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Effect of Training Sequence on Learning Outcomes Using a Haptic Virtual Simulator for Endodontic Access Cavities: A
Andreina Fernandes da Silva1, Thais Pereira1, Ángel Arturo López-González1
1School of Dentistry, ADEMA University School, 07009 Palma, Spain.
Dentistry Journal
|February 26, 2026
Summary
The order of haptic simulation and natural-tooth practice does not impact early endodontic skill acquisition in dental students. Both training methods offer complementary learning benefits for access cavity preparation.
Area of Science:
- Dental Education
- Endodontics
- Simulation-Based Training
Background:
- Haptic virtual simulators are increasingly used in dental education.
- The impact of training sequence (simulation-first vs. natural-tooth-first) on early endodontic skill acquisition is not well understood.
Purpose of the Study:
- To compare the effect of two training sequences on endodontic access cavity preparation performance.
- Investigate haptic simulation followed by natural-teeth practice versus the reverse sequence.
Main Methods:
- Thirty-eight dental students were randomized into two groups.
- Participants completed training attempts on a haptic simulator (Simodont®) and extracted teeth.
- Performance was assessed using simulator metrics and blinded endodontist scoring; data analyzed with Mann-Whitney U, Wilcoxon signed-rank, and linear mixed-effects models.
Main Results:
- No significant differences in simulator metrics or natural-tooth performance were found between the two training sequences.
- Students showed significant improvement on the simulator between the first and second attempts, followed by a plateau.
- Mixed-effects modeling confirmed overall learning improvement, independent of training sequence.
Conclusions:
- The sequence of haptic simulation and natural-tooth practice does not influence learning outcomes or the quality of endodontic access preparations.
- Early performance gains indicate a rapid familiarization effect with simulators.
- Haptic simulation can be flexibly integrated into preclinical curricula without compromising educational effectiveness.

