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The effect of scenario-based range of motion exercises animation on the knowledge, motivation, and attitude levels of nursing students: a randomized controlled tudy. 基于场景的活动范围练习动画对护生知识、动机和态度水平的影响:一项随机对照研究。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-10 DOI: 10.1186/s12909-026-08716-8
Aysel Özsaban, Aysun Bayram, Çiğdem Torun Kılıç, Muhammed Hanefi Calp, Havva Öztürk

Background: Scenario-based animations are e-learning tools that offer significant contributions to students to transform their learning into action by influencing their perceptions and feelings. The study aimed to evaluate the effects of a scenario-based range of motion exercise animation on nursing students' knowledge, motivation, and attitudes.

Methods: The randomized controlled experimental study was conducted in December 2021. The students were randomly assigned to experimental (n=52) and control (n=52) groups. Data were obtained with the "Student Information Form", "Range of Motion Exercises Knowledge Test","E-Learning Motivation Scale", and "E-Learning Attitude Scale". The study was carried out in two stages. First, the scenario-based animation video was created. In the second, the experimental group was trained with the scenario-based animation video, and the control group with the basic skill video. Ethics committee approval was obtained (Date:21/12/2020, Number: 24237859-775).

Results: Both groups' knowledge levels increased in the post-test (p = 0.001), but there was no statistically significant difference in the knowledge levels between the groups (p > 0.001). Besides, the motivation and attitude scores of the students in the experimental group were statistically significantly higher than those of the students in the control group in the post-test (p < 0.05).

Conclusion: Scenario-based animation videos in nursing education are instructive and have a positive effect on developing high motivation and attitude in students. Scenario-based animation videos should be integrated into the nursing education curriculum as course material.

背景:基于场景的动画是一种电子学习工具,通过影响学生的感知和感受,为他们将学习转化为行动做出了重大贡献。本研究旨在评估基于场景的活动范围练习动画对护生的知识、动机和态度的影响。方法:于2021年12月进行随机对照实验研究。学生被随机分为实验组(n=52)和对照组(n=52)。数据采用《学生信息表》、《关节活动度知识测验》、《E-Learning动机量表》、《E-Learning态度量表》获取。这项研究分两个阶段进行。首先,制作基于场景的动画视频。第二步,实验组使用基于场景的动画视频进行训练,对照组使用基础技能视频进行训练。获得伦理委员会批准(日期:21/12/2020,编号:24237859-775)。结果:两组知识水平在测试后均有所提高(p = 0.001),但两组间知识水平差异无统计学意义(p < 0.001)。实验组学生的后测动机和态度得分均显著高于对照组学生(p < 0.05)。结论:场景动画视频在护理教育中具有指导意义,对培养学生的高动机和态度有积极作用。情景化动画视频应作为课程教材纳入护理教育课程。
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引用次数: 0
Associations between the perceived educational environment and burnout symptoms across multilingual medical programs: the role of academic and social self-perception. 多语言医疗项目中感知的教育环境与倦怠症状之间的关系:学术和社会自我感知的作用
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-10 DOI: 10.1186/s12909-026-08786-8
István Szabó, Árpád Csathó, Béla Birkás

Background: Burnout among medical students is a widespread problem that threatens academic performance, well-being, and professional identity. The educational environment is crucial for shaping students' psychological resilience regarding burnout. The current study investigates how perceptions of the educational environment and reflective self-perceptions are associated with burnout symptoms among students enrolled in three different language medical programs.

Methods: A cross-sectional, self-report study was conducted among 731 medical students across three language programs at a Hungarian university. Participants completed the Maslach Burnout Inventory-Student Survey (MBI-SS) and the Dundee Ready Education Environment Measure (DREEM). Language program, age, sex and study semester were also included as variables into the model and statistical analyses to check for potential meaningful differences.

Results: Significant differences in burnout dimensions were observed across language groups, with international students reporting higher emotional exhaustion and lower academic efficacy. All five DREEM subscales showed moderate correlations with burnout dimensions. Regression analyses identified social self-perception as a consistent negative predictor of exhaustion and cynicism, and academic self-perception as a significant positive predictor of academic efficacy. Reflective self-perception mechanisms were found to function as protective factors across all models.

Conclusions: Medical students' burnout is significantly linked to their perceptions of both academic and social aspects of their competences related to their educational environment. Enhancing self-reflective capacities and fostering a socially supportive learning climate may help reduce burnout risk, particularly among international and female students.

背景:医学生的职业倦怠是一个普遍存在的问题,它威胁着学习成绩、幸福感和职业认同。教育环境对学生倦怠心理弹性的塑造至关重要。本研究调查了三种不同语言医学专业的学生对教育环境的感知和反思性自我感知与倦怠症状的关系。方法:在匈牙利一所大学的三个语言专业的731名医学生中进行了一项横断面自我报告研究。参与者完成了马斯拉克职业倦怠量表-学生调查(MBI-SS)和邓迪就绪教育环境测量(DREEM)。语言课程、年龄、性别和学习学期也作为变量纳入模型和统计分析,以检查潜在的有意义的差异。结果:不同语言群体在倦怠维度上存在显著差异,留学生情绪耗竭程度较高,学业效能较低。DREEM五个分量表均与倦怠维度呈中等相关。回归分析发现,社会自我知觉是疲劳和玩世不恭的一致负向预测因子,学术自我知觉是学术效能的显著正向预测因子。反思性自我知觉机制在所有模型中都是保护因素。结论:医学生的职业倦怠与他们对与教育环境相关的学术能力和社会能力的认知显著相关。提高自我反思能力和培养社会支持的学习氛围可能有助于减少倦怠风险,特别是在国际学生和女学生中。
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引用次数: 0
Association between psychoeducational factors and perceived academic stress in medical students: a gender-based analysis. 医学生心理教育因素与学业压力感知的关系:基于性别的分析。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-10 DOI: 10.1186/s12909-026-08770-2
Carolina Lagares-Franco, María Jesús Viñolo Gil, Cristina O Ferrall González, Horacio López Ruiz, Ismael García-Campanario

Background: Academic stress is a dynamic cognitive appraisal process in which students perceive educational demands as exceeding their coping resources This perception is associated with emotional and behavioral responses that relate to well-being and perceived academic stress.

Objective: This study aimed to identify the main academic stressors in medical students and to examine their relationship with sleep quality, physical activity, and gender, specifically focusing on perceived stress rather than academic grades.

Methods: An analytical cross-sectional study was conducted including sociodemographic questions and validated instruments: the Pittsburgh Sleep Quality Index (PSQI), the Academic Stress Questionnaire (E-CEA), and the short form of the International Physical Activity Questionnaire (IPAQ). Logistic regression analyses were performed.

Results: Significant gender-related differences were found in stress responses and coping strategies. Female students reported higher levels of academic overload (p = 0.004), emotional demands, and exam-related anxiety (p = 0.005), as well as differences in exam preparation strategies (p = 0.037). Regarding lifestyle factors, poor sleep quality was identified as a significant factor associated with higher stress levels (OR = 1.12; 95% CI: 1.03-1.22).

Conclusion: Academic overload and exam anxiety were identified as significant factors associated with medical students´ well-being. Female students showed a higher probability of reporting stress (OR = 5.56). These findings highlight the need for gender-sensitive psychoeducational interventions that promote healthy sleep habits and stress management alongside physical activity recommendations.

背景:学业压力是一个动态的认知评估过程,在这个过程中,学生认为教育需求超出了他们的应对资源。这种认知与幸福感和学业压力感知相关的情绪和行为反应有关。目的:本研究旨在确定医学生的主要学业压力源,并研究它们与睡眠质量、身体活动和性别的关系,特别关注感知压力而不是学业成绩。方法:采用社会人口学问题和验证工具:匹兹堡睡眠质量指数(PSQI)、学业压力问卷(E-CEA)和国际体育活动问卷(IPAQ),进行分析性横断面研究。进行逻辑回归分析。结果:大学生在应激反应和应对策略上存在显著的性别差异。女生在学业负担(p = 0.004)、情绪需求和考试相关焦虑(p = 0.005)以及考试准备策略上的差异(p = 0.037)方面的表现更高。关于生活方式因素,睡眠质量差被认为是与较高压力水平相关的重要因素(OR = 1.12; 95% CI: 1.03-1.22)。结论:学业负荷和考试焦虑是影响医学生幸福感的重要因素。女生报告压力的概率更高(OR = 5.56)。这些发现强调需要对性别敏感的心理教育干预措施,促进健康的睡眠习惯和压力管理,同时建议进行体育活动。
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引用次数: 0
The ADAPT model: integrating employer insights into a framework for practice-ready health professions graduates. ADAPT模式:将雇主的见解整合到一个框架中,为准备好实践的卫生专业毕业生。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-10 DOI: 10.1186/s12909-026-08683-0
Michelle A Stubbs, Michelle Guppy, Oyepeju Onifade, Felista Mwangi, Katie Wynne, Julie Burrows, Elizabeth Bembridge, Nathan Aulsebrook, Tazeen Majeed, Bunmi S Malau-Aduli

Introduction: Healthcare systems rely on a skilled and diverse workforce to deliver patient-centred care across settings. Rising patient acuity, rapid technological change, and interprofessional collaboration have heightened expectations for graduates to be "practice-ready" on entry to the workforce. Health professions education (HPE) must therefore extend beyond discipline-specific knowledge to prepare graduates for real-world practice. Employers, as key stakeholders, are uniquely positioned to assess this readiness, yet their perspectives are seldom explored. This study explores employer views on how well HPE curricula prepare recent graduates for independent clinical practice, to inform future educational and workforce strategies.

Methods: Employers of recent graduates from a range of healthcare disciplines participated in semi-structured interviews. These in-depth discussions captured perceptions of graduate preparedness, and an inductive thematic analysis was undertaken to identify patterns and develop themes reflecting readiness for practice.

Results: Thirty-one employers from medicine, nursing, podiatry, physiotherapy, oral health, speech therapy, social work, nutrition and dietetics, and multidisciplinary clinical services contributed to the study. Four themes were identified. Patient-Centred Care was consistently prioritised, with graduates generally seen as capable, particularly in structured environments. Clinical Competence was perceived as a continuum, with strong readiness in routine care but limited preparedness for emergencies and complex scenarios. Transition to Practice emerged as a critical phase requiring structured support, digital literacy, and systems navigation. Finally, Wellbeing and Adaptability reflected concerns around resilience, sustainability, and self-directed learning in high-pressure settings. These findings informed the development of the ADAPT model, comprising five interdependent domains of graduate readiness.

Conclusion: This study contributes a novel, employer-informed framework for graduate readiness, extending existing models of employability to include adaptive capacity, system fluency, and wellbeing. To align with the ADAPT model for practice-ready professionals, training pathways must foster clinical reasoning and communication, embed resilience and interprofessional collaboration, and use structured frameworks for transitioning to practice. The results carry practical implications for HPE curriculum design and workforce preparedness strategies, ensuring that graduates are not only knowledgeable, but also adaptable and sustainable contributors to healthcare systems.

简介:医疗保健系统依靠熟练和多样化的劳动力提供以患者为中心的护理。不断提高的患者敏锐度、快速的技术变革和跨专业合作提高了对毕业生在进入劳动力市场时“为实践做好准备”的期望。因此,卫生专业教育(HPE)必须超越学科特定知识,为毕业生准备现实世界的实践。雇主作为关键的利益相关者,在评估这种准备情况方面处于独特的地位,但他们的观点很少被探讨。本研究探讨了雇主对HPE课程如何为应届毕业生独立临床实践做好准备的看法,以告知未来的教育和劳动力战略。方法:采用半结构化访谈法,对医疗卫生专业应届毕业生的雇主进行访谈。这些深入的讨论抓住了对研究生准备的看法,并进行了归纳主题分析,以确定模式并制定反映实践准备情况的主题。结果:31名来自医学、护理、足部、物理治疗、口腔卫生、语言治疗、社会工作、营养和饮食学以及多学科临床服务部门的雇主参与了这项研究。确定了四个主题。以病人为中心的护理一直是优先考虑的,毕业生通常被认为有能力,特别是在结构化的环境中。临床能力被认为是一个连续体,在日常护理方面有很强的准备能力,但对紧急情况和复杂情况的准备能力有限。向实践的过渡是一个关键阶段,需要结构化的支持、数字素养和系统导航。最后,幸福感和适应性反映了对高压环境下的弹性、可持续性和自主学习的关注。这些发现为ADAPT模型的发展提供了信息,该模型包括五个相互依存的毕业生准备领域。结论:本研究为毕业生准备提供了一个新颖的、雇主知情的框架,扩展了现有的就业能力模型,包括适应能力、系统流畅性和幸福感。为了与适应实践准备专业人员的模式保持一致,培训途径必须促进临床推理和沟通,嵌入弹性和跨专业协作,并使用结构化框架过渡到实践。结果对HPE课程设计和劳动力准备策略具有实际意义,确保毕业生不仅知识渊博,而且适应能力强,可持续地为医疗保健系统做出贡献。
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引用次数: 0
Perceived readiness for clinical practice among recent graduates of a 5 + 2 reformed medical curriculum. 5 + 2医学改革课程应届毕业生对临床实践的准备程度。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-09 DOI: 10.1186/s12909-026-08700-2
Hany Atwa, Yasser S N Saleh, Asmaa A Hashem, Nourhan F Wasfy, Ranya Hassan, Mohamed Hany Shehata

Background: Transitioning from medical school to clinical practice is critical for recent medical graduates. Ensuring that graduates feel adequately prepared for this transition is essential for delivering high-quality patient care. The newly implemented reformed medical curriculum (comprising 5 years of medical school followed by 2 years of internship, replacing the traditional 6-year school and 1-year internship) at the Faculty of Medicine, Suez Canal University (FOM-SCU), Egypt, seeks to enhance readiness for clinical practice by integrating competency-based education, early clinical exposure, and extended internship training. This study aims to assess the perceived readiness of the first cohort of graduates from this reformed curriculum for clinical practice and to identify areas requiring improvement.

Methods: A cross-sectional, survey-based study was conducted among the first cohort of medical graduates (academic year 2022-2023) from the reformed curriculum at FOM-SCU. A validated, self-administered questionnaire was distributed electronically to collect data on graduates' perceived readiness across four domains: Communication and Collaboration, Comprehensive Clinical Practice, Clinical Skills and Confidence, and Ethical, Empathetic, and Safe Patient Care. Responses were recorded using a 5-point Likert scale. Two open-ended questions were added to the survey to assess expected challenges and suggestions for enhancements. Descriptive and inferential statistical analyses were performed. A p-value of less than 0.05 was considered statistically significant.

Results: A total of 141 graduates participated (response rate: 66.8%). The mean overall perceived readiness score was 3.79 ± 0.64, with Communication and Collaboration rated highest (4.08 ± 0.57), reflecting strengths in teamwork and communication. Comprehensive Clinical Practice was rated lowest (3.55 ± 0.64), indicating challenges in managing complex cases and administrative tasks. Male graduates reported significantly higher readiness across all domains (p < 0.05). Graduates with extra-curricular clinical experience showed higher readiness (p = 0.013).

Conclusions: While graduates of the reformed curriculum at FOM-SCU reported moderate preparedness for clinical practice, some areas for improvement were identified in basic medical skills and comprehensive clinical practice, particularly in handling complex medical conditions and administrative responsibilities. Enhancing hands-on training, structured mentorship, and simulation-based learning could improve graduates' confidence and competence.

背景:从医学院过渡到临床实践对最近的医学毕业生至关重要。确保毕业生为这种转变做好充分准备,对于提供高质量的患者护理至关重要。埃及苏伊士运河大学医学院新实施的改革后的医学课程(包括5年医学院学习后2年实习,取代传统的6年学校学习和1年实习)旨在通过整合基于能力的教育、早期临床接触和长期实习培训,加强临床实践的准备。本研究旨在评估改革后的第一批毕业生对临床实践的认知准备情况,并确定需要改进的领域。方法:采用横断面调查法,对我校2022-2023学年改革后的第一批医学毕业生进行调查。一份经过验证的、自我管理的问卷以电子方式分发,以收集毕业生在四个领域的感知准备情况的数据:沟通与协作、综合临床实践、临床技能和信心、道德、移情和安全的患者护理。使用5分李克特量表记录回答。调查中增加了两个开放式问题,以评估预期的挑战和改进建议。进行描述性和推断性统计分析。p值小于0.05被认为具有统计学意义。结果:共有141名毕业生参与问卷调查,回复率为66.8%。平均整体感知准备得分为3.79±0.64分,其中沟通与协作得分最高(4.08±0.57分),反映了学生在团队合作和沟通方面的优势。综合临床实践得分最低(3.55±0.64),表明在处理复杂病例和管理任务方面存在挑战。男性毕业生在所有领域都报告了更高的准备程度(p结论:虽然改革课程的毕业生对临床实践的准备程度中等,但在基本医疗技能和综合临床实践方面,特别是在处理复杂的医疗条件和行政责任方面,确定了一些有待改进的领域。加强实践培训、结构化指导和基于模拟的学习可以提高毕业生的信心和能力。
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引用次数: 0
Feasibility and efficacy of a neurovascular ultrasound training course for undergraduate medical students. 医本科生神经血管超声训练课程的可行性与效果。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-09 DOI: 10.1186/s12909-026-08765-z
Julian Elbischger, Elias Windisch, Kurt Niederkorn, Susanna Horner, Edith Geiger-Reinbacher, Andrea Glänzer, Daniela Thaler, Melanie Haidegger, Natalie Berger, Isra Hatab, Maria Tscherner, Simon Fandler-Höfler, Christian Enzinger, Thomas Gattringer, Markus Kneihsl

Background: Neurovascular ultrasound is an easily applicable bed-side tool for guiding the diagnosis and monitoring of cerebrovascular disease. Although sonography training is increasingly integrated in medical school curricula, neurovascular ultrasound has been largely neglected in these efforts. We therefore aimed to assess the feasibility and efficacy of a neurovascular ultrasound training course for medical students.

Methods: Five small-group neurovascular ultrasound course offerings were conducted between 2016 and 2019 at the Medical University of Graz, Austria. This study represents a retrospective analysis of prospectively collected educational course evaluation data. Each course offering followed the same course structure and assessment schedule and was offered to 2nd - to 5th -year medical students. Demographics and previous ultrasound experience were documented. To test pre-course knowledge, all participants completed a theoretical test, followed by the 20-hour hands-on training course comprising a standardized step-by-step examination of the extra- and intracranial brain-supplying arteries. Afterwards, all students underwent a practical exam in single-station Objective Structured Clinical Examination format, conducted by neurovascular ultrasound experts, blinded to the study's scope and data, using a predefined standard protocol.

Results: A total of 51 students (median age: 23 years, IQR: 1; range: 21-28; 24 females, 47%) participated in the courses. Of those, 27 (53%) had previous ultrasound experience. For the practical exam, participants achieved a median score of 56/66 points (IQR: 9; 85%). 44 students (86%) achieved a score above a 70% passing threshold. Of note, results were independent of previous practical ultrasound experience and theoretical pre-course knowledge (p each > 0.1).

Conclusion: This study demonstrates the feasibility and efficacy of a simply designed neurovascular ultrasound course in medical students. It can provide substantial hands-on competence even in students without previous ultrasound experience, supporting its integration into medical school curricula.

背景:神经血管超声是一种易于应用的床边工具,可指导脑血管疾病的诊断和监测。尽管超声训练越来越多地纳入医学院课程,神经血管超声在这些努力中很大程度上被忽视了。因此,我们旨在评估医学生神经血管超声训练课程的可行性和有效性。方法:2016年至2019年在奥地利格拉茨医科大学进行了5次小组神经血管超声课程。本研究是对前瞻性收集的教育课程评价资料进行回顾性分析。每个课程都遵循相同的课程结构和评估时间表,并提供给二至五年级的医学生。记录了人口统计学和以前的超声经验。为了测试课程前的知识,所有参与者都完成了一个理论测试,然后是20小时的实践培训课程,包括对颅内和颅内脑供应动脉的标准化逐步检查。之后,所有学生都接受了由神经血管超声专家进行的单站客观结构化临床检查格式的实践检查,对研究范围和数据不知情,使用预定义的标准方案。结果:共有51名学生参加了课程,年龄中位数为23岁,IQR为1,范围21-28岁,女性24名,占47%。其中,27人(53%)有过超声检查经验。在实践考试中,参与者的中位数得分为56/66分(IQR: 9; 85%)。44名学生(86%)的成绩超过了70%的及格门槛。值得注意的是,结果与之前的超声实践经验和理论预科知识无关(p均为0.1)。结论:本研究证明了简易设计的医学生神经血管超声课程的可行性和有效性。它甚至可以为没有超声经验的学生提供大量的动手能力,支持其融入医学院课程。
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引用次数: 0
Artificial intelligence, robotics, and person-centered care in nursing and midwifery education: qualitative study to develop an augmented caring pedagogy model. 护理与助产教育中的人工智能、机器人与以人为本的关怀:发展强化关怀教学法模式的质性研究。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-09 DOI: 10.1186/s12909-026-08717-7
Tuba Sengul, Betül Uncu, Seda Sarıköse, Nurten Kaya, Violeta Lopez, Holly Kirkland-Kyhn
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引用次数: 0
Knowledge, attitudes, and behaviors of pharmacy students towards clinical pharmacy in Türkiye: insights from a multicenter cross-sectional study. 药学专业学生对临床药学的知识、态度和行为:来自多中心横断面研究的见解。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-09 DOI: 10.1186/s12909-026-08651-8
Müzeyyen Aksoy, Ömer Faruk Özkanli, Enes Emir İlerler, Betül Özgan, Şeyma Gözelizmir, Büşra Ergen, Songül Tezcan, Mesut Sancar
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引用次数: 0
Dental students' knowledge, perceptions, and educational needs regarding artificial intelligence: a multinational cross-sectional survey. 牙科学生对人工智能的知识、认知和教育需求:一项跨国横断面调查。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-09 DOI: 10.1186/s12909-026-08699-6
Argyro Kavadella, Sergio E Uribe, Marco Antonio Dias da Silva, Falk Schwendicke, Antonín Tichý, Reinhilde Jacobs, Daniel Karni, Akhilanand Chaurasia, Kostis Giannakopoulos

Aims: To explore undergraduate dental students' AI knowledge, perceptions, and concerns, and to identify their educational needs based on these findings.

Methods: A cross-sectional, anonymous survey was conducted using a 30-item online questionnaire distributed to dental schools across multiple countries. The survey employed an exploratory, observational approach with convenience and snowball sampling methods. The population included dental students from all academic semesters, and participation in the survey was voluntary. The questionnaire consisted of multiple-choice and Likert-scale questions organized into five sections: consent form, demographic data, knowledge/awareness, perceptions/attitudes, and ethics-related questions. Data were analysed using Jamovi and R. Descriptive statistics summarised the demographic characteristics and responses to survey questions. Non-parametric correlation analysis was employed as a primary measure of association for relationships between ordinal variables. For regression analyses, ordinal logistic regression models were constructed to identify predictors for specific outcomes. For each Likert scale question, an ordinal logistic regression model was constructed (dependent variable), with the knowledge questions score as a covariate and the nominal answered questions as factors.

Results: 508 students completed the questionnaire. Most students (76.2%) agreed they understood what AI entails, and 67.4% were familiar with generic AI tools; however, only 34.7% knew AI's dental applications. 70.3% supported AI education during undergraduate studies, favoring case-based teaching, and 53.7% felt their current education had not adequately prepared them for AI technologies. Students declared that AI would be beneficial in diagnostic analysis (64.5%), enhance clinical practice (69.5%), and improve patient care (60.4%). Also, 41.7% believed that AI would cause a reduction in professionals' skills and dehumanize healthcare (29.2%). 3/4 students agreed that AI ethics should be taught from a multidisciplinary perspective, and 65.3% declared AI in healthcare should be legally regulated.

Conclusions: This study establishes baseline data on dental students' AI knowledge and educational requirements across multiple countries. Despite general AI familiarity, understanding of dental applications remains limited. The results highlight the need for structured AI education programs tailored to students' knowledge gaps and learning preferences. Dental students' understanding and perceptions of AI can effectively guide the identification of their learning needs and inform curriculum integration.

目的:探讨牙科本科学生对人工智能的认识、认知和关注,并根据这些发现确定他们的教育需求。方法:采用横断面匿名调查,使用30项在线问卷向多个国家的牙科学校分发。该调查采用了一种探索性、观察性的方法,方便和滚雪球抽样方法。调查对象包括各个学期的牙科专业学生,他们是自愿参与调查的。问卷由多项选择题和李克特量表组成,分为五个部分:同意书、人口统计数据、知识/意识、感知/态度和伦理相关问题。使用Jamovi和r对数据进行分析。描述性统计总结了人口统计学特征和对调查问题的回答。非参数相关分析被用作排序变量之间关系的主要关联度量。为了进行回归分析,我们构建了有序逻辑回归模型来确定特定结果的预测因子。对于每个李克特量表问题,构建了一个有序逻辑回归模型(因变量),以知识问题得分为协变量,名义回答问题为因素。结果:508名学生完成问卷调查。大多数学生(76.2%)认为他们了解人工智能的含义,67.4%的学生熟悉通用的人工智能工具;然而,只有34.7%的人知道人工智能在牙科方面的应用。70.3%的人支持在本科学习期间进行人工智能教育,支持基于案例的教学,53.7%的人认为他们目前的教育没有为他们做好充分的人工智能技术准备。学生们表示,人工智能将有助于诊断分析(64.5%)、增强临床实践(69.5%)和改善患者护理(60.4%)。此外,41.7%的人认为人工智能会导致专业人员技能的下降,并使医疗保健失去人性(29.2%)。3/4的学生认为应该从多学科的角度来教授人工智能伦理,65.3%的学生认为医疗领域的人工智能应该受到法律监管。结论:本研究建立了多个国家牙科学生人工智能知识和教育要求的基线数据。尽管普遍熟悉人工智能,但对牙科应用的理解仍然有限。研究结果强调了针对学生的知识差距和学习偏好量身定制结构化人工智能教育计划的必要性。牙科学生对人工智能的理解和感知可以有效地指导他们学习需求的识别,为课程整合提供信息。
{"title":"Dental students' knowledge, perceptions, and educational needs regarding artificial intelligence: a multinational cross-sectional survey.","authors":"Argyro Kavadella, Sergio E Uribe, Marco Antonio Dias da Silva, Falk Schwendicke, Antonín Tichý, Reinhilde Jacobs, Daniel Karni, Akhilanand Chaurasia, Kostis Giannakopoulos","doi":"10.1186/s12909-026-08699-6","DOIUrl":"https://doi.org/10.1186/s12909-026-08699-6","url":null,"abstract":"<p><strong>Aims: </strong>To explore undergraduate dental students' AI knowledge, perceptions, and concerns, and to identify their educational needs based on these findings.</p><p><strong>Methods: </strong>A cross-sectional, anonymous survey was conducted using a 30-item online questionnaire distributed to dental schools across multiple countries. The survey employed an exploratory, observational approach with convenience and snowball sampling methods. The population included dental students from all academic semesters, and participation in the survey was voluntary. The questionnaire consisted of multiple-choice and Likert-scale questions organized into five sections: consent form, demographic data, knowledge/awareness, perceptions/attitudes, and ethics-related questions. Data were analysed using Jamovi and R. Descriptive statistics summarised the demographic characteristics and responses to survey questions. Non-parametric correlation analysis was employed as a primary measure of association for relationships between ordinal variables. For regression analyses, ordinal logistic regression models were constructed to identify predictors for specific outcomes. For each Likert scale question, an ordinal logistic regression model was constructed (dependent variable), with the knowledge questions score as a covariate and the nominal answered questions as factors.</p><p><strong>Results: </strong>508 students completed the questionnaire. Most students (76.2%) agreed they understood what AI entails, and 67.4% were familiar with generic AI tools; however, only 34.7% knew AI's dental applications. 70.3% supported AI education during undergraduate studies, favoring case-based teaching, and 53.7% felt their current education had not adequately prepared them for AI technologies. Students declared that AI would be beneficial in diagnostic analysis (64.5%), enhance clinical practice (69.5%), and improve patient care (60.4%). Also, 41.7% believed that AI would cause a reduction in professionals' skills and dehumanize healthcare (29.2%). 3/4 students agreed that AI ethics should be taught from a multidisciplinary perspective, and 65.3% declared AI in healthcare should be legally regulated.</p><p><strong>Conclusions: </strong>This study establishes baseline data on dental students' AI knowledge and educational requirements across multiple countries. Despite general AI familiarity, understanding of dental applications remains limited. The results highlight the need for structured AI education programs tailored to students' knowledge gaps and learning preferences. Dental students' understanding and perceptions of AI can effectively guide the identification of their learning needs and inform curriculum integration.</p>","PeriodicalId":51234,"journal":{"name":"BMC Medical Education","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146133659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Telemedicine and digital literacy across medical training: a multicentric analysis of behavioral and educational determinants of readiness. 跨医学培训的远程医疗和数字素养:对准备的行为和教育决定因素的多中心分析。
IF 3.2 2区 医学 Q1 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2026-02-07 DOI: 10.1186/s12909-026-08710-0
Gianvincenzo Zuccotti, Valeria Calcaterra, Gabriele Infante, Martina Pisarra, Gianluca Damonte, Alberto Passi, Marcello Maggiolini, Fabio Ferretti, Marta Marsilio
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BMC Medical Education
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