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…

A public service announcement is a form of public, free-space messaging in which an individual proposes an idea with the aim to influence the public's attitude toward an exciting potential (Slater 2006). In this article, the author describes implementing this method across a wide variety of undergraduate content disciplines, including psychology,…

This study presents a structured hybrid framework integrating Design Thinking (DT), the Conceive-Design-Implement-Operate (CDIO) methodology, and Root Assessment (RA) to enhance project-based learning (PBL) in engineering education. The framework addresses limitations in conventional PBL by embedding iterative ideation, structured engineering…

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,…

Psychology majors typically conduct at least one research project during their undergraduate studies, yet these projects rarely make a scientific contribution beyond the classroom. In this study, we explored one potential reason for this--that student projects may not be aligned with best practices in the field. In other words, we wondered if…

The evaluation of student projects is a difficult task, especially when they involve both a technical and a creative component. We propose an artificial intelligence (AI)-based methodology to help in the evaluation of complex projects in engineering and computer science courses. This methodology is intended to evaluate the assessment process…

Background: Recent literature has identified students' academic well-being as an indicator of their persistence in their current study and competence development. While prior literature has focused on measuring students' academic well-being from psychological and mental health perspectives, limited studies have explored the ways in which the…

Astronomy is one of the few sciences where the data (star-light) can be seen by all. Yet, there is a disconnect between a typical undergraduate lecture and, for example, where a planet may be in the sky and how to observe it. With the advent of moderate cost, high-quality 'back-garden' astronomy, and standard computers powerful enough to produce…

Purpose: This research aims to assess and compare project-based learning (PBL) designs to deliver technopreneur in higher education, as a case student of the Industrial Engineering Department. So, it can facilitate students who play a role in facilitating the process of technological transformation so the student knows well how to solve the…

Background: This study posits that scaffolded team-based computational modeling and simulation projects can support model-based learning that can result in evidence of representational competence and regulatory skills. The study involved 116 students from a second-year thermodynamics undergraduate course organized into 24 teams, who worked on…

We describe a project implemented in the honors section of an upper-level analytical chemistry undergraduate course, in which students designed an experiment to compare the performance of two analytical techniques to determine the amount of ascorbic acid in a commercial sample. This project designed for 18 students is composed of three stages. In…

The purpose of this descriptive study was to investigate course-based undergraduate research experience (CURE) outcomes of community college students by looking at students' sense of project ownership, science self-efficacy, and science identity using an end of course survey. A total of 54 students, 41 females and 13 males, completed the survey.…

This curated collection covers a selection of PRIMUS articles published over a roughly 12-year period that focus on modeling and applications. The collection includes sections on individual projects, courses with a significant modeling component, and modeling and applications in extracurricular settings and throughout the curriculum.

A new undergraduate organic laboratory experiment has been developed and implemented for the Ugi three-component synthesis of the topical anesthetic lidocaine with excellent atom economy. Paraformaldehyde, diethylamine, and 2,6-dimethylphenyl isocyanide were combined and conveniently stirred at room temperature for a week in methanol with acetic…

Undergraduate research experience is critical to success in postgraduate research settings. The recent movement away from "cookbook" style laboratories to course-based undergraduate research experiences (CUREs) in undergraduate laboratories has allowed universities to provide inclusive research experience while bypassing the limitations…