This laboratory experiment was divided into four parts. In the first part, students evaluate previously published data and check their normality using histograms, Q-Q plots, the Shapiro-Wilk test, and boxplots. In the second part, two different groups were compared. First, data normality and homoskedasticity were checked by using the Shapiro-Wilk…

Structural equation modeling (SEM) is widely used in behavioral, social, and education research. Drawing publication-ready path diagrams for SEM is not a pleasant task with the existing software. The article introduces an open-source web-based graphical application, "semdiag," for drawing WYSIWYG SEM path diagrams interactively. The…

The pharmaceutical industry relies heavily on analytical techniques for identifying and characterizing drug compounds. In this experiment, undergraduate pharmacy students explored the applications of near-infrared spectroscopy for pharmaceutical analysis and its potential for identifying patterns and relationships among pharmaceutical samples. In…

A TeachMeet is an informal gathering arranged by teachers to share and discuss practice with peers in a social setting. This paper focuses on reporting one fundamental finding of an in-depth exploration of TeachMeet, relating to the characteristics of the events; other findings are reported independently. TeachMeet originated in 2006, adopting…

Chemistry is increasingly data centric and the undergraduate curriculum needs to adjust to keep up. To address this, we created the "Air Quality Activity," a new first-year undergraduate activity where students use Microsoft Excel to analyze a unique subset of atmospheric ozone (O[subscript 3]) and nitrogen dioxide (NO[subscript 2])…

Classroom sensing systems can capture data on teacher-student behaviours and interactions at a scale far greater than human observers can. These data, translated to multi-modal analytics, can provide meaningful insights to educational stakeholders. However, complex data can be difficult to make sense of. In addition, analyses done on these data…

Despite huge investments in Ghanaian universities for e-learning education, there exist lecturers who struggle with the adoption and use of open-source Learning Management Systems (LMSs) in teaching. The purpose of this study was to investigate the dominant drivers of the adoption and usage of LMS by faculty to enhance e-learning education in…

This paper describes the design, construction, and use of an open-source hardware and software tool intended to help Anatomy and Physiology students test their knowledge of muscle actions and joint movements. Orientation sensors are attached to a model skeleton to turn the skeleton into an interactive, physical model for teaching limb movements. A…

Monte Carlo simulation is a useful tool for researchers to estimated accuracy of a statistical model. It is usually used for investigating parameter estimation procedure or violation of assumption for some given conditions. To run a simulation either the paid software or open source but free program such as R is need to be used. For that,…

A wide variety of modern chess software products is available to the modern professional and amateur chess players alike, helping them improve their chess skills and prepare for online and traditional tournaments. These products include chess user interfaces (UIs), traditional Alpha-Beta (AB) and emergent Neural Network (NN) chess engines, game…

Text comprehension is an essential skill in today's information-rich world, and self-explanation practice helps students improve their understanding of complex texts. This study was centered on leveraging open-source Large Language Models (LLMs), specifically FLAN-T5, to automatically assess the comprehension strategies employed by readers while…

Fourth- and fifth-year pharmacy students attending integrated pharmacotherapy courses at Princess Nourah bint Abdulrahman University completed a medicinal chemistry assignment using computer-based technology. This written assignment encompassed multiple components requiring the use of free online resources to study and illustrate several stages of…

Caregivers (i.e., parents and members of a child's caring community) are underappreciated stakeholders in learning analytics. Although caregiver involvement can enhance student academic outcomes, many obstacles hinder involvement, most notably knowledge gaps with respect to modern school curricula. An emerging topic of interest in learning…

Statistical software is commonly used in undergraduate social sciences statistics courses. Due to the increase in online/hybrid courses and the cost of SPSS, instructors may wish to switch to another statistical software. We cover seven programs: Excel, Google Sheets, jamovi, JASP, PSPP, R, and SOFA. We compare programs using the following…

The Smart Education of China, a large education data platform for the aggregation and application of high-quality educational resources, is vital for China to stimulate the balanced development of education and to reduce students' learning burden. This study focuses on the long-term mechanism of the Smart Education of China, adopting TOE framework…