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Incorporating physiology core concepts into a flipped classroom is associated with enhanced medical student performance in cardiovascular physiology. 将生理学核心概念融入翻转课堂与提高医学生心血管生理学成绩有关。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-10-21 DOI: 10.1152/advan.00029.2025
Ahmed M Wafi

Physiology core concepts (CCs) are essential for understanding physiology and enhancing students' learning outcomes, but their impact in flipped learning (FL) settings remains unclear. This study evaluated whether integrating CCs into FL improves medical students' performance in a 3-wk cardiovascular physiology module. Third-year medical students were divided into two groups: a control group receiving standard FL (n = 85) and an experimental group receiving FL+CCs (n = 90). Performance was assessed via a formative quiz (30-35% participation rate) to identify early learning trends and a final exam. Quiz results were compared by the Mann-Whitney U test, and final exam responses were analyzed with chi-square tests. Students' perceptions were collected via questionnaires. The FL+CCs group had a higher median quiz score (68.75%) than the FL group (62.50%), but the difference was not statistically significant (P = 0.14). On the final exam, the FL+CCs group had significantly more correct responses (695/900 vs. 609/850; 77.2% vs. 71.6%; P = 0.008), driven primarily by improved performance on the homeostasis questions (56.7% vs. 40%; P = 0.003). In addition, 60% of students in the FL+CCs group reported that the FL+CCs approach enhanced their understanding of cardiovascular physiology. Integrating CCs into FL was associated with improved medical student performance in cardiovascular physiology, primarily due to better performance on the homeostasis CC. Studies with a broader assessment scope and extended implementation periods are needed to further evaluate educational benefits of the FL+CCs approach.NEW & NOTEWORTHY This study is among the first to investigate core concept-based teaching within a flipped learning setting in a cardiovascular physiology module. Despite the module's short duration, core concept-based teaching was associated with enhanced performance among medical students.

背景:生理学核心概念(CCs)对于理解生理学和提高学生的学习成果至关重要,但它们在翻转学习(FL)环境中的影响尚不清楚。本研究评估将CCs纳入FL是否能提高医学生在为期三周的心血管生理学模块中的表现。方法:将医三学生分为两组,对照组接受标准FL治疗85例,实验组接受FL+ cc治疗90例。通过形成性测验(30-35%的参与率)来评估表现,以确定早期学习趋势和期末考试。测验结果采用Mann-Whitney U检验比较,期末考试回答采用卡方检验分析。学生的看法通过问卷收集。结果:FL+CCs组测验得分中位数(68.75%)高于FL组(62.50%),但差异无统计学意义(p = 0.14)。在期末考试中,FL+CCs组有更多的正确答案(695/900比609/850;77.2%比71.8%;p = 0.008),主要是由于在稳态问题上的表现提高(56.7%比40%;p = 0.003)。此外,FL+CCs组中60%的学生报告FL+CCs方法增强了他们对心血管生理学的理解。结论:将CCs纳入FL可提高医学生的心血管生理学成绩,这主要是由于在稳态CC方面有更好的表现。需要更广泛的评估范围和更长的实施周期来进一步评估FL+CCs方法的教育效益。
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引用次数: 0
Sex differences in migraine: bridging pathophysiology and clinical care in women. 女性偏头痛的性别差异:病理生理学和临床护理的桥梁。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-10-14 DOI: 10.1152/advan.00020.2025
U K Egodage, M S Mohideen, S P Mohotti

Migraine affects women at various life stages, with its frequency and severity influenced by fluctuations in ovarian hormones. The pathophysiology of migraine involves activation of the trigeminovascular system, brain stem regions, and diencephalic nuclei, with neurotransmitters and neuropeptides like serotonin (5-HT), γ-aminobutyric acid (GABA), noradrenaline, and calcitonin gene-related peptide (CGRP) playing key roles in maintenance of pain. Estrogen modulates these pathways and has a significant impact on migraine pathophysiology in females. Menstrual migraines, linked to estrogen withdrawal and prostaglandin release, can be managed with short-term prophylactic therapies such as selective serotonin agonists, initiated a few days before the expected onset of menstruation, and with nonsteroidal anti-inflammatory drugs or triptans for breakthrough headaches. During pregnancy, migraines often subside because of stable hormone levels, whereas perimenopause can exacerbate symptoms. Breastfeeding may improve migraine symptoms temporarily. Hormone replacement therapy can reduce migraine frequency in women during the perimenopausal period. A tailored, individualized approach is essential for effective management of migraines in women.NEW & NOTEWORTHY Recent advances in migraine research have deepened understanding of its complex pathophysiology. Sex hormones modulate the neural pathways involved in migraine generation, and explain the higher prevalence and fluctuating pattern of migraine observed in females across different life stages. Consequently, a sex-specific, individualized therapeutic approach is recognized as essential for optimizing management of migraine in women.

偏头痛影响妇女的各个生命阶段,其频率和严重程度受卵巢激素波动的影响。偏头痛的病理生理学涉及三叉神经血管系统、脑干区域和间脑核的激活,神经递质和神经肽如5-羟色胺(5-HT)、γ -氨基丁酸(GABA)、去甲肾上腺素和降钙素基因相关肽(CGRP)在维持疼痛中起关键作用。雌激素调节这些通路,对女性偏头痛的病理生理有重要影响。经期偏头痛与雌激素消退和前列腺素释放有关,可以通过短期预防性治疗来控制,如选择性血清素激动剂,在预期月经开始前几天开始使用,非甾体抗炎药,或用于突破性头痛的曲坦类药物。在怀孕期间,由于激素水平稳定,偏头痛通常会消退,而绝经期可能会加剧症状。母乳喂养可以暂时改善偏头痛症状。激素替代疗法可以减少围绝经期妇女偏头痛的发生频率。量身定制的个性化方法对于有效管理女性偏头痛至关重要。
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引用次数: 0
Certainty-based marking in multiple-choice assessments in physiology: a web-based implementation using an AI assistant. 生理学多项选择评估中基于确定性的评分:使用人工智能助手的基于网络的实现。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-10-17 DOI: 10.1152/advan.00087.2025
Chinmay Suryavanshi, Kirtana Raghurama Nayak

Certainty-based marking (CBM) requires students to indicate their certainty levels alongside their answers. CBM has been shown to enhance self-assessment and metacognitive awareness. This study aimed to explore the implementation of CBM in multiple-choice assessments in physiology. The CBM assessment tool was developed with an artificial intelligence (AI) assistant, Claude 3.5, with prompts focused on functional rather than technical requirements. The assessment consisted of 15 multiple-choice questions (MCQs), which were administered as a pretest and posttest during a small group teaching session to first-year medical students. Following the assessment, students completed a survey to evaluate their perceptions regarding the format, knowledge-gap identification, and overall acceptability. Answers from 195 students were analyzed, and significant improvements were observed in performance measures and certainty indices from the pretest to the posttest. Most students (80.9%) found the certainty scale beneficial, and 78.3% changed their answers after reflecting on their certainty. CBM demonstrated metacognitive benefits, with 86.4% of students better recognizing their knowledge gaps and 85.8% feeling more aware of their learning progress. About 73% of students preferred the CBM format and expressed greater engagement (82.8%) than traditional MCQs. CBM implemented through a web-based platform functioned as an assessment tool and an instructional intervention that enhanced students' metacognitive awareness and self-monitoring skills in physiology education. Our study focused on a single physiology topic and showed improvements in knowledge retention and certainty calibration. However, further longitudinal studies across multiple topics are needed to determine whether students maintain these self-assessment skills over time.NEW & NOTEWORTHY To introduce certainty-based marking (CBM) to novice students, a custom web-based multiple-choice question (MCQ) test was developed with assistance from an artificial intelligence (AI) tool. This enhanced accessibility and allowed for data collection to evaluate and analyze student performance. The integration of AI in creating this assessment tool highlights the potential of technology to improve educational practices, especially in designing various assessment strategies.

基于确定性的评分(CBM)要求学生在答案旁边注明他们的确定程度。CBM已被证明可以提高自我评估和元认知意识。本研究的目的是探讨在生理学多项选择题评估中CBM的实施。CBM评估工具是由人工智能(AI)助手Claude 3.5开发的,其提示侧重于功能而不是技术要求。评估包括15道选择题(mcq),在一年级医学生的小组教学中作为前测和后测进行。在评估之后,学生们完成了一项调查,以评估他们对格式、知识差距识别和总体可接受性的看法。对195名学生的回答进行了分析,发现从测试前到测试后,成绩测量和确定性指标都有了显著的改善。大多数学生(80.9%)认为确定性量表是有益的,78.3%的学生在反思自己的确定性后改变了答案。CBM表现出元认知效益,86.4%的学生更好地认识到自己的知识差距,85.8%的学生更清楚自己的学习进展。约73%的学生更喜欢CBM形式,并且比传统mcq表现出更高的参与度(82.8%)。通过基于网络的平台实施CBM,作为一种评估工具和教学干预,在生理学教育中提高学生的元认知意识和自我监控技能。我们的研究集中在一个单一的生理学主题,并显示了知识保留和确定性校准的改进。然而,需要跨多个主题的进一步纵向研究来确定学生是否随着时间的推移保持这些自我评估技能。
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引用次数: 0
Effects of the COVID-19 pandemic on student performance in anatomy and physiology labs. 新冠肺炎疫情对学生解剖生理实验成绩的影响
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-09-26 DOI: 10.1152/advan.00163.2025
Nicholas B Pollock

Health science represents the fastest-growing industry in the United States, a trend not predicted to slow for the next decade. The high demand for health professionals is seen with courses in Anatomy and Physiology (A&P), which often have high enrollments, high diversity, and require active pedagogies, hands-on learning, diverse study techniques, and interactions with instructors and peers. In Spring 2020, however, COVID-19 caused major disruptions to everyday life around the world, forcing significant changes to academic curricula and how students were taught. Institutions were forced into all online instruction, thus eliminating hands-on experiences, altering student learning, and hindering student-student and student-instructor interactions. Now that universities are back to in-person classes, there is a great opportunity to evaluate the impacts that the COVID-19 pandemic had on student performance and learning. It is important to investigate the impacts of COVID-19 because it can provide information on how to improve pedagogies going forward, while also helping to prepare for when the next pandemic occurs. To identify and analyze the impacts of the COVID-19 pandemic on student performance and learning, this study compared student performances in A&P labs before and after COVID-19. For A&P I, practical scores and overall grades declined following the pandemic, not returning to prepandemic levels until Fall 2023 (4-5 semesters). For A&P II, practical scores and overall grades declined in the first semester following the pandemic but returned to prepandemic levels in Spring 2022 (1 semester). While this study focuses on university students and courses in a biological field, the findings can be applied to other academic fields and to students across educational levels.NEW & NOTEWORTHY It is important to investigate the impacts of COVID-19 because it can provide information on how to improve pedagogies going forward, while also helping to prepare for when the next pandemic occurs. Practical scores and overall grades declined following the pandemic for Anatomy and Physiology (A&P) I and II courses but returned to prepandemic levels significantly earlier for students in A&P II. The findings here can be applied to other academic fields and to students across educational levels.

健康科学是美国增长最快的行业,预计未来10年这一趋势不会放缓。解剖学和生理学(A&P)课程对卫生专业人员的需求很高,这些课程通常入学率高,多样性高,需要积极的教学法,动手学习,多样化的学习技巧,以及与教师和同龄人的互动。然而,在2020年春季,COVID-19对世界各地的日常生活造成了重大干扰,迫使学术课程和学生的教学方式发生重大变化。学校被迫全部采用在线教学,从而消除了实践经验,改变了学生的学习,阻碍了学生与学生以及学生与教师的互动。现在大学又恢复了面对面授课,这是一个很好的机会来评估COVID-19大流行对学生表现和学习的影响。调查COVID-19的影响非常重要,因为它可以为如何改进未来的教学提供信息,同时也有助于为下一次大流行的发生做好准备。为了确定和分析COVID-19大流行对学生成绩和学习的影响,本研究比较了COVID-19前后学生在A&P实验室的表现。A&P I的实践分数和总体成绩在大流行后有所下降,直到23年秋季(4-5个学期)才恢复到大流行前的水平。对于A&P II,实践分数和总体成绩在大流行后的第一个学期有所下降,但在1922年春季(1学期)恢复到大流行前的水平。虽然这项研究的重点是大学生和生物领域的课程,但研究结果可以应用于其他学术领域和不同教育水平的学生。
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引用次数: 0
Applying retrieval and distributed practices to enhance student learning and achievement in a university course. 在大学课程中应用检索和分布式实践来提高学生的学习和成绩。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-09-29 DOI: 10.1152/advan.00173.2025
John Dobson

Among the "desirable difficulty" (DD) strategies developed by cognitive scientists, retrieval practice and distributed practice are two of the most robust and advantageous. This study evaluated a three-component intervention to enhance student learning that consisted of instruction about the advantages of retrieval and distributed practices, encouragement of independent application of these methods, and the use of pop quizzes to facilitate retrieval and foster distributed studying. Student exam scores were compared in two sections of a university sports nutrition course that differed in only one experimentally relevant way: one received the three-component intervention (DD Strategy Group), whereas the other did not (Control Group). During the DD Strategy Group's first class meeting, the instructor gave the students a 30-minute tutorial in which he introduced retrieval and distributed practices and then summarized the evidence demonstrating the learning advantages of each. The DD Strategy Group also completed 10 pop retrieval quizzes during the semester, each of which consisted of three to five short-answer questions and took roughly 10 min to complete. A multivariate ANOVA with follow up t tests revealed that the DD Strategy Group outscored the Control Group on course exam 1 (t45 = 2.50, P = 0.02, d = 0.8), exam 2 (t45 = 3.35, P < 0.001, d = 1.0), exam 3 (t45 = 4.38, P < 0.001, d = 1.3), and exam 4 (t45 = 4.33, P < 0.001, d = 1.3). In summary, the DD Strategy improved exam performance by nearly 16%, making it a practical and effective way to enhance student learning.NEW & NOTEWORTHY A three-component strategy that included educating students about the counterintuitive benefits of retrieval and distributed practices, encouraging independent application of these methods, and utilizing pop quizzes to facilitate retrieval and foster distributed studying habits resulted in significant increases in student exam performance in a university course.

在认知科学家提出的“理想难度”策略中,检索练习和分布练习是两种最稳健和最有利的策略。本研究评估了一种三要素干预,以提高学生的学习,包括关于检索和分布式实践的优势的指导,鼓励这些方法的独立应用,以及使用突击测验来促进检索和促进分布式学习。在大学运动营养课程的两个部分中比较学生的考试成绩,这两个部分只有一个实验相关的方式不同:一个接受三成分干预(DD策略组),而另一个没有(对照组)。在DD战略小组的第一次班会上,老师给学生们做了30分钟的辅导,介绍了检索和分布式实践,然后总结了证明每种学习优势的证据。DD策略组在学期中还完成了10个流行检索测验,每个测验由3-5个简短答案组成,大约需要10分钟才能完成。经跟踪t检验的方差分析显示,DD策略组在课程考试1 (t45 = 2.50, P = 0.02, d = 0.8)、考试2 (t45 = 3.35, P < 0.001, d = 1.0)、考试3 (t45 = 4.38, P < 0.001, d = 1.3)和考试4 (t45 = 4.33, P < 0.001, d = 1.3)上得分高于对照组。总之,DD策略使考试成绩提高了近16%,使其成为提高学生学习的实用有效方法。
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引用次数: 0
How to get physiologically relevant data with students using Lumbriculus variegatus. 如何与学生一起使用曲束获取生理相关数据。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-08-25 DOI: 10.1152/advan.00084.2025
Aidan Seeley, Laura F Corns, James L Rouse, Nicholas S Freestone

The decline of in vivo teaching in higher education has resulted in graduates lacking essential experimental skills. To address this gap, we present an easy and cost-effective practical class using the emerging invertebrate model organism Lumbriculus variegatus as an additional in vivo model for education. This practical class enables students to observe the effects of pharmacologically active compounds on the stereotypical behaviors of body reversal and helical swimming in L. variegatus through tactile stimulation. During this class, students will conduct drug dilution calculations, administer test compounds, and conduct an in vivo behavioral experiment. Results from this class demonstrate drug effects in vivo and enable students to observe reversible or irreversible behavioral effects, depending on the compound tested. This class demonstrates L. variegatus as a model for hands-on in vivo teaching, providing students with critical laboratory experience without the need for vertebrate or higher-order mammal models. Furthermore, the approach outlined here is scalable and an adaptable teaching methodology that enhances student engagement with in vivo teaching without costly equipment or complex animal husbandry.NEW & NOTEWORTHY There are increasing societal expectations that the extent of experimentation using animals is reduced in both research and educational fields. This leaves educators and researchers with a problem: how to foster the development of skills and advances in knowledge in future generations? This article seeks to address this problem by providing clear examples of an experimental model that can be used to study fundamental physiological and pharmacological processes using the invertebrate organism Lumbriculus variegatus.

高等教育中活体教学的减少导致毕业生缺乏必要的实验技能。为了解决这一差距,我们提出了一个简单且具有成本效益的实用课程,使用新兴的无脊椎模式生物,斑纹蚓,作为额外的活体模型进行教育。本实用课程使学生能够通过触觉刺激观察药理活性化合物对异门l.s身体翻转和螺旋游动的典型行为的影响。在本课程中,学生将进行药物稀释计算,管理测试化合物,并进行体内行为实验。本课程的结果展示了药物在体内的作用,并使学生能够观察到可逆或不可逆的行为效应,这取决于所测试的化合物。本课程展示了异门L.作为动手活体教学的模型,为学生提供关键的实验室经验,而不需要脊椎动物或高阶哺乳动物模型。此外,这里概述的方法是可扩展的和适应性强的教学方法,可以提高学生参与体内教学,而无需昂贵的设备或复杂的畜牧业。
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引用次数: 0
How to obtain physiologically relevant cardiovascular data with students using chick embryo ventricular cardiomyocytes. 如何利用鸡胚心室心肌细胞获得与学生心血管生理相关的数据。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-09-08 DOI: 10.1152/advan.00215.2024
Nicholas S Freestone, Laura F Corns, James L Rouse, Aidan Seeley

The chick embryo ventricular cardiomyocyte model provides students easy access to experiments involving fundamental features of cardiac cell physiology and pharmacology. With standard physiology teaching laboratories and basic cell culture equipment, spontaneously beating colonies of electrically connected cardiomyocytes can be obtained by the students themselves. Students learn aseptic techniques and cell culture alongside experiments illustrating, at the simplest level of experimentation, how beating rate can be altered physiologically or pharmacologically. In the typical course of the type of experiments presented here, students first observe the effect of temperature (beating rates decline to a third going from 37°C to room temperature; e.g., to 40 from 130 beats/min) and media change (beating rates increase up to 50%) before moving on to the pharmacological characterization of various receptors in these cells. Most obviously, in the cardiac cell context, this involves drugs acting on β-adrenoceptor subtypes. Students can obtain predictable dose-dependent increases in beating rates (up to maximal 100% increases in beating rate; from ∼100 to 200 beats/min typically) with the addition of stimulatory β-adrenoceptor agonists (e.g., isoproterenol) but also observe dose-dependent decreases in beating rate with β3-adrenoceptor agonists (reducing beating rate by up to a third). Consequently, "classical" log dose-response curves can be obtained in the "real world," enhancing student understanding of fundamental mechanisms of drug action. Although these experiments focus on physiological and pharmacological techniques, the model can be extended to encompass biochemical or molecular biological studies in terms of intracellular signaling systems activated and protein expression patterns.NEW & NOTEWORTHY Many in today's societies see the use of animals for experimentation and education as unnecessary and even immoral. There is nevertheless a need to investigate the fundamental physiological principles underlying life itself, and students need to be trained in these principles for the wider benefit of humanity and the planet. This article provides an ethical alternative to the traditional models used in the study of cardiac physiology to train the next generation of physiologists.

鸡胚心室心肌细胞模型为学生提供了涉及心脏细胞生理学和药理学基本特征的实验。利用标准的生理学教学实验室和基本的细胞培养设备,学生可以自己获得自发跳动的电连接心肌细胞菌落。学生将学习无菌技术和细胞培养,并通过最简单的实验说明如何从生理或药理学上改变心率。在这类实验的典型过程中,学生首先观察,温度的影响(从37°C到室温)下降到三分之一;从每分钟130次心跳增加到40次)和介质变化(心跳率增加到50%),然后再讨论这些细胞中各种受体的药理学特征。最明显的是,在心脏细胞的情况下,这涉及到作用于β-肾上腺素能受体亚型的药物。通过添加刺激β-肾上腺素能受体激动剂(例如:β-肾上腺素能受体激动剂),学生可以获得可预测的心跳频率剂量依赖性增加(心跳频率最大增加100%;通常从每分钟~100次到200次)。异丙肾上腺素),但也观察到β3-肾上腺素受体激动剂的心跳速率降低(心跳速率降低多达三分之一)。因此,可以在“真实世界”中获得“经典”对数剂量-反应曲线,增强学生对药物作用基本机制的理解。虽然这些实验侧重于生理和药理学技术,但该模型可以扩展到包括细胞内信号系统激活和蛋白质表达模式方面的生化或分子生物学研究。
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引用次数: 0
Cosmosis: a metaphorical bridge connecting the metaphysical cosmos and physiological osmosis. 宇宙论:连接形而上宇宙与生理渗透的隐喻桥梁。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-09-10 DOI: 10.1152/advan.00141.2025
Seshadri Reddy Varikasuvu

In this article, "Cosmosis" introduces a newly coined metaphorical term that illustrates conceptual parallels between the physiological process of osmosis and the expansive dynamics of the cosmos. Designed as an interdisciplinary teaching framework, Cosmosis provides a novel way to link cellular homeostasis with cosmological principles such as entropy, space-time curvature, and dark energy. By drawing on core physiological terms such as concentration gradients, osmotic pressure, aquaporins, and membrane selectivity, Cosmosis offers an analogy that may spark curiosity, support integrative thinking, and encourage cross-disciplinary dialogue in physiology and biochemistry education.NEW & NOTEWORTHY Cosmosis presents a novel metaphor linking physiological osmosis with cosmic expansion. By integrating concepts from thermodynamics, membrane transport, and cosmology, the model equips educators with a tool to make abstract physiological and universal processes more engaging. This cross-disciplinary framework enriches physiology and biochemistry education by reinforcing shared physical principles and encouraging a unified view of the cellular and cosmic realms.

在这篇文章中,“宇宙”引入了一个新创造的隐喻术语,说明了渗透的生理过程和宇宙的膨胀动力学之间概念上的相似之处。作为一个跨学科的教学框架,宇宙论提供了一种将细胞稳态与熵、时空曲率和暗能量等宇宙学原理联系起来的新方法。通过引用核心生理学术语,如浓度梯度、渗透压、水通道蛋白和膜选择性,Cosmosis提供了一个类比,可以激发好奇心,支持综合思考,并鼓励生理学和生物化学教育中的跨学科对话。
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引用次数: 0
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
Redesigning medical education: inclusive strategies for nontraditional medical students in flipped classrooms and integrated curricula. 重新设计医学教育:翻转课堂与整合课程中非传统医学生的包容性策略。
IF 1.7 4区 教育学 Q2 EDUCATION, SCIENTIFIC DISCIPLINES Pub Date : 2025-12-01 Epub Date: 2025-08-11 DOI: 10.1152/advan.00076.2025
Cesar Barrabi

Medical education has undergone major reforms with integrated and flipped curricula aiming to enhance active learning and clinical relevance. However, these models often assume a uniform learner profile, potentially disadvantaging nontraditional medical students (NTMSs) who bring diverse backgrounds, experiences, and challenges. This paper explores who NTMSs are, how curricular design impacts their learning, and what targeted strategies support their success. Reviewing current literature, we highlight the importance of flexible pacing, mentorship, recognition of varied strengths, and pipeline initiatives tailored to NTMSs. Examples from physiology education illustrate how integration and active learning can be structured inclusively. We also present institutional models providing practical accommodations and representation for NTMSs. Together, these insights offer a framework for medical schools to foster equity and inclusion, ensuring diverse learners thrive and contribute fully to the healthcare workforce.NEW & NOTEWORTHY This article explores inclusive strategies for teaching nontraditional medical students (NTMSs) in modern medical curricula. It highlights how flipped classrooms, integrated curricula, and institutional models can support diverse learners through structured, active, and clinically relevant approaches. Drawing on recent literature and physiology-focused examples, the article offers practical, evidence-based insights for designing learning environments that promote equity, engagement, and academic success for students with varied backgrounds, life experiences, and educational pathways.

医学教育经历了重大改革,整合和翻转课程旨在加强主动学习和临床相关性。然而,这些模式通常假设一个统一的学习者概况,潜在地不利于非传统医学学生(NTMS)谁带来不同的背景,经验和挑战。本文探讨了NTMS是谁,课程设计如何影响他们的学习,以及哪些有针对性的策略支持他们的成功。回顾目前的文献,我们强调了灵活的节奏、指导、对各种优势的认可以及针对NTMS量身定制的管道计划的重要性。生理学教育的例子说明了如何以包容的方式构建整合和主动学习。我们还提出了为NTMS提供实际便利和代表性的制度模型。总之,这些见解为医学院提供了一个框架,以促进公平和包容,确保多样化的学习者茁壮成长,并为医疗保健队伍做出充分贡献。
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Advances in Physiology Education
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