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Developing a Framework of Entrustable Professional Activities for Residency Training in Hematology. 为血液学住院医师培训建立可信赖的专业活动框架。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-10 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S541605
Hong Tian, Lan Xu, Jing Xi, Jie Yin, Haiping Dai, Ying Wang, Jia Chen, Chunrui Li, Yu Zhu, Huafeng Wang, Mo Zhou, Yuan Long, Xuewen Song, Li Yang, Jiajun Qi, Jinyi Zhou, Shengli Xue

Purpose: Entrustable professional activities (EPAs), essential for competent and safe clinical practice, serve as milestones to assess trainees' readiness for independent patient care. This study aimed to develop a context-specific EPA framework for hematology residency training in China.

Methods: We employed a modified Delphi method involving 35 experts from 8 academic hospitals to establish China's inaugural hematology-specific EPA framework. The development process comprised three key components: (1) a systematic literature review integrating international EPA models with China's the Standardized Training System for Residents (STSR) requirements; (2) structural validation through the EQual rubric (cut-off: 4.07); and (3) a two-round Delphi consultations evaluating importance, observability, evaluability, repeatability, feasibility and entrustment-supervision levels. Expert engagement metrics and inter-rater agreement evaluated consensus quality.

Results: The preliminary 14-item framework was ultimately refined to 12 EPAs following the exclusion of "Public Health Emergency Response" (EPA 14; mean score=3.23) and "Imparting Bad News" (EPA 13; 57.1% experts advocated removing). Key revisions involved expanding the hematopoietic stem cell transplantation (HSCT) competency domain to include donor selection (EPA 7) and the provisional addition then subsequent removal of "Cellular Immunotherapy Complications Management" due to insufficient standardization of assessment criteria. The final EPAs achieved unanimous EQual compliance (≥4.07) and strong Delphi consensus (Kendall's W: Round 1 = 0.271, Round 2 = 0.529, p<0.001). Clinical entrustment-supervision levels were systematically stratified by training phase and expected competency at graduation.

Conclusion: This study has established China's first hematology-specific EPA framework by addressing gaps in global EPA models through integration of integrating local clinical demands (high patient volume, resource constraints) and multidisciplinary coordination. The framework provides a validated tool for competency-based assessment, with future steps focusing on digital implementation and nationwide validation.

目的:可信赖的专业活动(EPAs)对于合格和安全的临床实践至关重要,可作为评估受训者独立患者护理准备情况的里程碑。本研究旨在为中国血液学住院医师培训制定一个特定环境的EPA框架。方法:采用改进的德尔菲法,包括来自8所专科医院的35名专家,建立中国首个血液学特异性EPA框架。该研究的发展过程包括三个关键部分:(1)将国际环境保护模型与中国居民标准化培训系统(STSR)的要求相结合,进行系统的文献综述;(2)通过EQual准则进行结构验证(截止值:4.07);(3)进行两轮德尔菲咨询,评估重要性、可观察性、可评价性、可重复性、可行性和委托监督水平。专家参与指标和评价者之间的协议评估了共识的质量。结果:在排除了“突发公共卫生事件应对”(EPA 14,平均得分=3.23)和“传递坏消息”(EPA 13, 57.1%的专家主张删除)后,初步的14项EPA框架最终细化为12项EPA。关键的修订包括扩大造血干细胞移植(HSCT)的能力范围,包括供体选择(EPA 7),以及由于评估标准不够标准化而临时增加并随后删除“细胞免疫治疗并发症管理”。最终的EPA达到了一致的EQual合规(≥4.07)和强德尔菲共识(Kendall’s W:第1轮= 0.271,第2轮= 0.529)。结论:本研究通过整合本地临床需求(高患者量、资源限制)和多学科协调,解决了全球EPA模型的差距,建立了中国首个血液学特异性EPA框架。该框架为基于能力的评估提供了一个经过验证的工具,未来的步骤将侧重于数字化实施和全国范围内的验证。
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引用次数: 0
The Room of Errors as an Innovative Simulated Environment to Enhance the Management of Blood Exposure Accidents: A Tunisian Pre-Experimental Study. 错误的房间作为一个创新的模拟环境,以加强血液暴露事故的管理:突尼斯的实验前研究。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-08 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S530487
Marwa Bouhoula, Imene Kacem, Amal Ghenim, Mohamed Ajmi, Amani Mellouli, Asma Aloui, Chaima Sridi, Amen Fki, Maher Maoua, Walid Naija, Mohamed Kahloul

Introduction: Blood exposure accidents (BEA) represent a significant risk for healthcare workers. To enhance safety awareness, particularly among medical students, the "Room of Errors" may offer an innovative and effective educational approach.

Objective: To assess the impact of the "Room of Errors" simulation on medical students' knowledge regarding BEA management.

Methods: A pre-experimental study was conducted at the simulation center of the Faculty of Medicine of Sousse, including 63 students in the third level of the Second cycle of medical studies (SCMS3) who completed an internship in the occupational medicine department during the academic year2023/2024. Participants attended a simulation session of "room of errors" including seven intentional errors.An "error collection" sheet was used to identify these errors. A pre-test and post-test, each comprising 5 questions, evaluated participants' knowledge. Answers were classified as correct or incorrect.

Results: All 63 students (100%) who participated to the simulation session were included in the study. Totally, 55.6% of participants were female, with a median age of 24 years. Participants have correctly identified an average of 5.8 errors (range: 3-7) with a median of 6 [IQR: 5-7]. Following the simulation, students demonstrated significant improvements in their knowledge compared to the median pre-simulation scores (4 [IQR: 4-5] vs 2 [IQR: 1-3]; p<10-3). The overall assessment of the tool indicated that all participants enjoyed and appreciate the error room: 64% found this learning method excellent and 22% found it good. The majority of the participants indicated that the debriefing was helpful, as it clarified specific elements, provided constructive feedback, and allowed a review of demonstrated technical skills, attitudes and behaviors.

Conclusion: The "Room of Errors" promotes reflective learning and enhances BEA prevention awareness. As an engaging and effective pedagogical tool, it may contribute to improving patient and professional safety.

血液暴露事故(BEA)是医护人员面临的重大风险。为了提高安全意识,特别是医科学生的安全意识,“错误室”可以提供一种创新和有效的教育方法。目的:探讨“错误室”模拟教学对医学生BEA管理知识的影响。方法:在苏塞医学院模拟中心进行实验前研究,选取2023/2024学年在职业医学系实习的医学第二周期(SCMS3)三年级学生63名。参与者参加了“错误房间”的模拟会议,其中包括七个故意错误。“错误收集”表用于识别这些错误。前测和后测各包括5个问题,评估参与者的知识水平。答案被分为正确和错误。结果:63名参加模拟会话的学生(100%)全部被纳入研究。总共55.6%的参与者是女性,中位年龄为24岁。参与者正确识别了平均5.8个错误(范围:3-7),中位数为6 [IQR: 5-7]。在模拟之后,与模拟前的中位数分数相比,学生表现出了显著的知识进步(4 [IQR: 4-5] vs 2 [IQR: 1-3]; p-3)。对该工具的总体评估表明,所有参与者都喜欢并欣赏错误空间:64%的人认为这种学习方法很好,22%的人认为它很好。大多数与会者表示,情况汇报是有帮助的,因为它澄清了具体内容,提供了建设性的反馈,并允许审查所展示的技术技能、态度和行为。结论:“错误空间”促进了反思性学习,提高了预防BEA的意识。作为一种有吸引力和有效的教学工具,它可能有助于提高患者和专业安全。
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引用次数: 0
The Nagoya University and the University of Adelaide Joint PhD Degree Program in Medicine - A Program of Opportunity. 名古屋大学和阿德莱德大学联合医学博士学位课程-机会计划。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-06 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S526211
Branko Aleksic, Agnieszka Arthur, Mika Kasai-Prince, Basile Chretien, Itzel Bustos-Villalobos, Carolin Plewa, Hideki Kasuya, Amanda J Page, Andrew C W Zannettino, Hiroshi Kimura

The Joint PhD Degree Program (JDP) between Nagoya University (NU) and the University of Adelaide (UoA), launched in 2015, was the first such initiative of its type in Japan. Evolving from a student exchange, it required the Japanese Ministry of Education, Culture, Sports, Science and Technology (MEXT) accreditation and alignment of differing PhD admission criteria. Challenges included degree naming and eligibility requirements, which NU and UoA addressed through mutual recognition agreements. Since inception, the JDP has maintained steady enrolment, with doctoral degree students engaging in joint research and publishing over 30 peer-reviewed articles. Future developments include postdoctoral pathways and industry internships, reinforcing the Program's role in fostering and enhancing global medical research collaboration.

名古屋大学(NU)和阿德莱德大学(UoA)于2015年启动了联合博士学位项目(JDP),这是日本首个此类项目。从学生交换演变而来,它需要日本教育、文化、体育、科学和技术部(MEXT)的认证,并协调不同的博士入学标准。挑战包括学位命名和资格要求,NU和UoA通过相互承认协议解决了这些问题。自成立以来,JDP一直保持稳定的招生,博士生参与联合研究,发表了30多篇同行评审的文章。未来的发展包括博士后路径和行业实习,加强该计划在促进和加强全球医学研究合作方面的作用。
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引用次数: 0
Influence of Tutors' Overseas Experience on Doctoral Medical Students' Skill Development: A Comparative Study in China. 导师海外经历对医博士生技能发展的影响:国内比较研究
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-04 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S535217
Tingjiao Liu, Yun Tang, Sihan Liu, Zhongling Zhang

Background: Overseas study is believed to enhance health professionals' research capacity. This positive impact has been passed down through generations of medical students via their tutors. This study aims to quantify and compare the benefits of tutors' overseas study experience for basic and clinical medical students.

Methods: A structured questionnaire was administered to medical students in Harbin Medical University (HMU) and its affiliated hospitals, whose tutors have overseas study experience. The study included 263 basic students from HMU basic medicine (Group A) and 263 age-matched clinical students from the affiliated hospitals (Group B). Data were analyzed using SPSS software.

Results: Most students believed that their tutors' overseas study experience greatly enhanced their abilities. The total IF (Impact Factor) of articles published during their PhD study by Group A and Group B was, respectively, 4.639 and 3.791 (P < 0.05). The number of SCI papers during their PhD study and foreign language skills improvement scores by Group A and Group B was, respectively, 1.14 and 1.06 (P > 0.05). Significant differences were found between Group A and B in the mean scores for improvement in learning ability, idea renewal, research ability and international academic communication skills (P < 0.05).

Conclusion: Our study revealed significant associations between tutors' overseas experience and medical students' outcomes. Basic students with overseas-experienced tutors demonstrated higher research achievements, while clinical students reported greater perceived improvements in overall abilities. Our findings suggest that study abroad policies for medical tutors may warrant consideration, given the observed associations with student outcomes.

背景:海外留学被认为可以提高卫生专业人员的研究能力。这种积极的影响通过他们的导师传给了一代又一代的医学生。本研究旨在量化和比较导师海外留学经历对基础医学学生和临床医学学生的好处。方法:对哈尔滨医科大学及其附属医院中导师有留学经历的医学生进行结构化问卷调查。本研究纳入HMU基础医学专业263名学生(A组)和附属医院年龄匹配的临床专业263名学生(B组)。数据采用SPSS软件进行分析。结果:大多数学生认为导师的海外留学经历大大提高了他们的能力。A组和B组博士生在读博期间发表论文的影响因子(Impact Factor)总和分别为4.639和3.791 (P < 0.05)。A组和B组博士期间SCI论文数和外语技能提高分数分别为1.14和1.06 (P < 0.05)。A组与B组在学习能力、思想更新能力、科研能力、国际学术交流能力提高的平均得分差异有统计学意义(P < 0.05)。结论:导师海外留学经历对医学生学业成绩有显著影响。有海外经验导师的基础生表现出更高的研究成果,而临床生则表现出更大的整体能力提升。我们的研究结果表明,鉴于观察到的与学生成绩的关联,医学导师的出国留学政策可能值得考虑。
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引用次数: 0
Enhancing Pediatric Residency Training Through Peer-Education Based Gamified Simulation. 通过基于同伴教育的游戏化模拟加强儿科住院医师培训。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-03 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S518814
Marco Scaglione, Andrea Calandrino, Laura Puzone, Giovanni Bottino, Alessio Conte, Pasquale Striano, Mohamad Maghnie

The reduction in clinical rotation hours, particularly in high-demand pediatric subspecialties such as Neonatal Intensive Care Units (NICU) and Pediatric Emergency Rooms (ER), has highlighted the need for innovative approaches to enhance pediatric residency education. A 2019 survey of Italian pediatric residency programs revealed that most residents receive fewer than five hours of simulation-based training annually, with 66% participating in no simulation activities. Additionally, pediatric ER rotation hours have seen significant reductions-daytime rotations decreased by 29%, while nighttime rotations were reduced by 60% over the past four years at the University of Genoa. These challenges emphasize the importance of simulation-based curricula to address gaps in clinical exposure.This study presents a gamified simulation-based curriculum developed at the University of Genoa, designed to improve both technical and non-technical competencies among pediatric residents while compensating for reduced clinical exposure. The curriculum spans five years, with Year 1 focusing on foundational skills such as airway management, vascular access, and diagnostic techniques. Year 2 introduces more advanced scenarios like neonatal resuscitation, shock management, and cardiac arrest, while Years 3-5 culminate in high-fidelity simulations involving complex trauma and crisis resource management.Throughout the program, gamification elements such as badges, leaderboards, and team-based rewards enhance engagement, motivation, and participation. These elements provide feedback and foster progression, reinforcing residents' commitment to mastering technical skills and non-technical competencies like teamwork, leadership, and decision-making. By combining simulation-based training with gamification, this curriculum offers an innovative approach to residency education, preparing pediatric residents for real-world challenges and developing essential skills for high-stakes pediatric care.

临床轮转时间的减少,特别是在新生儿重症监护病房(NICU)和儿科急诊室(ER)等高需求儿科专科,突出了需要创新方法来加强儿科住院医师教育。2019年对意大利儿科住院医师项目的一项调查显示,大多数住院医师每年接受的模拟培训时间不到5小时,66%的人没有参加任何模拟活动。此外,热那亚大学的儿科急诊室轮转时间也显著减少——在过去四年中,日间轮转减少了29%,夜间轮转减少了60%。这些挑战强调了以模拟为基础的课程对于解决临床暴露差距的重要性。本研究提出了热那亚大学开发的基于游戏化模拟的课程,旨在提高儿科住院医生的技术和非技术能力,同时补偿减少的临床暴露。课程跨度为五年,第一年侧重于气道管理、血管通路和诊断技术等基础技能。2年级引入了更高级的场景,如新生儿复苏,休克管理和心脏骤停,而3-5年级的高潮是涉及复杂创伤和危机资源管理的高保真模拟。在整个项目中,游戏化元素,如徽章、排行榜和基于团队的奖励,提高了参与度、积极性和参与度。这些元素提供反馈并促进进步,加强居民对掌握技术技能和非技术能力的承诺,如团队合作、领导和决策。通过将基于模拟的培训与游戏化相结合,该课程提供了一种创新的住院医师教育方法,为儿科住院医师应对现实世界的挑战做好准备,并培养高风险儿科护理的基本技能。
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引用次数: 0
Knowledge Attitudes and Ethical Concerns About Artificial Intelligence Among Medical Students at Taibah University: A Cross-Sectional Study. Taibah大学医学生对人工智能的知识态度和伦理关注:一项横断面研究
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S528281
Samah Alfahl

Background: Artificial Intelligence (AI) is increasingly relevant tool to medical education and healthcare. Understanding the readiness of future physicians for AI integration is essential for developing effective curricula and fostering responsible use of this technology.

Methods: This cross-sectional study was conducted among 189 medical students at Taibah University using a validated, self-administered online questionnaire. The tool measured AI knowledge (7 items), attitudes (10 items), practices (7 items), and perceived barriers. Responses were captured on a 5-point Likert scale. Descriptive and inferential statistics, including one-way ANOVA, were used to analyze differences across academic years.

Results: Out of 189 respondents, 53.97% (n=102) of students reported familiarity with basic AI concepts, and 5.66% (n=11) were aware of machine learning and deep learning. Only 11.21% (n=21) had received formal AI instruction, and 21.18% (n=40) had attended dedicated courses. 74.60% (n=141) believed AI would revolutionize education, yet 41.91% (n=79) expressed concerns about AI replacing teachers. 52.02% (n=98) used AI regularly for exam preparation. In comparison, only 11.64% (n=22) used it for Objective Structured Clinical Examination (OSCE) preparation Key barriers included ethical concerns (n=44 responses), risk of plagiarism (n=56), lack of knowledge (n=46), and limited access to tools (n=28).

Conclusion: Medical students display cautious optimism about AI in education, with limited practical knowledge and concerns about ethical implications. Integrating structured AI education, training program, and ethical guideline is essential for preparing students for an AI-enhanced healthcare landscape.

背景:人工智能(AI)是医学教育和医疗保健领域越来越重要的工具。了解未来医生对人工智能整合的准备程度,对于开发有效的课程和促进负责任地使用这项技术至关重要。方法:本横断面研究在Taibah大学的189名医学生中进行,采用一份有效的、自我管理的在线问卷。该工具测量了人工智能知识(7项)、态度(10项)、实践(7项)和感知障碍。调查采用李克特5分制。描述性和推断性统计,包括单因素方差分析,用于分析不同学年的差异。结果:在189名受访者中,53.97% (n=102)的学生表示熟悉基本的人工智能概念,5.66% (n=11)的学生了解机器学习和深度学习。只有11.21% (n=21)的人接受过正式的人工智能指导,21.18% (n=40)的人参加过专门的课程。74.60% (n=141)的人认为人工智能将彻底改变教育,41.91% (n=79)的人担心人工智能会取代教师。52.02% (n=98)定期使用人工智能备考。相比之下,只有11.64% (n=22)的人将其用于客观结构化临床检查(OSCE)准备。主要障碍包括伦理问题(n=44)、剽窃风险(n=56)、缺乏知识(n=46)和工具获取有限(n=28)。结论:医学生对人工智能在教育中的应用表现出谨慎的乐观态度,他们的实践知识有限,并担心伦理影响。整合结构化的人工智能教育、培训计划和道德准则对于让学生为人工智能增强的医疗保健环境做好准备至关重要。
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引用次数: 0
Enhancing Neuroanatomy Education for Medical Students Through the Development of Online Modules. 通过开发网络模块加强医学生神经解剖学教育。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-31 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S541772
Fatima E Al-Kubaisi, Soha R Dargham, Mange F Manyama

Purpose: Neuroanatomy is a cornerstone of medical education, yet its complexity often leads to student apprehension, termed "neurophobia." This quantitative study evaluated the effectiveness of online Functional Neuroanatomy modules in enhancing second-year medical students' understanding of neuroanatomy at Weill Cornell Medicine-Qatar during the 2024-25 academic year.

Participants and methods: Four functional neuroanatomy modules were developed: Brainstem Anatomy, Sensory Pathway, Motor Pathway, and Cranial Nerves. Each module featured a 15 to 20-minute animated video and accompanying pre- and post-module quizzes. Each module included 5-10 multiple-choice questions and labeling exercises targeting structure, function, and clinical correlation relationships through distinct clinical scenarios. Thirty-six students participated in this study by completing one or more modules. A survey was administered at the end of the final module to assess student perceptions of the modules' effectiveness, utility, and overall satisfaction. Quantitative data were analyzed using paired samples t-tests to compare pre- and post-quiz performance and independent t-tests to compare weekly quiz scores between participants and non-participants.

Results: Statistical analysis showed significant improvement in post-module quiz scores across all modules (p < 0.001), indicating short-term learning gains. No significant difference was observed in official weekly neuroanatomy quiz scores between participants and non-participants (p > 0.05), possibly attributable to students' already strong baseline performance and access to multiple learning resources. Survey responses reflected high satisfaction, with students praising the modules' clarity, interactivity, and flexibility.

Conclusion: These findings support the effectiveness of neuroanatomy modules as a supplementary digital tool that enhances comprehension and addresses neurophobia. However, limitations, including small sample size, lack of long-term retention assessment, and reliance on quiz-based evaluation, warrant caution and suggest the need for more rigorous future studies.

目的:神经解剖学是医学教育的基石,但其复杂性往往导致学生的忧虑,称为“神经恐惧症”。本定量研究评估了Weill Cornell medical - qatar在2024-25学年期间在线功能神经解剖学模块在提高二年级医学生对神经解剖学理解方面的有效性。参与者和方法:开发了四个功能神经解剖学模块:脑干解剖、感觉通路、运动通路和颅神经。每个模块都有一个15到20分钟的动画视频,以及模块前和模块后的测验。每个模块包括5-10个选择题和标记练习,针对不同临床场景的结构、功能和临床相关关系。36名学生通过完成一个或多个模块参与了这项研究。在最后一个模块结束时进行了一项调查,以评估学生对模块的有效性,效用和总体满意度的看法。定量数据分析采用配对样本t检验比较测验前后的表现和独立t检验比较参与者和非参与者之间的每周测验成绩。结果:统计分析显示,所有模块的后模块测验成绩均有显著提高(p < 0.001),表明短期学习收益。参与者和非参与者在官方每周神经解剖学测验分数上没有观察到显著差异(p > 0.05),可能归因于学生已经很强的基线表现和获得多种学习资源。调查结果反映出很高的满意度,学生们称赞这些模块的清晰性、互动性和灵活性。结论:这些发现支持神经解剖学模块作为一种辅助数字工具的有效性,可以增强理解和解决神经恐惧症。然而,局限性,包括小样本量,缺乏长期保留评估,以及依赖基于测验的评估,值得谨慎,并建议需要更严格的未来研究。
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引用次数: 0
The Revolution in Midwifery Education: How AI and Deep Learning are Transforming Outcome-Based Assessments? 助产教育革命:人工智能和深度学习如何改变基于结果的评估?
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-30 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S543098
Lindya Okti Herbawani, Ari Indra Susanti, Qorinah Estiningtyas Sakilah Adnani

Background: Currently, midwifery education is confronted with a variety of obstacles, such as inadequate resources and conventional learning methods that are less effective in enhancing the clinical skills of students. Technological advancements and the rapid evolution of maternal and neonatal health services necessitate the transformation of midwifery education to a competency-based curriculum and outcome-based assessment paradigm. Artificial intelligence (AI) and deep learning have the potential to provide adaptive, personalized, and precise learning in this context. Nevertheless, its implementation continues to encounter a variety of challenges.

Purpose: This study reviews the role of AI and deep learning algorithms in enhancing outcome-based assessments in midwifery education, focusing on improvements in objectivity, personalized learning, and students' clinical readiness.

Patients and methods: This study employed a systematic literature review from Science Direct, Semantic Scholar, Springer Nature, and Taylor and Francis databases. Rayyan's software was employed to select 15 articles from the 771 articles that were discovered, in accordance with the inclusion and exclusion criteria. To guarantee objectivity and quality, two researchers conducted an independent evaluation.

Results: Our review indicates that algorithms including Convolutional Neural Networks (CNN), Long Short-Term Memory (LSTM), Random Forest, and Support Vector Machine (SVM) are proficient in facilitating objective evaluations, delivering tailored feedback, and enhancing clinical learning simulations. Artificial intelligence has demonstrated the capacity to enhance students' communication, critical thinking, and clinical decision-making abilities. The primary challenges encompass infrastructure preparedness, digital literacy, and ethical concerns pertaining to data protection and algorithmic prejudice.

Conclusion: Artificial intelligence and deep learning possess significant promise to revolutionize achievement-based assessments in midwifery education through accurate, adaptable, and scalable evaluations. The successful implementation relies on the management of technological, pedagogical, and ethical restrictions, along with thorough integration into the curriculum to equip graduates for global maternal and neonatal health concerns.

背景:目前,助产学教育面临着各种障碍,如资源不足,传统的学习方法在提高学生临床技能方面效果不佳。技术进步和孕产妇和新生儿保健服务的迅速发展要求将助产教育转变为以能力为基础的课程和以结果为基础的评估模式。在这种情况下,人工智能(AI)和深度学习有可能提供自适应、个性化和精确的学习。然而,它的执行继续遇到各种各样的挑战。目的:本研究回顾了人工智能和深度学习算法在增强助产教育中基于结果的评估中的作用,重点关注客观性、个性化学习和学生临床准备的改进。患者和方法:本研究采用了来自Science Direct、Semantic Scholar、施普林格Nature和Taylor and Francis数据库的系统文献综述。根据纳入和排除标准,使用Rayyan的软件从发现的771篇文章中选择了15篇。为了保证客观性和质量,两位研究者进行了独立的评估。结果:我们的综述表明,包括卷积神经网络(CNN)、长短期记忆(LSTM)、随机森林和支持向量机(SVM)在内的算法在促进客观评估、提供量身定制的反馈和增强临床学习模拟方面非常精通。人工智能已经证明了增强学生沟通、批判性思维和临床决策能力的能力。主要挑战包括基础设施准备、数字素养以及与数据保护和算法偏见有关的道德问题。结论:人工智能和深度学习通过准确、适应性强、可扩展的评估,有望彻底改变助产教育中基于成绩的评估。成功的实施取决于对技术、教学和道德限制的管理,以及彻底融入课程,使毕业生具备全球孕产妇和新生儿健康问题的能力。
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引用次数: 0
Application of Clinical Pathway and Case-Based Learning in Residency Training of Pediatric Cardiology. 临床路径与案例学习在儿科心脏病住院医师培训中的应用。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-28 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S539059
Junjun Shen, Qin-Chang Chen, Jun-Jie Li

Background: Residency training provides systematic, competency-based education for medical graduates. Although specialised knowledge and clinical skills are crucial in pediatric cardiology, training in China is often limited to 2-3 months with lecture-heavy approaches. We explored integrating clinical pathway(CP) and case-based learning (CBL) models to enhance training efficiency.

Methods: The study involved 47 second-year pediatric trainees in Guangdong Provincial People's Hospital (2021-2024), randomly divided into a traditional teaching (TT) group and a CP-CBL group. Both groups underwent a 3-month training period, with no significant baseline differences (age: 21.6 ± 1.2 vs 22.1 ± 0.8 years; eight male trainees/group). The TT group received conventional lectures and ward-based learning. In the CP-CBL group, standardized instruction for common diseases was delivered through CP, whereas atypical/complex cases were taught with CBL. Both groups covered identical syllabus and duration. Outcomes were assessed through a theoretical test, case analysis, and an anonymous trainee questionnaire with a 5-point Likert scale. Group means were compared using Welch's t-tests (α = 0.05) in R software (significance level: p < 0.05).

Results: Among 47 pediatric trainees, 24 (51.1%) were assigned to the CP-CBL group. No significant differences in age, experience, or prior CP-CBL exposure were observed between groups. All trainees completed the rotation exam. The CP-CBL group outperformed the TT group in comprehensive assessments (case analysis + theory exams), with 37.5% vs 4.3% of trainees scoring >90 points respectively. Trainees in the CP-CBL group reported higher satisfaction with learning interest (p < 0.01) and perceived skill improvement (p < 0.01), but no significant differences in course organisation (p = 0.49) or instructor performance (p = 0.79).

Conclusion: In pediatric cardiology training, CP-CBL outperformed TT in both knowledge acquisition and learner engagement.

背景:住院医师培训为医学毕业生提供系统的、以能力为基础的教育。虽然儿科心脏病学的专业知识和临床技能至关重要,但在中国,培训往往限于2-3个月,以讲座为主。我们探索整合临床路径(CP)和基于案例的学习(CBL)模式来提高培训效率。方法:选取广东省人民医院2021-2024年儿科二年级实习生47名,随机分为传统教学(TT)组和CP-CBL组。两组均进行了为期3个月的训练,基线差异无统计学意义(年龄:21.6±1.2岁vs 22.1±0.8岁;8名男性受训人员/组)。TT组接受常规讲座和ward-based学习。在CP-CBL组,常见疾病的标准化教学通过CP进行,而非典型/复杂病例则采用CBL进行教学。两组的教学大纲和学习时间相同。结果评估通过理论测试,案例分析,并与5点李克特量表匿名学员问卷。组均值比较采用R软件中的Welch’st检验(α = 0.05)(显著性水平:p < 0.05)。结果:47名儿科学员中,24名(51.1%)被分配到CP-CBL组。在年龄、经验或既往CP-CBL暴露方面,组间无显著差异。所有学员都完成了轮岗考试。CP-CBL组在综合评估(案例分析+理论考试)方面的表现优于TT组,分别有37.5%和4.3%的学员得到bb90分。CP-CBL组学员在学习兴趣(p < 0.01)和感知技能进步(p < 0.01)方面的满意度较高,但在课程组织(p = 0.49)和教师绩效(p = 0.79)方面无显著差异。结论:在小儿心脏病学培训中,CP-CBL在知识获取和学习者参与方面优于TT。
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引用次数: 0
Knowledge, Attitude, and Practice of Medical Students Toward Prehospital Emergency Care: A Cross-Sectional Study. 医学生院前急救的知识、态度与实践:一项横断面研究。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-08-27 eCollection Date: 2025-01-01 DOI: 10.2147/AMEP.S540797
Xinran Liu, Bing Wang, Jingjing Xing, Hailong Zhang, Sheng Ye

Background: Emergency education is a critical component of medical training, enabling students to effectively respond to urgent and life-threatening situations. This study aimed to evaluate the knowledge, attitudes, and practices (KAP) of medical students regarding prehospital emergency care, and to explore the factors influencing these dimensions.

Methods: A cross-sectional survey was conducted between September 1 and October 10, 2024, at Wannan Medical College in Anhui province, southeastern China. Participants were selected using a stratified cluster sampling method. Data were analyzed using independent samples t-tests, one-way ANOVA, and Pearson correlation analysis. Structural equation modeling (SEM) was employed to examine the interrelationships among emergency knowledge, attitudes, and practices.

Results: A total of 452 medical students completed the survey, with 439 valid responses included in the final analysis. Among the participants, 213 were male (48.50%) and 226 were female (51.50%). The mean scores for emergency knowledge, attitudes, and practices were 23.17 ±4.43, 18.20 ±3.76, and 13.68 ±2.71, respectively. The SEM analysis revealed that knowledge had a significant positive effect on attitude (β=0.831, P<0.001) and on practice (β=0.477, P <0.001). Attitude also significantly influenced practice (β=0.448, P<0.001).

Conclusion: This study underscores the pivotal mediating role of attitudes in linking emergency knowledge to practice among medical students. Enhancing emergency knowledge through targeted educational interventions, alongside fostering positive attitudes, may effectively improve students' engagement and performance in real-life emergency care situations.

背景:应急教育是医学培训的重要组成部分,使学生能够有效地应对紧急和危及生命的情况。本研究旨在评估医学生院前急救的知识、态度与行为,并探讨影响这些维度的因素。方法:于2024年9月1日至10月10日在中国东南部安徽省皖南医学院进行横断面调查。参与者采用分层整群抽样方法进行选择。数据分析采用独立样本t检验、单因素方差分析和Pearson相关分析。本研究采用结构方程模型(SEM)研究急救知识、急救态度和急救实践之间的相互关系。结果:共有452名医学生完成问卷调查,其中439名有效回复被纳入最终分析。其中男性213人(48.50%),女性226人(51.50%)。急救知识、急救态度、急救行为的平均得分分别为23.17 ±4.43、18.20 ±3.76、13.68 ±2.71。SEM分析发现,知识对态度有显著的正向影响(β=0.831, PP )。结论:态度在医学生急救知识与实践的联系中起着关键的中介作用。通过有针对性的教育干预加强应急知识,同时培养积极的态度,可以有效地提高学生在现实生活中的应急护理情况中的参与度和表现。
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引用次数: 0
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Advances in Medical Education and Practice
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