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Concepts behind clips: cinema to teach the science of artificial intelligence to undergraduate medical students. 剪辑背后的概念:向本科医科学生教授人工智能科学的电影。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-09-04 DOI: 10.1152/advan.00119.2025
Krishna Mohan Surapaneni

As artificial intelligence (AI) is becoming more integrated into the field of healthcare, medical students need to learn foundational AI literacy. Yet, traditional, descriptive teaching methods of AI topics are often ineffective in engaging the learners. This article introduces a new application of cinema to teaching AI concepts in medical education. With meticulously chosen movie clips from "Enthiran (Tamil)/Robot (Hindi)/Robo (Telugu)" movie, the students were introduced to the primary differences between artificial narrow intelligence (ANI), artificial general intelligence (AGI), and artificial super intelligence (ASI). This method triggered encouraging responses from students, with learners indicating greater conceptual clarity and heightened interest. Film as an emotive and visual medium not only makes difficult concepts easy to understand but also encourages curiosity, ethical consideration, and higher order thought. This pedagogic intervention demonstrates how narrative-based learning can make abstract AI systems more relatable and clinically relevant for future physicians. Beyond technical content, the method can offer opportunities to cultivate critical engagement with ethical and practical dimensions of AI in healthcare. Integrating film into AI instruction could bridge the gap between theoretical knowledge and clinical application, offering a compelling pathway to enrich medical education in a rapidly evolving digital age.NEW & NOTEWORTHY This article introduces a new learning strategy that employs film to instruct artificial intelligence (AI) principles in medical education. By introducing clips the from "Enthiran (Tamil)/Robot (Hindi)/Robo (Telugu)" movie to clarify artificial narrow intelligence (ANI), artificial general intelligence (AGI), and artificial super intelligence (ASI), the approach converted passive learning into an emotionally evocative and intellectually stimulating experience. Students experienced enhanced comprehension and increased interest in artificial intelligence. This narrative-driven, visually oriented process promises to incorporate technical and ethical AI literacy into medical curricula with enduring relevance and impact.

随着人工智能(AI)越来越多地融入医疗保健领域,医学生需要学习基本的人工智能知识。然而,传统的、描述性的人工智能主题教学方法在吸引学习者方面往往是无效的。本文介绍了电影在医学教育中人工智能概念教学中的新应用。通过精心挑选的“Enthiran(泰米尔语)/Robot(印地语)/Robo(泰卢古语)”电影片段,学生们了解了人工狭义智能(ANI)、人工通用智能(AGI)和人工超级智能(ASI)的主要区别。这种方法引起了学生们的积极反应,学生们表现出更清晰的概念和更高的兴趣。电影作为一种情感和视觉媒介,不仅使难以理解的概念变得容易,而且还鼓励好奇心、伦理思考和更高层次的思维。这种教学干预展示了基于叙事的学习如何使抽象的人工智能系统对未来的医生更具相关性和临床相关性。除了技术内容之外,该方法还可以提供机会,培养人工智能在医疗保健领域的道德和实践层面的关键参与。将电影融入人工智能教学可以弥合理论知识和临床应用之间的差距,为在快速发展的数字时代丰富医学教育提供了一条引人注目的途径。
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引用次数: 0
Creating accessible browser-based interactive content for teaching physiology and pharmacology: options for nonprogrammers. 为生理学和药理学教学创建可访问的基于浏览器的交互式内容:非程序员的选项。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-10-10 DOI: 10.1152/advan.00127.2025
Damien S K Samways, Lara Yousef, Scott A Sheffield

Although interactive software has long been employed to complement traditional lecture and laboratory classes, instructors have typically been limited to premade programs produced by others with significant programming experience. Furthermore, many existing programs have limited platform cross-compatibility, with few compatible with the most ubiquitous and accessible device in a typical classroom, the mobile phone. In addition to advances in large language model-assisted programming, there has been a boom in the popularity of HTML5/JavaScript-based video game development software targeted toward nonprogrammers. Consequently, there are now tools available that have significantly lowered the barrier to entry with regard to instructors taking creative control over the production of interactive content suitable for their own specific classroom needs. By focusing on the HTML5/JavaScript framework, these applications can be accessed on any device capable of running a browser, making them easy for students to use in the classroom and to integrate effectively into any learning management system. Here, we suggest that the use of such tools might prove particularly valuable for instructors of physiology and pharmacology, permitting the creation of interactive content tailored to the instructor's own teaching style and that better meets the needs of the enrolled students. In doing so, we highlight some of the options available and provide examples of the kinds of applications instructors can produce with these methods.NEW & NOTEWORTHY The availability of generative AI and intuitive HTML5/JavaScript development tools now permits instructors of physiology and pharmacology, who may have little or no programming experience, to produce their own interactive teaching aids for the purposes of enhanced course delivery.

虽然交互式软件长期以来一直被用来补充传统的讲座和实验课程,但教师通常仅限于由具有丰富编程经验的其他人制作的预先制作的程序。此外,许多现有程序的平台交叉兼容性有限,很少与典型教室中最普遍、最容易使用的设备——手机——兼容。除了大型语言模型辅助编程的发展,基于HTML5/ javascript的面向非程序员的电子游戏开发软件也开始流行起来。因此,现在有一些可用的工具大大降低了进入的门槛,使教师能够创造性地控制适合自己特定课堂需求的互动内容的生产。通过专注于HTML5/JavaScript框架,这些应用程序可以在任何能够运行浏览器的设备上访问,使学生在课堂上轻松使用,并有效地集成到任何学习管理系统中。在这里,我们建议使用这些工具可能对生理学和药理学教师特别有价值,允许根据教师自己的教学风格创建交互式内容,更好地满足入学学生的需求。在此过程中,我们重点介绍了一些可用的选项,并提供了教师可以使用这些方法生成的应用程序类型的示例。
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引用次数: 0
Effects of blended active methodology on learning about blood pressure control, students' perception, and test-induced stress and anxiety. 混合主动方法对血压控制学习、学生认知和考试引起的压力和焦虑的影响。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-08-05 DOI: 10.1152/advan.00093.2025
Fernanda Klein Marcondes, Lais Tono Cardozo, Patricia Oliveira Lima, Karina Reche Casale, Maria Antonia Ramos de Azevedo

This study aimed to analyze the effect of blended active method (BAM) on blood pressure (BP) control learning, pretest stress and anxiety, and students' perceptions. With approval from the institutional ethics committee, two freshman Dentistry classes were assigned to either a traditional method (TM; n = 50) or BAM (n = 49) group. All students completed the State-Trait Anxiety Inventory (STAI) and provided saliva samples for cortisol and alpha-amylase measurements at baseline and before the exam. The TM group attended two lectures on BP control. In BAM, class 1 involved team discussions of clinical scenarios involving BP alterations. Before class 2, students watched pre-class videos with embedded questions (Edpuzzle) and completed an interactive online lesson (Lt-Kuracloud) with exercises and immediate feedback. In class 2, students took an individual test and, in teams, analyzed which BP control systems were activated in the previous scenarios, explaining the physiological responses involved. In class 3, both groups completed the STAI, performed saliva collection, and a summative exam on BP control. Test scores were compared using t tests; anxiety and biomarker stress levels were analyzed with two-way ANOVA. BAM students achieved significantly higher exam scores (8.75 ± 1.17) compared to TM (7.27 ± 1.82). Before the exam, the TM group showed higher alpha-amylase, cortisol, and anxiety levels than BAM. According to student perceptions, BAM strategies effectively supported BP control learning. Overall, BAM improved learning outcomes and helped reduce pretest stress and anxiety compared to traditional teaching.NEW & NOTEWORTHY This study demonstrates that a blended active method (BAM), combining team discussions, interactive online lessons, and formative assessments, improves learning outcomes and reduces pretest stress and anxiety in university students studying blood pressure control. Unlike traditional lectures, BAM provided immediate feedback and opportunities for collaborative problem-solving. The study also measured physiological stress markers (cortisol and alpha-amylase), confirming BAM's effectiveness in promoting both cognitive performance and emotional well-being in a higher education health sciences setting.

本研究旨在分析混合主动法(BAM)对血压控制学习、考试前压力和焦虑以及学生认知的影响。经机构伦理委员会批准,将两个牙科新生班分为传统方法组(TM, n = 50)和BAM组(n = 49)。所有学生都完成了状态-特质焦虑量表(STAI),并在基线和考试前提供了皮质醇和α -淀粉酶的唾液样本。TM组参加了两次关于BP控制的讲座。在BAM中,第一堂课涉及到团队讨论涉及血压改变的临床场景。在第2节课前,学生们观看了带有嵌入式问题的课前视频(Edpuzzle),并完成了带有练习和即时反馈的在线互动课程(Lt-Kuracloud)。在第二班,学生们参加了一个单独的测试,并以小组为单位,分析了哪些BP控制系统在之前的场景中被激活,并解释了所涉及的生理反应。在第3班,两组均完成了STAI、唾液采集和血压控制总结性检查。测试成绩采用t检验进行比较;焦虑和生物标志物应激水平采用双因素方差分析。BAM学生的考试成绩(8.75±1.17)明显高于TM学生(7.27±1.82)。在考试前,TM组的α -淀粉酶、皮质醇和焦虑水平高于BAM。根据学生的感知,BAM策略有效地支持BP控制学习。总体而言,与传统教学相比,BAM改善了学习成果,并有助于减少考试前的压力和焦虑。
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引用次数: 0
Successfully integrating sustainability into medical science education with mixed-method iterative approaches. 通过混合迭代方法成功地将可持续性融入医学科学教育。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-08-29 DOI: 10.1152/advan.00126.2025
Christian Moro, Charlotte Phelps, Vineesha Veer, Michelle McLean

Students, accrediting bodies, and institutions are increasingly calling for educators to include planetary health (PH) in medical and health professions curricula. With the World Health Organization identifying climate change as the single biggest health threat facing humanity, health professionals must be prepared for the impacts of a changing climate, biodiversity loss, and pollution. There is an expectation that they will also need to practice sustainable and climate-resilient healthcare. Following limited beneficial outcomes in a first attempt to include PH content in an introductory Physiology subject for health sciences and medicine pathway students at an Australian university, we utilized an educational research design theory and design-based research methodology to develop, implement, and evaluate the integration of PH into a Physiology subject. Key stakeholders (students and tutors) provided ongoing feedback at regular points before, during, and at the end of the 12-week semester. Based on the findings, we offer evidence-based recommendations for integrating PH into an existing subject that avoids overloading an already busy curriculum. Recommendations include providing a clear definition of PH at the start of the semester, embedding a weekly "fact" in lecture slides, engaging learners in discussions during tutorials, linking PH concepts during hands-on practical laboratories, and establishing a dedicated PH learning objective for the subject.NEW & NOTEWORTHY Planetary health can be integrated into current medical and health professions subjects without the need to remove existing content or excessively impact staff and student time commitments. It is possible to meet student, faculty, employer, and accreditor expectations of preparing graduates to work in a changing healthcare system.

学生、认证机构和机构越来越多地呼吁教育工作者将地球健康(PH)纳入医学和卫生专业课程。随着世界卫生组织将气候变化确定为人类面临的最大健康威胁,卫生专业人员必须为气候变化、生物多样性丧失和污染的影响做好准备。人们期望他们还需要实践可持续和适应气候变化的医疗保健。在澳大利亚一所大学首次尝试将PH内容纳入健康科学和医学专业学生的入门生理学课程后,我们利用教育研究设计理论和基于设计的研究方法来开发、实施和评估PH与生理学课程的整合。关键利益相关者(学生和导师)在为期12周的学期之前、期间和结束时定期提供持续的反馈。根据调查结果,我们提供了基于证据的建议,将PH纳入现有学科,以避免本已繁忙的课程超载。建议包括在学期开始时提供PH的明确定义,在讲座幻灯片中嵌入每周的“事实”,在教程期间让学习者参与讨论,在动手实践实验室中链接PH概念,并为该主题建立专门的PH学习目标。
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引用次数: 0
Virtual reality breaks for stress reduction among graduate and dental students. 虚拟现实打破研究生和牙科学生的压力减轻。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-10-03 DOI: 10.1152/advan.00014.2025
Ellee Grosser, Rachel D Torres, Laura Weingartner, Daniela Terson de Paleville

Throughout their years of education, health science graduate and professional students complete countless hours of studying and taking exams, which can elevate the stress on these students in addition to their natural strains outside of school. Identifying a method to help reduce academic stress could be critical to positively impact student health and well-being. One of the emerging methods of stress reduction in current research is the use of virtual reality (VR) with biofeedback, which is a process that allows the user to gain conscious control of otherwise unnoticed bodily functions to change autonomic nervous system control. This research aimed to investigate whether VR biofeedback could help students manage stress in an academic setting. The authors monitored the heart rate, blood pressure, respiratory rate, and self-reported stress levels in 22 health science students while they used a VR headset to complete an immersive activity that guided users in diaphragmatic breathing within a calming virtual environment. While there were no significant changes in heart rate variability (HRV) or mean arterial pressure after the VR session, participants self-reported decreased stress levels. The participants also positively evaluated the experience with the VR headset and noted that the session was calming and engaging. Future research could use a similar process to evaluate participants directly before they take an exam or complete another stressful task and assess the effect of using biofeedback on academic performance.NEW & NOTEWORTHY Virtual reality (VR) has been proposed as an effective tool for reducing stress but has not been tested among trainees experiencing high academic pressures. Flowborne is a free VR application that guides users in diaphragmatic breathing within a calming virtual environment. Rhythmic breathing stimulates the parasympathetic nervous system, helping to lower heart rate, anxiety, and stress. This study suggested that participants perceive VR biofeedback as a promising tool for enhancing relaxation in an academic setting. .

在他们多年的教育中,健康科学研究生和专业学生完成了无数小时的学习和考试,这可以增加这些学生的压力,除了他们在学校外的自然压力。找到一种帮助减轻学业压力的方法,对学生的健康和福祉产生积极影响至关重要。当前研究中新兴的减压方法之一是使用带有生物反馈的虚拟现实(VR),这是一个允许用户有意识地控制其他未被注意的身体功能以改变自主神经系统控制的过程。这项研究旨在调查虚拟现实生物反馈是否能帮助学生在学术环境中管理压力。作者监测了22名健康科学专业学生的心率、血压、呼吸频率和自我报告的压力水平,同时他们使用VR耳机完成了一项沉浸式活动,该活动指导用户在平静的虚拟环境中进行横膈膜呼吸。虽然在VR会话后心率变异性(HRV)或平均动脉压没有显著变化,但参与者自我报告的压力水平有所下降。参与者还积极评价了VR头显的体验,并指出该会话令人平静且引人入胜。未来的研究可以使用类似的过程,在参与者参加考试或完成另一项有压力的任务之前直接对他们进行评估,并评估使用生物反馈对学习成绩的影响。
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引用次数: 0
Endocrine metabolism via macronutrient-induced insulin response: a data analysis activity for physiology education. 通过大量营养素诱导的胰岛素反应的内分泌代谢:生理学教育的数据分析活动。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 Epub Date: 2025-05-02 DOI: 10.1152/advan.00176.2024
Lubna Al-Gailani, Ali Al-Kaleel, Sevda Lafci Fahrioğlu

Due to regulatory and logistical challenges, traditional hands-on endocrine labs can be difficult to implement. Here, we provide a flexible, dry-lab/classroom data analysis activity that eliminates the need for direct blood sampling and instead focuses on teaching analytical skills and theoretical knowledge. This article presents a dry-lab/classroom-ready dataset and teaching approach that allows students to analyze the endocrine regulation of metabolism following the consumption of foods predominantly composed of fat, protein, or carbohydrates. By examining real data on blood glucose and insulin responses, students gain a deeper understanding of how macronutrient intake influences metabolic pathways. A pilot set of data (originally collected with appropriate ethical approval) is provided, showing blood glucose and insulin levels from 15 participants randomly assigned to consume a food primarily composed of either fat, protein, or carbohydrates. This dataset is intended for in-class data analysis, where students predict and interpret changes in blood glucose and insulin using statistical tests. Postprandial glucose and insulin levels increased most dramatically after carbohydrate intake, whereas protein and fat intake produced more modest increases with minimal insulin changes. These findings align with expected endocrine responses and provide a rich dataset for student exploration of metabolic regulation. Shifting from direct laboratory work to data-driven classroom analysis offers an accessible way to teach endocrine metabolism. By using real-world data, students can practice experimental design skills, interpret statistical findings, and better understand how diet influences blood glucose and insulin levels.NEW & NOTEWORTHY This teaching approach offers a dry-lab/classroom exercise style activity, presenting real-world postprandial glucose and insulin data after distinct macronutrient foods. Students can use these data to hone their analytical, critical thinking, and statistical skills, while reinforcing their conceptual understanding of endocrine regulation in a flexible classroom setting.

目的:由于监管和后勤方面的挑战,传统的动手内分泌实验室可能难以实施。在这里,我们提供灵活的干实验室数据分析活动,消除了直接血液采样的需要,而是专注于教授分析技能和理论知识。本文介绍了一个干实验室/课堂准备的数据集和教学方法,允许学生分析主要由脂肪、蛋白质或碳水化合物组成的食物消耗后代谢的内分泌调节。通过检查血糖和胰岛素反应的真实数据,学生们对大量营养素摄入如何影响代谢途径有了更深入的了解。方法与数据:提供了一组试验性数据(最初是经过适当的伦理批准收集的),显示了15名参与者的血糖和胰岛素水平,这些参与者被随机分配食用主要由脂肪、蛋白质或碳水化合物组成的食物。该数据集用于课堂数据分析,学生可以使用统计测试来预测和解释血糖和胰岛素的变化。结果:在摄入碳水化合物后,餐后葡萄糖和胰岛素水平显著升高,而摄入蛋白质和脂肪后,胰岛素变化较小。这些发现与预期的内分泌反应一致,为学生探索代谢调节提供了丰富的数据集。结论:从直接的实验室工作转向数据驱动的课堂分析,为内分泌代谢教学提供了一种可行的方法。通过使用真实世界的数据,学生可以练习实验设计技能,解释统计结果,并更好地了解饮食如何影响血糖和胰岛素水平。
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引用次数: 0
Compatibility of eugenol anesthesia with classroom physiology experiments on nerve and muscle of frogs. 丁香酚麻醉与青蛙神经肌肉课堂生理实验的相容性。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 Epub Date: 2025-07-12 DOI: 10.1152/advan.00094.2025
Katherine I Rees, Skye T Foucrier, Lauren G Hinrichs, Ryan S N Sekhon, Jason M Blank

Frogs serve as valuable model organisms for studying physiological responses of nerve, skeletal muscle, and the heart in undergraduate biology labs. Induced hypothermia before pithing is the traditional method of euthanasia, but some veterinary guidelines discourage this practice and recommend chemical anesthesia instead. However, the most commonly used anesthetic, MS-222, may negatively interfere with physiology experiments. We sought an alternative anesthetic and tested the hypothesis that eugenol anesthesia is compatible with classroom nerve and muscle experiments on frogs. Bullfrogs were euthanized after eugenol anesthesia or chilling. Additional groups of frogs were soaked in eugenol for extended durations of 30, 60, or 90 minutes beyond reflex loss. The sciatic nerve was stimulated while the gastrocnemius force was measured using an isometric force transducer. The threshold voltage eliciting a muscle contraction and the peak isometric twitch force were recorded at 15-minute intervals for 2 hours. Eugenol reliably induced loss of reflexes in approximately 20 to 35 minutes. While eugenol increased the threshold voltage required for a muscle contraction and decreased force production, neuromuscular preparations maintained the ability to respond adequately to electrical stimulation, supporting eugenol's viability as an alternative anesthetic for classroom experiments. To further characterize the anesthetic's effects, isolated sciatic nerves were soaked in eugenol solutions and evaluated for compound action potential amplitude and action potential threshold voltage. Eugenol reduced maximum compound action potential amplitude and increased the action potential threshold voltage, with inhibitory effects dependent on the duration of exposure and reversible upon soaking in Ringer's solution.NEW & NOTEWORTHY Prior studies, including Medler in 2019 (Adv Physiol Educ 43: 69-75, 2019), have shown that the primary anesthetic used in fish and other aquatic vertebrates, MS-222, blocks nerve and muscle function and thus interferes with classroom neuromuscular physiology demonstrations in frogs. In this study, we show that eugenol anesthesia is practical and effective for classroom experiments, and we characterize the effect of eugenol on neuromuscular physiology over different anesthetic durations.

青蛙是本科生生物学实验室中研究神经、骨骼肌和心脏生理反应的有价值的模式生物。在穿刺前诱导低温是传统的安乐死方法,但一些兽医指南不鼓励这种做法,而是推荐化学麻醉。然而,最常用的麻醉剂MS-222可能对生理学实验产生负面干扰。我们寻找一种替代麻醉剂,并在青蛙身上测试丁香酚麻醉与课堂神经和肌肉实验相容的假设。牛蛙在丁香酚麻醉或冷却后安乐死。另外一组青蛙在丁香酚中浸泡30、60或90分钟,超过反射丧失。在刺激坐骨神经的同时,用等距力传感器测量腓肠肌力。每隔15分钟记录引起肌肉收缩的阈值电压和等长肌力的峰值,持续2小时。丁香酚可靠地在大约20至35分钟内诱导反射丧失。虽然丁香酚增加了肌肉收缩所需的阈值电压,减少了力的产生,但神经肌肉制剂保持了对电刺激的充分反应能力,这支持了丁香酚作为教室实验替代麻醉剂的可行性。为了进一步表征麻醉效果,将离体坐骨神经浸泡在丁香酚溶液中,并评估复合动作电位振幅和动作电位阈值电压。丁香酚降低复合动作电位最大幅值,增加动作电位阈值电压,其抑制作用取决于暴露时间,在林格氏溶液中浸泡后可逆。
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引用次数: 0
Misconception about the application of Dalton's Law in respiratory physiology. 对道尔顿定律在呼吸生理学中的应用的误解。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 Epub Date: 2025-05-06 DOI: 10.1152/advan.00259.2024
S Mehran Hosseini

In respiratory physiology, students must have a good idea about Dalton's Law to understand the effect of water vapor pressure on the partial pressure of the respiratory gases. This illumination has two aims: the first is to introduce a student's misconception about the application of Dalton's Law in respiratory physiology, and the second is to explore the potential effect of previous incomplete knowledge on the formation of this misconception. A survey about student feedback on these topics showed that this misconception is very common, hidden, and needs to be corrected to help students learning.NEW & NOTEWORTHY Dalton's Law may provide a good example for students to highlight the existence of misconceptions and their effect on gaining new knowledge. The awareness of students about this misconception may improve their learning styles.

在呼吸生理学中,学生必须对道尔顿定律有很好的了解,才能理解水蒸气压对呼吸气体分压的影响。这种说明有两个目的:第一是介绍学生对道尔顿定律在呼吸生理学中的应用的误解,第二是探索以前不完整的知识对这种误解形成的潜在影响。一项关于学生对这些话题的反馈的调查表明,这种误解是非常普遍的,隐藏的,需要纠正以帮助学生学习。
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引用次数: 0
Navigating the frontier of AI-assisted student assignments: challenges, skills, and solutions. 导航人工智能辅助学生作业的前沿:挑战、技能和解决方案。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 Epub Date: 2025-04-25 DOI: 10.1152/advan.00253.2024
Suzanne Estaphan, David Kramer, Harry J Witchel

The rise of artificial intelligence (AI) is transforming educational practices, particularly in assessment. While AI may support the students in idea generation and summarization of source materials, it also introduces challenges related to content validity, academic integrity, and the development of critical thinking skills. Educators need strategies to navigate these complexities and maintain rigorous, ethical assessments that promote higher order cognitive skills. This article provides practical guidance for educators on designing take-home assessments (e.g. research-based assignments) in the AI era. This guidance was developed through a collaborative, consensus-driven process involving a consortium of three educators with diverse academic backgrounds, career stages, and perspectives on AI in education. Members, holding experience in higher education across the United Kingdom, United States of America, Australia, and Middle East and North Africa regions, brought varied insights into AI's role in education. The team engaged in an iterative process of refining recommendations through biweekly virtual meetings and offline discussions. Four key recommendations are presented 1) codeveloping AI literacy among students and educators, 2) designing assessments that prioritize process over output, 3) validating learning through AI-free assessments, and 4) preparing students for AI-enhanced workplaces by developing AI communication skills and promoting human-AI collaboration. These strategies emphasize ethical AI use, personalized feedback, and creativity. By adopting these approaches, educators can balance the benefits and risks of AI in assessments, fostering authentic learning while preparing students for the challenges of an AI-driven world.NEW & NOTEWORTHY This paper presents a framework to effectively design take-home assessments in the generative artificial intelligence (AI) era with four key recommendations to navigate the challenges and opportunities posed by generative AI. From codeveloping AI literacy to fostering human-AI collaboration, the strategies empower educators to promote authentic learning, critical thinking, and ethical AI use. Adaptable to various contexts, these insights help prepare students for an AI-driven future while maintaining academic rigor and integrity.

人工智能(AI)的兴起正在改变教育实践,特别是在评估方面。虽然人工智能可以帮助学生产生想法和总结原始材料,但它也带来了与内容有效性、学术完整性和批判性思维技能发展相关的挑战。教育工作者需要策略来应对这些复杂性,并保持严格的道德评估,以促进更高层次的认知技能。这份手稿为教育工作者在人工智能时代设计带回家的评估(例如基于研究的作业)提供了实用指导。该指南是通过协作、共识驱动的过程制定的,该过程涉及由三位具有不同学术背景、职业阶段和教育人工智能观点的教育工作者组成的联盟。成员们在英国(UK)、美国(USA)、澳大利亚以及中东和北非(MENA)地区拥有高等教育经验,他们对人工智能在教育中的作用提出了不同的见解。该团队通过每两周一次的虚拟会议和离线讨论,参与了改进建议的迭代过程。提出了四项关键建议:(1)在学生和教育工作者中共同培养人工智能素养;(2)设计优先考虑过程而不是产出的评估;(3)通过无人工智能评估来验证学习;(4)通过培养人工智能沟通技巧和促进人类与人工智能的协作,为学生为人工智能增强的工作场所做好准备。这些策略强调合乎道德的人工智能使用、个性化反馈和创造力。通过采用这些方法,教育工作者可以在评估中平衡人工智能的好处和风险,促进真实的学习,同时为学生应对人工智能驱动世界的挑战做好准备。
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引用次数: 0
The practical skills passport: a co-curricular program to enhance lab skills confidence in undergraduate neuroscience and biology students. 实践技能通行证:一项旨在提高神经科学和生物学本科生实验室技能信心的课外项目。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-09-01 Epub Date: 2025-06-03 DOI: 10.1152/advan.00204.2024
Anna E Smith, Fran der Weduwen, Thomas Powell, Gayle Doherty

During the years 2020-2022, COVID-19-related restrictions led to fewer in-person lab offerings in Neuroscience and Biology courses, resulting in negative impacts on students' skills and confidence. In this study, we investigate the impact of a co-curricular undergraduate lab skills program, the Practical Skills Passport (PSP), on student lab confidence. PSP tasks were designed based on informal student feedback and refined via pilot testing by postgraduates with no wet lab experience. Sessions were delivered weekly during the 2021-2022 and 2022-2023 academic years. The impact was evaluated using a survey of students who had attended at least one PSP session. Students at various stages of study in Neuroscience and Biology undergraduate programs attended the PSP. Survey respondents indicated that they felt their confidence in their lab skills improved following PSP attendance. Survey respondents rated the PSP positively overall and expressed interest in attending again. Attendance at the PSP peaked in the first few weeks of semester 1 in each year and declined thereafter, indicating that students are more interested in lab skills practice after returning from the summer break. Fewer students attended in 2022-2023 compared to 2021-2022, probably reflecting the return to all in-person learning as COVID-19 restrictions lifted. In general, "core" lab tasks were more popular in 2021-2022, and specialized tasks were more popular in 2022-2023.NEW & NOTEWORTHY The COVID-19 pandemic reduced opportunities for in-person lab classes, negatively impacting students' skills and confidence. We developed a co-curricular program of lab skills catch-up sessions with the aim of restoring student lab confidence during the return to in-person instruction. Here we describe the development, implementation, and evaluation of this program. Our evaluation indicates that engagement with the program positively impacted student lab confidence.

在2020-2022年期间,与covid -19相关的限制导致神经科学和生物学课程的现场实验室减少,对学生的技能和信心产生了负面影响。在本研究中,我们调查了一个联合课程的本科实验技能计划,实践技能护照(PSP)对学生实验室信心的影响。PSP任务是根据学生的非正式反馈设计的,并通过没有湿实验室经验的研究生的试点测试加以完善。在2021-22学年和2022-23学年期间,每周举办一次课程。通过对至少参加过一次PSP课程的学生的调查来评估其影响。在神经科学和生物学本科专业学习的不同阶段的学生参加了PSP。调查对象表示,参加PSP后,他们对实验室技能的信心有所提高。受访者对PSP的总体评价是积极的,并表示有兴趣再次参加。每年第一学期的前几周,参加PSP的人数达到高峰,此后下降,这表明学生在暑假结束后对实验室技能练习更感兴趣。与2021-22学年相比,2022-23学年的学生人数减少,这可能反映了随着COVID-19限制的解除,所有面对面学习的回归。总体而言,“核心”实验室任务在2021- 2022年更受欢迎,而专业任务在2022-23年更受欢迎。
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Advances in Physiology Education
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