{"title":"Modern physics courses: Understanding the content taught in the U.S","authors":"Alexis Buzzell, Ramón Barthelemy, Tim Atherton","doi":"arxiv-2407.15951","DOIUrl":"https://doi.org/arxiv-2407.15951","url":null,"abstract":"The modern physics course is a crucial gateway for physics majors,\u0000introducing concepts beyond the scope of K-12 education. Despite its\u0000significance, content varies widely among institutions. This study analyzes 167\u0000modern physics syllabi from 127 US research intensive institutions, employing\u0000emergent coding using both human and Natural Language Processing methods from\u0000public sources (51.5%) and private correspondence (48.5%). Public course\u0000catalogs were consulted to identify pre- and co-requisites, with 37.1% of\u0000students having completed calculus II. Foundational topics like Newtonian\u0000mechanics (94%), electricity and magnetism (84.4%), and waves or optics (77.2%)\u0000were frequently required. Quantum physics (94%), atomic physics (83%), and\u0000relativity (70%) were most commonly taught. The study highlights the lack of\u0000uniformity in modern physics curricula, emphasizing the importance of a\u0000consistent and comprehensive education for physics majors across universities.\u0000This insight contributes to the ongoing discourse on optimizing physics\u0000education in higher education.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Quantum mechanics curriculum in the US: Quantifying the instructional time, content taught, and paradigms used","authors":"Alexis Buzzell, Ramón Barthelemy, Tim Atherton","doi":"arxiv-2407.15977","DOIUrl":"https://doi.org/arxiv-2407.15977","url":null,"abstract":"Quantum mechanics is an integral course for physics students. An\u0000understanding of quantum concepts is imperative for enrollment in physics\u0000graduate programs, participating in research within physics-fields, and\u0000employment at companies developing quantum technologies. This study analyzes\u0000188 US research intensive institutions' course catalogs to determine the role\u0000and volume of quantum mechanics in their undergraduate physics programs. All of\u0000the institutions required one course on quantum concepts, 92% required two\u0000courses, and half required three. For institutions with complete class data\u0000(n=56), the quantum curriculum was analyzed using course syllabi. The mean\u0000number of classroom hours spent on quantum concepts was found to be 63.5 hours\u0000with a standard deviation of 28.1 hours. The most commonly taught themes in the\u0000quantum curriculum were the Schr{\"o}dinger equation and three-dimensional\u0000quantum mechanics. However, the Stern-Gerlach Experiment was only included in\u000028% of the course outlines. Despite current efforts to promote a spin-first\u0000approach, this study found the traditional position-first approaches were still\u0000more common as they were used by 73.7% of instructors.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"38 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773362","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparing student performance on a multi-attempt asynchronous assessment to a single-attempt synchronous assessment in introductory level physics","authors":"Emily Frederick, Zhongzhou Chen","doi":"arxiv-2407.15257","DOIUrl":"https://doi.org/arxiv-2407.15257","url":null,"abstract":"The current paper examines the possibility of replacing conventional\u0000synchronous single-attempt exam with more flexible and accessible multi-attempt\u0000asynchronous assessments in introductory-level physics by using large\u0000isomorphic problem banks. We compared student's performance on both numeric and\u0000conceptual problems administered on a multi-attempt, asynchronous quiz to their\u0000performance on isomorphic problems administered on a subsequent single-attempt,\u0000synchronous exam. We computed the phi coefficient and the McNemar's test\u0000statistic for the correlation matrix between paired problems on both\u0000assessments as a function of the number of attempts considered on the quiz. We\u0000found that for the conceptual problems, a multi-attempt quiz with five allowed\u0000attempts could potentially replace similar problems on a single-attempt exam,\u0000while there was a much weaker association for the numerical questions beyond\u0000two quiz attempts.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"36 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Achieving Human Level Partial Credit Grading of Written Responses to Physics Conceptual Question using GPT-3.5 with Only Prompt Engineering","authors":"Zhongzhou Chen, Tong Wan","doi":"arxiv-2407.15251","DOIUrl":"https://doi.org/arxiv-2407.15251","url":null,"abstract":"Large language modules (LLMs) have great potential for auto-grading student\u0000written responses to physics problems due to their capacity to process and\u0000generate natural language. In this explorative study, we use a prompt\u0000engineering technique, which we name \"scaffolded chain of thought (COT)\", to\u0000instruct GPT-3.5 to grade student written responses to a physics conceptual\u0000question. Compared to common COT prompting, scaffolded COT prompts GPT-3.5 to\u0000explicitly compare student responses to a detailed, well-explained rubric\u0000before generating the grading outcome. We show that when compared to human\u0000raters, the grading accuracy of GPT-3.5 using scaffolded COT is 20% - 30%\u0000higher than conventional COT. The level of agreement between AI and human\u0000raters can reach 70% - 80%, comparable to the level between two human raters.\u0000This shows promise that an LLM-based AI grader can achieve human-level grading\u0000accuracy on a physics conceptual problem using prompt engineering techniques\u0000alone.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"245 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"VirtualRelativity: An Interactive Simulation of the Special Theory of Relativity in Virtual Reality","authors":"Alberto Boffi, Ezio Puppin, Maurizio Contran","doi":"arxiv-2408.01442","DOIUrl":"https://doi.org/arxiv-2408.01442","url":null,"abstract":"The Special Theory of Relativity, introduced by Albert Einstein in the early\u000020th century, marked a radical shift in our understanding of space and time.\u0000Nevertheless, the theory's non-intuitive implications continue to pose\u0000conceptual challenges for novice physicists. In this thesis, we propose a\u0000virtual reality solution based on the development of a Unity package capable of\u0000simulating the effects of relativity in a digital environment. The current\u0000implementation includes the representation of space contraction, time dilation\u0000and relativistic Doppler effect. The primary focus lies in the accurate\u0000representation of relativistic laws, as well as in computational efficiency and\u0000in the modeling of a user interface specifically crafted to enhance\u0000understanding and interactivity. The package significantly reduces developer\u0000workload through a streamlined API, enabling maximum freedom in the development\u0000of virtual scenarios. Design goals are validated by a testing phase conducted\u0000through dedicated probe scenes. To showcase the potential of this work, we also\u0000present the deployment of a VR application built on top of the package, that\u0000transports users in experiencing relativistic effects in real-life scenarios.\u0000The application is scheduled to be used by Master's students in Physical\u0000Engineering at Politecnico di Milano. In the meanwhile, other educational areas\u0000of expansion are being considered, suggesting a promising future in the\u0000direction of this work.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"130 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Group Theory in Physics: An Introduction with Mathematica","authors":"Balasubramanian Ananthanarayan, Souradeep Das, Amitabha Lahiri, Suhas Sheikh, Sarthak Talukdar","doi":"arxiv-2408.01441","DOIUrl":"https://doi.org/arxiv-2408.01441","url":null,"abstract":"Group Theory has become an invaluable tool in the physics community. Despite\u0000numerous introductory books, the subject remains challenging for beginners.\u0000Mathematica has emerged as a popular tool for research and education, offering\u0000various packages and built-in tools for Group Theory. However, these resources\u0000are often too scattered for effective educational use. This work aims to\u0000provide a comprehensive source to help beginning students grasp Group Theory\u0000concepts and their applications from a physicist's perspective, while also\u0000building familiarity with symbolic language. We present several example\u0000notebooks that succinctly cover well-known theories and demonstrate specific\u0000concepts, which can be easily adapted for educational purposes. We provide\u0000basic examples on finite, compact and non-compact groups, and motivate the use\u0000of these concepts in solving physics problems such as addition of angular\u0000momenta, modelling a system of qubits and the description of spacetime\u0000transformations.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michael B. Bennett, Joan É. Arrow, Sasha Novack, Noah D. Finkelstein
{"title":"Investigating Student Participation in Quantum Workforce Initiatives","authors":"Michael B. Bennett, Joan É. Arrow, Sasha Novack, Noah D. Finkelstein","doi":"arxiv-2407.14698","DOIUrl":"https://doi.org/arxiv-2407.14698","url":null,"abstract":"As the focus of quantum science shifts from basic research to development and\u0000implementation of applied quantum technology, calls for a robust, diverse\u0000quantum workforce have increased. However, little research has been done on the\u0000design and impact on participants of workforce preparation efforts outside of\u0000R1 contexts. In order to begin to answer the question of how program design can\u0000or should attend to the needs and interests of diverse groups of students, we\u0000performed interviews with students from two Colorado-based quantum\u0000education/workforce development programs, one in an undergraduate R1 setting\u0000and one in a distributed community setting and serving students largely from\u0000two-year colleges. Through analysis of these interviews, we were able to\u0000highlight differences between the student populations in the two programs in\u0000terms of participation goals, prior and general awareness of quantum science,\u0000and career interest and framing of career trajectories. While both groups of\u0000students reported benefits from program participation, we highlight the ways in\u0000which students' different needs and contexts have informed divergent\u0000development of the two programs, framing contextual design of quantum education\u0000and workforce efforts as an issue of equity and representation for the\u0000burgeoning quantum workforce.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141773431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Min Xia, Zhu Su, Weibing Deng, Xiumei Feng, Benwei Zhang
{"title":"How to quantify an examination? Evidence from physics examinations via complex networks","authors":"Min Xia, Zhu Su, Weibing Deng, Xiumei Feng, Benwei Zhang","doi":"arxiv-2407.13161","DOIUrl":"https://doi.org/arxiv-2407.13161","url":null,"abstract":"Given the untapped potential for continuous improvement of examinations,\u0000quantitative investigations of examinations could guide efforts to considerably\u0000improve learning efficiency and evaluation and thus greatly help both learners\u0000and educators. However, there is a general lack of quantitative methods for\u0000investigating examinations. To address this gap, we propose a new metric via\u0000complex networks; i.e., the knowledge point network (KPN) of an examination is\u0000constructed by representing the knowledge points (concepts, laws, etc.) as\u0000nodes and adding links when these points appear in the same question. Then, the\u0000topological quantities of KPNs, such as degree, centrality, and community, can\u0000be employed to systematically explore the structural properties and evolution\u0000of examinations. In this work, 35 physics examinations from the NCEE\u0000examination spanning from 2006 to 2020 were investigated as an evidence. We\u0000found that the constructed KPNs are scale-free networks that show strong\u0000assortativity and small-world effects in most cases. The communities within the\u0000KPNs are obvious, and the key nodes are mainly related to mechanics and\u0000electromagnetism. Different question types are related to specific knowledge\u0000points, leading to noticeable structural variations in KPNs. Moreover, changes\u0000in the KPN topology between examinations administered in different years may\u0000offer insights guiding college entrance examination reforms. Based on\u0000topological quantities such as the average degree, network density, average\u0000clustering coefficient, and network transitivity, the Fd is proposed to\u0000evaluate examination difficulty. All the above results show that our approach\u0000can comprehensively quantify the knowledge structures and examination\u0000characteristics. These networks may elucidate comprehensive examination\u0000knowledge graphs for educators and guide improvements in teaching.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"21 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141737087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How the physics culture shapes the experiences of undergraduate women physics majors: A comparative case study of three physics departments","authors":"Lisabeth Marie Santana, Chandralekha Singh","doi":"arxiv-2407.12995","DOIUrl":"https://doi.org/arxiv-2407.12995","url":null,"abstract":"We present comparative case study of three physics department culture from\u0000different institutions using the experiences undergraduate women. The three\u0000studies conducted in the United States include Johnson's 2020 study in a small\u0000physics department at a small predominantly White liberal arts college, Santana\u0000and Singh's 2023 study at a large predominantly White research institution, and\u0000Santana and Singh's 2024 study in a medium-sized physics department at a small\u0000predominantly White private liberal arts college. Using synergistic frameworks\u0000such as Standpoint Theory, Domains of Power, and the Holistic Ecosystem for\u0000Learning Physics in an Inclusive and Equitable Environment and reflections from\u0000undergraduate women, we aim to understand how those in the position of power,\u0000e.g., instructors, have important roles in establishing and maintaining safe,\u0000equitable, and inclusive environments for undergraduate students. Their\u0000accounts help us contrast the experiences of undergraduate women in physics\u0000departments with very different cultures. This comparative analysis is\u0000especially important for reflecting upon what can be done to improve the\u0000physics culture so that historically marginalized students such as women and\u0000ethnic and racial minority students in physics feel supported and thrive. In\u0000particular, this comparative case study can be invaluable to understand the\u0000positive and negative aspects of the physics culture as they impact\u0000undergraduate women majoring in physics within these three departments. This\u0000analysis can help other physics departments contemplate strategies to improve\u0000the physics culture so that all undergraduate physics majors have validating\u0000experiences while navigating their physics journey regardless of their\u0000identities.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"21 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141737296","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Hands-on STEM Learning Experiences using Digital Technologies","authors":"Gaia Fior, Carlo Fonda, Enrique Canessa","doi":"arxiv-2408.00781","DOIUrl":"https://doi.org/arxiv-2408.00781","url":null,"abstract":"The facilitation of STEM education can be enhanced by the provision of\u0000opportunities for learners to gain a better understanding of science through\u0000the utilization of tangible and visual examples. The objective of this work is\u0000to present an account of our experiences and activities carried out in Italian\u0000schools with this novel approach. The selection of projects and experiences\u0000discussed --in which students develop a range of core competencies such as\u0000collaboration, creativity, critical thinking, experimentation, prototyping,\u0000communication and problem-solving; include tangible complex 3D printed\u0000structures, large micro-controller board replicas and the visualization of wind\u0000dynamics and tiny invisible elementary particles among others. These hands-on\u0000experiences demonstrate the benefits on the use of digital fabrication\u0000technologies implemented within a FabLab for STEM learning.","PeriodicalId":501565,"journal":{"name":"arXiv - PHYS - Physics Education","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141933904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}