Evidence map›Paper›PMID 38814347›Full record

SynthesisSurgical endoscopy2024

Training in robotic-assisted surgery: a systematic review of training modalities and objective and subjective assessment methods.

A Masie Rahimi, Ezgi Uluç, Sem F Hardon, H Jaap Bonjer, Donald L van der Peet, Freek Daams

Registry-linked trialAbstract readSystematic Review
In one paragraph

Synthesis in Surgical endoscopy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07618429 (Control Location Using Two Commands), which is not on this map. Cited by 34 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT07618429 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Control Location Using Two Commands: Hand Versus Foot, Workload and Accuracy Response Trial: A Randomized Controlled Trial in Robotic Surgery Simulation

TypeinterventionalSponsorPrince of Songkla UniversityRan2026 to 2026Enrolled86ConditionsNo Disease or Condition is Being Studied, Surgical Procedures, Minimally InvasiveArmsHand Clutch, Foot Clutch
3 · Its place in the literature

Who cites it

34 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Trial
  4. Trial
  5. Article
  6. Article
  7. Article
  8. Instructional Design for Surgical Novices Based on Cognitive Load Theory: Implications for Urologic Surgery Training.International journal of urology : official journal of the Japanese Urological Association · 2026
    Review
  9. Article
  10. Observational
  11. Article
  12. Article
  13. The evolution of cardiothoracic surgery training: from apprenticeship to AI-assisted simulation.Kardiochirurgia i torakochirurgia polska = Polish journal of cardio-thoracic surgery · 2026
    Review
  14. Training and credentialing in robotic general surgery.International journal of colorectal disease · 2026
    Review
  15. Article
  16. Article
  17. Article
  18. Robot-assistedWorld journal of transplantation · 2026
    Article
  19. Observational
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

A Masie RahimiDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands. a.rahimi@amsterdamumc.nl.ORCID 0000-0001-5919-0599
Ezgi UluçDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands.
Sem F HardonDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands.
H Jaap BonjerDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands.
Donald L van der PeetDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands.
Freek DaamsDepartment of Surgery, Amsterdam UMC, Vrije Universiteit, Tafelbergweg 47, 1105 BD, Amsterdam, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe variety of robotic surgery systems, training modalities, and assessment tools within robotic surgery training is extensive. This systematic review aimed to comprehensively overview different training modalities and assessment methods for teaching and assessing surgical skills in robotic surgery, with a specific focus on comparing objective and subjective assessment methods.

methodsA systematic review was conducted following the PRISMA guidelines. The electronic databases Pubmed, EMBASE, and Cochrane were searched from inception until February 1, 2022. Included studies consisted of robotic-assisted surgery training (e.g., box training, virtual reality training, cadaver training and animal tissue training) with an assessment method (objective or subjective), such as assessment forms, virtual reality scores, peer-to-peer feedback or time recording.

resultsThe search identified 1591 studies. After abstract screening and full-texts examination, 209 studies were identified that focused on robotic surgery training and included an assessment tool. The majority of the studies utilized the da Vinci Surgical System, with dry lab training being the most common approach, followed by the da Vinci Surgical Skills Simulator. The most frequently used assessment methods included simulator scoring system (e.g., dVSS score), and assessment forms (e.g., GEARS and OSATS).

conclusionThis systematic review provides an overview of training modalities and assessment methods in robotic-assisted surgery. Dry lab training on the da Vinci Surgical System and training on the da Vinci Skills Simulator are the predominant approaches. However, focused training on tissue handling, manipulation, and force interaction is lacking, despite the absence of haptic feedback. Future research should focus on developing universal objective assessment and feedback methods to address these limitations as the field continues to evolve.

Indexed as

Clinical CompetenceRobotic Surgical ProceduresAnimalsCadaverEducational MeasurementHumansSimulation TrainingVirtual RealityAssessment methodsObjective assessmentRobotic-assisted surgeryRobotic surgery trainingSimulation trainingSubjective assessment

Identifiers

PMID38814347
PMCPMC11219449

What OpenQuestion holds

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LicenceCC BY
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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.