The article aims to develop a machine-learning algorithm that can predict student's graduation in the Industrial Engineering course at the Federal University of Amazonas based on their performance data. The methodology makes use of an information package of 364 students with an admission period between 2007 and 2019, considering characteristics…

First-generation college students experience more negative emotional states and higher stress levels than their continuing generation peers, take approximately two years longer to complete undergraduate degree programs, and are less than one percent likely to re-enroll in college. Mindfulness skills have been reported to alleviate anxiety and…

Student dropout is a major concern in studies investigating higher education retention strategies. However, studies investigating the optimal time to identify students who are at risk of withdrawal and the type of data to be used are scarce. Our study consists of a withdrawal prediction analysis based on classification trees using both…

A large body of international research focuses on identifying reasons why students do not "persist" (Tinto, 2006) within higher education. Little research has focused on students whose leaving is non-voluntary and where narratives of "persistence" are therefore not as pertinent. This paper seeks to refocus some of the attention…

Transition pedagogy has had a major impact on the first year experience for higher education students in Australia. Similarly, there has been a significant focus on transitioning students from their final year of study to employment. Considerably fewer studies have sought to understand the "middle child"; the years in between the first…

The objective of this paper is to study how the registration time (early versus late) and the availability of the self-selection options (online and face-to-face) affect the eLearning outcomes in higher education. The students' performance in terms of the GPA and the DFW (drop, fail, and withdrawal) is compared in two online sections of an…

Early withdrawal from higher education (HE) programmes can be detrimental for the students and institutions involved. Quantitative research has often concentrated on demographic and social antecedents (e.g. gender, prior education). Other factors may be more open to intervention e.g. students' academic experiences in HE. Using data from an…

With an increasing number of international students coming to Canada for higher education, Canadian universities are offering diverse English language improvement programs (ELIPs) to improve international students' English proficiency. However, some Chinese international students struggle to pass such programs and eventually withdraw. This study…

Drawing on theories of student retention and campus climate for diversity, this study examines differences in Black and White students' consideration of transferring or dropping-out of college. It expands the current state of retention research by: (1) testing whether there are different antecedents for considering different types of withdrawal;…

Despite institutional strategies to prevent student withdrawal, attrition remains a concern across higher education sectors in the United States, the United Kingdom and Australia. In the case of Australian universities, attrition rates have remained consistently high since 2002. Some level of attrition is inevitable, but universities can influence…

Many science, technology, engineering, and math degrees require passing an introductory physics course. Physics courses often have high failure rates that disproportionately harm students who are historically and continually marginalized by racism, sexism, and classism. We examined the associations between learning assistant (LA) supported courses…

Research on college student retention has been conducted for over four decades. However, the majority of this research focuses on first-year college students, with very few studies focusing on the retention of college seniors. While only a small percentage of college seniors withdraw from their universities, the impact of not obtaining a…

Study programme withdrawal and student perseverance in post-secondary education are major challenges for post-secondary institutions, especially in view of the increasing difficulty of retaining the student clientele during the first year of university studies. To analyse the challenges students face in terms of learning strategies, we asked…

Nationally an estimated 41% of traditional students who begin seeking an undergraduate degree do not persist through degree attainment. Guided by Tinto's theory of student departure and the theory of social integration, the purpose of this study was to identify the reasons students withdrew from college prior to degree completion. A qualitative…

For many political science programs, research methods courses are a fundamental component of the recommended undergraduate curriculum. However, instructors and students often see these courses as the most challenging. This study explores when it is most appropriate for political science majors to enroll and pass a research methods course. The…