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Medical Students' Perceptions and Attitude Toward the Use of Artificial Intelligence in Healthcare. 医学生对医疗保健中使用人工智能的认知和态度
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-23 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S541284
Amna Albusmait, Aseel AlSaleh, Jamil Ahmed

Purpose: Artificial intelligence (AI) is rapidly transforming healthcare, with potential advancements in diagnostics, image analysis, and drug discovery. This study aimed to investigate how medical students in the Kingdom of Bahrain perceive AI and their understanding of its application.

Methods: This study used a cross-sectional electronic survey design. A total of 350 responses were collected from students at Arabian Gulf University and the Royal College of Surgeons in Ireland in Bahrain. The survey was adopted from a previously validated instrument, assessed attitudes, knowledge, and confidence regarding AI using 5-point Likert scales and dichotomous questions. Statistical analysis was performed using SPSS, with a significance level of p<0.05.

Results: We found that 86% of students believe AI will play a crucial role in future healthcare. While 37.7% were less inclined towards radiology due to AI, 46.9% believed that some specialties would be replaced. About 60.9% understood basic AI principles. About 82% agreed AI learning would benefit their careers. Only 24.6% had received AI teaching, which they found useful. Students with AI training demonstrated a stronger belief in AI's role (p=0.008) and the necessity of AI education (p=0.010) but were less likely to consider radiology (p=0.004). They also reported higher confidence in using AI tools (p=0.004).

Conclusion: Medical students in Bahrain had positive views on AI's future in healthcare and recognize the importance of AI education. Students with AI training showed greater confidence in utilizing and understanding AI tools. These findings identify the critical need to integrate AI education into medical curricula to prepare future physicians for the evolving AI-driven medical landscape.

目的:人工智能(AI)正在迅速改变医疗保健,在诊断、图像分析和药物发现方面具有潜在的进步。这项研究旨在调查巴林王国的医学生如何看待人工智能及其应用的理解。方法:本研究采用横断面电子调查设计。来自阿拉伯海湾大学和巴林爱尔兰皇家外科医学院的学生共收集了350份回复。该调查采用了先前经过验证的工具,使用5点李克特量表和二分法问题评估了对人工智能的态度、知识和信心。使用SPSS进行统计分析,结果显著性水平为:我们发现86%的学生认为人工智能将在未来的医疗保健中发挥关键作用。37.7%的人由于人工智能而不太倾向于放射科,46.9%的人认为一些专业将被取代。约60.9%的人了解基本的人工智能原理。约82%的人认为人工智能学习将有利于他们的职业生涯。只有24.6%的学生接受过他们认为有用的人工智能教学。接受人工智能培训的学生对人工智能的作用(p=0.008)和人工智能教育的必要性(p=0.010)表现出更强的信念,但不太可能考虑放射学(p=0.004)。他们还报告了使用人工智能工具的更高信心(p=0.004)。结论:巴林医科学生对人工智能在医疗保健领域的未来持积极看法,并认识到人工智能教育的重要性。接受过人工智能训练的学生在使用和理解人工智能工具方面表现出更大的信心。这些发现表明,迫切需要将人工智能教育纳入医学课程,为未来的医生为不断发展的人工智能驱动的医疗环境做好准备。
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引用次数: 0
Factors Shaping Learning Enthusiasm of the Medical Students: A Comparative Study of Eight-Year and Five-Year Programs. 医学生学习热情的影响因素:八年制与五年制的比较研究
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S562230
Jin Kang, Bin Duan, Zhao Wang, Wenjie Len, Lele Peng, Chao Tu, Zhaolan Hu

Background: Understanding the drivers of medical students' learning enthusiasm is crucial amid concerns about the physician workforce. This study compares China's five-year and eight-year medical programs, focusing on curriculum design and the effectiveness of assignments.

Objective: To compare learning enthusiasm between the two programs and analyze how assignment design and curriculum influence active learning and critical thinking.

Methods: A cross-sectional study surveyed 504 medical students (98 eight-year, 406 five-year) using the Self-Assessment Scale for Active Learning and Critical Thinking (SSACT).

Results: Significant differences emerged between five-year and eight-year students in geographical origin (χ2 = 22.11, P < 0.001, Cramer's V = 0.209) and program preference (χ2 = 67.26, P < 0.001, Cramer's V = 0.366). Eight-year students were more often from provincial capitals (39.80% vs 17.98%) and had chosen their program as a first preference (88.78% vs 68.23%), with stronger clinical career commitment (57.14% vs 36.45%). Lecture engagement was higher in the eight-year cohort. The assignment evaluation showed that both groups invested more than 5 hours per week. Review writing showed differences between the two groups (χ2 = 22.49, P < 0.001, Cramer's V = 0.212), but eight-year students found it more meaningful (49.49% vs 28.07%). Using the reliable SSACT (Cronbach's α = 0.892), eight-year students scored higher in active learning (managing study, P = 0.037; summarizing discussions, P = 0.025) and critical thinking (formulating questions, P = 0.034; generating solutions, P = 0.014; connecting knowledge, P = 0.018; developing hypotheses, P = 0.004).

Conclusion: Assignment overload and limited self-study time in the current model may undermine critical thinking and active learning. Reforms should balance task quality with volume to better support educational goals.

背景:了解医学生学习热情的驱动因素是至关重要的,在关注医生的劳动力。本研究比较了中国的五年制和八年制医学专业,重点关注课程设计和作业的有效性。目的:比较两个项目的学习热情,分析作业设计和课程设置对主动学习和批判性思维的影响。方法:采用主动学习与批判性思维自评量表(SSACT)对504名医学生(8年级98名,5年级406名)进行横断面调查。结果:五年级和八年级学生在地理来源(χ2 = 22.11, P < 0.001, Cramer's V = 0.209)和专业偏好(χ2 = 67.26, P < 0.001, Cramer's V = 0.366)方面存在显著差异。八年级学生大多来自省会城市(39.80%比17.98%),并将自己的专业作为第一选择(88.78%比68.23%),具有更强的临床职业承诺(57.14%比36.45%)。八年级学生的课堂参与度更高。作业评估显示,两组每周投入的时间都超过5小时。复习写作在两组之间存在差异(χ2 = 22.49, P < 0.001, Cramer's V = 0.212),但八年级学生认为其更有意义(49.49% vs 28.07%)。使用可靠的SSACT (Cronbach's α = 0.892),八年级学生在主动学习(管理学习,P = 0.037;总结讨论,P = 0.025)和批判性思维(提出问题,P = 0.034;产生解决方案,P = 0.014;连接知识,P = 0.018;提出假设,P = 0.004)方面得分更高。结论:在当前模式下,作业超载和有限的自学时间可能会破坏批判性思维和主动学习。改革应平衡任务的质量和数量,以更好地支持教育目标。
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引用次数: 0
Perceptions from a Single Virtual Near-Peer Mock SBA Examination: A Retrospective Pre-Post Study Among Undergraduate Medical Students. 来自单一虚拟近同伴模拟SBA考试的感知:医科本科生的回顾性前后研究。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S558158
Nishaanth Dalavaye, Ravanth Baskaran, Vincent Wing Sum Ng, Rohan Vyas, Becky Leveridge, Megan Hodgson, Srinjay Mukhopadhyay, Movin Peramuna Gamage, Bhaskar Kumar Somani, Athanasios Hassoulas

Background: Formative mock examinations are increasingly used to help medical students transition from theoretical learning to clinical application. Delivering such assessments through virtual near-peer formats may enhance accessibility and engagement, yet evidence remains limited regarding student perceptions and confidence outcomes.

Methods: A single live virtual near-peer mock single-best-answer (SBA) examination was conducted in March 2023 using an interactive polling platform. Senior medical students developed 30 SBA questions aligned with the UK Medical Licensing Assessment content map. Participants completed a post-session questionnaire containing retrospective pre- and post-ratings of confidence and anxiety, and items assessing perceived preparedness, question difficulty, time allocation, and platform usability. Data were analysed using the Wilcoxon signed-rank test and Pearson's chi-squared test.

Results: A total of 198 students participated, with 82.8% from Cardiff University. Median self-reported confidence for sitting final examinations increased from 5 (IQR 4-6) to 6 (IQR 4-7) (p < 0.001), while anxiety remained unchanged at 8 (IQR 6-9) (p = 0.054). Participants rated the mock as moderately beneficial for exam preparation (median 5 [IQR 4-6]) and judged the 90-second question limit appropriate (median 8 [IQR 7-10]). Most respondents (65.7%) preferred the live-polling platform for future mock assessments.

Conclusion: A single virtual near-peer mock SBA examination was feasible and well received, and was associated with a small but measurable gain in students' self-reported confidence without a change in anxiety. These findings highlight the value of virtual near-peer formats as accessible formative tools within undergraduate medical education. However, the generalisability of results should be interpreted cautiously given the retrospective pre-post design and sampling concentration.

背景:形成性模拟考试越来越多地用于帮助医学生从理论学习过渡到临床应用。通过虚拟的近同伴形式提供这种评估可能会提高可访问性和参与度,但关于学生的认知和信心结果的证据仍然有限。方法:于2023年3月使用交互式投票平台进行单次实时虚拟近端模拟单最佳答案(SBA)考试。高年级医学生根据英国医疗执照评估内容图开发了30个SBA问题。参与者完成了一份会后问卷,其中包括对自信和焦虑的回顾性前后评分,以及评估感知准备程度、问题难度、时间分配和平台可用性的项目。数据分析采用Wilcoxon符号秩检验和Pearson卡方检验。结果:共有198名学生参与,其中82.8%来自卡迪夫大学。参加期末考试的自我报告信心中位数从5 (IQR 4-6)增加到6 (IQR 4-7) (p < 0.001),而焦虑保持不变,为8 (IQR 6-9) (p = 0.054)。参与者认为模拟对考试准备中等有益(中位数为5 [IQR 4-6]),并认为90秒的问题限制是合适的(中位数为8 [IQR 7-10])。大多数受访者(65.7%)倾向于使用现场投票平台进行未来的模拟评估。结论:单一的虚拟近同伴模拟SBA考试是可行的,并且受到好评,并且与学生自我报告的信心有一个小但可测量的增益相关,而焦虑没有变化。这些发现突出了虚拟近同伴格式作为本科医学教育中可访问的形成工具的价值。然而,考虑到回顾性的前后设计和采样浓度,结果的普遍性应谨慎解释。
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引用次数: 0
Barriers, Attitudes, and Solutions for Brain Health Research Training in LMICs: A Trainee Cross-Sectional Study in Uganda. 中低收入国家脑健康研究培训的障碍、态度和解决方案:乌干达受训人员横断面研究。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-20 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S521106
Mark Kaddumukasa, Josephine Nambi Najjuma, Scovia Nalugo Mbalinda, Martin Kaddumukasa, Doreen Birungi, Carla M Conroy, Christopher J Burant, Shirley Moore, Elly T Katabira, Martha Sajatovic

Background: Neurological disorders remain a challenge in sub-Saharan Africa, with limited expertise and credible research data to guide interventions and disease prevention. Training the next generation of clinical researchers requires a focused and concerted effort to stem the growing neurological disease burden. The US National Institute of Health (NIH) research training funded through the Fogarty International Center (FIC) Global Brain Disorders Research program gave trainees an opportunity to participate in mentored neurology research and training for 1-2.5 years. We conducted a descriptive cross-sectional study among mentees of 2 FIC research programs to assess the training experience and inform program refinement.

Methods: The data were collected via an online questionnaire created using Google Forms. All participants who had participated in the prior brain health research training programs received an online survey form. The form included a brief instruction with review guidance on the methodology to be used in training, and its objectives were provided. We used a descriptive analytical approach where we assessed the perceived interest in medical research, barriers to mentorship, satisfaction with the current mentorship and barriers to the current training program.

Results: About half of the trainees are male, and the majority, 62/72, reported that they had participated in research studies before enrolling for their training and few (11.1%) had a research experience of more than 3 years. Overall, 97.2% (70/72) reported that they were interested in conducting medical/neurology research as part of their career as a clinician, with 80.5% indicating that they were very interested. There were no significant differences across the several areas of interest regarding the level of satisfaction based on age groups and gender.

Conclusion: Barriers still exist for brain health research training in sub-Saharan Africa (SSA) and efforts to improve more protected time for research, mentorship growth and tailored research training courses are still needed to increase support for young research scientists in SSA.

背景:神经系统疾病仍然是撒哈拉以南非洲的一个挑战,指导干预和疾病预防的专业知识和可信研究数据有限。培训下一代临床研究人员需要集中和协调一致的努力,以遏制日益增长的神经系统疾病负担。由福格蒂国际中心(FIC)全球脑疾病研究项目资助的美国国立卫生研究院(NIH)研究培训为受训者提供了参加指导神经学研究和培训1-2.5年的机会。我们对两个FIC研究项目的学员进行了描述性横断面研究,以评估培训经验并为项目改进提供信息。方法:采用谷歌表格制作在线问卷,收集数据。所有之前参加过大脑健康研究培训项目的参与者都收到了一份在线调查表格。该表格包括一份简短的说明和关于培训中使用的方法的审查指导,并提供了其目标。我们使用了描述性分析方法来评估对医学研究的感知兴趣、指导障碍、对当前指导的满意度和当前培训计划的障碍。结果:大约一半的学员为男性,大多数(62/72)的学员在入职培训前曾参加过研究学习,只有少数(11.1%)的学员有3年以上的研究经历。总体而言,97.2%(70/72)的受访者表示,他们有兴趣将医学/神经学研究作为临床医生职业生涯的一部分,其中80.5%表示非常感兴趣。在几个感兴趣的领域中,基于年龄组和性别的满意度没有显著差异。结论:撒哈拉以南非洲(SSA)的脑健康研究培训仍然存在障碍,仍然需要努力改善更多的研究保护时间,指导成长和量身定制的研究培训课程,以增加对SSA年轻研究科学家的支持。
{"title":"Barriers, Attitudes, and Solutions for Brain Health Research Training in LMICs: A Trainee Cross-Sectional Study in Uganda.","authors":"Mark Kaddumukasa, Josephine Nambi Najjuma, Scovia Nalugo Mbalinda, Martin Kaddumukasa, Doreen Birungi, Carla M Conroy, Christopher J Burant, Shirley Moore, Elly T Katabira, Martha Sajatovic","doi":"10.2147/AMEP.S521106","DOIUrl":"https://doi.org/10.2147/AMEP.S521106","url":null,"abstract":"<p><strong>Background: </strong>Neurological disorders remain a challenge in sub-Saharan Africa, with limited expertise and credible research data to guide interventions and disease prevention. Training the next generation of clinical researchers requires a focused and concerted effort to stem the growing neurological disease burden. The US National Institute of Health (NIH) research training funded through the Fogarty International Center (FIC) Global Brain Disorders Research program gave trainees an opportunity to participate in mentored neurology research and training for 1-2.5 years. We conducted a descriptive cross-sectional study among mentees of 2 FIC research programs to assess the training experience and inform program refinement.</p><p><strong>Methods: </strong>The data were collected via an online questionnaire created using Google Forms. All participants who had participated in the prior brain health research training programs received an online survey form. The form included a brief instruction with review guidance on the methodology to be used in training, and its objectives were provided. We used a descriptive analytical approach where we assessed the perceived interest in medical research, barriers to mentorship, satisfaction with the current mentorship and barriers to the current training program.</p><p><strong>Results: </strong>About half of the trainees are male, and the majority, 62/72, reported that they had participated in research studies before enrolling for their training and few (11.1%) had a research experience of more than 3 years. Overall, 97.2% (70/72) reported that they were interested in conducting medical/neurology research as part of their career as a clinician, with 80.5% indicating that they were very interested. There were no significant differences across the several areas of interest regarding the level of satisfaction based on age groups and gender.</p><p><strong>Conclusion: </strong>Barriers still exist for brain health research training in sub-Saharan Africa (SSA) and efforts to improve more protected time for research, mentorship growth and tailored research training courses are still needed to increase support for young research scientists in SSA.</p>","PeriodicalId":47404,"journal":{"name":"Advances in Medical Education and Practice","volume":"17 ","pages":"521106"},"PeriodicalIF":1.7,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13003643/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147500308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Medical Student-Driven Multimodal Surgical Training to Enhance Preclinical Surgical Skill Acquisition, Surgical Clerkship Readiness, and Career Exploration. 医学生驱动的多模式外科训练,以加强临床前外科技能的获得,外科见习准备和职业探索。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-14 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S557563
Benjamin Palatnik, Sean Huu-Tien Nguyen, John Martone, Claire Attarian, John Kosmach, Robert D Acton, James Harmon

Purpose: Following the recent change to pass-fail scoring in the United States Medical Licensing Examination Step 1 exam, medical students pursuing careers in surgery must focus on alternative areas to distinguish themselves. In particular, preparation and success in surgical clerkships have both become critical. However, the optimal pre-clinical preparation to enhance medical students' surgical skills prior to active clinical involvement currently remains unclear. We tested the hypothesis that a student-driven, mixed-modality surgical skills program would increase surgical skills, promoting readiness for clerkships and interest in surgery.

Patients and methods: This study assessed the efficacy of a student-led interest group which organized weekly in-person morning longitudinal skills sessions and in-person quarterly long-form evening skills workshops for pre-clinical students in their first and second years of schooling. Fifty-five participants were prospectively recruited and engaged in these skills events over an 18-month period. Students were surveyed anonymously using Likert scale qualitative instruments to assess the effectiveness of skills training, interest in surgery, and clerkship readiness.

Results: Confidence in hand skills increased significantly (suturing: p = 0.0046; knot-tying: p < 0.001) after engaging in the interest group, with responders reporting that skills acquisition motivated attendance. All students reported improved clerkship readiness and either "slightly" or "greatly" increased interest in Surgery. Furthermore, 90.4% of participants considered the sessions "very important".

Conclusion: This student-led, mixed-modality curriculum improved skill confidence, anticipated clerkship readiness, and career interest in surgery. The model may guide other student groups preparing trainees for surgical careers.

目的:随着最近美国医师执照考试第一步考试的及格-不及格评分制度的改变,追求外科职业的医学生必须关注其他领域以脱颖而出。特别是,外科办事员的准备和成功都变得至关重要。然而,在积极的临床参与之前,提高医学生外科技能的最佳临床前准备目前尚不清楚。我们测试了一个假设,即学生驱动的、混合模式的外科技能课程将提高外科技能,促进对见习人员的准备和对外科的兴趣。患者和方法:本研究评估了一个以学生为主导的兴趣小组的有效性,该小组为一、二年级的临床预科学生组织了每周一次面对面的纵向技能研讨会和每季度面对面的长篇晚间技能研讨会。在18个月的时间里,55名参与者被招募并参与了这些技能活动。学生被匿名调查使用李克特量表定性工具来评估技能培训的有效性,对手术的兴趣,和职员准备。结果:参与兴趣小组后,对手部技能的信心显著增加(缝合:p = 0.0046;打结:p < 0.001),应答者报告技能习得促进了出勤率。所有学生都报告说,实习准备有所改善,对外科的兴趣“略有”或“大大”增加。此外,90.4%的参加者认为会议“非常重要”。结论:这种以学生为主导的混合模式课程提高了技能信心,预期的见习准备,以及对外科的职业兴趣。该模型可以指导其他学生团体为外科职业做好准备。
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引用次数: 0
Contextual Vertical Integration Optimizes the Cognitive Load Profile of Undergraduate Clinical Obstetrics and Gynecology Learners: Evidence from the CONVINCED-OG Cluster-Randomized Crossover Trial. 上下文垂直整合优化本科临床妇产科学习者的认知负荷概况:来自信服- og集群随机交叉试验的证据。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-12 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S557502
Mohammed Ismail-Khan, Dominic A Blake, Mona M I Abdalla, Porfyrios Korompelis

Background: The disjunction between basic sciences and clinical teaching impairs knowledge retention and application. Contextual vertical integration (CVI) embeds basic-science explanations within clinical instruction and may optimize cognitive load by lowering intrinsic cognitive load (ICL) and extraneous cognitive load (ECL), which impede learning and enhance germane cognitive load (GCL) that facilitates learning. The Contextual Vertical Integration in Clinical Education in Obstetrics and Gynecology (CONVINCED-OG) trial evaluates the role of CVI in optimizing the cognitive load.

Methods: This cluster-randomized crossover study involved three year-3 undergraduate medical student cohorts from Newcastle University at two teaching units. Each cohort was taught eight topics (four obstetrics, four gynecology). A computer-generated Latin-square schedule assigned two cohorts to CVI and one to standard teaching for each topic, then rotated the pattern, so every cohort received four CVI and four standard sessions. The same teacher delivered all sessions with identical materials at both sites, with students remaining unaware of their randomization status. Perceived cognitive loads (ICL, ECL and GCL) were self-reported using the validated Klepsch's Cognitive Load Questionnaire. Topic-level differences (integrated vs standard) were analyzed with independent t-tests and pooled within-student differences were assessed with paired t-tests.

Results: Across all eight topics, CVI reduced ICL and ECL, alongside significantly increasing GCL (except one topic where ICL differences were insignificant). Pooled within-subject analyses corroborated these findings, demonstrating consistent cognitive load optimisation with CVI.

Conclusion: By demonstrating the role of CVI in optimizing cognitive load across diverse topics within undergraduate clinical obstetrics and gynecology education, CONVINCED-OG trial supports the adoption of CVI in clinical teaching.

背景:基础科学与临床教学的脱节影响了知识的保留和应用。情境垂直整合(CVI)将基础科学解释嵌入到临床教学中,可以通过降低阻碍学习的内在认知负荷(ICL)和外在认知负荷(ECL)来优化认知负荷,增强促进学习的相关认知负荷(GCL)。上下文垂直整合在妇产科临床教育(深信og)试验评估CVI在优化认知负荷中的作用。方法:本整群随机交叉研究涉及纽卡斯尔大学两个教学单位的三名三年级医科本科生。每个队列教授8个主题(4个产科,4个妇科)。计算机生成的拉丁方格时间表将两个队列分配给CVI,一个队列分配给每个主题的标准教学,然后轮换模式,因此每个队列接受四个CVI和四个标准课程。同一位老师在两个地点用相同的材料讲授所有课程,学生们不知道他们的随机状态。知觉认知负荷(ICL、ECL和GCL)采用经验证的Klepsch认知负荷问卷自报。主题水平差异(综合与标准)采用独立t检验分析,学生内部合并差异采用配对t检验评估。结果:在所有8个主题中,CVI降低了ICL和ECL,同时显著增加了GCL(除了一个主题,ICL差异不显著)。综合受试者分析证实了这些发现,证明了认知负荷优化与CVI一致。结论:通过论证CVI在优化本科临床妇产科教育中不同主题认知负荷中的作用,我行- og试验支持CVI在临床教学中的应用。
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引用次数: 0
Gender-Inclusive Pedagogy: Designing Effective Instructional Strategies for Male Nursing Students in Obstetric and Gynecological Nursing Education. 性别包容教学法:设计有效的男护生妇产科护理教育教学策略。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S541147
Zhunzhun Liu, Lihui Liu, Can Wang, Xiaohui Zhong, Xiaoyi Zhou, Zhonglei Shao, Yun Ye, Xiang Hu

Background: Male nursing students face distinctive challenges in obstetrics and gynecology (OB-GYN) nursing education, influenced by social perceptions and the specialty's gender dynamics.

Objective: This study aimed to develop effective instructional strategies addressing male students' learning challenges in OB-GYN.

Methods: Using a mixed-method design (qualitative interviews, focus groups, expert workshops, Delphi survey), the prototype of instructional strategies was created based on design thinking and the Medical Research Council (MRC) framework. A non-randomized trial (n = 56) tested the 10-week intervention in a 2025 OB-GYN undergraduates' course at Wuxi Taihu University, assessing academic performance, knowledge application/transfer (teacher-rated), and competency (self-reported).

Results: The experimental group demonstrated significantly better knowledge application/transfer skills (t = 2.206, P = 0.034) and higher overall competency levels (t = 2.207-4.359, P < 0.05) compared to controls. Regression analysis confirmed the instructional strategies (β = 0.298, P < 0.001), academic performance (β = -1.062, P = 0.001), and knowledge application skills (β = 1.674, P < 0.001) as significant predictors of self-reported competency, explaining 68.5% of variance.

Conclusion: The evidence-based instructional strategies effectively enhance practical skills and professional competencies in OB-GYN nursing education. While promising, further multi-center trials with larger samples are recommended to validate these findings and assess long-term impacts on professional development.

背景:受社会观念和专业性别动态的影响,男护生在妇产科护理教育中面临着独特的挑战。目的:本研究旨在制定有效的教学策略,解决男学生在妇产科的学习挑战。方法:采用定性访谈、焦点小组、专家研讨会、德尔菲调查等混合方法设计,以设计思维和医学研究委员会(MRC)框架为基础,构建教学策略原型。一项非随机试验(n = 56)对无锡太湖大学2025年妇产科本科课程进行了为期10周的干预,评估了学习成绩、知识应用/转移(教师评分)和能力(自我报告)。结果:实验组的知识应用/转移能力显著高于对照组(t = 2.206, P = 0.034),整体胜任力水平显著高于对照组(t = 2.207 ~ 4.359, P < 0.05)。回归分析证实教学策略(β = 0.298, P < 0.001)、学习成绩(β = -1.062, P = 0.001)和知识应用技能(β = 1.674, P < 0.001)是自我能力报告的显著预测因子,解释了68.5%的方差。结论:循证教学策略能有效提高妇产科护理教学的实践技能和专业能力。虽然有希望,但建议进一步进行多中心试验,以更大的样本来验证这些发现,并评估对专业发展的长期影响。
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引用次数: 0
Perspectives of Primary Health Facility Leaders on the Contributions of Clinical Residents During Community Placement in Southwestern Uganda. 初级卫生机构领导人对乌干达西南部社区安置期间临床居民的贡献的看法。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S555911
Peter Chris Kawungezi, Moses Ntaro, Eleanor Turyakira, Andrew Christopher Wesuta, Angela Tushabe, Michael Matte, Ronnie Ndizeye, Fred Mwebembezi, Brian Turigye, Joseph Ngonzi, Edgar Mugema Mulogo

Background: The Mbarara University of Science and Technology (MUST)'s First Mile Community Health Program (FMCH) has facilitated community placement of clinical residents at Primary Healthcare (PHC) facilities within the MUST catchment area in southwestern Uganda. While community-based training of medical residents is common in sub-Saharan Africa, little is known about how PHC facility leaders perceive its effect on service delivery in Uganda. This assessment aimed to describe the perspectives of PHC facility leaders on the impact of clinical residents' community placements on PHC services in southwestern Uganda between 2018 and 2023.

Methods: From July 2018 to December 2023, 152 clinical residents from ten specialties were placed at PHC facilities in southwestern Uganda. This was a cross-sectional study based on qualitative data-collection techniques. This study focused on MUST clinical residents and PHC facilities in the MUST catchment in southwestern Uganda. We conducted KIIs with 15 health facility leaders until no new ideas emerged. Data were deductively analyzed using WHO's five strategic directions. Transcripts were transcribed verbatim, repeatedly reviewed, and coded into predefined categories. Interviewers bracketed their own experiences to ensure facility leaders' perspectives were accurately captured.

Results: Of the 15 facility leaders interviewed, most were male and from government HC IVs. Leaders reported that resident placements improved health service delivery through community engagement, enhancing care models through training, mentorship and low-cost innovations, and improving service coordination, including establishing specialized clinics and promoting better use of equipment. Residents also supported advocacy and resource mobilization. However, short placements, inconsistent outreach, staff shortages and lack of specialists limited continuity and sustainability.

Conclusion: Facility leaders reported perceived improvement in strengthening PHC services by the clinical residents. Sustaining these gains will require institutionalized partnerships and evaluation of long-term impact. This could contribute to the advancement of primary healthcare services.

背景:姆巴拉拉科技大学(MUST)的第一英里社区卫生计划(FMCH)促进了在乌干达西南部MUST集水区的初级卫生保健(PHC)设施中临床居民的社区安置。虽然以社区为基础的住院医生培训在撒哈拉以南非洲很常见,但人们对初级保健设施领导人如何看待其对乌干达服务提供的影响知之甚少。该评估旨在描述2018年至2023年乌干达西南部临床居民社区安置对初级保健服务影响的初级保健设施领导者的观点。方法:2018年7月至2023年12月,来自10个专业的152名临床住院医师被安置在乌干达西南部的初级卫生保健机构。这是一项基于定性数据收集技术的横断面研究。本研究的重点是乌干达西南部MUST集水区的MUST临床居民和初级保健设施。我们对15个卫生机构负责人进行了kii,直到没有出现新的想法。使用世卫组织的五个战略方向对数据进行了演绎分析。抄本被逐字抄写,反复审查,并编码到预定义的类别。采访者列举了他们自己的经历,以确保准确地捕捉到设施领导的观点。结果:在接受采访的15名设施负责人中,大多数是男性,来自政府HC iv。领导人报告说,住院医师安置通过社区参与改善了保健服务的提供,通过培训、指导和低成本创新改进了护理模式,并改善了服务协调,包括建立专门诊所和促进更好地使用设备。居民也支持宣传和资源调动。然而,短期安置、不一致的外联、工作人员短缺和缺乏专家限制了连续性和可持续性。结论:机构领导报告了临床居民在加强初级保健服务方面的改善。维持这些成果将需要制度化的伙伴关系和对长期影响的评估。这将有助于提高初级保健服务水平。
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引用次数: 0
The Perspective of Occupational Therapy Students Toward the Use of ChatGPT in Academics in Saudi Arabia: A Qualitative Study. 职业治疗学生对沙特阿拉伯学术界使用ChatGPT的看法:一项定性研究。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-08 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S574471
Areej Meny

Objective: This study aims to explore the experience of using ChatGPT in academics by occupational therapy students in Saudi Arabia.

Methods: A qualitative study design was used to collect data via semi-structured individual interviews with undergraduate occupational therapy students at a Saudi Arabian University. Thematic analysis was used to process data into semantic themes and sub-themes.

Results: The total number of students who participated in the study was eight, comprised of five males and three females. The study revealed ChatGPT's strengths, such as learning enhancement, efficiency, academic support, and generalizability. The weaknesses reported included inaccuracy, ethical problems, and out-of-context responses. Students highlighted academic opportunities like ChatGPT's potential as a learning support, a self-assessment tool, and an assistant for educators. The study findings validate academic research on the educational benefits and risks that ChatGPT presents. The system provides better learning alongside increased efficiency and research assistance, although it faces significant problems with misinformation in addition to users depending too heavily on the system and the ethical risks.

Conclusion: The benefits and limitations of ChatGPT use as experienced by occupational therapy students in their learning and education were explored. Policymakers, academic institutions and educators need to take action toward effective ChatGPT implementation in educational settings. Future integration of artificial intelligence should focus on structured artificial intelligence literacy programs and institutional guidelines to maximize benefits while mitigating risks.

目的:本研究旨在探讨沙特阿拉伯职业治疗专业学生在学术上使用ChatGPT的经验。方法:采用定性研究设计,对沙特阿拉伯一所大学职业治疗专业的本科生进行半结构化的个人访谈,收集数据。主位分析将数据处理为语义主位和子主位。结果:参与研究的学生总数为8人,其中男5人,女3人。该研究揭示了ChatGPT的优势,如学习增强、效率、学术支持和通用性。报告的缺点包括不准确、道德问题和脱离上下文的反应。学生们强调了ChatGPT作为学习支持、自我评估工具和教育工作者助手的潜力等学术机会。研究结果验证了关于ChatGPT所带来的教育益处和风险的学术研究。该系统提供了更好的学习,同时提高了效率和研究援助,尽管它面临着严重的错误信息问题,以及用户过于依赖该系统和伦理风险。结论:探讨了职业治疗学生在学习和教育中使用ChatGPT的好处和局限性。政策制定者、学术机构和教育工作者需要采取行动,在教育环境中有效地实施ChatGPT。未来的人工智能整合应侧重于结构化的人工智能扫盲计划和制度指南,以实现收益最大化,同时降低风险。
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引用次数: 0
"I Don't Want to Read About It; I Want to Do It": Perspectives on Being and Doing Social Accountability in Medical Education. “我不想读它;“我想做”:医学教育中社会责任的存在与实现视角。
IF 1.7 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2026-01-06 eCollection Date: 2026-01-01 DOI: 10.2147/AMEP.S543029
Brianne Wood, Ghislaine Attema, Erin Cameron

Purpose: Medical schools and healthcare institutions are increasingly committing to social accountability, the reorientation and prioritization of addressing local community health needs. Now, as part of this commitment, schools and institutions are called upon to demonstrate evidence of their progress towards social accountability to governments, accreditors, funders, and communities. This study aimed to understand what social accountability means to diverse interest holders, particularly with regard to demonstrating local evidence, to provide contextual insight for the development of an "impact framework" for one Canadian medical school.

Methods: One-on-one semi-structured key informant interviews were conducted with three diverse groups: academic, health services, and community interest holders to understand multiple perspectives on social accountability in health professional education. Respondents were asked how they perceive, actualize, and measure social accountability at different levels (societal, school, individual). Interviews were transcribed and thematically analyzed.

Results: Eighteen interviews were conducted, with eight academic representatives, six health care professionals, and four community leaders. The researchers identified three high-level themes in their analysis: the definition of social accountability, enacting and embodying social accountability, and measuring social accountability. There were distinct differences in terms of defining, executing, and evaluating being socially accountable and doing social accountability.

Conclusion: Respondents emphasized that defining what social accountability means for a specific context is critical to advancing the movement. Acknowledging that there are similarities and differences between being socially accountable and doing social accountability is important for evaluating an individual's or a group's accountability to society in health care, health professional education, and research. While the actual indicators and outcomes used to assess the progress toward social accountability are likely geographically bound; meaningful engagement, shared governance and power structures, and integrated data and analytic capacities are important enablers to move social accountability measurement forward.

目的:医学院和保健机构越来越多地致力于社会问责、重新定位和优先考虑解决当地社区保健需求。现在,作为这一承诺的一部分,要求学校和机构向政府、认证机构、资助者和社区展示其在社会问责方面取得进展的证据。本研究旨在了解社会问责制对不同利益相关者意味着什么,特别是在展示当地证据方面,为一所加拿大医学院制定“影响框架”提供背景见解。方法:对学术界、卫生服务机构和社区利益相关者三个不同群体进行一对一的半结构化关键信息提供者访谈,以了解卫生专业教育中社会责任的多个观点。受访者被问及他们如何在不同层面(社会、学校、个人)感知、实现和衡量社会责任。采访被记录下来并进行主题分析。结果:共进行了18次访谈,包括8名学术代表、6名卫生保健专业人员和4名社区领袖。研究人员在他们的分析中确定了三个高层次的主题:社会责任的定义,制定和体现社会责任,以及衡量社会责任。在定义、执行和评估社会责任和履行社会责任方面存在明显差异。结论:受访者强调,定义社会责任在特定背景下的意义对于推动运动至关重要。承认对社会负责和履行社会责任之间的异同对于评估个人或团体在卫生保健、卫生专业教育和研究方面对社会的责任是很重要的。虽然用于评估社会问责进展的实际指标和结果可能受到地域限制;有意义的参与、共享的治理和权力结构以及综合数据和分析能力是推动社会责任衡量向前发展的重要因素。
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引用次数: 0
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Advances in Medical Education and Practice
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