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Designing and Assessing Authentic Software Development Projects in Undergraduate Computing Education 计算机本科教育中软件开发项目的设计与评估
C. Hundhausen, Phill Conrad, Olusola O. Adesope
Team software development projects are a crucial component of undergraduate computing education. Studies of software developers in industry underscore the need for undergraduates to acquire authentic software development experiences in which they contribute to legacy code bases within collaborative software development contexts. Despite their clear educational value, team software development projects are notoriously challenging to implement and assess. Drawing on experience and relevant research results, this Research in Practice Project Activity (RIPPA) brings together computing educators and researchers to discuss, research, and innovate approaches to designing and assessing authentic software development projects. Participants are invited to run empirical studies in their own courses in which they (a) collect subjective and objective measures of team and individual progress in software projects, and (b) explore alternative pedagogical and assessment approaches, including those supported by the use of custom learning management and data analytics tools. By the end of the RIPPA, we aim to publish one or more research papers that advance the state-of-the-art in team software project pedagogy, supporting technology, and assessment based on the results of multi-institutional research studies.
团队软件开发项目是本科计算机教育的重要组成部分。对工业软件开发人员的研究强调了本科生需要获得真正的软件开发经验,在这些经验中,他们在协作软件开发环境中为遗留代码库做出贡献。尽管它们具有明确的教育价值,但是团队软件开发项目在实现和评估方面是非常具有挑战性的。根据经验和相关的研究结果,这个实践项目研究活动(RIPPA)将计算机教育工作者和研究人员聚集在一起,讨论、研究和创新设计和评估真实软件开发项目的方法。参与者被邀请在他们自己的课程中进行实证研究,其中他们(a)收集团队和个人在软件项目中的进展的主观和客观度量,以及(b)探索替代的教学和评估方法,包括使用定制学习管理和数据分析工具的方法。在RIPPA结束时,我们的目标是发表一篇或多篇研究论文,这些论文将在团队软件项目教学、支持技术和基于多机构研究结果的评估方面取得进展。
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引用次数: 0
Enhancing UK Computing Education Research Infrastructure with Doctoral Consortia 通过博士联盟加强英国计算机教育研究基础设施
Joseph Maguire, S. Fincher, Q. Cutts, Rosanne English
The research infrastructure of a mature discipline includes many components, one of which is the steady production of PhD graduates. In a young discipline such as computing education, there are relatively few supervisors and students, supervisory norms have not matured and networking between students and with other researchers is challenging. In such a context, the development of a doctoral consortium (DC) is particularly important. This editorial captures the need to provide a regular DC for the UK computing education research community, and directions for development.
一个成熟学科的研究基础设施包括许多组成部分,其中之一是博士研究生的稳定生产。在计算机教育这样一个年轻的学科中,导师和学生相对较少,管理规范还不成熟,学生之间以及与其他研究人员之间的网络是具有挑战性的。在这样的背景下,博士联盟(DC)的发展尤为重要。这篇社论抓住了为英国计算机教育研究社区提供定期数据中心的需要,以及发展方向。
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引用次数: 1
The Influence of Foreign Language Classroom Anxiety on Academic Performance in English-based CS1 Courses 外语课堂焦虑对英语基础CS1课程学习成绩的影响
Suad Alaofi, Seán Russell
The use of the English language as a medium of instruction is becoming the norm in many higher education institutions around the world. This means all subjects, especially in science disciplines, are taught in English regardless of the native language of the students. For decades research has highlighted the negative impact that foreign language classroom anxiety can have on students’ academic performance in foreign language classes. However, research on the effect of this type of anxiety on the students’ academic performance in other classes is still limited. This research investigates the impact of foreign language classroom anxiety on the academic performance of non-native English-speaking students’ in CS1 courses. A total of 160 students from two universities in different countries participated in this study. The main aim is to examine the correlation between the foreign language classroom anxiety level and the students’ academic performance in assignments and final exams as well as the overall score in the CS1 courses. The results show a significant low negative impact of foreign language classroom anxiety on their academic performance in programming assignments. The research also discusses the impact of foreign language classroom anxiety based on gender and nationality. Moreover, the correlations between the students’ academic performance and six different factors related to foreign language classroom anxiety have been investigated.
在世界各地的许多高等教育机构中,使用英语作为教学媒介正在成为一种常态。这意味着所有科目,尤其是科学学科,都用英语授课,而不管学生的母语是什么。几十年来,研究一直强调外语课堂焦虑会对学生在外语课堂上的学习成绩产生负面影响。然而,关于这种焦虑对学生在其他班级学习成绩影响的研究仍然有限。本研究旨在探讨外语课堂焦虑对非英语母语学生CS1课程学习成绩的影响。共有来自不同国家的两所大学的160名学生参与了这项研究。主要目的是考察学生的外语课堂焦虑水平与作业成绩、期末考试成绩以及CS1课程总分之间的相关性。结果显示,外语课堂焦虑对编程作业的学业表现有显著的低负向影响。本研究还探讨了基于性别和国籍的外语课堂焦虑的影响。此外,本文还调查了学生学习成绩与外语课堂焦虑的六个不同因素之间的相关性。
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引用次数: 3
What makes a programming error message good? 是什么使编程错误消息是好的?
E. Santos
Programming error messages (PEMs) often prove to be troublesome for novice programmers. Guidelines to improve PEMs often lack theoretical or empirical justification. This research will establish a theoretical foundation for what makes a “good” PEM, based on existing theories that have not yet been applied to PEMs. These findings will be applied to an existing programming environment and result in empirically-validated advice for language implementers.
编程错误消息(PEMs)通常会给新手程序员带来麻烦。改善PEMs的指导方针往往缺乏理论或经验依据。这项研究将基于尚未应用于PEM的现有理论,为“好”PEM的构成奠定理论基础。这些发现将应用于现有的编程环境,并为语言实现者提供经验验证的建议。
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引用次数: 1
Formative Assessment as a Learning Method for Introductory Programming 作为入门程序设计学习方法的形成性评估
Jagadeeswaran Thangaraj
Programming language courses are essential for learning software development and different activities are used to motivate novice students to help them to learn programming languages. Formative assessment is one of the approaches for effective programming learning. It can help them for increasing recall, facilitating engagement and reinforcing programming knowledge. This research aims to study whether the formative assessment builds self-confidence of novices to the learning of programming
编程语言课程对于学习软件开发是必不可少的,并且使用不同的活动来激励新手帮助他们学习编程语言。形成性评价是有效的编程学习方法之一。它可以帮助他们增加记忆,促进参与和加强编程知识。本研究旨在探讨形成性评估是否能建立初学者对程式设计学习的自信心
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引用次数: 0
Reflections on a Global Pandemic: Capturing the Impact of COVID-19 on the UK Computer Science Education Community 反思全球大流行:捕捉COVID-19对英国计算机科学教育界的影响
T. Crick, Cathryn Knight, R. Watermeyer
From March 2020, the COVID-19 pandemic imposed “emergency remote teaching” across education globally, leading to the closure of institutions across all settings. The resulting shift to online learning, teaching and assessment (LT&A) has placed significant challenges on practitioners – both professionally and logistically, as well as more personally, especially on their health and wellbeing. Building on a wider corpus of work, specifically focusing on computer science (CS) education in the UK, this poster presents the high-level outcomes of five major empirical studies conducted over the past two years with many thousands of practitioners. We highlight widespread disciplinary concerns relating to transitioning to online working and a return to face-to-face; potential future trends for LT deprioritisation of research; and wider impact on marginalised communities within CS. These collected results offer valuable insight into the longer-term impact of COVID-19 on UK CS practitioners, especially as we start to emerge from “pandemia”, into a new post-COVID (ab)normal.
从2020年3月起,2019冠状病毒病大流行在全球范围内实施了“紧急远程教学”,导致所有机构关闭。由此产生的向在线学习、教学和评估(LT&A)的转变给从业者带来了巨大的挑战——无论是专业上还是后勤上,以及个人方面,尤其是他们的健康和福祉方面。建立在更广泛的工作语料库上,特别关注英国的计算机科学(CS)教育,这张海报上展示了过去两年中与数千名从业者进行的五项主要实证研究的高水平成果。我们强调了与过渡到在线工作和回归面对面有关的广泛的纪律问题;LT研究优先化的潜在未来趋势;并对CS内的边缘化社区产生更广泛的影响。这些收集到的结果为了解COVID-19对英国CS从业者的长期影响提供了宝贵的见解,特别是当我们开始从“大流行”走向新的后covid (ab)正常时。
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引用次数: 2
Using Machine Learning Algorithms for Analysing the Factors That Affect Pupil Engagement and Learning Outcomes in CSE 使用机器学习算法分析影响CSE学生投入和学习成果的因素
S. Albakri
Student engagement in computing science education (CSE) is crucial for student learning. However, little is known about the effects of all four student engagement dimensions on pupils’ learning outcomes in CSE. Moreover, little is known about measuring behavioural engagement (BE), cognitive engagement (CE), emotional engagement (EE), and social engagement (SE) and how to identify student engagement levels in CS classes in high schools. The study investigates the effects of BE, CE, EE, and SE on pupils’ learning outcomes in high schools’ CS classes and uses machine learning approaches to better understand and optimise the learning process and environments in which it occurs.
学生参与计算机科学教育(CSE)对学生的学习至关重要。然而,我们对CSE中所有四个学生参与维度对学生学习成果的影响知之甚少。此外,人们对行为参与(BE)、认知参与(CE)、情感参与(EE)和社会参与(SE)的测量以及如何识别高中计算机科学课程中学生的参与水平知之甚少。该研究调查了BE、CE、EE和SE对高中CS班学生学习成果的影响,并使用机器学习方法来更好地理解和优化学习过程及其发生的环境。
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引用次数: 1
Investigating the Effects of Synchronous versus Asynchronous Online Engagement on Performance of a Large Class 调查同步与异步在线参与对大班表现的影响
B. Toh, N. Buchanan
This study examined the effects of online engagement in live lectures versus offline studies on students’ performance of an undergraduate Databases module with a large class size of over 400 students. We have discovered that attendance at synchronous (live) online-lectures has very little correlation to students’ performance. Our view is that the change to online learning has caused a considerable shift in study habits. In fact, a significant number of students who had hardly attended any live online-lectures still performed extremely well in the summative assessments, indicating that they were still engaging asynchronously.
本研究考察了在线参与现场讲座与离线学习对学生在一个400多名学生的大班数据库模块中的表现的影响。我们发现,同步(实时)在线讲座的出勤率与学生的表现几乎没有关联。我们的观点是,在线学习的改变导致了学习习惯的巨大转变。事实上,相当一部分几乎没有参加过任何在线直播讲座的学生在总结性评估中仍然表现得非常好,这表明他们仍然是异步参与的。
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引用次数: 0
What can we learn from recommendations of early-career engineers? Assessing computing and software engineering education using a career monitoring survey 我们能从早期职业工程师的推荐中学到什么?利用职业监测调查评估计算机和软件工程教育
Timo Hynninen, Antti Knutas, M. Hujala
This paper presents an analysis of the skills and professional competencies that recent graduates from computing and software engineering programmes recommend for current students. Previous studies have not investigated the viewpoints of early-career engineers, and the current study addresses this research gap. The data used in this study comes from nationwide career monitoring surveys for former university students who graduated five years earlier. We analyzed the responses to questions about the skills and competencies needed in the software or computing jobs and compared them with the satisfaction and career paths of the respondents. According to the results, three types of skills and competencies are paramount: Soft skills in general, programming skills, and the practical experience gained during university studies. A logistic regression analysis revealed that soft skills are recommended by those who are most satisfied with their careers. Practical skills are more likely to be recommended if the respondent is less satisfied with their studies. Based on the findings, we concluded that the responses from the career monitoring survey could be used as an indicator of how well studies prepare graduates for the industry.
本文分析了计算机和软件工程专业的应届毕业生为当前学生推荐的技能和专业能力。以前的研究没有调查早期职业工程师的观点,而当前的研究填补了这一研究空白。这项研究中使用的数据来自全国范围内对提前五年毕业的大学生的职业监测调查。我们分析了对软件或计算机工作所需的技能和能力问题的回答,并将其与受访者的满意度和职业道路进行了比较。根据结果,三种类型的技能和能力是最重要的:一般的软技能、编程技能和在大学学习期间获得的实践经验。一项逻辑回归分析显示,软技能是那些对自己的职业最满意的人推荐的。如果被调查者对他们的学习不太满意,则更有可能推荐实用技能。基于这些发现,我们得出结论,职业生涯监测调查的反馈可以作为衡量学习为毕业生进入该行业做准备程度的指标。
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引用次数: 0
See, Talk, Explain and Prepare (STEP): The First STEP for Primary Teachers in Introductory Programming 看,说,解释和准备(第一步):初级教师入门程序设计的第一步
Elizabeth Cole, Q. Cutts
This teaching and learning framework supports the transfer of primary level literacy pedagogical knowledge to the subject of computing science. Teachers apply the same rationale for using wordless picture books for reading development to the teaching of introductory programming. Children see (S), talk (T) and explain (E) visual programming animations in preparation (P) for their exposure to code (STEP).
这种教学框架支持将初级水平的识字教学知识转移到计算机科学学科。教师将使用无字图画书进行阅读开发的相同原理应用于入门程序设计的教学。孩子们看(S)、说(T)和解释(E)可视化编程动画,为他们接触代码(STEP)做准备(P)。
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引用次数: 0
期刊
Proceedings of the 2022 Conference on United Kingdom & Ireland Computing Education Research
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