Evidence map›Paper›PMID 41131834›Full record

ArticleJournal of dental education2026

Study on the Training Effect of SIMROID Robot in Improving Medical Students' Patient-Clinician Communication and Behavior Management Skills.

Xu Wang, Yidan Guo, Jing Tian, Xijun Jiang, Shi Yu, Bin Xia

Abstract read
In one paragraph

Article in Journal of dental education, 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. Trial
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

6 authors.

Xu WangDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.
Yidan GuoDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.
Jing TianDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.
Xijun JiangDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.
Shi YuDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.
Bin XiaDepartment of Pediatric Dentistry, Peking University School and Hospital for Stomatology & National Engineering Research Center of Oral Biomaterials and Digital Medical Devices & Research Center of Engineering and Technology for Digital Dentistry of Ministry of Health & Beijing Key Laboratory of Digital Stomatology & National Clinical Research Center For Oral Diseases, Beijing, China.

Funding

Education Research Project of Peking University School and Hospital of Stomatology in 2021(2021-PT-08)
6 · The paper itself

Abstract

objectiveThe aim of the study was to evaluate the effects of different SIMROID robot training approaches in improving the patient-clinician communication ability of dental students.

methodsA total of 82 fourth-grade students from Peking University Medical College of Stomatology were included in the study, and divided into an experimental group (43 cases) and a control group (39 cases). In the experimental group, students first practiced with SIMROID robots to simulate patient training, followed by peer discussions. Training was conducted once a week for 2 hours each time, for a total of 6 weeks. The control group used the same SIMROID robot training, but with a reversed sequence-students first engaged in peer communication followed by robot training. The study comprehensively evaluates students' abilities in patient-clinician communication and behavior management by means of Objective Structured Clinical Examination (OSCE), operational process record analysis and observational scoring. Statistical analysis uses SPSS 25.0 software to evaluate the differences in communication skills, operational standardization and behavior management ability between the two groups in different periods.

resultsIn the OSCE assessment, the scores of the experimental group in preoperative communication and patient comfort, emergency management, and postoperative communication and feedback were significantly higher than those of the control group (p < 0.05). The analysis of operation process records showed that the experimental group showed progressive improvement in operational performance across weeks, though weekly comparisons did not reach statistical significance (p > 0.05). Among the observation scores, the scores of the experimental group in the sterile operation specification, the patient's safety consciousness, and the operation process continuity were always higher than those of the control group (p < 0.05). The results of mentor evaluation and student reflection indicated that the experimental group based on initial SIMROID robot training followed by peer discussion was superior to the control group in skills mastery, operational standardization, and strain capacity.

conclusionThe teaching method based on initial SIMROID robot training followed by peer discussion is superior to the reversed sequence approach in improving the patient-clinician communication ability and emergency handling ability, and has better teaching effect and practical application value.

Indexed as

CommunicationDentist-Patient RelationsEducation, DentalRoboticsClinical CompetenceFemaleHumansMaleStudents, Dentalbehavior managementemergency handling abilitypatient–clinician communicationSIMROID robot

Identifiers

PMID41131834
PMCPMC13371975

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.