ArticleBMJ simulation & technology enhanced learning2020
Early assessment with a virtual reality haptic simulator predicts performance in clinical practice.
Article in BMJ simulation & technology enhanced learning, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- Effectiveness of haptic feedback devices in preclinical training of dental students-a systematic review.BMC oral health · 2023Pooled it
- Evaluating Haptic Virtual Reality Simulator for Pulpotomy Training in Primary Teeth: A Pilot Study on Dental Student Pespectives.European journal of dental education : official journal of the Association for Dental Education in Europe · 2025Trial
- Effectiveness and Student Perceptions of Haptic Virtual Reality Simulation Training as an Instructional Tool in Pre-Clinical Paediatric Dentistry: A Pilot Pedagogical Study.International journal of environmental research and public health · 2023Trial
- A three-arm single blind randomised control trial of naïve medical students performing a shoulder joint clinical examination.BMC medical education · 2021Trial
- Evaluating the Effectiveness of Screen-Based Haptic Virtual Reality Simulators in Preclinical Prosthodontic Crown Preparation: Mixed Methods Analysis Study.JMIR formative research · 2026Article
- The landscape of virtual simulation in undergraduate dental education with implications for artificial intelligence incorporation.NPJ digital medicine · 2026Article
- Awareness and perceptions of AR/VR in dentistry: a cross-sectional study among Turkish dental students.BMC medical education · 2026Article
- Development of a multi-skill, haptic-supported virtual reality simulation for first-year nursing students: a pilot study.BMC nursing · 2025Article
- Prediction of dental students' pre-clinical crown preparation performances by a virtual reality haptic-based dental simulator.Journal of dental sciences · 2025Article
- Optimizing Preclinical Skill Assessment for Handpiece-Naïve Students: A Strategic Approach.Dentistry journal · 2025Article
- Distinguishing skill levels with haptic simulation in restorative dentistry: Myth or reality?European journal of dental education : official journal of the Association for Dental Education in Europe · 2025Article
- Predicting novice dental students' performances in conventional simulation: A prospective pilot study using haptic exercises.Journal of dental sciences · 2025Article
- Evaluation of the Application of a Dental Virtual Simulator to Pre-Clinical Pediatric Dental Training.Advances in medical education and practice · 2025Article
- Assessing availability and trainees' perceptions of simulation and augmented reality in prosthodontics postgraduate education in Pakistan: a cross-sectional study.BMC medical education · 2024Article
- Development and Usability Assessment of Virtual Reality- and Haptic Technology-Based Educational Content for Perioperative Nursing Education.Healthcare (Basel, Switzerland) · 2024Article
- Learning Clinical Skills Using Haptic vs. Phantom Head Dental Chair Simulators in Removal of Artificial Caries: Cluster-Randomized Trials with Two Cohorts' Cavity Preparation.Dentistry journal · 2022Article
- Effectiveness of Virtual Reality and Interactive Simulators on Dental Education Outcomes: Systematic Review.European journal of dentistry · 2022Article
- Three principles for the progress of immersive technologies in healthcare training and education.BMJ simulation & technology enhanced learning · 2021Article
- Frontal theta brain activity varies as a function of surgical experience and task error.BMJ surgery, interventions, & health technologies · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Prediction of clinical training aptitude in medicine and dentistry is largely driven by measures of a student's intellectual capabilities. The measurement of sensorimotor ability has lagged behind, despite being a key constraint for safe and efficient practice in procedure-based medical specialties. Virtual reality (VR) haptic simulators, systems able to provide objective measures of sensorimotor performance, are beginning to establish their utility in facilitating sensorimotor skill acquisition, and it is possible that they may also inform the prediction of clinical performance. Methods: A retrospective cohort study examined the relationship between student performance on a haptic VR simulator in the second year of undergraduate dental study with subsequent clinic performance involving patients 2 years later. The predictive ability was tested against a phantom-head crown test (a traditional preclinical dental assessment, in the third year of study). Results: VR scores averaged across the year explained 14% of variance in clinic performance, while the traditional test explained 5%. Students who scored highly on this averaged measure were ~10 times more likely to be high performers in the clinical crown test. Exploratory analysis indicated that single-trial VR scores did not correlate with real-world performance, but the relationship was statistically significant and strongest in the first half of the year and weakened over time. Conclusions: The data demonstrate the potential of a VR haptic simulator to predict clinical performance and open up the possibility of taking a data-driven approach to identifying individuals who could benefit from support in the early stages of training.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.