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Students are more than their scores: educators have the power to change how students perceive success. 学生不仅仅是分数:教育者有能力改变学生对成功的看法。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-03-01 Epub Date: 2024-11-27 DOI: 10.1152/advan.00185.2024
Heidi L Lujan, Stephen E DiCarlo

John Wooden, the legendary University of California, Los Angeles (UCLA) basketball coach, consistently emphasized the distinction between winning and true success. For Wooden, success was not about defeating others or standing out in a competition but about personal growth, self-improvement, and the pursuit of excellence. His philosophy offers a powerful lesson, particularly for educators, as they guide students through their academic journeys. Wooden's message highlights the importance of fostering an environment where success is measured by effort and progress, not merely by grades or test scores. Unfortunately, many educators seem to overlook this, focusing heavily on grades as the primary measure of achievement. By placing such a strong emphasis on grades, teachers inadvertently create a culture where students begin to equate their self-worth with their performance on a test. This not only diminishes the value of personal growth but also fosters anxiety and discouragement among students who may struggle academically. Students may begin to fear being wrong and avoid challenges and opportunities. This limits creativity and the chance to learn, grow, and contribute to society. Wooden's wisdom reminds us that educators have the power to influence how students perceive success. By encouraging a more holistic view of achievement, one that values hard work, resilience, and continuous improvement, teachers can help students develop a healthier, more positive understanding of what it means to succeed. In today's educational system, this shift is crucial, as too many students are being taught to see their value solely in terms of grades, rather than their personal and intellectual growth.

加州大学洛杉矶分校篮球队传奇教练约翰-伍登一直强调胜利与真正成功之间的区别。对于伍登来说,成功并不在于击败他人或在竞争中脱颖而出,而是在于个人成长、自我完善和追求卓越。他的理念为教育工作者提供了有力的借鉴,尤其是在他们指导学生完成学业的过程中。伍登所传达的信息强调了营造一种环境的重要性,在这种环境中,衡量成功的标准是努力和进步,而不仅仅是成绩或考试分数。遗憾的是,许多教育工作者似乎忽视了这一点,而把成绩作为衡量成就的主要标准。教师如此强调成绩,无意中创造了一种文化,让学生开始将自我价值与考试成绩等同起来。这不仅贬低了个人成长的价值,而且还助长了学业上有困难的学生的焦虑和气馁情绪。学生可能开始害怕出错,回避挑战和机会。这就限制了创造力,限制了学习、成长和为社会做贡献的机会。伍登的智慧提醒我们,教育者有能力影响学生如何看待成功。通过鼓励更全面的成就观,即重视努力学习、坚韧不拔和不断进步的成就观,教师可以帮助学生更健康、更积极地理解成功的意义。在当今的教育体系中,这种转变至关重要,因为有太多的学生被教导只从成绩的角度来看待自己的价值,而不是个人和智力的成长。
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引用次数: 0
Ethical engagement with artificial intelligence in medical education. 医学教育中人工智能的伦理参与。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-03-01 Epub Date: 2025-01-03 DOI: 10.1152/advan.00188.2024
Himel Mondal

The integration of large language models (LLMs) in medical education offers both opportunities and challenges. While these artificial intelligence (AI)-driven tools can enhance access to information and support critical thinking, they also pose risks like potential overreliance and ethical concerns. To ensure ethical use, students and instructors must recognize the limitations of LLMs, maintain academic integrity, and handle data cautiously, and instructors should prioritize content quality over AI detection methods. LLMs can be used as supplementary aids rather than primary educational resources, with a focus on enhancing accessibility and equity and fostering a culture of feedback. Institutions should create guidelines that align with their unique educational values, providing clear frameworks that support responsible LLM usage while addressing risks associated with AI in education. Such guidelines should reflect the institution's pedagogical mission, whether centered on clinical practice, research, or a mix of both, and should be adaptable to evolving educational technologies.

大语言模型(LLMs)在医学教育中的整合提供了机遇和挑战。虽然这些人工智能驱动的工具可以增强对信息的获取并支持批判性思维,但它们也带来了潜在的过度依赖和道德问题等风险。为了确保道德使用,学生和教师必须认识到法学硕士的局限性,保持学术诚信,谨慎处理数据,教师应优先考虑内容质量而不是人工智能检测方法。法学硕士可以用作辅助工具,而不是主要的教育资源,重点是提高可及性、公平性,并在学生和教师中培养反馈文化和人工智能素养。院校应制定与其独特的教育价值观相一致的指导方针,提供明确的框架,支持负责任的法学硕士使用,同时解决与教育中人工智能相关的风险。这样的指导方针应该反映机构的教学使命,无论是以临床实践、研究为中心,还是两者兼而有之,并且应该适应不断发展的教育技术。
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引用次数: 0
Metabolic Scaling: Exploring the Relation Between Metabolic Rate and Body Size.
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-24 DOI: 10.1152/advan.00171.2024
Beth Beason-Abmayr, David R Caprette

We present an alternative to the traditional classroom lecture on the topics of metabolic scaling, allometric relationships between metabolic rate (MR) and body size, and reasons for rejecting Rubner''s surface "law," concepts that students have described as challenging, counterintuitive, and/or mathematical. In groups, students work with published data on MR and body size for species representing all five vertebrate groups. To support the exercise, we developed a worksheet that has students define the concept in their own words, compare different measures of MR, and evaluate plots of MR and mass-specific MR versus body mass for both homeotherms and poikilotherms. Students also attempt to explain why selected species have exceptionally high or low MR values for their body sizes. Student feedback indicated active learning is an effective way to learn the concepts of metabolic scaling and allometric relationships and that the opportunity to work in groups with real data stimulates interest and an appreciation for the importance of metabolic scaling to the understanding of animal physiology.

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引用次数: 0
Art in Anatomy Session as a Method of Formative Feedback in Pre-Clerkship Medical Education. 解剖课艺术:见习前医学教育形成性反馈的方法。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-19 DOI: 10.1152/advan.00233.2024
Saewon Chun, Cindy Liang, Charity Thomann, Shaimaa Amin, Christina Trinh, Camila Araujo, Sherif S Hassan

Introduction: Medical schools were incorporating active learning strategies in anatomy teaching to accommodate diverse student bodies. Formative assessment and art as a hands-on learning method had been explored as alternatives to traditional teaching methods. Those methods allowed students to practice and assess their understanding of anatomy as they progress. The current study investigated the effectiveness of "Art in Anatomy" lab sessions in enhancing preclerkship medical students' comprehension of challenging anatomical topics and determining if differences were related to their year in medical school.

Methods: This study involved 41 pre-clinical year medical students at CUSM-SOM who participated in "Art in Anatomy" sessions. Results showed pre-session and post-session quiz scores, with differences calculated for first-year and second-year medical students.

Results: The study revealed a significant skew in pre- and post-session data, with Year 2 students showing lower mean and smaller range on pre-session quiz scores. Post-session quiz scores showed higher mean and median scores but reversed on post-session. Both Year 1 and Year 2 students showed improved scores, with 68% experiencing a score increase of 0, 1, 3, or 4 points, and 32% experiencing a 2-point increase.

Conclusions and future directions: Art in Anatomy sessions could effectively support medical students in learning human anatomy during pre-clerkship years. The method provided formative feedback, aiding immediate recall of anatomical knowledge. Future research should explore different art forms and correlate post-session quiz scores with other students' exam scores, such as End of Course, NBME, and practical exam scores.

医学院校在解剖学教学中采用主动学习策略,以适应不同的学生群体。形成性评估和艺术作为一种实践学习方法已经被探索作为传统教学方法的替代品。这些方法允许学生在学习过程中练习和评估他们对解剖学的理解。本研究调查了“解剖艺术”实验课程在提高实习医学生对具有挑战性的解剖主题的理解方面的有效性,并确定差异是否与他们在医学院的年级有关。方法:本研究涉及41名参加“解剖艺术”课程的临床预科医学生。结果显示了治疗前和治疗后的测验成绩,计算了一年级和二年级医学生的差异。结果:研究揭示了课前和课后数据的显著偏差,二年级学生在课前测验成绩上表现出较低的平均值和较小的范围。治疗后的测验分数显示出更高的平均分和中位数分数,但在治疗后则相反。一年级和二年级的学生成绩都有所提高,68%的学生成绩提高了0分、1分、3分或4分,32%的学生成绩提高了2分。结论及未来发展方向:解剖艺术课程能有效支持医学生在实习前学习人体解剖学。该方法提供了形成性反馈,有助于立即回忆解剖学知识。未来的研究应该探索不同的艺术形式,并将课后测验成绩与其他学生的考试成绩(如课程结束、NBME和实践考试成绩)联系起来。
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引用次数: 0
The ChatGPT Fact-Check: Exploiting the Limitations of Generative AI to Develop Evidenced-Based Reasoning Skills in College Science Courses. ChatGPT事实核查:利用生成式人工智能的局限性,在大学科学课程中培养基于证据的推理技能。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-17 DOI: 10.1152/advan.00142.2024
Ursula Holzmann, Sulekha Anand, Alexander Y Payumo

Generative large language models (LLMs) like ChatGPT can quickly produce informative essays on various topics. However, the information generated cannot be fully trusted as artificial intelligence (AI) can make factual mistakes. This poses challenges for using such tools in college classrooms. To address this, an adaptable assignment called the ChatGPT Fact-Check was developed to teach students in college science courses the benefits of using LLMs for topic exploration while emphasizing the importance of validating its claims based on evidence. The assignment requires students to use ChatGPT to generate essays, evaluate AI-generated sources, and assess the validity of AI-generated scientific claims (based on experimental evidence in primary sources). The assignment reinforces student learning around responsible AI use for exploration while maintaining evidence-based skepticism. The assignment meets objectives around efficiently leveraging beneficial features of AI, distinguishing evidence types, and evidence-based claim evaluation. Its adaptable nature allows integration across diverse courses to teach students to responsibly use AI for learning while maintaining a critical stance.

像ChatGPT这样的生成式大型语言模型(llm)可以快速生成关于各种主题的信息丰富的文章。然而,人工智能(AI)可能会犯事实性错误,因此产生的信息不能完全可信。这给在大学课堂上使用这些工具带来了挑战。为了解决这个问题,我们开发了一项名为ChatGPT Fact-Check的适应性作业,向大学理科课程的学生传授使用法学硕士进行主题探索的好处,同时强调基于证据验证其主张的重要性。作业要求学生使用ChatGPT生成文章,评估人工智能生成的来源,并评估人工智能生成的科学主张的有效性(基于主要来源的实验证据)。该作业强化了学生对负责任的人工智能用于探索的学习,同时保持了基于证据的怀疑态度。该作业满足了围绕有效利用人工智能的有益特征、区分证据类型和基于证据的索赔评估的目标。它的适应性允许整合不同的课程,教会学生在保持批判立场的同时负责任地使用人工智能进行学习。
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引用次数: 0
Randle Cycle in Practice: a student exercise to teach glucose- and fatty acid metabolism in fasted, fed and exercised states. 兰德尔循环实践:一个学生练习,教授在禁食、进食和运动状态下的葡萄糖和脂肪酸代谢。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-17 DOI: 10.1152/advan.00096.2024
Rikke Petersen, Mie Feldfoss Nørremark, Nils Færgeman

Here we describe an approach and overall concept on how to train undergraduate university students to understand basic regulation and integration of glucose and fatty acid metabolism in response to fasting, intake of carbohydrates and aerobic exercise. During lectures and both theoretical and practical sessions, the students read, analyse, and discuss the fundamentals of Randle cycle. They focus on how metabolism is regulated in adipose tissue, skeletal muscle, and liver at a molecular level under various metabolic conditions. Subsequently, students perform one of four different trials: 1) overnight fast followed by ingestion of jelly sandwiches and lemonade ad libitum; 2) overnight fast followed by ingestion of a chocolate bar and a soda; 3) overnight fast followed by ingestion of carrots and 4) light fast and aerobic exercise for 2 hours, while monitoring glucose- and fatty acid levels. The data from these trials clearly show that glucose levels are kept constant around 5 mM while fatty acid levels raise to 300-700 mM, after an overnight fast. Upon carbohydrate intake, glucose levels increase whereas fatty acid levels are reduced. In response to aerobic exercise, the glucose level is kept constant at 5 mM, while fatty acids levels increase over time. Collectively, the data clearly recapitulates the essence of Randle cycle. The exercise shows the great pedagogical value of experiments within practical courses to help students gain knowledge of energy metabolism and regulation of biochemical pathways. In an active learning environment, students successfully tackled physiological assignments, enhancing constructive communication and collaboration among peers.

本文描述了如何培养大学生了解葡萄糖和脂肪酸代谢在禁食、碳水化合物摄入和有氧运动中的基本调节和整合的方法和总体概念。在讲座和理论和实践课程中,学生们阅读、分析和讨论兰德尔循环的基本原理。他们关注的是在不同的代谢条件下,脂肪组织、骨骼肌和肝脏的代谢是如何在分子水平上被调节的。随后,学生们进行四种不同的试验:1)一夜禁食,然后随意进食果冻三明治和柠檬水;2)一夜禁食,然后吃一块巧克力和一杯苏打水;3)夜间禁食,然后吃胡萝卜;4)进行2小时的轻度禁食和有氧运动,同时监测葡萄糖和脂肪酸水平。这些试验的数据清楚地表明,禁食一夜后,葡萄糖水平保持在5毫米左右,而脂肪酸水平上升到300-700毫米。摄入碳水化合物后,葡萄糖水平升高,而脂肪酸水平降低。作为对有氧运动的反应,葡萄糖水平保持在5毫米不变,而脂肪酸水平随着时间的推移而增加。总的来说,这些数据清楚地概括了兰德尔周期的本质。实验在实践课程中具有重要的教学价值,可以帮助学生了解能量代谢和生化途径的调节。在积极的学习环境中,学生成功完成了生理作业,加强了同龄人之间的建设性沟通和合作。
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引用次数: 0
Claude, ChatGPT, Copilot, and Gemini Performance versus Students in Different Topics of Neuroscience. 克劳德、ChatGPT、副驾驶和双子星表现对神经科学不同主题学生的影响。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-17 DOI: 10.1152/advan.00093.2024
Volodymyr Mavrych, Ahmed Yaqinuddin, Olena Bolgova

Despite extensive studies on large language models and their capability to respond to questions from various licensed exams, there has been limited focus on employing chatbots for specific subjects within the medical curriculum, specifically medical neuroscience. This research compared the performances of Claude 3.5 Sonnet (Anthropic), GPT-3.5, GPT-4-1106 (OpenAI), Copilot free version (Microsoft), and Gemini 1.5 Flash (Google) versus students on MCQs from the medical neuroscience course database to evaluate chatbots reliability. 5 successive attempts of each chatbot to answer 200 USMLE-style questions were evaluated based on accuracy, relevance, and comprehensiveness. MCQs were categorized into 12 categories/topics. The results indicated that at the current level of development, selected AI-driven chatbots, on average, can accurately answer 67.2% of MCQs from the medical neuroscience course, which is 7.4% below the students' average. However, Claude and GPT-4 outperformed other chatbots with 83% and 81.7% correct answers, which is better than the average student result. They followed by Copilot - 59.5%, GPT-3.5 - 58.3%, and Gemini - 53.6%. Concerning different categories, Neurocytology, Embryology, and Diencephalon were the three best topics, with average results of 78.1% - 86.7%, and the lowest results were Brainstem, Special senses, and Cerebellum, with 54.4% - 57.7% correct answers. Our study suggested that Claude and GPT-4 are currently two of the most evolved chatbots. They exhibit proficiency in answering MCQs related to neuroscience that surpasses that of the average medical student. This breakthrough indicates a significant milestone in how AI can supplement and enhance educational tools and techniques.

尽管对大型语言模型及其回答各种许可考试问题的能力进行了广泛的研究,但在医学课程中的特定科目(特别是医学神经科学)中使用聊天机器人的关注有限。本研究比较了Claude 3.5 Sonnet (Anthropic)、GPT-3.5、GPT-4-1106 (OpenAI)、Copilot免费版(Microsoft)和Gemini 1.5 Flash(谷歌)与学生在医学神经科学课程数据库mcq上的表现,以评估聊天机器人的可靠性。每个聊天机器人连续5次尝试回答200个usmle风格的问题,并根据准确性、相关性和全面性进行评估。mcq被分为12个类别/主题。结果表明,在目前的发展水平下,选定的ai驱动的聊天机器人平均能准确回答67.2%的医学神经科学课程的mcq,比学生的平均水平低7.4%。然而,Claude和GPT-4分别以83%和81.7%的正确率超越了其他聊天机器人,优于学生的平均成绩。其次是Copilot(59.5%)、GPT-3.5(58.3%)和Gemini(53.6%)。在不同类别中,神经细胞学、胚胎学和间脑是三个最好的题目,平均答对率为78.1% ~ 86.7%,最低的是脑干、特殊感觉和小脑,答对率为54.4% ~ 57.7%。我们的研究表明,Claude和GPT-4是目前最先进的两个聊天机器人。他们在回答与神经科学相关的mcq方面表现出的熟练程度超过了普通医科学生。这一突破标志着人工智能如何补充和增强教育工具和技术的一个重要里程碑。
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引用次数: 0
Premed Pressure: Examining whether premed students experience more academic stress compared to non-premeds. 预科压力:检查预科学生是否比非预科学生经历更多的学业压力。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-17 DOI: 10.1152/advan.00168.2024
C Jynx Pigart, Tasneem Mohammed, Theresa Acuna, Shurelia Baltazar, Connor Bean, Michayla Hart, Katelyn Huizenga, Amaris James, Hayleigh Shaw, Kimberly Zsuffa, Carly A Busch, Katelyn M Cooper

Academic stress is one of the primary factors threatening university students' well-being and performance. Undergraduate students who are working towards applying to medical school, defined as being on the pre-medicine or "premed" pathway, are suspected to have higher academic stress compared to their peers who are not premed. However, what factors contribute to academic stress for premed students is not well understood. We sought to answer: Do undergraduates perceive premeds have higher, same, or lower stress than non-premeds? How do academic stress levels between these groups actually differ? What aspects of being premed cause academic stress? and Who has left the premed track and why? We surveyed 551 undergraduates from one large institution in the U.S., and answered our research questions using descriptive statistics, chi-squares, and linear regressions. Overwhelmingly, participants perceived that premed students experience greater academic stress than their counterparts. Yet, we found no significant differences in academic stress reported among students in our sample (p > 0.05). Premed students reported their academic stress was exacerbated by not feeling competitive enough to get into medical school and by needing to maintain a high GPA. Further, students with lower GPAs were more likely to leave the premed track compared to those with higher GPAs (p = 0.005). Students reported leaving the premed track because another career appeared more interesting and because of the toll the premed track took on their mental health. In conclusion, our findings can inform instructors and universities on how to best support premed students.

学业压力是影响大学生身心健康和学业成绩的主要因素之一。正在努力申请医学院的本科生,被定义为在医学预科或“医学预科”的道路上,被怀疑比没有医学预科的同龄人有更大的学业压力。然而,是什么因素导致了医学预科学生的学业压力还不是很清楚。我们试图回答:本科生认为预科生比非预科生压力更高、相同还是更低?这些群体之间的学业压力水平究竟有何不同?医学预科的哪些方面会造成学业压力?谁离开了医学预科的轨道,为什么?我们调查了来自美国一所大型机构的551名本科生,并使用描述性统计、卡方和线性回归回答了我们的研究问题。绝大多数参与者认为,医学院预科生比其他学生承受更大的学业压力。然而,我们发现在我们的样本中,学生的学业压力报告没有显著差异(p > 0.05)。医学院预科生报告说,他们的学业压力因为没有足够的竞争力进入医学院和需要保持较高的GPA而加剧。此外,与gpa较高的学生相比,gpa较低的学生更有可能离开医学预科(p = 0.005)。学生们报告说,离开医学预科是因为另一个职业看起来更有趣,也因为医学预科对他们的心理健康造成了损害。总之,我们的研究结果可以告诉教师和大学如何最好地支持医学预科学生。
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引用次数: 0
Investigating the nature of trust in the medical student-professor relationship: an interview study. 医学生与教授关系中信任性质的调查:访谈研究。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-16 DOI: 10.1152/advan.00213.2024
Shivani Gupta, Aliya Centner, Nidhi Patel, Jonathan Kibble

While trust is an essential resource in successful social exchanges, the basis of trust in the student-professor relationship in higher education has not been extensively studied. The purpose of the present study was to gain a better understanding of how trust is developed within a medical school learning environment. To that end, we applied a qualitative approach using semi-structured interviews. Interview guides were developed based on the leading model of organizational trust, which posits that trustworthiness can be modeled based on three factors of a trustee, namely their perceived ability, benevolence and integrity. Eleven faculty members and 11 medical students in their core clerkships agreed to participate, providing in-depth viewpoints that were transcribed verbatim for thematic analysis. Faculty interviews sought to develop a model describing how trust develops in the medical school learning environment and student interviews interrogated how faculty performed within each trust domain to corroborate best practices. The research team applied interpretive-phenomenological analysis to develop consensus around the key themes. Arising from the data we propose a model showing how faculty demonstrate their ability, benevolence and integrity to learners as well as features of a learning environment that promote trust, including positive student traits. Finally, we recommend a series of best practices for faculty wishing to develop a trusting learning climate.

虽然信任是成功社会交往的必要资源,但高等教育师生关系中信任的基础尚未得到广泛研究。本研究的目的是为了更好地了解信任是如何在医学院学习环境中发展的。为此,我们采用了半结构化访谈的定性方法。访谈指南是基于组织信任的领先模型开发的,该模型认为可基于受托人的三个因素,即他们的感知能力,仁慈和诚信来建立可信度模型。11名教员和11名从事核心见习工作的医学生同意参加,他们提供了深入的观点,这些观点被逐字记录下来,供专题分析之用。教师访谈试图建立一个模型,描述信任如何在医学院学习环境中发展,学生访谈询问教师在每个信任领域内的表现,以证实最佳实践。研究团队运用解释现象学分析,围绕关键主题达成共识。根据这些数据,我们提出了一个模型,展示教师如何向学习者展示他们的能力、仁慈和正直,以及促进信任的学习环境的特征,包括积极的学生特征。最后,我们为希望建立信任学习氛围的教师推荐了一系列最佳实践。
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引用次数: 0
Frontier-Model Chatbots Can Help Instructors Create, Improve, and Use Learning Objectives. 前沿模型聊天机器人可以帮助教师创建、改进和使用学习目标。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-01-16 DOI: 10.1152/advan.00159.2024
Gregory J Crowther, Merrill D Funk, Kelly M Hennessey, Marcus M Lawrence

Learning Objectives (LOs) are a pillar of course design and execution, and thus a focus of curricular reforms. This study explored the extent to which the creation and usage of LOs might be facilitated by three leading chatbots: ChatGPT-4o, Claude 3.5 Sonnet, and Google Gemini Advanced. We posed three main questions, as follows. Question A: When given course content, can chatbots create LOs that are consistent with five best practices in writing LOs? Question B: When given LOs for a low level of the Revised Bloom's Taxonomy, can chatbots convert them to a higher level? Question C: When given LOs, can chatbots create assessment questions that meet six criteria of quality? We explored these questions in the context of four undergraduate courses: Applied Exercise Physiology, Human Anatomy, Human Physiology, and Motor Learning. According to instructor ratings, chatbots had a >70% success rate on most individual criteria for Questions A-C. However, chatbots' "difficulties" with a few criteria (e.g., provision of appropriate context for an LO's action, assignment of an appropriate Revised Bloom's taxonomy level) meant that, overall, only 38.3% of chatbot outputs fully met all criteria and thus were possibly ready for use with students. Our findings thus underscore the continuing need for instructor oversight of chatbot outputs, but also illustrate chatbots' potential to expedite the design and improvement of LOs and LO-related curricular materials such as Test Question Templates (TQTs), which directly align LOs with assessment questions.

学习目标是课程设计和实施的支柱,是课程改革的焦点。本研究探讨了三种领先的聊天机器人(chatgpt - 40、Claude 3.5 Sonnet和谷歌Gemini Advanced)在多大程度上促进了LOs的创建和使用。我们提出了以下三个主要问题。问题A:当给定课程内容时,聊天机器人是否可以创建与编写lo的五个最佳实践一致的lo ?问题B:当在修订后的Bloom分类法中给出较低级别的LOs时,聊天机器人可以将其转换为更高级别吗?问题C:当给定LOs时,聊天机器人可以创建满足六个质量标准的评估问题吗?我们在四门本科课程中探讨了这些问题:应用运动生理学、人体解剖学、人体生理学和运动学习。根据讲师的评分,聊天机器人在问题a - c的大多数单独标准上的成功率都达到了70%左右。然而,聊天机器人在一些标准上的“困难”(例如,为LO的动作提供适当的上下文,分配适当的修订后的Bloom分类水平)意味着,总体而言,只有38.3%的聊天机器人输出完全符合所有标准,因此可能准备好与学生一起使用。因此,我们的研究结果强调了讲师对聊天机器人输出的持续监督的必要性,但也说明了聊天机器人在加速LOs和lo相关课程材料(如测试问题模板(tqt))的设计和改进方面的潜力,这些材料直接使LOs与评估问题保持一致。
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Advances in Physiology Education
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