ArticleJMIR serious games2022
Mixed Reality and Haptic-Based Dental Simulator for Tooth Preparation: Research, Development, and Preliminary Evaluation.
Article in JMIR serious games, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled 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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 44 citations in OpenAlex.
- Virtual and augmented reality in biomedical engineering.Biomedical engineering online · 2023Pooled it
- Effectiveness and Methodologies of Virtual Reality Dental Simulators for Veneer Tooth Preparation Training: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Effectiveness of typodont, quail egg and virtual simulation for ultrasonic periodontal scaling teaching among pre-clinical students: a randomized trial.BMC oral health · 2024Trial
- Enhancing learning experiences in pre-clinical restorative dentistry: the impact of virtual reality haptic simulators.BMC medical education · 2023Trial
- The landscape of virtual simulation in undergraduate dental education with implications for artificial intelligence incorporation.NPJ digital medicine · 2026Article
- Assessing a virtual scenario-based training system for enhancing clinical reasoning and communication in dental education.BMC oral health · 2026Article
- Haptic technology in orthodontics: a systematic review and meta-analysis.Frontiers in oral health · 2026Review
- Telerobotic surgery: a comprehensive two-decade evolution and the integration of emerging technologies.International journal of surgery (London, England) · 2026Review
- MOOC-virtual simulation integration enhances surgical clinical skills: a quasi-experimental study.Medical education online · 2025Article
- Application and development of artificial intelligence and immersive technologies in dental education: a scoping review.BMC medical education · 2025Article
- Enhancing preclinical dental education through a VR-based digital platform for inlay tooth preparation.BMC medical education · 2025Article
- Bridging traditional gaps in medical training with mixed reality: insights from bronchoscopy education-a narrative review.Journal of thoracic disease · 2025Review
- Enhancing Preclinical Training for Removable Partial Dentures Through Participatory 3D Simulation: Development and Usability Study.JMIR medical education · 2025Article
- Effect of digital virtual reality simulator on pre-clinical dental surgical skill training: a retrospective study.BMC medical education · 2025Article
- Benefits and challenges of the integration of haptics-enhanced virtual reality training within dental curricula.Journal of dental education · 2025Review
- Comparing digital real-time versus virtual simulation systems in dental education for preclinical tooth preparation of molars for metal-ceramic crowns.BMC oral health · 2025Article
- Predicting novice dental students' performances in conventional simulation: A prospective pilot study using haptic exercises.Journal of dental sciences · 2025Article
- Integrating haptic simulation in dentistry: faculty insights and future directions.Frontiers in oral health · 2025Article
- Insights from the global education survey on the use of VR-haptics in dental education.Frontiers in dental medicine · 2025Article
- An assessment of clinical reception training using standard patient and dental simulator in prosthodontic dentistry for dental undergraduates: a historical control trial.BMC medical education · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVirtual reality (VR) dental simulators are currently used in preclinical skills training. However, with the development of extended reality technologies, the use of mixed reality (MR) has shown significant advantages over VR.
objectiveThis study aimed to describe the research and development of a newly developed MR and haptic-based dental simulator for tooth preparation and to conduct a preliminary evaluation of its face validity.
methodsA prototype of the MR dental simulator for tooth preparation was developed by integrating a head-mounted display (HMD), special force feedback handles, a foot pedal, computer hardware, and software program. We recruited 34 participants and divided them into the Novice group (n=17) and Skilled group (n=17) based on their clinical experience. All participants prepared a maxillary right central incisor for an all-ceramic crown in the dental simulator, completed a questionnaire afterward about their simulation experience, and evaluated hardware and software aspects of the dental simulator.
resultsOf the participants, 74% (25/34) were satisfied with the overall experience of using the Unidental MR Simulator. Approximately 90% (31/34, 91%) agreed that it could stimulate their interest in learning, and 82% (28/34) were willing to use it for skills training in the future. Differences between the 2 study groups in their experience with the HMD (resolution: P=.95; wearing comfort: P=.10), dental instruments (P=.95), force feedback of the tooth (P=.08), simulation of the tooth preparation process (P=.79), overall experience with the simulation (P=.47), and attitude toward the simulator (improves skills: P=.47; suitable for learning: P=.36; willing to use: P=.89; inspiring for learning: P=.63) were not significant. The Novice group was more satisfied with the simulator's ease of use (P=.04). There were significant positive correlations between the overall experience with the simulation and the HMD's resolution (P=.03) and simulation of the preparation process (P=.001).
conclusionsThe newly developed Unidental MR Simulator for tooth preparation has good face validity. It can achieve a higher degree of resemblance to the real clinical treatment environment by improving the positional adjustment of the simulated patients, for a better training experience in dental skills.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.