During the final years of secondary school, students engage in the decision-making process regarding their important choice of university career. Individual differences in how people approach this process could be attributed to personality traits, gender, and the specific year of attendance. To investigate this hypothesis, a study was conducted…

Cyberbullying has garnered growing attention, yet existing research lacks nuanced insights into the dynamics of students' cyberbullying profiles and the associated risk factors across multiple domains. This study aims to (1) investigate K-12 students' cyberbullying profiles, (2) develop an AI predictive model for cyberbullying roles, and (3)…

This study presents a data mining approach to predict academic success of the first-year students. A dataset of 10 academic years for first-year bachelor's degrees from a Portuguese Higher Institution (N = 9652) has been analysed. Features' selection resulted in a characterising set of 68 features, encompassing socio-demographic, social origin,…

International virtual exchange is gaining popularity as an innovative approach to providing international experiences to students, particularly considering the COVID-19 pandemic. However, little research has been conducted on this unique teaching approach or how it fits into university comprehensive internationalization plans. In this paper, we…

Globally, collegiate students possess distinct drives, opportunities, and constraints that influence their choices regarding if, when, and where to study abroad. This research explored the study abroad motivations of US students who were studying in other countries as well as international students who were studying in the US. Data was collected…

We use data from three large public universities in Washington to connect interest in education at the time of university application to eventual applications to teacher education programs (TEPs). Not surprisingly, given the demographics of the teacher workforce, female, White, and students with lower SAT scores are substantially more likely to be…

Increasing graduation rates continues to be a high priority for administrators at many institutions of higher education. With longitudinal data from a large research university in the Western United States, the purpose of this study was to examine the potential relationship between matriculating with or without a major declared and degree…

Higher education institutions have prioritized supporting undecided students with their major and career decisions for decades. This study used a U.S. public research-focused university's large-scale institutional data set and undecided student's retention and graduation rate predictors to demonstrate how to couple student and institutional data…

Little research has been conducted on the attitudes and clinical practice behaviors of therapists in relation to psychotropic medication, and no literature could be found on this relationship among graduate student therapists, specifically. To address the gap in the literature, quantitative methodology procedures were used in this study to measure…

Studying abroad is arguably one of higher education's most effective ways of developing students' global competency and preparing them to enter a global workforce. This study explores the relationship between demographic characteristics, college experiences (personal, social, and academic), and study abroad participation among college students.…

This study uses decision tree analysis to determine the most important variables that predict high overall teaching and course scores on a student evaluation of teaching (SET) instrument at a large public research university in the United States. Decision tree analysis is a more robust and intuitive approach for analysing and interpreting SET…

The official stance of the Association America of Medical Colleges (AAMC) regarding the undergraduate major of applicants for admission to medical school is that there are no required or preferred majors. While the AAMC is the body that governs admission to allopathic medical schools in the United States, this statement does not provide clarity to…

The study explored the mediating role of career decision making self-efficacy between optimism and adolescents' career indecision. Using a sample of 153 Greek high school students, it was found that optimism influenced career indecision both directly and indirectly (via career decision making self-efficacy). The findings are discussed with…

The present study investigated parents' experiences in making educational decisions for their children with autism and their satisfaction with said outcomes. Parents completed a survey describing (a) their input in educational decisions, (b) satisfaction with school personnel, and (c) satisfaction with their child's school experience. Sequential…

Learning analytics dashboards commonly visualize data about students with the aim of helping students and educators understand and make informed decisions about the learning process. To assist with making sense of complex and multidimensional data, many learning analytics systems and dashboards have relied strongly on AI algorithms based on…