Recommender systems in educational contexts have proven effective to identify learning resources that fit the interests and needs of learners. Their usage has been of special interest in online self-learning scenarios to increase student retention and improve the learning experience. In current recommendation techniques, and in particular, in…

Multilayer perceptron neural networks, Gaussian naive Bayes, and logistic regression classifiers were compared when used to make early predictions regarding one-year college student persistence. Two iterations of each model were built, utilizing a grid search process within 10-fold cross-validation in order to tune model parameters for optimal…

This research will investigate the impact of awarding centre assessment grades (CAGs) on the education system. The focus will be on the progression to post-16 study of the students who sat General Certificate of Secondary Education (GCSE) and/or other Level 1/2 qualifications in June 2020. The uptake of qualifications/subjects taken during the…

Students' abilities and interests vary dramatically in the college mathematics classroom. How do we teach all of these students effectively? In this paper, we present the Point Reward System (PRS), a new method of assessment that addresses this problem. We designed the PRS with three main goals in mind: to increase the retention rates; to keep all…

Prior learning assessment (PLA) is the process of evaluating learning, regardless of when or where the learning occurred, and, if the learning is at the college level, awarding college credit to the possessor of that learning. This article provides an overview of the PLA program at a large public U.S. institution and presents the findings of the…

This article examines definitions, rationales, and calculations associated with higher education performance measures: persistence, retention rate, attrition rate, drop-out rate, and graduation rate. Strengths and limitations of these measures are scrutinized relative to online master's programs. Outcomes of a sample of students (N = 96) enrolled…

This study was an "ex post facto" analysis that examined select demographic and socioeconomic variables to determine their relationship to the academic persistence (passing or failing) of students enrolled in level-one developmental mathematics and persistence into level-two developmental mathematics at an urban community college for a three-year…

Distance learning has experienced a noteworthy increase in both the number of institutions offering alternatives to traditional classroom instruction, and the number of students participating in the various distant modalities. Accompanying the increase of students utilizing distance learning is the subsequent increase in students leaving their…

This article reports on an innovative approach to teaching Calculus I which was initiated in a two-semester course designed for students at risk of failing Calculus I. The treatment consisted of voluntary oral assessments offered before every written examination. Analyses showed that the treatment students did significantly better than the control…

Each year , thousands graduate high school academically underprepared for college. Many must take remedial or developmental postsecondary coursework, and there is a growing debate about the effectiveness of such programs. This paper examines the effects of remediation using a unique data set of over 28,000 students. To account for selection…

Prior Learning Assessment, or PLA, is an important and often overlooked strategy for helping adults progress towards a degree. PLA is the process by which many colleges evaluate for academic credit the college-level knowledge and skills an individual has gained outside of the classroom, including employment, military training/service, travel,…

Prior Learning Assessment, or PLA, is an important and often overlooked strategy for helping adults progress towards a degree. PLA is the process by which many colleges evaluate for academic credit the college-level knowledge and skills an individual has gained outside of the classroom (or from non-college instructional programs), including…

The lack of consensus among researchers in defining the focal construct of rurality has led to contradictory conclusions of whether or not a rural-urban performance gap exists in higher education. Compounding this problem are the changing definitions of rural and urban, even among governmental agencies. Thus, this study used two different…

Measuring the progress of students toward completing their college education is an important gauge of how well California's postsecondary education systems are meeting the needs of students and the public. This report provides an assessment of persistence as a measure of student success at California's public universities and is one of a series of…

Electronic portfolios represent an assessment measure with strong potential for providing feedback about student performance to improve curricula and pedagogy, determining individual students' mastery of learning and providing feedback for improvement, and actively involving students in the assessment process. This study examined the relationship…