This study explores students' initial engagement with ill-structured problems before and after the introduction of engineering problem typology as a framework for problem engagement and reflection. Using problem discussions, debrief interviews, and qualitative analysis of written artifacts, we considered observed changes to students' initial…

Within creative domains in studio- and project-based education, documentation is often central to demonstrating outcomes, process, and progress. Despite much prior work into the instructional practices, technologies, and tools that support cultivating documentation practices, no prior work explores the student valuing and perception of…

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…

Contribution: This article analyzes student assessment within a computing faculty employing a full project-based learning (PBL) approach. Examining 2078 final grades across 60 classes and periods, the study reveals a significant correlation between graded self-studies, exams, and projects. This result contributes to understanding the reliability…

Problem- and project-based learning (PBL) is often highlighted as a valuable approach for addressing the need for interdisciplinarity in engineering education. However, studies indicate that applied projects in engineering education tend to be limited to a single discipline. This article presents a new project typology which can be applied in…

Contribution: This article describes efforts to improve the teaching and learning process for the digital system design course using active learning (AL) approaches in the classroom and a parallel hands-on project designed based on constructive alignment (CA). Background: The digital systems design course is an important part of Undergraduate…

System-based learning (SBL) in engineering domains integrates systems thinking and engineering principles to develop a system. In software engineering, to develop software using the DevOps process, using SBL environment, students gain a comprehensive understanding of the DevOps software development process and apply theoretical concepts to…

While project-based learning purportedly values student agency, supporting and managing this remains challenging. We conducted a design-based research study to understand how problem authenticity, and task and participant structures can contribute to students' framing agency, in which students make decisions that are consequential to their…

This paper investigates the effects of project-based teaching on students' learning. The aim of this study is to examine if incorporating mini projects in mathematics teaching can enhance students' understanding of mathematics and stimulate students' interest in mathematics. To achieve the research purpose, three pairs (or six sets) of data were…

Teaching statistics to undergraduate business students is an enduring challenge, often due to student apprehension and low understanding of relevance. The Data to Decision Project is an approach designed to address this challenge. At the onset of an introductory statistics course, fifty-two students received instruction on the Define, Collect,…

In a typical undergraduate biology curriculum, students do not dive into research until they first wade through large amounts of content. Biology courses in the first few years of the college curriculum tend to be lecture-based and exam-based courses. As a result, science students are mainly exposed to content knowledge--not the skills scientists…

This study explores the application of the Project-Based Learning with Gamification Model (PBLGM) through Visual Programming Language (VPL) to enhance digital competencies and problem-solving skills in learners. The PBLGM model integrates project-based learning and gamification techniques using Kodu Game Lab, aiming to develop essential…

This study aims to investigate the effect of the Project-based Learning (PjBL) Class Model on Chinese undergraduates' argumentative writing performance. A mixed-methods approach was employed to attain the main objective of the study. It included 50 non-English major students in the control group (25) and experimental group (25) from a Chinese…

Project-based work-integrated learning (PBWIL) is a unique type of WIL practice where students engage collaboratively on industry projects, addressing the needs of industry partners under the guidance of a teacher/educator. This complex pedagogical approach requires deep expertise from educators in securing industry partnerships, managing student…

In this paper, we describe a course project in which teams of undergraduate students propose and execute an end-to-end analytics project to solve a real-world problem. The project challenges students to implement machine learning, optimization, simulation, or a combination of these three techniques on real-world data that they collect. A…