SynthesisBJS open2021
Virtual reality simulation in robot-assisted surgery: meta-analysis of skill transfer and predictability of skill.
Synthesis in BJS open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
38 citing papers in PubMed, 5 syntheses or guidelines pooled it, 92 citations in OpenAlex.
- Technology-enhanced training in basic robotic surgical skills: a systematic review.Journal of robotic surgery · 2026Pooled it
- Identifying Research Priorities in Digital Education for Health Care: Umbrella Review and Modified Delphi Method Study.Journal of medical Internet research · 2025Pooled it
- Acceptance and use of extended reality in surgical training: an umbrella review.Systematic reviews · 2024Pooled it
- Effectiveness of virtual and augmented reality for cardiopulmonary resuscitation training: a systematic review and meta-analysis.BMC medical education · 2024Pooled it
- Transfer of open and laparoscopic skills to robotic surgery: a systematic review.Journal of robotic surgery · 2023Pooled it
- The impact of immersive virtual reality training in thyroid surgery: a prospective randomized controlled trial.Updates in surgery · 2025Trial
- Multi-perspective analysis of daVinci surgical virtual reality training: a prospective randomized controlled study.Journal of robotic surgery · 2025Trial
- Robotic hepaticojejunostomy training in novices using robotic simulation and dry-lab suturing (ROSIM): randomized controlled crossover trial.Surgical endoscopy · 2024Trial
- Randomized controlled trial of the CMR immersive virtual reality (IVR) headset training compared to e-learning for operating room configuration of the CMR versius robot.Journal of robotic surgery · 2024Trial
- Home practice for robotic surgery: a randomized controlled trial of a low-cost simulation model.Journal of robotic surgery · 2023Trial
- Robotic-assisted versus laparoscopic bowel anastomoses: randomized crossover in vivo experimental study.Surgical endoscopy · 2023Trial
- Impact of educational video on performance in robotic simulation training (TAKUMI-1): a randomized controlled trial.Journal of robotic surgery · 2023Trial
- Serious gaming and virtual reality in the multimodal training of laparoscopic inguinal hernia repair: a randomized crossover study.Surgical endoscopy · 2023Trial
- Acquisition of robotic surgical skills does not require laparoscopic training: a randomized controlled trial.Surgical endoscopy · 2022Trial
- Quality over quantity: early performance predicts suturing proficiency in robotic surgery simulation.Journal of robotic surgery · 2026Observational
- Training benchmarks for the Fundamentals of Robotic Surgery virtual reality tasks.Surgical endoscopy · 2026Article
- Does training on robotic virtual reality simulators improve the post-training robotic surgical skills of surgeons? A systematic review and meta-analysis.Journal of minimal access surgery · 2026Article
- Comparative Effectiveness of Physical and Virtual Reality Simulators in Robotic Surgical Training.Journal of clinical medicine · 2026Article
- Robotic Thoracic Surgery: Current Landscape and Future Directions.Interdisciplinary cardiovascular and thoracic surgery · 2026Review
- A swine model for surgical training in various types of robotic liver resection with surgical videos.Journal of robotic surgery · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe value of virtual reality (VR) simulators for robot-assisted surgery (RAS) for skill assessment and training of surgeons has not been established. This systematic review and meta-analysis aimed to identify evidence on transferability of surgical skills acquired on robotic VR simulators to the operating room and the predictive value of robotic VR simulator performance for intraoperative performance.
methodsMEDLINE, Cochrane Central Register of Controlled Trials, and Web of Science were searched systematically. Risk of bias was assessed using the Medical Education Research Study Quality Instrument and the Newcastle-Ottawa Scale for Education. Correlation coefficients were chosen as effect measure and pooled using the inverse-variance weighting approach. A random-effects model was applied to estimate the summary effect.
resultsA total of 14 131 potential articles were identified; there were eight studies eligible for qualitative and three for quantitative analysis. Three of four studies demonstrated transfer of surgical skills from robotic VR simulators to the operating room measured by time and technical surgical performance. Two of three studies found significant positive correlations between robotic VR simulator performance and intraoperative technical surgical performance; quantitative analysis revealed a positive combined correlation (r = 0.67, 95 per cent c.i. 0.22 to 0.88).
conclusionTechnical surgical skills acquired through robotic VR simulator training can be transferred to the operating room, and operating room performance seems to be predictable by robotic VR simulator performance. VR training can therefore be justified before operating on patients.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.