Background and Context: Students' programming projects are often assessed on the basis of their tests as well as their implementations, most commonly using test adequacy criteria like branch coverage, or, in some cases, mutation analysis. As a result, students are implicitly encouraged to use these tools during their development process (i.e., so…

Project-based Learning (PBL) provides an effective environment for collaborative engineering design education. However, it is difficult to assess students' engagement and provide process-oriented feedback on their collaboration due to limited resources and scalability challenges. This paper presents an empirical study examining the application of…

Classroom research has demonstrated the capacity for significantly influencing student learning by engaging students in evaluation of previously submitted work as an intentional priming exercise for learning; we call this experience "Learning by Evaluating" (LbE). Expanding on current LbE research, we set forth to investigate the impact…

This study explores how undergraduate engineering students interacted with users, user proxies, and user information during engineering design curricular experiences at a Large Midwestern University. Such practices are essential to human-centered design, a prominent framework within engineering design curriculums. While human-centered design can…

Feedback on student assignments plays a crucial role in steering students toward academic success. To provide feedback more promptly and efficiently, researchers are actively exploring the use of large language models (LLMs) to automatically generate feedback on student artifacts. Although the generated feedback is highly fluent, coherent, and…

Currently, the search history in search engines is presented in a list view of some combination of enumerated results by title, URL, or search query. However, this classical list view is not ideal in collaborative search environments as it does not always assist users in understanding collaborators' search history results and the project's status.…

Contribution: Instructors are leveraging open-source software (OSS) as a way to experience authentic examples of software problems with their students. Recommender engines might assist students in selecting the right project based on metrics mined from project repositories (e.g., GitHub). This vision is realized through GitMate, a GitHub-based…

Classification, a fundamental data analytics task, has widespread applications across various academic disciplines, such as marketing, finance, sociology, psychology, education, and public health. Its versatility enables researchers to explore diverse research questions and extract valuable insights from data. Therefore, it is crucial to extend…

Sustainability education, as endorsed by the United Nations to address the economic, social, and environmental dimensions of sustainable development, poses challenges due to the extensive spatial and temporal scales of global issues. In this novel, semester-long project, "The Poo-tastic Project: A Deep Dive into Sustainable Sanitation with…

As design becomes more oriented towards strategy, services and systems, design learning is no longer something apprentices can develop only with masters' input and critique. Further, the experimentation and reflection commonly occurring inside studio-based education is insufficient. Real-world or live projects offer an alternative to learning…

Collective Intelligence (CI) is important for groups that seek to address shared problems. CI in human groups can be mediated by educational technologies. The current paper presents a framework to support design thinking in relation to CI educational technologies. Our framework is grounded in an organismic-contextualist developmental perspective…

Students may find poetry a surprisingly rich, engaging, and accessible vehicle to motivate and synthesize statistical content. We share and discuss a project and activities used in workshops or a college statistical literacy course.

The aim of this article is to provide a model for assessing service-learning projects mediated by a stakeholder approach to managing such educational pursuits. The method used for substantiating this proposal consists of matching the process of stakeholder analysis, customised for experiential learning, with the project scope and monitoring…

Final year individual projects have always been the culmination of a student's curriculum at university, requiring knowledge and skills gained over the whole course. However, with time, their scope and aim have moved from a more traditional research-oriented one to a more modular structure, where specific skills are demonstrated and assessed. This…

Background: Feedback is an essential part of the educational process as it enriches students' learning experiences, provides information about their current performance, shows them what is lacking in achieving goals, and provides guidance on the strategies needed to achieve those goals. Teachers, especially in crowded classrooms, often have…