ReviewSurgery open science2023
Which, how, and what? Using digital tools to train surgical skills; a systematic review and meta-analysis.
Review in Surgery open science, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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
8 citing papers in PubMed.
- A serious video game for teaching basic point-of-care echocardiography skills: a non-inferiority trial.BMC medical education · 2026Trial
- Effectiveness of Simulation-Based Gynecologic Endoscopy Training: A Systematic Review Comparing Objective Technical Skill Performance.International journal of women's health · 2026Review
- Article
- Impact on outcomes of a personalized educational intervention for surgeons in the management of open tibial fractures in Latin America: a before-and-after study in three low- and middle-income countries.European journal of orthopaedic surgery & traumatology : orthopedie traumatologie · 2025Observational
- Overview of surgical training and assessment of surgical skills: a narrative review.Frontiers in surgery · 2025Review
- Implementation of a Digital Health Technology Platform Improves Neurosurgical Resident Communication Skills.Cureus · 2024Article
- Immersive collaborative virtual reality for case-based graduate student teaching in thoracic surgery: A piloting study.Surgery open science · 2024Article
- Surgical Skill Decay as a Result of the COVID-19 Pandemic.Life (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Digital tools like digital box trainers and VR seem promising in delivering safe and tailored practice opportunities outside of the surgical clinic, yet understanding their efficacy and limitations is essential. This study investigated Methods: Medline, Embase, and Cochrane libraries were systematically reviewed for randomized trials, evaluating digital skill-training tools based on objective outcomes (skills scores and completion time) in surgical residents. Digital tools effectiveness were compared against controls, wet/dry lab training, and other digital tools. Tool and training factors subgroups were analysed, and studies were assessed on their primary outcomes: technical and/or non-technical. Results: The 33 included studies involved 927 residents and six digital tools; digital box trainers, (immersive) virtual reality (VR) trainers, robot surgery trainers, coaching and feedback, and serious games. Digital tools outperformed controls in skill scores (SMD 1.66 [1.06, 2.25], Conclusion: While the efficacy of digital tools in enhancing technical surgical skills is evident - especially for VR-trainers -, there is a lack of evidence regarding non-technical skills, and need to improve methodological robustness of research on new (digital) tools before they are implemented in curricula. Key message: This study provides critical insight into the increasing presence of digital tools in surgical training, demonstrating their usefulness while identifying current challenges, especially regarding methodological robustness and inattention to non-technical skills.
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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.