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General Review|Articles in Press

The role of high-fidelity simulation in the acquisition of endovascular surgical skills: a systematic review.

Open AccessPublished:March 08, 2023DOI:https://doi.org/10.1016/j.avsg.2023.02.025

      Abstract

      Introduction

      The widespread introduction of minimally invasive endovascular techniques in cardiovascular surgery has necessitated a transition in the psychomotor skillset of trainees and surgeons. Simulation has previously been used in surgical training; however, there is limited high quality evidence regarding the role of simulation-based training on the acquisition of endovascular skills.
      This systematic review aimed to systematically appraise the currently available evidence regarding endovascular high-fidelity simulation interventions, to describe the overarching strategies used, the learning outcomes addressed, the choice of assessment methodology, and the impact of education on learner performance.

      Methods

      A comprehensive literature review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement using relevant keywords to identify studies evaluating simulation in the acquisition of endovascular surgical skills. References of review articles were screened for additional studies.

      Results

      A total of 1081 studies were identified (474 after removal of duplicates). There was marked heterogeneity in methodologies and reporting of outcomes. Quantitative analysis was deemed inappropriate due to the risk of serious confounding and bias. Instead, a descriptive synthesis was performed, summarising key findings and quality components. Eighteen studies were included in the synthesis (15 observational, 2 case-control and 1 randomised control studies). Most studies measured procedure time, contrast usage, and fluoroscopy time. Other metrics were recorded to a lesser extent. Significant reductions were noted in both procedure and fluoroscopy times with the introduction of simulation-based endovascular training.

      Conclusion

      The evidence regarding the use of high-fidelity simulation in endovascular training is very heterogeneous. The current literature suggests simulation-based training leads to improvements in performance, mostly in terms of procedure and fluoroscopy time. High-quality randomised control trials are needed to establish the clinical benefits of simulation training, sustainability of improvements, transferability of skills and its cost-effectiveness.

      1. Introduction

      In recent years, vascular surgery has seen the introduction of several endovascular techniques. This has resulted in a paradigm shift with increasing evidence supporting the usage of endovascular techniques for the treatment of aneurysmal disease, peripheral arterial disease, and venous pathologies.[
      • Adam DJ
      • Beard JD
      • Cleveland T
      • Bell J
      • Bradbury AW
      • Forbes JF
      • et al.
      Bypass versus angioplasty in severe ischaemia of the leg (BASIL): multicentre, randomised controlled trial.
      • Dangas G
      • O'Connor D
      • Firwana B
      • Brar S
      • Ellozy S
      • Vouyouka A
      • et al.
      Open versus endovascular stent graft repair of abdominal aortic aneurysms: a meta-analysis of randomized trials.
      • Rana MA
      • Kalra M
      • Oderich GS
      • de Grandis E
      • Gloviczki P
      • Duncan AA
      • et al.
      Outcomes of open and endovascular repair for ruptured and nonruptured internal iliac artery aneurysms.
      ] This shift has been accompanied by a multitude of challenges and changes in training healthcare professionals.[
      • Buia A
      • Stockhausen F
      • Hanisch E
      Laparoscopic surgery: A qualified systematic review.
      ] Endovascular technologies have necessitated a transition in the psychomotor skillset of trainees and established surgeons, as they adapt to entirely new modes of practice. This is further compounded by rapid technological innovations and constant introduction of new devices.[
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ]
      The aim of specialist vascular surgical training programmes is to produce surgeons capable of independent practice in open and interventional techniques.[

      Surgeons RCo. Improving Surgical Training: Proposal for a pilot surgical training programme. 2015.

      ] Internationally, the training and education of vascular surgeons on the constantly evolving and ever growing endovascular techniques is crucial for their continuing professional development. However, within the United Kingdom, vascular trainees within these programmes are recognised to be the most dissatisfied trainees.

      Council GM. National training survey 2014 2014.

      ,

      Training JCoS. Second annual report of the JCST trainee survey. 2015.

      Reasons include an imbalance between training time and service provision; [

      Council GM. The State of Medical Education and Practice in the UK 2018.

      ] limited surgical experience;

      Surgeons RCo. Improving Surgical Training: Proposal for a pilot surgical training programme. 2015.

      ,

      England ME. Time for Training: a review of the impact of the European Working time Directive on the quality of training. 2010.

      and the loss of the ‘firm structure’ associated with the transition to shift systems.[

      Surgeons RCo. Improving Surgical Training: Proposal for a pilot surgical training programme. 2015.

      ] A recent report showed that up to 78% of trainees spent no time in theatre or performing core surgical skills during their most recent workday, and between 78% and 95% spent no time receiving any formal operative teaching.[

      Training JCoS. Second annual report of the JCST trainee survey. 2015.

      ] This lack of case-volume experience has important implications for patients.[
      • Gray WA
      • Rosenfield KA
      • Jaff MR
      • Chaturvedi S
      • Peng L
      • Verta P
      Influence of site and operator characteristics on carotid artery stent outcomes: analysis of the CAPTURE 2 (Carotid ACCULINK/ACCUNET Post Approval Trial to Uncover Rare Events) clinical study.
      ] Similar experiences have been reported in the United States where access to specialised care has languished with opportunities for specialty training in vascular medicine remain limited. In their recent review, Eberhardt et al. highlight that inadequate funding and under-recognition by accreditation and certification bodies are the primary driving forces for limited access to training within vascular medicine.[
      • Eberhardt RT
      • Bonaca MP
      • Daya HA
      • Garcia LA
      • Gupta K
      • Mena-Hurtado C
      • et al.
      Call for Formalized Pathways in Vascular Medicine Training.
      ] The situation only worsened in light of the COVID-19 pandemic, with significant reduction in operative experience necessitating extension to training for many trainees in order to meet the required level of competence.[
      • Clements JM
      • Burke JR
      • Hope C
      • Nally DM
      • Doleman B
      • Giwa L
      • et al.
      The quantitative impact of COVID-19 on surgical training in the United Kingdom.
      ] The requirement to obtain specific operative competencies within a restricted and curtailed training period has left trainees and educators seeking novel and innovative methods to gain competence and confidence within their training programmes.[

      Training TAoSi. Simulation in Surgical Training 2011.

      ]
      High-fidelity simulation is a form of simulation training that provides the learner with an environment which offers a significant degree of realism and believability to the teaching experience through the combined utilisation of: equipment, setting, scenario and personnel.[
      • Cook DA
      • Hamstra SJ
      • Brydges R
      • Zendejas B
      • Szostek JH
      • Wang AT
      • et al.
      Comparative effectiveness of instructional design features in simulation-based education: systematic review and meta-analysis.
      • Adamson K
      A Systematic Review of the Literature Related to the NLN/Jeffries Simulation Framework.
      • Rashid P
      • Gianduzzo TR
      Urology technical and non-technical skills development: the emerging role of simulation.
      • Choi YF
      • Wong TW
      High-fidelity simulation training programme for final-year medical students: implications from the perceived learning outcomes.
      ] It presents an opportunity for developing experience and competence in a wide-range of procedures within a safe space.
      • Stoehr F
      • Schotten S
      • Pitton MB
      • Dueber C
      • Schmidt F
      • Hansen NL
      • et al.
      Endovascular simulation training: a tool to increase enthusiasm for interventional radiology among medical students.
      ,
      • Badash I
      • Burtt K
      • Solorzano CA
      • Carey JN
      Innovations in surgery simulation: a review of past, current and future techniques.
      The simulated environment acts as a medium for structured mentoring with the added benefit of learning from mistakes, which entirely mitigates against the risk of patient injury and the medicolegal liability.[
      • Al-Elq AH
      Simulation-based medical teaching and learning.
      ] Table I summarises the different types of simulation modalities utilised for acquisition of procedural skills alongside their advantages and disadvantages. Given that most endovascular technologies were adopted in first-line clinical practice only in recent years, there is uncertainty of the value of simulation-based training in gaining endovascular skills.
      Table ITypes, advantages, and disadvantages of different technical skill simulators
      Simulation TypeExamplesAdvantagesDisadvantages
      Task Training Simulation
      • Cannulation arm
      • Box trainers
      • Suture mats
      • Injection pads
      • Relatively cheap.
      • Easy to implement.
      • Suitable for low resource settings.
      • Suitable for early stages in clinical practise.
      • Allows for a technical skill to be broken down into the essential component steps or simulating an isolated skill in its own right
      • Low fidelity
      • Does not allow for the replication of the full clinical encounter.
      • Requires additional equipment to create a more realistic experience.
      • Lack of objective feedback from simulator.
      Animal/Cadaveric/Wet-Lab Simulation
      • Live or dissected animal tissue material
      • Human tissue/cadavers
      • Provides a high-fidelity experience including anatomical variations.
      • Allows for simulation of an entire procedure.
      • Compatible with imaging (ultrasound/fluoroscopy) during the simulation.
      • Finite limited resource.
      • Costly.
      • Single use.
      • Require specialist facilities with appropriate licensing and ethical consideration.
      • Infection risks.
      • Cannot simulate active bleeding
      Virtual and augmented reality
      • Computer based simulation models.
      • Minimally invasive/robotic surgery simulators.
      • High fidelity.
      • Wide range of procedural simulations available.
      • Detailed objective simulator feedback.
      • Easily accessible.
      • Limited support faculty required.
      • Haptic feedback.
      • Re-usable.
      • Wide range of simulation options ranging from specific skill through to full procedures
      • Allows for patient-specific practise by pre-loading with patient’s CT/MRI.
      • Limited use of adjuvant imaging modalities
      • Cost associated with setting up and maintenance.
      • Lack of validated assessment protocols.
      Manikins
      • Resuscitation models
      • Trauma models
      • Neonatal/paediatric models
      • Obstetric models
      • Ultrasound trainers
      • Wide range of differing fidelity models available.
      • Ability to replicate physiological response.
      • Programmable.
      • Compatibility with ultrasound imaging.
      • Can be used as part of a hybrid simulation.
      • Detailed performance data collected.
      • Limited suitability for simulating surgical procedures.
      • Not suitable for repeated use in invasive procedures without replacing damaged parts.
      • Cost associated with setting up and maintenance.
      This systematic review aims to appraise the currently available evidence regarding endovascular simulation interventions, to describe the overarching strategies used, the learning outcomes addressed, the choice of assessment methodology, and the impact of education on learner performance.

      2. Material and Methods

      This review was not suited to one single research paradigm and therefore both constructivism and positivism methodology were employed. Positivism was used to describe and justify the educational interventions and associated assessments to confirm effectiveness and define pedagogy.[
      • Gordon M
      Are we talking the same paradigm? Considering methodological choices in health education systematic review.
      ] A constructivist approach was also implemented, through clarification of the underpinning theoretical frameworks that inform education and assessment methodology.[
      • Cook DA
      • Bordage G
      • Schmidt HG
      Description, justification and clarification: a framework for classifying the purposes of research in medical education.
      ] By adopting a contextual realism ontological approach, our review allows us to present a description of which endovascular simulation interventions work, and in what specific educational contexts, which is an appropriate approach in a field contaminated by educational and methodological heterogeneity.[
      • Gordon M
      Are we talking the same paradigm? Considering methodological choices in health education systematic review.
      ] The manuscript was reported in accordance with the STORIES statement; a publication standard for healthcare education evidence synthesis.[
      • Gordon M
      • Gibbs T
      STORIES statement: Publication standards for healthcare education evidence synthesis.
      ]

      2.1 Search Strategy

      An initial scoping search was conducted to identify and refine the search syntaxes and to establish the relevant inclusion and exclusion criteria. A study protocol was designed which involved a multi-investigator search strategy and document retrieval process. A comprehensive literature review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement using relevant keywords.[
      • Page MJ
      • McKenzie JE
      • Bossuyt PM
      • Boutron I
      • Hoffmann TC
      • Mulrow CD
      • et al.
      The PRISMA 2020 statement: an updated guideline for reporting systematic reviews.
      ] The specific endovascular techniques and procedures eligible for inclusion were chosen through consensus, and represent the most performed endovascular procedures, in which competency would be expected by the end of vascular surgical training in the UK (Table II). This review embraced all study designs which utilised high-fidelity endovascular immersive extended-reality simulators i.e. virtual reality, augmented reality, and mixed reality as an education intervention with the aim of improving technical skill in relation to pre-specified endovascular procedures. For inclusion, studies needed to describe both baseline and post-intervention performance metrics, to allow for the measurement of change resulting from the educational intervention. Studies embracing medical students, surgical trainees, and consultant surgeons or interventionalists were eligible for inclusion. Research describing outcomes at all levels of Kirkpatrick’s hierarchy were eligible for inclusion.[
      • Kirkpatrick JD
      Techniques for evaluating training programs.
      ]
      Table IIInclusion and exclusion criteria
      Criteria typeInclusion criteriaExclusion criteria
      Study designAny study design that describes simulation as an education intervention focused on any of the following endovascular techniques / procedures
      • EVAR (Endovascular Aneurysm Repair)
      • TEVAR (Thoracic Endovascular Aortic Repair)
      • BEVAR (Branched Endovascular Aortic Repair)
      • FEVAR (Fenestrated Endovascular Aortic Repair)
      • chEVAR (chimney Endovascular Aortic Repair)
      • EVAS (Endovascular Aneurysm Sealing)
      • chEVAS (chimney Endovascular Aneurysm Sealing)
      • Covered Endovascular Reconstruction of Aortic Bifurcation (CERAB)
      • Peripheral angioplasty
      • Carotid artery stenting
      Opinion pieces, editorial letters, commentaries, literature review or systematic review which fails to describe simulation as an education intervention focused on any of the techniques / procedures described previously.
      InterventionAny study which utilises high-fidelity (virtual reality) simulation as the education intervention for the above techniques / procedures.Any study which fails to use (high-fidelity) simulation as the education intervention for the above techniques / procedures.
      OutcomeAny study which describes baseline and end-point measures relating to technical or procedural performance through simulation in relation to the above endovascular techniques / procedures. Studies that describe outcomes at all levels of Kirkpatrick’s adapted hierarchy are eligible.Any study which fails to describe outcomes relating to technical or procedural performance through simulation in relation to the above endovascular techniques / procedures.
      ParticipantsAny study which includes medical students, junior doctors (or equivalent) and consultants (or equivalent).Any study which fails to include medical students, junior doctors (or equivalent) and consultants (or equivalent).
      LanguageAny country, any language, with translation if needed.English translation is not available.
      With the aid of a clinical librarian, the following online databases were searched from inception date of database up to June 2022 using a standardised search strategy: EMBASE, MEDLINE, Google Scholar, Cochrane, and AMED. Abstracts available from relevant education and vascular surgery societies, including the Association for Medical Education in Europe (AMEE), Association for the Study of Medical Education (ASME), Society for Vascular Surgery (SVS), Association of Surgeons in Training (ASiT) and The Royal College of Surgeons were also searched for the last 6 meetings to ensure any study currently under review, but not fully published, were included. The reference lists of the studies meeting the inclusion criteria were hand-searched for additional relevant studies, as were previous systematic reviews reporting on endovascular simulation, as identified through the scoping searches.
      • See KW
      • Chui KH
      • Chan WH
      • Wong KC
      • Chan YC
      Evidence for Endovascular Simulation Training: A Systematic Review.
      ,
      • Nielsen CA
      • Lonn L
      • Konge L
      • Taudorf M
      Simulation-Based Virtual-Reality Patient-Specific Rehearsal Prior to Endovascular Procedures: A Systematic Review.
      The search syntaxes and an example search strategy are presented in Table III.
      Table IIISearch syntaxes and search strategy
      StageAdjoining wordSearch termField to search
      1AND*ENDOVASCULAR ANEURYSM REPAIR/ OR *ENDOVASCULAR ANEURYSM SEALING/ OR ((Angioplasty NOT cardiac) OR "aortic aneurysm" OR "aortic dissection" OR BEVAR OR "Branched Endovascular Aortic Repair" OR "Carotid artery stent*" OR chEVAR OR "chimney Endovascular Aortic Repair" OR chEVAS OR "chimney Endovascular Aneurysm Sealing" OR "Covered Endovascular Reconstruction of Aortic Bifurcation" OR endovascular OR EVAR OR "Endovascular Aneurysm Repair" OR EVAS OR "Endovascular Aneurysm Sealing" OR FEVAR OR "Fenestrated Endovascular Aortic Repair" OR "peripheral angioplasty" OR "Peripheral vascular disease" OR PVD OR TEVAR OR "Thoracic Endovascular Aortic Repair" OR "Varicose veins")Title
      ("virtual reality" OR virtual-reality OR VR OR "task trainer*" OR dry-lab OR "dry lab" OR "computer assisted" OR "computer aided" OR simulat*)Title

      2.2 Data extraction and quality assessment

      Titles of the studies yielded from the search strategy were reviewed by AG and CGC. Of those titles with potential relevance to the research question, the abstracts were independently screened by AG and CGC using an abstract screening tool (Appendix A). Any study passing the abstract screening process proceeded to full-text eligibility assessment, in which AG and CGC independently and blindly validated studies against a full manuscript screening tool (Appendix B). Disputes at the abstract screening stage and full-text eligibility assessment stage were resolved by consensus between AG and CGC.
      A data extraction form was developed which included a research quality assessment tool, utilising guidance from Best Evidence Medical Education, PRISMA and Reed et al. (Appendix C and D). [
      • Hammick M
      • Dornan T
      • Steinert Y
      Conducting a best evidence systematic review. Part 1: From idea to data coding. BEME Guide No. 13.

      PRISMA. Preferred Reporting Items for Systematic Reviews and Meta-Analyses. 2015.

      • Reed D
      • Price EG
      • Windish DM
      • Wright SM
      • Gozu A
      • Hsu EB
      • et al.
      Challenges in systematic reviews of educational intervention studies.
      ] The components of the quality assessment were: backgrounds and objectives, research design, education intervention, assessment, results and conclusions, and impact. Each quality item was further classified as assessing research methodology quality or reporting quality. The research methodology quality assessment was completed as a ‘yes/no’ response to six questions focusing on describing the evidence-base, defining the study objectives, executing an appropriate study design, implementation of control groups, evidence of randomisation, and appropriate use of statistical tests. The reporting quality assessment involved twelve items, which included three ‘yes/no’ items reporting on the study design, learner characteristics and matching of outcomes to objectives. Eight reporting quality indicators were scored on a three-point Likert scale, and included: description of the educational intervention, process and outcome of assessment, educational context, and resources utilised; discussion of theoretical models underpinning both the choice of intervention and assessment; details of the application of psychometrics to assessment; and the provision of materials to allow for assessment replication. The educational impact of interventions were classified in accordance with Kirkpatrick’s adapted hierarchy,[
      • Bates R
      A critical analysis of evaluation practice: the Kirkpatrick model and the principle of beneficence.
      ] in-line with guidance provided by Best Evidence Medical and Health Professional Education (BEME).[
      • Hammick M
      • Dornan T
      • Steinert Y
      Conducting a best evidence systematic review. Part 1: From idea to data coding. BEME Guide No. 13.
      ]

      2.3 Data analysis

      The initial scoping search revealed a significant degree of heterogeneity in methodology and reporting outcomes. The relevant data, results and conclusions were extracted and collated manually from the studies using the electronic data extraction form.
      Quantitative analysis was deemed inappropriate due to the risk of serious confounding and bias. Instead, a descriptive synthesis of these studies was performed, summarising key findings and quality components.

      3. Results

      3.1 Search results

      We identified 474 records following initial searching of the databases and alternative sources and following removal of duplicate results. After applying our eligibility criteria, title and abstract screening, and final full-text review, 18 studies met our criteria for inclusion in this review.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      The PRISMA flow diagram detailing study selection is shown in Figure 1. Agreement between the two reviewers at the full text-eligibility assessment was good (kappa statistic: 0.90). An overview of the included papers is presented in Table II. Data were extracted by AG and CGC, who achieved concordance in 92% of quality ratings.
      Figure thumbnail gr1
      Figure 1PRISMA Flow Diagram - Summary of the study selection process

      3.2 Study participants and design

      Table IV summarises the key information points from the included studies such as: demographics, study design, simulation intervention, assessment tool and results of the eighteen included studies.
      Table IVThe role of endovascular simulation in the acquisition of skill. A summary of the included studies
      Demographics and study designSimulation interventionAssessment toolMain results summary
      AuthorYearLocationStudy typeParticipantsStudy aimsEducational interventionEndovascular procedurePerformance evaluationOutcome measures
      Vento et al. [
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ]
      2018ItalyCase controln = 10 10 vascular surgery residentsTo evaluate the effect of EVAR simulation in boosting the learning curve by quantifying the performance improvement through participation in a series of simulated EVAR procedures.Participants in the ‘training group’ received three simulation sessions composed of 6 EVAR cases (over a two-week period). All participants completed 2 EVAR cases (1 simple and 1 complex) at the start and end of the study. The simulator used was the endovascular angio mentor dual slim simulator.Not specified.The quantitative evaluation was provided by simulator metrics. The qualitative evaluation was an adapted Likert-scale.Total procedural time

      Total fluoroscopy time

      Time for contralateral gate cannulation

      Contrast medium volume
      Significant improvements in total procedure time, fluoroscopy time and total contrast volume use.
      Gosling et al. [
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ]
      2017USAObservationaln = 12 4 students 4 junior surgery residents (postgraduate year 1 – 3) 4 senior surgery residents (postgraduate year 4 – 7)To determine how simulating carotid stenting procedures affects objective performance measures in operators of different experience levelsOver a four-week period, participants completed four simulated carotid artery stenting scenarios. The simulator used was Angio Mentor Dual Sim.Carotid artery stenosis stenting.The VR simulator calculated metrics regarding performance at the end of each scenario. Qualitative assessments of operator proficiency were performed with a Likert scale, scored by trained investigators.



      This allowed for determination of improvement in performance as students progressed through the four scenarios, with the primary outcome measures comparing performance in the first and fourth iteration.
      Total procedural time

      Cumulative fluoroscopy time

      Contrast agent volume used



      Likert-scale (subjective performance assessment)
      Significant improvements in total procedure time, fluoroscopy time but no significant difference in total contrast volume use.
      Kim et al. [
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      ]
      2016USAObservationaln = 6 3 junior surgery residents (no prior independent endovascular experience) 3 experienced EVAR surgeonsTo assess the ability of operators to adopt new skills.Each participant performed variations of 18 simulations, with each case being classified based on the degree of infrarenal angulation (0 – 20°, 21 – 40° and 41 - 66°). In total, each participant performed 72 simulated EVARs (variations of main body access, type of stent graft system). The simulator used was the Angio Mentor Dual Slim.Endovascular aneurysm repair (EVAR)The simulation device provided information on clinical metrics following each clinical case. The actual seal zone coverage by the deployed stent graft was calculated mathematically. Comparison in performance between the first and last 10 cases allowed for determination of procedural improvementDegree of proximal seal covered by the deployed stent graft



      Total procedure time

      Fluoroscopy time



      Ordinal ranking system used to grade the deployment trials as acceptable or unacceptable based on the distance of the proximal endograft to the lowest renal artery. (1 = optimal, 4 least optimal)
      Significant improvements in total procedure time and fluoroscopy time.
      Saratzis et al. [
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ]
      2017UKObservationaln = 16 16 vascular surgical traineesTo assess the role of SBT using a high-fidelity VR simulator.Participants performed an EVAR procedure, followed by four supervised SBT sessions (supervisor was a consultant surgeon or radiologist) over a period of three months, followed by performing the same EVAR procedure that was performed at baseline. The simulator used was the Angiomentor VR Simulator.Non-ruptured infrarenal EVARThe simulator automatically records a variety of parameters throughout the procedure. Response to training was quantified through comparison of pre-and-post intervention performance. A modified-Likert scale was used to assess trainee performance (by an independent investigator)Time

      Amount of contrast medium used

      Contact of wires(s) and catheter(s) with vessel wall

      Presence of endoleak



      Modified Likert scale score
      Significant improvements in total procedure time.
      Kendrick et al. [
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      ]
      2015USAObservationaln = 12 4 students 4 junior surgery residents (postgraduate year 1 – 3) 4 senior surgery residents (postgraduate year 4 – 7)To quantify trainee improvement through participation in a series of TEVAR-specific simulations.Participants performed a TEVAR simulation case on four separate occasions with a minimum of five days between the sessions. The simulator used was the Angio Mentor Dual Slim.Thoracic endovascular aortic repair (TEVAR)The simulation device provided information on clinical metrics following each session. A Likert-scale qualitative analysis was used to evaluate participant proficiency during each simulation, performed by a qualified thoracic vascular surgeon with thoracic aortic experience.

      Change in performance between the first and last cases were analysed in conjunction with scoring from a Likert-scale qualitative scale, as adapted from Chaer et al.
      Total procedural time Total fluoroscopy time Total contrast volume

      Likert-scale (subjective performance assessment)
      Significant improvements in total procedure time, fluoroscopy time but no significant difference in total contrast volume use.
      Mattos et al. [
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ]
      2012USAObservationaln = 5 4 vascular surgery fellows 1 radiology residentDescribing the experience in venous endovascular simulation training for performance of diagnostic venography and inferior vena cava (IVC) filter placement.Each participant performed 20 non-selective cavagrams, 20 selective bilateral renal vein venograms and 20 IVC filter placements. The simulator used was the VIST simulator.Endovascular renal procedures (renal vein venograms, IVC filter placements and cavagrams).Internal (simulator-based) and external (physician-developed) metrics were measured and obtained. Improvement in performance was determined through comparing metrics between procedure 1 and procedure 20.Total procedure time

      Total fluoroscopy time

      IVC cavagrams

      Bilateral renal vein venography

      IVC filter placement

      Combined errors

      IVC filter movement

      Procedural checklist score (max 42)

      Global rating scale score (max 95)
      Significant improvements in total procedure time but no significant difference in fluoroscopy time.
      Mazzaccaro et al. [
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ]
      2012ItalyObservationaln = 100 50 novice vascular surgery and radiology trainees 50 experienced interventional vascular surgeons and interventional radiologistsTo define the use of virtual reality for carotid artery stenosis training in type I and type III aortic arches for novice operators.Each participants trained on a simulator for two hours whilst receiving feedback about errors and technical skill from experienced tutors. The participants performed a procedure in a right bifurcation carotid stenosis in a type I aortic arch and a right internal carotid stenosis in a type III aortic arch, both before-and-after the learning. The simulator used was the Procedicus VIST system.Carotid artery stenosis.Data of performance were collected using a report of some simulator-derived metrics. Improvement in performance was obtained through comparison between pre-and-post intervention scores.17 metrics including total procedural time, contrast amount, time of scope, time to catheterisation, stent placement accuracy, % of residual stenosis after stenting, % of lesion covered with stent, balloon placement accuracy, % of residual stenosis after ballooning, % of lesions covered with balloon, catheter movements against vessel wall, catheter movements without guidewire, catheter movements near lesion, EPD movements during deployment and EDP movements after deploymentSignificant improvements in total procedure time and total contrast volume use.
      Coates et al. [
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      ]
      2010UKObservationaln = 14 14 1st year radiology traineesTo evaluate whether training on a simulated device leads to improved performance.Participants completed three procedures, followed by a two-hour period of structured training on the simulator, followed by 1 hour of operator-led practice on the device. The participants then performed the same three endovascular procedures.Flush aortography



      Selective renal angiography



      Angioplasty on ipsilateral iliac artery stenosis
      Simulator-generated data allowed for comparison between pre-and-post intervention performance.



      Subjective number of errors made and subjective overall performance.
      Total procedural time

      Total fluoroscopy time

      Total amount of contrast used



      Mean number of errors made



      Subjective overall performance
      Significant improvements in total procedure time, fluoroscopy time but no significant difference in total contrast volume use.
      Lee et al. [
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ]
      2009USAObservationaln = 41 23 first year medical students 15 second year medical students 3 ‘other’ studentsTo assess the ability of a simulation-based curriculum to improve the technical performance of pre-clinical medical students.Each participant performed a renal stent procedure (pre-test). The 8-week curriculum consisted of didactic teaching, lectures, and a weekly 90-minute mentored simulator session (carotid, renal, iliac and superficial femoral artery interventions). Course concluded with a final renal stent procedure on the simulator (post-test). The simulator used was the Simbionix Angiomentor.Renal artery stenosis stentingObjective procedural measures were determined and reported by the simulator, and subjective performance was graded by severe expert observers using a structured global assessment scale.



      Improvement in technical skill was measured through the comparison of pre-and-post-intervention performance.
      Total procedure time

      Time to the diagnostic angiogram

      Time to stent deployment

      Percent residual stenosis

      Percent of lesion covered by stent

      Placement accuracy

      Fluoroscopy time

      Volume of contrast injected

      Activated clotting time



      Eight-question global assessment score (Likert-scale).
      Significant improvements in total procedure time, fluoroscopy time but no significant difference in total contrast volume use.
      Van Herzeele et al. [
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ]
      2010UKObservationaln = 20 10 third year medical students 10 fourth year medical studentsTo identify if medical students could acquire the appropriate endovascular skills to perform a renal artery angioplasty and stent procedure on a VR simulator.Participants treated an identical left-sided nonostial renal artery lesion ten times. An experienced interventionalist rated the performance at the initial and final sessions using generic and procedure-specific rating scales. The simulator used was the VIST.Non-ostial renal artery lesionThe simulator automatically provides a procedure report for each session. Improvement in performance was ascertained through comparing outcomes in the first iteration to outcomes in the tenth iteration. Additionally, an experienced endovascular interventionalist (external assessment) used two rating scales to assess the candidates.Procedure time

      Contrast volume

      Fluoroscopy time

      Qualitative metrics
      Significant improvements in total procedure time, fluoroscopy time, total contrast volume use and observer scores.
      Klass et al. [
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ]
      2008UKObservationaln = 12 12 radiology registrarsTo characterise the progress of trainees using an interventional simulator trainerEach participant performed five left renal artery angioplasty over the course of six months. The VIST simulator was used.Left renal artery angioplastyThe simulation device provided information of clinical metrics following each trial. Progression in metrics over the course of the programme was evaluated. Number of mistakes were recorded.Total procedure time

      Fluoroscopy times



      Number of mistakes.
      Significant improvements in total procedure time and fluoroscopy time.
      Van Herzeele et al. [
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      ]
      2008UKObservationaln = 11 11 experienced interventionists 4 interventional cardiologists 4 interventional radiologists 2 neuroradiologists 1 vascular surgeonTo objectively assess psychomotor skills acquisition of experienced interventionalists attending a two-day CAS course, using a VR simulator.Two-day course using didactic sessions, case reviews, supervised VR simulation and live-cases.Carotid artery stentingThe quantitative evaluation was provided by simulator metrics. Clinical errors were also measured by blinded video assessment.Procedure time

      Contrast volume

      Fluoroscopic time

      Delivery-deployment time

      Error scores

      Carotid artery spasm

      Placement accuracy

      Residual stenosis

      Lesion coverage
      Significant improvements in total procedure time, fluoroscopy time, delivery-deployment time, spasm of internal carotid artery and median number of errors.
      Dawson et al. [
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ]
      2007USAObservationaln = 9 Vascular surgery residents (fellow) in the first year of vascular speciality training.To evaluate trainees’ technical performance before-and-after individualised training with endovascular simulation.Two-day endovascular skills programme incorporating high-fidelity endovascular procedure simulation, didactic instruction, computer-based training, and tabletop procedure demonstrations. Within the programme, there was eight hours of simulation-based training. The simulator used was SimSuite.Iliac angioplasty / stenting.Performance metrics were automatically measured by the simulator.



      Change in performance on two index cases performed at the beginning and end of the educational intervention allowed for determination of improvement.
      Procedure time

      Fluoroscopy time

      Contrast used

      No of balloon catheters used

      Number of stents implanted

      Number of wired used
      Significant improvements in total procedure time, fluoroscopy time and total contrast volume use.
      Neequaye et al. [
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      ]
      2007UKRCTn = 20 20 novice surgical trainees

      10 randomised to iliac group

      10 randomised to renal group
      To determine the nature of skills acquisition on the renal and iliac modules of a commercially-available VR simulator.Participants completed eight sessions on a VR iliac/renal training module and then crossed over to perform two further VR cases of the other procedure.Iliac stenting / renal stentingThe quantitative evaluation was provided by simulator metrics.Procedure time

      Contrast volume

      Fluoroscopic time

      Placement accuracy

      Residual stenosis

      Lesion coverage

      Stent:vessel ratio

      Maximum stent deployment pressure
      Significant improvements in total procedure time but no significant difference in fluoroscopy time and total contrast volume use.
      Aggarwal et al. [
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      ]
      2006UKObservationaln = 20 12 experienced in endovascular procedures (performed > 50 procedures) 8 inexperienced in endovascular procedures (performed < 10 procedures)To assess the role of a virtual reality simulator for interventional vascular procedures.Over a two-day period, participants completed six repetitions of the same module (non-ostial left renal artery balloon angioplasty and stent procedure). The simulator used was the VIST simulator.Non-ostial left renal artery angioplasty and stent procedures.The VR simulator calculated metrics regarding performance at the end of each repetition.



      This allowed for determination of improvement in performance as students progressed through the six repetitions, with the primary outcome measures comparing performance after the second and sixth iteration.
      Total procedural time

      Total amount of contrast used

      Fluoroscopy time
      Significant improvements in total procedure time and total contrast use but no significant difference in fluoroscopy time.
      Patel et al. [
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ]
      2006USAObservationaln = 20 20 interventional cardiologistsTo demonstrate the utility of the VIST simulator as a measuring tool for improvement in performance and a reduction in procedural errors on repeat testing during simulated carotid angiography.An instructional course on carotid angiography and then performed five serial simulated carotid angiograms on the VIST simulator.Carotid angiogramThe quantitative evaluation was provided by simulator metrics.Procedure time

      Fluoroscopy time

      Contrast volume

      Composite catheter handling errors
      Significant improvements in total procedure time and fluoroscopy time but no significant difference in total contrast volume use.
      Dayal et al. [
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ]
      2004USAObservationaln = 21 16 general surgery residents (performed < 5 percutaneous angiographic procedures) 5 vascular surgeons (> 300 peripheral interventions)To evaluate the effectiveness of an endovascular simulator for instruction of novice and experienced interventionalists.Minimum of 2 hours of individualised catheter-based skill training by an expert interventionalist, with the VIST simulator.Carotid artery stenosis stenting.Checklist of procedural steps was completed by an experienced interventionalist during the pre-intervention and post-intervention CAS case.



      Performance metrics were provided by the simulator.



      Instructor evaluation of participant technical ability in 4 areas.
      Procedure time

      Fluoroscopy time

      Contrast used



      Procedural checklist score



      Subjective technical skills (catheter manipulation, guide wire manipulation, catheter exchange and monorail technique)
      Significant improvements in total procedure time, fluoroscopy time, total contrast volume use, procedure score, catheter and guidewire manipulation.
      Hsu et al. [
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ]
      2004USACase controln = 29 16 untrained in endovascular procedures (performed or assisted in < 50 procedures) 13 trained in endovascular procedures (performed or assisted in > 50 procedures)To investigate the utility and validity of a simulator in assessment and teaching of endovascular skills.Practice consisted of a 30-minute to 60-minute proctored session, formally repeating the 8 steps within carotid artery stenting or experimenting with the simulator. The simulator used was the VIST simulator.Carotid artery stenosis stenting.The simulator generated a report for each session, relating to important clinical metrics.



      Change in performance was determined through comparing metrics between the pre-test and post-test. Further analysis between the untrained versus advanced group and practice versus no practice group was performed.
      Pass (all 8 steps completed within a 60-minute period) or fail



      Total time

      Total contrast material used

      Total fluoroscopy time

      Number of tools inserted
      Significant improvements in total procedure time but no significant difference in fluoroscopy time and total contrast volume use.
      Of the eighteen studies, nine were based in the United States,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      seven in the United Kingdom,
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      ,
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ,
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      and two in Italy.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ,
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      The mean number of participants per study was 21 (range: 5 – 100, median: 15, pooled total: 378) in the eighteen included studies. The participants varied broadly in speciality and stage of training. The most frequent participating groups were defined as: vascular surgery trainees / residents (in six (33.3%) studies), radiology trainees / residents (in four (22.2%) studies), general surgery trainees / residents (in four (22.2%) studies), medical students (in four (22.2%) studies), and experienced endovascular surgeons and interventionalists (in seven (38.9%) studies). Fifteen of the included studies were observational studies,
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      with two case-control studies
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      and a single randomised control study.[
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      ]

      3.3 Quality assessment

      A standardised rigorous quality assessment of the final selection of studies was conducted jointly by both AG and CGC, summarised in table V.
      Table VResearch quality assessment
      Author / QualityVento et al. [
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ]
      Gosling et al. [
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ]
      Kim et al. [
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      ]
      Saratzis et al. [
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ]
      Kendrick et al. [
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      ]
      Mattos et al. [
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ]
      Mazzaccaro et al. [
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ]
      Coates et al. [
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      ]
      Lee et al. [
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ]
      Van Herzeele et al. [
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      ]
      Klass et al. [
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ]
      Van Herzeele et al. [
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ]
      Dawson et al. [
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ]
      Neequaye et al. [
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      ]
      Aggarwal et al. [
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      ]
      Patel et al. [
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ]
      Dayal et al. [
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ]
      Hsu et al. [
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ]
      Background and objectives
      Has a systematic review of the literature been described?NoNoNoNoNoNoNoNoNoNoNoNoNoNoNoNoNoNo
      Is there a clearly-defined and well-described objective to the study?YesYesYesYesNoNoNoYesYesYesYesYesYesYesYesYesNoNo
      Research design
      Is the study design appropriate to answer the research question?YesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYes
      Is the study design explicitly reported?YesNoNoNoNoNoNoNoYesYesYesNoNoYesNoNoNoYes
      Was a control group used?YesNoNoNoNoNoNoNoNoNoNoNoNoNoNoNoNoYes
      Was there any randomisation between groups?YesNoNoNoNoNoNoNoNoNoNoNoNoYesNoNoNoYes
      Were the learner characteristics reported?YesNoNoYesNoNoNoNoYesYesNoYesNoYesNoYesNoYes
      Education intervention
      Is the educational intervention clearly described?ClearClearSomeClearSomeSomeSomeSomeClearClearSomeClearSomeClearSomeClearClearClear
      Are the resources utilised clearly described?SomeSomeSomeClearSomeNoSomeSomeSomeClearSomeSomeSomeClearNoClearClearClear
      Is there a description of theoretical models or conceptual frameworks that underpin the choice of education intervention?NoNoNoSomeNoNoNoNoNoNoNoSomeNoNoNoNoNoNo
      Assessment
      Is there a description of the process and outcomes of the assessment?ClearClearClearClearClearSomeClearClearClearClearSomeClearClearClearClearClearClearClear
      Is there a description of theoretical models or conceptual frameworks that underpin the choice of assessment?SomeSomeNoSomeSomeNoNoNoClearSomeNoClearNoNoNoNoNoNo
      Is the educational context of the assessment provided?NoNoNoNoClearNoNoNoClearNoSomeNoSomeNoNoNoNoNo
      Are there details of psychometrics and how they are applied to the assessment?NoSomeNoSomeSomeNoSomeSomeClearClearNoClearSomeNoSomeSomeNoClear
      Is there provision of materials to allow assessment replication?ClearClearSomeClearClearNoClearSomeClearClearSomeClearSomeNoClearClearSomeClear
      Results and conclusions
      Do the outcomes match the objectives of the study?YesYesYesYesYesYesNoYesYesYesYesYesYesYesYesYesYesYes
      To what extent do the conclusions match the findings of the study?444443445434444443
      Are the limitations of the study discussed appropriatelySomeClearSomeSomeClearNoSomeClearSomeSomeSomeClearNoSomeSomeSomeSomeNo
      Are the statistical tests used appropriate?YesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYesYes
      Impact
      Level of Kirkpatrick's hierarchy?2b2b2b2b2b2b2b2b2b2b2b2b2b2b2b2b2b2b
      Many of the studies included were deemed to be of poor to moderate quality. They were found to be lacking in key areas such as: research design (most notably lack of randomisation and use of a control group), description of theoretical principles that underpin the choice of both educational intervention and assessment. The studies were quality assessed using a standardised nineteen-point scale. The scores ranged from 26% to 79% (mean: 61%, mode: 63%, median 63%, s.d. 13%).
      While all studies provided a broad and selective description of the literature, none demonstrated a systematic approach in appraising the evidence-base. Thirteen of the 18 provided a clearly defined and well-described objective to the study.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      In terms of research design, all studies adopted an appropriate study design to answer the given research questions. Six studies explicitly stated the study design within the published manuscript;
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ,
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      the remaining 12, failed to do so. Two studies utilised a control group, with both implementing a randomisation process for cohort allocation.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      Eight of the included studies provide details on the learner characteristics.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      While the educational intervention was described in all 18 studies, only ten described it in appropriate detail as to facilitate replication.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      Of the 18 studies, six studies provide details relating to the tools and resources required to deliver the educational intervention in enough detail as to facilitate replication.
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      16 studies fail to describe any theoretical models or conceptual frameworks underpinning the choice of educational intervention, with the remaining two studies providing a limited description.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      16 studies provide a clear description of the process and outcome the assessment, with the remaining two providing a limited description.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ,
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      Eleven studies fail to provide any discussion on theoretical models or conceptual frameworks underpinning the specific choice of assessment,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      ,
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ,
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ,
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ,
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      with a further five providing a limited description.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      Of the 18 studies, the educational context of the assessment was clearly described in two of them,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      with 14 studies failing to provide any detail in this area.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ,
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      ,
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      Eleven studies provided clear and in-depth information on the materials required to facilitate replication of the assessment process.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      The limitations of the research conducted is clearly described in four studies,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      with three studies failing to recognise any limitations in the research methodology.
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      The outcomes of all 18 studies were the modification of knowledge and skill, sitting at Kirkpatrick’s level 2b.[
      • Kirkpatrick JD
      Techniques for evaluating training programs.
      ]

      3.4 Educational intervention

      The emphasis on simulation within the education interventions varied widely amongst the included studies. The intensity of education varied from an isolated 30–60-minute session to performing 72 simulations over the course of months.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      ,
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      A range of simulators were used, including the Mentice VIST simulator (n = 9) and the Simbionix Angio Mentor simulator (n = 7). In most studies, simulation was the main tool of intervention (n = 16), with only four studies incorporating other educational methods, such as didactic teaching, computer-based training and tabletop procedure demonstrations.
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      The included studies in this review simulated different endovascular procedures as part of the simulation training interventions. The endovascular procedures simulated include: carotid artery stenosis stenting, renal artery angiography and angioplasty, thoracic endovascular aortic repair, IVC filter placement, and infra-renal EVAR. Only four studies directly report utilisation of expert tutor feedback and guidance during the educational components of the programmes (excluding the assessment stages).
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ,
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      The remainder utilised repetition and simulator-reported outcomes to guide learning, rather than expert mentoring supporting the use of the simulator.

      3.5 Assessment of educational intervention

      All 18 studies utilised simulator-reported outcomes as a tool to monitor response to the interventions.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      Common outcomes include total procedure time, total volume of contrast used, fluoroscopy time and the number of catheters required. The more advanced simulators reported variables such as percent of residual stenosis, placement accuracy, error frequency and catheter movements. All studies utilised the first or second, and last simulation to evaluate performance. Several studies, in addition to the simulator-reported metrics, used instructor evaluation to monitor participant technical ability improvement.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      For example, Dayal et al scored participants out of five for catheter manipulation technique, guidewire manipulation technique, catheter exchange technique and monorail technique.[
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      ] Seven studies also opted for subjective performance assessment by an expert instructor using Likert-scale assessment tools.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      ,
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      ,
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.

      3.6 Learning outcomes

      The most reported objective measures were total procedure time (18 studies)
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      , total fluoroscopy time (16 studies)
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      ,
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      and total volume of contrast used (13 studies)
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      ,
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      ,
      • Kendrick DE
      • Gosling AF
      • Nagavalli A
      • Kashyap VS
      • Wang JC
      Endovascular Simulation Leads to Efficiency and Competence in Thoracic Endovascular Aortic Repair Procedures.
      • Patel AD
      • Gallagher AG
      • Nicholson WJ
      • Cates CU
      Learning curves and reliability measures for virtual reality simulation in the performance assessment of carotid angiography.
      • Neequaye SK
      • Aggarwal R
      • Brightwell R
      • Van Herzeele I
      • Darzi A
      • Cheshire NJ
      Identification of skills common to renal and iliac endovascular procedures performed on a virtual reality simulator.
      • Van Herzeele I
      • Aggarwal R
      • Neequaye S
      • Hamady M
      • Cleveland T
      • Darzi A
      • et al.
      Experienced endovascular interventionalists objectively improve their skills by attending carotid artery stent training courses.
      .
      In all the 18 included studies with the aid of the varying educational interventions, a significant improvement was noted in total procedure time with p-values ranging from 0.001 to 0.05 signifying the degree of significance.
      • Saratzis A
      • Calderbank T
      • Sidloff D
      • Bown MJ
      • Davies RS
      Role of Simulation in Endovascular Aneurysm Repair (EVAR) Training: A Preliminary Study.
      ,
      • Dawson DL
      • Meyer J
      • Lee ES
      • Pevec WC
      Training with simulation improves residents' endovascular procedure skills.
      • Hsu JH
      • Younan D
      • Pandalai S
      • Gillespie BT
      • Jain RA
      • Schippert DW
      • et al.
      Use of computer simulation for determining endovascular skill levels in a carotid stenting model.
      • Gosling AF
      • Kendrick DE
      • Kim AH
      • Nagavalli A
      • Kimball ES
      • Liu NT
      • et al.
      Simulation of carotid artery stenting reduces training procedure and fluoroscopy times.
      • Dayal R
      • Faries PL
      • Lin SC
      • Bernheim J
      • Hollenbeck S
      • DeRubertis B
      • et al.
      Computer simulation as a component of catheter-based training.
      • Coates PJ
      • Zealley IA
      • Chakraverty S
      Endovascular simulator is of benefit in the acquisition of basic skills by novice operators.
      • Aggarwal R
      • Black SA
      • Hance JR
      • Darzi A
      • Cheshire NJ
      Virtual reality simulation training can improve inexperienced surgeons' endovascular skills.
      • Vento V
      • Cercenelli L
      • Mascoli C
      • Gallitto E
      • Ancetti S
      • Faggioli G
      • et al.
      The Role of Simulation in Boosting the Learning Curve in EVAR Procedures.
      • Van Herzeele I
      • O'Donoghue KG
      • Aggarwal R
      • Vermassen F
      • Darzi A
      • Cheshire NJ
      Visuospatial and psychomotor aptitude predicts endovascular performance of inexperienced individuals on a virtual reality simulator.
      • Mazzaccaro D
      • Nano G
      The use of virtual reality for carotid artery stenting (CAS) training in type I and type III aortic arches.
      • Mattos MA
      • Rits Y
      • Rubin JR
      • Baigorri B
      • Brown O
      Venous Endovascular Simulation Training - Initial Observations.
      • Lee JT
      • Qiu M
      • Teshome M
      • Raghavan SS
      • Tedesco MM
      • Dalman RL
      The utility of endovascular simulation to improve technical performance and stimulate continued interest of preclinical medical students in vascular surgery.
      • Klass D
      • Tam MD
      • Cockburn J
      • Williams S
      • Toms AP
      Training on a vascular interventional simulator: an observational study.
      • Kim AH
      • Kendrick DE
      • Moorehead PA
      • Nagavalli A
      • Miller CP
      • Liu NT
      • et al.
      Endovascular aneurysm repair simulation can lead to decreased fluoroscopy time and accurately delineate the proximal seal zone.