Trial reportJAMA network open2020
Effectiveness of Immersive Virtual Reality on Orthopedic Surgical Skills and Knowledge Acquisition Among Senior Surgical Residents: A Randomized Clinical Trial.
Trial report in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 78 papers, 6 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.
Effectiveness of Immersive Virtual Reality Training Compared to Instructional Technical Surgical Video: A Randomized Controlled Trial
The Impact of Immersive Virtual Reality Training in Thyroid Surgery: A Prospective Randomized Controlled Trial
Who cites it
78 citing papers in PubMed, 6 syntheses or guidelines pooled it, 173 citations in OpenAlex.
- Effectiveness of extended reality in simulation-based ultrasound-guided regional anesthesia training: a systematic review.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2026Pooled it
- Simulation training in spinal endoscopic surgery: a systematic review of current status.Neurosurgical review · 2026Pooled it
- Identifying the most recommended novel teaching strategy in orthopaedics education: a systematic review and network meta-analysis.Frontiers in medicine · 2026Pooled it
- Using Virtual Reality to Enhance Surgical Skills and Engagement in Orthopedic Education: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Effects of wearable device training on upper limb motor function in patients with stroke: a systematic review and meta-analysis.The Journal of international medical research · 2024Pooled it
- Metaverse, virtual reality and augmented reality in total shoulder arthroplasty: a systematic review.BMC musculoskeletal disorders · 2024Pooled it
- Evaluating the Impact of Virtual Reality on Orthopedic Trauma Skills Acquisition Among Surgical Residents: Randomized Crossover Study.JMIR perioperative medicine · 2026Trial
- Immersive virtual reality simulation training enhances technical skill acquisition and procedural accuracy in cadaveric total knee arthroplasty.Archives of orthopaedic and trauma surgery · 2026Trial
- Teaching ultrasound-guided regional anesthesia using remote immersive virtual reality: a randomized controlled trial.Canadian journal of anaesthesia = Journal canadien d'anesthesie · 2026Trial
- A study comparing virtual reality simulation, 3D printed organ models and a combination of both for laparoscopy surgery skills acquisition.Surgical endoscopy · 2026Trial
- The impact of immersive virtual reality training in thyroid surgery: a prospective randomized controlled trial.Updates in surgery · 2025Trial
- Anterior cervical discectomy and fusion training with virtual reality: enhance cognition, attitudes, self-efficacy and performance in residents.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2025Trial
- Effects of Virtual Reality on Pain, Stress, and Affect in an Outpatient Chemotherapy Infusion Clinic: A Randomized Controlled Trial.Clinical journal of oncology nursing · 2025Trial
- 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
- Effectiveness of virtual reality compared to video training on acetabular cup and femoral stem implantation accuracy in total hip arthroplasty among medical students: a randomised controlled trial.International orthopaedics · 2024Trial
- Effectiveness of Virtual Reality Training in Teaching Personal Protective Equipment Skills: A Randomized Clinical Trial.JAMA network open · 2024Trial
- Researching the application of virtual reality in medical education: one-year follow-up of a randomized trial.BMC medical education · 2023Trial
- The Utility of Virtual Reality in Orthopedic Surgical Training.Journal of surgical educationTrial
- Use of Operative Video Technology in Surgical Education: A Systematic Review.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2026Review
- Utility of extended reality in shoulder arthroplasty: a meta-analysis of training efficiency and glenoid guidewire accuracy.Journal of shoulder and elbow arthroplasty · 2026Article
18 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Video learning prior to surgery is common practice for trainees and surgeons, and immersive virtual reality (IVR) simulators are of increasing interest for surgical training. The training effectiveness of IVR compared with video training in complex skill acquisition should be studied. Objectives: To evaluate whether IVR improves learning effectiveness for surgical trainees and to validate a VR rating scale through correlation to real-world performance. Design, Setting, and Participants: This block randomized, intervention-controlled clinical trial included senior (ie, postgraduate year 4 and 5) orthopedic surgery residents from multiple institutions in Canada during a single training course. An intention-to-treat analysis was performed. Data were collected from January 30 to February 1, 2020. Intervention: An IVR training platform providing a case-based module for reverse shoulder arthroplasty (RSA) for advanced rotator cuff tear arthropathy. Participants were permitted to repeat the module indefinitely. Main Outcomes and Measures: The primary outcome measure was a validated performance metric for both the intervention and control groups (Objective Structured Assessment of Technical Skills [OSATS]). Secondary measures included transfer of training (ToT), transfer effectiveness ratio (TER), and cost-effectiveness (CER) ratios of IVR training compared with control. Additional secondary measures included IVR performance metrics measured on a novel rating scale compared with real-world performance. Results: A total of 18 senior surgical residents participated; 9 (50%) were randomized to the IVR group and 9 (50%) to the control group. Participant demographic characteristics were not different for age (mean [SD] age: IVR group, 31.1 [2.8] years; control group, 31.0 [2.7] years), gender (IVR group, 8 [89%] men; control group, 6 [67%] men), surgical experience (mean [SD] experience with RSA: IVR group, 3.3 [0.9]; control group, 3.2 [0.4]), or prior simulator use (had experience: IVR group 6 [67%]; control group, 4 [44%]). The IVR group completed training 387% faster considering a single repetition (mean [SD] time for IVR group: 4.1 [2.5] minutes; mean [SD] time for control group: 16.1 [2.6] minutes; difference, 12.0 minutes; 95% CI, 8.8-14.0 minutes; P < .001). The IVR group had significantly better mean (SD) OSATS scores than the control group (15.9 [2.5] vs 9.4 [3.2]; difference, 6.9; 95% CI, 3.3-9.7; P < .001). The IVR group also demonstrated higher mean (SD) verbal questioning scores (4.1 [1.0] vs 2.2 [1.7]; difference, 1.9; 95% CI, 0.1-3.3; P = .03). The IVR score (ie, Precision Score) had a strong correlation to real-world OSATS scores (r = 0.74) and final implant position (r = 0.73). The ToT was 59.4%, based on the OSATS score. The TER was 0.79, and the system was 34 times more cost-effective than control, based on CER. Conclusions and Relevance: In this study, surgical training with IVR demonstrated superior learning efficiency, knowledge, and skill transfer. The TER of 0.79 substituted for 47.4 minutes of operating room time when IVR was used for 60 minutes. Trial Registration: ClinicalTrials.gov Identifier: NCT04404010.
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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.