Pedagogical methods for graduate-level statistics courses have rarely focused on the pursuit of conditional knowledge or the ability to choose which concepts/procedures are relevant given a specific research situation. However, utilization of an innovative approach called decision-based learning (DBL) not only provides students with the…

With the rise of online courses taught at the post-secondary level, instructors must make decisions on what resources and tools they implement since this can directly impact student learning (Ascough, 2011; Means et al, 2010; Simonson, 2011). Moreover, instructors have access to thousands of free resources and tool though a click of a mouse as…

The present study investigates South Korean university students' personal computer (PC) and smartphone usage patterns on an online Test of English for International Communication (TOEIC) website using learning analytics. A total of 107 students taking a "College TOEIC" course participated during one academic semester and records of their…

One of the goals for requiring all college students to take science courses is to develop critical thinking about scientific issues they will encounter as citizens, consumers, and patients. This article integrates skill development activities targeting civic scientific literacy skills in a nonscience majors (liberal arts) biochemistry course, but…

Critics of ethics education suggest that students need to learn about contextual pressures of workplace ethical decisions and develop skills to handle them. Thus, instructors are often challenged to integrate an ethics unit into organizational behavior courses in ways that complement, rather than duplicate, what may have been covered in their…

In this study, we applied decision trees (DT) to extract a compact set of pedagogical decision-making rules from an original "full" set of 3,702 Reinforcement Learning (RL)- induced rules, referred to as the DT-RL rules and Full-RL rules respectively. We then evaluated the effectiveness of the two rule sets against a baseline Random…

This study is one of a series using consistent definitions of key concepts to support analysis of changes over time. The studies are designed to explore the process by which faculty members select and use the educational materials that they employ in their courses. The most common of these is the required textbook: faculty members typically select…

This paper describes the linear algebra class I taught during Spring 2014 semester at Adelphi University. I discuss the details of how I flipped the class and incorporated elements of inquiry-based learning as well as the reasoning behind specific decisions I made. I give feedback from the students on the success of the course and provide my own…

This article examines motivational potentialities in remedial mathematics education within an ethical context, applying a model for ethical decision making in education developed by Shapiro and Stefkovich, in which three broad ethical categories are discussed: the ethic of justice, the ethic of care, and the ethic of critique. These ethical…

The 9th International Conference on Educational Data Mining (EDM 2016) is held under the auspices of the International Educational Data Mining Society at the Sheraton Raleigh Hotel, in downtown Raleigh, North Carolina, in the USA. The conference, held June 29-July 2, 2016, follows the eight previous editions (Madrid 2015, London 2014, Memphis…

These proceedings contain the papers of the 11th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2014), October 25-27, 2014, which has been organized by the International Association for Development of the Information Society (IADIS) and endorsed by the Japanese Society for Information and Systems in…