Educational data mining (DEM) provides valuable educational information by applying data mining tools and techniques to analyze data at educational institutions. In this paper, tree-based machine learning algorithms are used to predict students' overall academic performance in their bachelor's program. The transcript data of the students in the…

We report the short- and longer-term impacts of offering a 1-credit introductory seminar to first-year chemical engineering students. Students who completed the seminar demonstrated a better awareness of the major, career opportunities, and academic success strategies than students who did not enroll in the seminar. A longer-term comparison showed…

Purpose: This research article aims to prioritize the risks associated with the implementation of the project-based learning (PBL) concept in engineering institutions and develop possible strategies for risk management. Design/methodology/approach: In this research article, various risks associated with the implementation of the PBL concept in…

Drawing on Bakhtin's (Discourse in the novel, University of Texas Press, 1981) notions of dialogism and appropriation, this case study explored how a 5-year-old Latina named Lucia negotiated the gender discourses involved in designing and building robots. The study findings revealed that Lucia performed her gender by appropriating different gender…

We analyse the predictive power of learning strategies for engineering students' performance in mathematics. Learning strategies play an important role in self-regulated learning. Based on a new learning strategy questionnaire that takes into account the specifics of mathematical learning at universities, we investigated what were the strategies…

The rapid developments of Science and Technology call for individuals to have strong academic knowledge and creativity. Research shows that students acquire creativity after either curricular or extracurricular activities in subject matters. However, there is not much research examining students' creativity through integrative learning activities,…

Workplace expectations for engineers have changed in the 21st century due to rapid technology advances, globalization, customer centricity, and team-based design practices, which require engineering graduates to have well-developed emotional intelligence (EI) to perform at high levels in the engineering profession. To fill the gap between…

Simulator technologies have become more prominent in many educational contexts in recent years. Simulator technologies such as virtual reality (VR) exist in many forms and can be used for different purposes, including weld process training. University-level course students have previously reported using VR technology can positively contribute to a…

Contribution: This article proposes a task-driven ADDIE-Twist design model with a double-helix structure, which introduces intelligent teaching tools and lightweight collaboration platforms to design a knowledge-sharing and group collaboration model with two layers of teaching task driven and learning task driven, providing inspiration for the…

When instructors assess students' laboratory reports to appraise the underlying scientific reasoning, they disclose their own concerns, epistemological assumptions and beliefs about science. The analysis of such assessments (i.e. rubric-centred scores and corresponding justificatory comments) offer a wealth of insights that can be re-engaged in…

Purpose: Upon graduating from university, many engineers will work in new product development and/or technology adoption for continuous improvement and production optimization. These jobs require employees to be cognizant of ethical practices and implications for design. However, little engineering coursework, outside the traditional ABET…

Purpose: Available research on mobile learning all stand on the viewpoint of teachers. However, as mobile learning is learner-centric, learners' roles must be understood clearly from the learners' viewpoint, particularly considering its self-directed learning feature. It is well-known learners for self-directed learning must bear some teachers'…

Transdisciplinary learning--where students develop and apply knowledge from multiple disciplines to solve open-ended problems--is necessary to prepare students for the most pressing real-world problems. Because transdisciplinary education often requires reimagining the content and design of undergraduate science courses, it can be a challenge for…

CACAO (Chocolate Across the Curriculum and Outreach) is a vertical curriculum augmentation designed to help students across the ChE undergraduate program. The students use a chocolate-based food engineering lab to make connections between core chemical engineering topics using hands-on and project-based learning. Costs to create this component are…

The scope of the chemical engineering curriculum has increased over time with the addition of new content such as coding and sustainability. This study aimed to identify the specific career paths of 311 chemical engineering students from the University of Kentucky (Lexington and Paducah) over the past five years. We also explored job placement of…