In recent years, there has been a proliferation of adaptive learner models that seek to predict student correctness. Improvements on earlier models have shown that separate predictors for prior successes, failures, and recent performance further improve fit while remaining interpretable. However, students who engage in "gaming" or other…

In recent years, there has been a proliferation of adaptive learner models that seek to predict student correctness. Improvements on earlier models have shown that separate predictors for prior successes, failures, and recent performance further improve fit while remaining interpretable. However, students who engage in "gaming" or other…

This study utilises [1993. "Leaving College: Rethinking the Causes and Cures of Student Attrition." 2nd ed. Chicago: University of Chicago Press] theoretical framework, known as the Model of Longitudinal Departure, to investigate success and failure in foundation year medical school in a Middle Eastern transnational location. This…

This paper reports on a study to predict students at risk of failing based on data available prior to commencement of first year. The study was conducted over three years, 2010 to 2012, on a student population from a range of academic disciplines, n=1,207. Data was gathered from both student enrollment data and an online, self-reporting,…

School failure and early school dropout particularly affect members of certain minority groups such as the gypsy population. The obstacles that must be overcome for the members of these groups appear to be related to the discontinuities between the values and goals of community family life and those of the school. This article presents an analysis…

Learning analytics and digital badges are emerging research fields in educational science. They both show promise for enhancing student retention in higher education, where withdrawals prior to degree completion remain at about 30% in Organisation for Economic Cooperation and Development member countries. This integrative review provides an…

The seeming lack of motivation of many academically gifted students is an area of frustration and concern for many parents, teachers, and psychologists. This article explores two studies in which researchers designed interventions to improve academic achievement. Both interventions were created using the Achievement-Orientation Model. The first…

Despite the increase in their college enrollment, nontraditional students in U.S. postsecondary institutions are less likely to stay in college until they earn their degree. What could explain nontraditional student high attrition rates and overall success beyond what their demographic characteristics reveal? The purpose of this study was to…

A classic distinction in the literature on achievement and motivation is between fear of failure and success orientations. From the perspective of self-worth theory, these motives are not bipolar constructs but dimensions that interact in ways that make some students particularly vulnerable to underachievement and disengagement from school. The…

The current research sought to extend the 2 x 2 achievement goal framework by developing and testing the Achievement Goals for Research Scale (AGRS). Participants (N = 317) consisted of graduate students in the life, physical, and behavioral sciences. A principal components analysis (PCA) extracted five components accounting for 72.59% of the…

The linkages of achievement-related boredom with students' appraisals and performance outcomes were examined in a series of 5 exploratory, cross-sectional, and predictive investigations. Studies 1 and 2 assessed students' boredom in a single achievement episode (i.e., state achievement boredom); Studies 3, 4, and 5 focused on their habitual…

Continuing motivation has been defined as an individual's willingness to return to a task or task area at a subsequent time, in similar or varying circumstances, without visible external pressure to do so, and when other behavior alternatives are available. In the current study, path models from Weiner's theory of motivation were developed to…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

A model depicting dropping out of high school as a process is presented. Against a longitudinal mapping of student experiences, questions about standards or exit tests are addressed. Existing research on dropouts provided the empirical basis for the model. The central features of the model are the academic and social systems of the school.…

This module, prepared by the Minnesota State Department of Education in conjunction with its school effectiveness program, addresses the concept of teacher expectations. The first section delineates the feedback process involved in teacher expectations and lists nonacademic factors that can adversely influence a teacher's academic expectations for…