Evidence map›Paper›PMID 41838199›Full record

SynthesisNeurosurgical review2026

Simulation training in spinal endoscopic surgery: a systematic review of current status.

Gilberto Perez Rodriguez Garcia, Abdulwhab Alotaibi, Omid Yousefi, Ataollah Shahbandi, Pegah Ghamasaee, Abdul Mounnem Yassin Kassab, Rakan Bokhari, Muhammad Abd-El-Barr, Saman Shabani, Mohamad Bakhaidar

Abstract readSystematic Review
PubMed Publisher
In one paragraph

Synthesis in Neurosurgical review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

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

5 · Who and what money

Authors and funding

10 authors.

Gilberto Perez Rodriguez GarciaDepartment of Neurosurgery, University of Arizona, 755 E. McDowell Rd, Phoenix, AZ, 85006, USA. nmd.perez97@gmail.com.ORCID http://orcid.org/0009-0000-6660-2213
Abdulwhab AlotaibiPrince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia.ORCID http://orcid.org/0009-0003-6039-6676
Omid YousefiTrauma Research Center, Department of Neurosurgery, Emtiaz Hospital, Shiraz University of Medical Sciences, Shiraz, Iran.ORCID http://orcid.org/0000-0002-4830-6936
Ataollah ShahbandiDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.ORCID http://orcid.org/0000-0003-1042-8580
Pegah GhamasaeeDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.ORCID http://orcid.org/0000-0001-7248-2625
Abdul Mounnem Yassin KassabDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.
Rakan BokhariDivision of Neurosurgery, Department of Surgery, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.ORCID http://orcid.org/0000-0003-4157-1830
Muhammad Abd-El-BarrDepartment of Neurosurgery, Duke Health, Duke University, Durham, NC, USA.ORCID http://orcid.org/0000-0001-7151-2861
Saman ShabaniDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.ORCID http://orcid.org/0000-0001-5317-9997
Mohamad BakhaidarDepartment of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, USA.ORCID http://orcid.org/0000-0002-6376-6164

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This systematic review aims to comprehensively evaluate the existing literature on endoscopic spine surgery (ESS) simulation. By assessing current designs, validation processes, and educational impacts in training of ESS simulators, our study aims to identify strengths and limitations, highlight critical gaps, and propose approaches to enhance simulator effectiveness. A systematic search identified 2,130 studies, with 10 meeting the inclusion criteria. The included studies comprised descriptive studies, randomized controlled trials, cohort studies, and a cross-sectional study. Data were extracted on simulator models, validation approaches, training strategies, and educational outcomes. Eleven simulator models were evaluated: animal (18%), mixed reality (9%), self-made (55%), synthetic (9%), and cadaveric (9%). Only six studies validated their simulators, revealing variable face, content, and construct validity. Simulator realism, particularly with respect to haptic feedback, spatial depth, and tissue interaction, was a central component of face validity across models, although these features were variably implemented and primarily evaluated using subjective measures. Among the included models, the mixed reality simulator demonstrated improvements in trainee performance, including faster puncture times, shorter overall operating duration, and reduced reliance on fluoroscopy. Multimodal teaching strategies combining didactic instruction and hands-on practice led to improvements in learner satisfaction, confidence, and technical performance. However, studies exhibited moderate to high risk of bias, with methodological quality rated as moderate (mean MERSQI score 9.8/18). Diverse ESS simulation models demonstrate potential to enhance surgical training. This review identified moderate methodological quality and substantial variability in study design, sampling, and validity across existing programs. Nevertheless, multimodal training approaches were commonly associated with improvements in technical performance and learner satisfaction. Despite these limitations, the available evidence supports the development of standardized simulation programs to enhance procedural proficiency by demonstrating objective improvements in procedural efficiency, task accuracy, and fluoroscopy utilization, alongside high levels of learner engagement and confidence, ultimately improving patient care.

Indexed as

EndoscopyNeurosurgical ProceduresSimulation TrainingSpineAnimalsClinical CompetenceHumansEndoscopic spine surgeryEndoscopySimulationSpine simulationSurgical educationSurgical training

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.