Evidence map›Paper›PMID 42177505›Full record

ArticleBMC medical education2026

Enhancing patient interview and clinical examination training: the impact of the Simroid dental training robot.

Yao Chen, Wentao Peng, Yanmei Dai, Xin Lin, Huiru Zou

Abstract read
In one paragraph

Article in BMC medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from 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.

2 · The registry

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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

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4 · The record

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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

5 authors.

Yao ChenDepartment of Operative Dentistry and Endodontics, School of Medicine, Tianjin Stomatological Hospital, Nankai University, Tianjin, 300041, China.
Wentao PengTianjin Key Laboratory of Oral and Maxillofacial Function Reconstruction & Stomatology Institute, Nankai University, Tianjin, 300041, China.
Yanmei DaiTianjin Key Laboratory of Oral and Maxillofacial Function Reconstruction & Stomatology Institute, Nankai University, Tianjin, 300041, China.
Xin LinTianjin Key Laboratory of Oral and Maxillofacial Function Reconstruction & Stomatology Institute, Nankai University, Tianjin, 300041, China.
Huiru ZouDepartment of Operative Dentistry and Endodontics, School of Medicine, Tianjin Stomatological Hospital, Nankai University, Tianjin, 300041, China. zouhuiru@163.com.

Funding

Medical Education Research Project of Medical Education Branch of Chinese Medical Association NO. 2023B175Teaching Program of Tianjin Stomatological Hospital NO.21KQJX02Tianjin Health Research Project NO.TJWJ2024XK017Tianjin Science and Technology Plan Project NO.24KPHDRC00450
6 · The paper itself

Abstract

objectiveThis study aimed to explore the effects of the Simroid dental training robot on the training of undergraduate dental students in patient interviews and clinical examinations.

methodsUndergraduate students who participated in internship rotations in the Department of Endodontics at Tianjin Stomatological Hospital from July 2023 to June 2025 were enrolled as the research participants. This study adopted a non-randomized controlled design, dividing students from different academic years into two groups: the control group received conventional training, while the experimental group utilized the Simroid patient robot for patient interview and clinical examination training. The effectiveness of the training was evaluated using the Mini Clinical Exercise Evaluation (Mini-CEX) and a learning satisfaction questionnaire. Statistical analyses were conducted through independent samples t-test and repeated measures ANOVA.

resultsThe experimental group achieved significantly higher assessment scores in both clinical examination and doctor-patient communication compared to the control group (P < 0.05). Additionally, the experimental group reported higher levels of learning satisfaction.

conclusionThis study demonstrated that incorporating the Simroid dental training robot into patient interview and clinical examination training significantly enhanced undergraduate students' clinical examination skills and doctor-patient communication abilities. By enabling students to proficiently master patient interview process and experience realistic doctor-patient communication scenarios during preclinical training, this approach effectively prepared them for subsequent clinical internships.

Indexed as

Clinical CompetenceEducation, DentalInterviews as TopicRoboticsCommunicationEducational MeasurementFemaleHumansMaleStudents, DentalClinical examinationDoctor-patient communicationLearning satisfactionMini-CEXPatient interviewSimroid dental training robot

Identifiers

PMID42177505
PMCPMC13374215

What OpenQuestion holds

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Registered trials

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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.