Medical Teacher最新文献

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Can artificial intelligence read between the lines: Utilizing ChatGPT to evaluate medical students' implicit attitudes towards doctor-patient relationship. 人工智能能读懂言外之意吗?利用ChatGPT评估医学生对医患关系的内隐态度。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-11 DOI: 10.1080/0142159X.2025.2515971
Wenqi Geng, Yinan Jiang, Wei Zhai, Xiaohui Zhao, Qing Zhao, Jianqiang Li, Jinya Cao, Lili Shi
{"title":"Can artificial intelligence read between the lines: Utilizing ChatGPT to evaluate medical students' implicit attitudes towards doctor-patient relationship.","authors":"Wenqi Geng, Yinan Jiang, Wei Zhai, Xiaohui Zhao, Qing Zhao, Jianqiang Li, Jinya Cao, Lili Shi","doi":"10.1080/0142159X.2025.2515971","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2515971","url":null,"abstract":"<p><strong>Purpose: </strong>To explore ChatGPT's utility in evaluating medical students' implicit attitudes toward the doctor-patient relationship (DPR).</p><p><strong>Materials and methods: </strong>This study analyzed interview transcripts from 10 medical students, categorizing implicit DPR attitudes into Care and Share dimensions, each with 5 levels. We first assessed ChatGPT's ability to identify DPR-related textual content, then compared grading results from experts, ChatGPT, and participants' self-evaluations. Finally, experts evaluated ChatGPT's performance acceptability.</p><p><strong>Results: </strong>ChatGPT annotated fewer DPR-related segments than human experts. In grading, pre-course scores from experts and ChatGPT were comparable but lower than self-assessments. Post-course, expert scores were lower than ChatGPT's and further below self-assessments. ChatGPT achieved an accuracy of 0.84-0.85, precision of 0.81-0.85, recall of 0.84-0.85, and F1 score of 0.82-0.84 for attitude classification, with an average acceptability score of 3.9/5.</p><p><strong>Conclusions: </strong>Large language models (LLMs) demonstrated high consistency with human experts in judging implicit attitudes. Future research should optimize LLMs and replicate this framework across diverse contexts with larger samples.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-8"},"PeriodicalIF":3.3,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144266703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Twelve tips to harness the power of AI for curriculum mapping. 利用人工智能绘制课程地图的12个技巧。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-09 DOI: 10.1080/0142159X.2025.2513427
Kathleen Raskob, Hadar Duman, Jordan Kinder, Jung Lee, Joe Wilson, Karen Segerson
{"title":"Twelve tips to harness the power of AI for curriculum mapping.","authors":"Kathleen Raskob, Hadar Duman, Jordan Kinder, Jung Lee, Joe Wilson, Karen Segerson","doi":"10.1080/0142159X.2025.2513427","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2513427","url":null,"abstract":"<p><p>The systematic alignment and analysis of educational content through curriculum mapping serves as a critical yet complex undertaking in developing, executing, and assessing medical education programs. In alignment with Kern's steps for curriculum development, the process of curriculum mapping consists of connecting curricular standards to learning objectives, educational strategies, and evaluation methods. Artificial Intelligence's (AI) Large Language Models are powerful tools for medical educators looking to optimize curriculum mapping. Following Kern's process, our twelve tips demonstrate how medical educators can harness the power of AI to enhance the efficiency and creativity of the curriculum mapping process while highlighting the limitations and boundaries of such tools.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-10"},"PeriodicalIF":3.3,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144258431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
AI-generated podcasts for health education. 健康教育的人工智能播客。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-07 DOI: 10.1080/0142159X.2025.2513421
Zaid H Khoury, Mohamed S Sultan, Tiffany Tavares, Maryam Jessri, Ahmed S Sultan
{"title":"AI-generated podcasts for health education.","authors":"Zaid H Khoury, Mohamed S Sultan, Tiffany Tavares, Maryam Jessri, Ahmed S Sultan","doi":"10.1080/0142159X.2025.2513421","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2513421","url":null,"abstract":"<p><strong>Podcasts for healthcare information: </strong>Podcasts are widely regarded by the public and learners as highly useful and relevant, earning high scores for satisfaction and ease of use. In younger audiences, podcasts have been shown to significantly increase awareness and understanding of complex topics.</p><p><strong>An introduction to artificial intelligence-generated podcasts (aigps): </strong>Targeted and personalized learning through AIGP may aid in facilitating information digestion and retention. In this pilot study, we examined whether AIGP can simplify scientific health-related literature in an engaging manner while maintaining accuracy for the purposes of health education.</p><p><strong>Aigp pilot study: </strong>To test the utility of AIGP in health education, we evaluated the engagement and performance of AIGP in comparison with matched human-generated podcasts. All six podcasts were evaluated using a validated rubric to assess critical literature evaluation skills. Inter-rater agreement showed moderate to good agreement and concordance between the three human evaluators.Both types of podcasts gave comparable definitions of concepts and were considered equally as engaging as per human evaluation.</p><p><strong>Discussion and future directions: </strong>A technology such as AIGP holds promise for modernizing and augmenting academic curricula; however, its effectiveness in improving education outcomes across various healthcare disciplines must be rigorously assessed and evaluated prior to implementation.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1-6"},"PeriodicalIF":3.3,"publicationDate":"2025-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144248682","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Agency: Intention and the eco-systemic dimension. Letter of response to Konopasky et al.'s 2025 conceptualisations of agency (AMEE guide No.177). 代理:意图和生态系统维度。对Konopasky等人的2025年机构概念化的回应函(AMEE指南No.177)。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-04 DOI: 10.1080/0142159X.2025.2513417
Tanisha Jowsey, Richard Matthews
{"title":"Agency: Intention and the eco-systemic dimension. Letter of response to Konopasky et al.'s 2025 conceptualisations of agency (AMEE guide No.177).","authors":"Tanisha Jowsey, Richard Matthews","doi":"10.1080/0142159X.2025.2513417","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2513417","url":null,"abstract":"","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1"},"PeriodicalIF":3.3,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144216343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to: "Aspiration to admission: Widening access to medical education: AMEE Guide No. 181". 对“入学愿望:扩大接受医学教育的机会:AMEE第181号指南”的答复。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-02 DOI: 10.1080/0142159X.2025.2511048
Jemma Scattergood, Lucy Westwood
{"title":"Response to: \"Aspiration to admission: Widening access to medical education: AMEE Guide No. 181\".","authors":"Jemma Scattergood, Lucy Westwood","doi":"10.1080/0142159X.2025.2511048","DOIUrl":"https://doi.org/10.1080/0142159X.2025.2511048","url":null,"abstract":"","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1"},"PeriodicalIF":3.3,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144199608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to: "Reconsidering the Approach to Personal and Professional Development in Medical Education". 对“重新考虑医学教育中个人和专业发展的方法”的答复。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-01 Epub Date: 2024-12-21 DOI: 10.1080/0142159X.2024.2441055
Chris Skinner, Kelly Valentin, Lorna Davin, Tim Leahy, Linda Berlach
{"title":"Response to: \"Reconsidering the Approach to Personal and Professional Development in Medical Education\".","authors":"Chris Skinner, Kelly Valentin, Lorna Davin, Tim Leahy, Linda Berlach","doi":"10.1080/0142159X.2024.2441055","DOIUrl":"10.1080/0142159X.2024.2441055","url":null,"abstract":"","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1055-1056"},"PeriodicalIF":3.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142872498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
'What's in a name?' Writing an effective and engaging article title. “名字有什么关系?”写一个有效和吸引人的文章标题。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-01 Epub Date: 2025-04-23 DOI: 10.1080/0142159X.2025.2488697
Jennifer Cleland
{"title":"'What's in a name?' Writing an effective and engaging article title.","authors":"Jennifer Cleland","doi":"10.1080/0142159X.2025.2488697","DOIUrl":"10.1080/0142159X.2025.2488697","url":null,"abstract":"","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"909-910"},"PeriodicalIF":3.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144008346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Programmatic assessment for learning: A programmatically designed assessment for the purpose of learning: AMEE Guide No. 174. 以学习为目的的计划性评估:以学习为目的的计划性评估:AMEE Guide No.
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-01 Epub Date: 2024-10-05 DOI: 10.1080/0142159X.2024.2409936
Dario Torre, Lambert Schuwirth
{"title":"Programmatic assessment for learning: A programmatically designed assessment for the purpose of learning: AMEE Guide No. 174.","authors":"Dario Torre, Lambert Schuwirth","doi":"10.1080/0142159X.2024.2409936","DOIUrl":"10.1080/0142159X.2024.2409936","url":null,"abstract":"<p><p>Programmatic assessment for learning (PAL) involves programmatically structured collection of assessment data for the purpose of learning. In this guide, we examine and provide recommendations on several aspects: First, we review the evolution that has led to the development of programmatic assessment, providing clarification of some of its terminology. Second, we outline the learning processes that guide the design of PAL, including distributed learning, interleaving, overlearning, and test-enhanced learning. Third, we review the evolving nature of validity and provide insights into validity from a program perspective. Finally, we examine opportunities, challenges, and future directions of assessment in the context of artificial intelligence.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"918-933"},"PeriodicalIF":3.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancing professional identity formation in health professions: A multi-layered framework for educational and reflective practice. 加强卫生专业的职业认同形成:教育和反思实践的多层次框架。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-01 Epub Date: 2024-10-31 DOI: 10.1080/0142159X.2024.2422008
Avita Rath
{"title":"Enhancing professional identity formation in health professions: A multi-layered framework for educational and reflective practice.","authors":"Avita Rath","doi":"10.1080/0142159X.2024.2422008","DOIUrl":"10.1080/0142159X.2024.2422008","url":null,"abstract":"<p><p>Professional identity formation (PIF) is a multi-dimensional and dynamic process central to health professions education. It involves integrating personal values with societal expectations and professional responsibilities. This article introduces a novel multi-layered conceptual framework-drawing on evolutionary economics, systems theory, and information architecture-to address a gap in current competency-based education models. Unlike prior frameworks, this approach provides a dynamic, interdisciplinary, and adaptable pathway for fostering reflective and ethically grounded healthcare professionals. By incorporating these elements, the framework uniquely supports educators in developing healthcare professionals who can navigate the evolving complexities of modern healthcare systems.</p>","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"943-945"},"PeriodicalIF":3.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142558224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reconsidering the approach to personal and professional development in medical education. 重新考虑医学教育中个人和职业发展的方法。
IF 3.3 2区 教育学
Medical Teacher Pub Date : 2025-06-01 Epub Date: 2024-11-26 DOI: 10.1080/0142159X.2024.2434100
Supianto
{"title":"Reconsidering the approach to personal and professional development in medical education.","authors":"Supianto","doi":"10.1080/0142159X.2024.2434100","DOIUrl":"10.1080/0142159X.2024.2434100","url":null,"abstract":"","PeriodicalId":18643,"journal":{"name":"Medical Teacher","volume":" ","pages":"1054-1055"},"PeriodicalIF":3.3,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142730320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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