery correlate with patient outcomes like blood loss and recovery. Combining OPIs with patient data improves outcome prediction, highlighting their value in assessing surgical quality.
Area of Science:
- Robotics in Medicine
- Surgical Quality Assessment
Background:
- Robotic surgery systems automatically collect objective performance indicators (OPIs).
- OPIs capture surgeon console gestures and patient cart activity.
- The clinical relevance of OPIs in robotic surgery requires systematic evaluation.
Purpose of the Study:
- To systematically review the association between OPIs and clinical outcomes in robotic surgery.
- To assess the utility of OPIs in predicting surgical outcomes.
Main Methods:
- Systematic review of nine studies evaluating OPIs in robotic surgery.
- Analysis of associations between OPIs and intra-operative and post-operative outcomes.
- Evaluation of predictive models incorporating OPIs versus clinical variables alone.
Main Results:
- OPIs demonstrated associations with estimated blood loss, operative time, hospital stay, continence recovery, quality of life, and surgical margins.
- Predictive models combining OPIs with patient/disease characteristics showed improved outcome prediction.
- OPIs provide meaningful data for surgical quality and patient outcomes.
Conclusions:
- OPIs are valuable indicators of surgical quality and patient outcomes in robotic surgery.
- Further multicenter research is needed to validate OPIs for training, benchmarking, and quality assessment.
- OPIs have the potential to enhance surgical performance evaluation and patient care.

