Data Mining (DM) is one of the most offered courses in data analytics education. However, the design and delivery of DM courses present a number of challenges and issues that stem from the DM's interdisciplinary nature and the industry expectations to generate a broader range of skills from the analytics programs. In this research, we identified…

Teachers' sense of efficacy refers to the beliefs held by teachers (pre-service and practicing) for completing the tasks associated with teaching. This belief is bound by the nature of tasks which includes, but is not limited to, the content, students, and context that frame teachers' practice. In this investigation, we explored 25 pre-service…

This study aims to review and provide new perspectives for academic goal orientation. The study introduces first chronological history of goal orientation and depicts how goal orientation evolved into a new construct in learning from the discussion on motivational factors. At first, this study isolates goal orientation from motivation and provides…

Human production and consumption activities are depleting the earth's resources faster than they are being replenished. The Global Footprint network estimates "Earth Overshoot Day 2020" (the day the use of natural resources during the year crosses the regeneration capacity for the year) to be 22 August. A shift from linear to circular…

In recent decades, nationalism has emerged from the distant purview of history to become the primary driver of some of the world's biggest news. Given the prominence of nationalist conflict, students in political science increasingly study the subject with modern references in mind. This article describes the design for a timely undergraduate…

There is a severe shortage of Black scientists in the United States. Amid the recent national movement to dismantle systemic racism and racial injustices, many scientists publicly highlighted the prevalence of racist learning environments in STEM, contributing to the underrepresentation of Black students in STEM fields. Acknowledging this…

In product design, there is often a disconnect between the engineers creating the product and the marketing team determining the best characteristics for the product. The research areas of "design for market systems" and "decision-based design" seek to bridge that disconnect through quantitative approaches that facilitate…

Traditional techniques used in English pronunciation courses such as minimal-pair drills, reading out loud, and practicing isolated sounds slowly with a monotone voice have questionable effectiveness due to limited time and students' ability. This article describes a project to overcome such limitations by requiring learners to dub a short movie…

Many international students in American universities are required to take writing courses in English as a second language (ESL) before participating in a mainstream first-year composition (FYC) course. Given that the goal of ESL writing course is to prepare students for FYC course, the connection between ESL and FYC courses is significant. This…

This article describes a 6-week module course called Just Google It! that the author developed and teaches each fall semester. Students who take the course explore personal data collection by private companies, search algorithms, identify implicit bias in the results, and learn the best recommended privacy and security practices. At the end of the…

Libraries provide invaluable services and supports to members of their communities, including school communities. Those with autism spectrum disorder (ASD) can receive particular benefits from their libraries, including supports in the areas of academics, social skills, communication, technology, literacy, leisure skills, and even employment…

Professional organisations have provided recommendations for prospective elementary teachers (PTs) to engage in mathematics coursework designed for teachers. In this study, 37 syllabi obtained from instructors of these courses -- termed Mathematics Content for Elementary Teachers (MCfET) courses in this paper -- were analysed through the lens of…

Service-learning is highly praised as a successful pedagogical tool for students' learning. Benefits are attributed to students, the university, and the community. However, the literature also cautions that the benefits of service-learning are largely assumed without empirical testing, warranting a closer review of this pedagogical method. The…

This article discusses the authors' experience implementing the use of the online platform Story Maps, which allows students to create digital geographic information systems (GIS) maps of past people, places, and events and combine them with text, images, and other multimedia, in three different undergraduate history courses. The authors found…

This practice report describes a 12-week stand-alone course designed to address the challenges university students face in foreign language classes. Adopting principles of transformative language learning, course content, activities and resources were designed and implemented to dispel myths and preconceptions regarding language instruction,…