In this paper, we present an extended evaluation of a course recommender system designed to support students who struggle in the first semesters of their studies and are at risk of dropping out. The system, which was developed in earlier work using a student-centered design, is based on the explainable k-nearest neighbor algorithm and recommends a…

Policy research established that it is possible to predict a student will drop out of school based on academic, attendance, behavior indicators. Little is known about the processes that put Early Warning Systems (EWS) in place. This case study of the Montana EWS describes the characteristics of a statewide implementation, the efficiency of the EWS…

The present study addressed an area of research not yet sufficiently investigated: the environmental sensitivity trait in relation to perceived marginalization in the classroom, dropout intentions, and the quality of teacher-student relationship. Adopting a psychosocial perspective and based on a single study survey with a group of Italian…

This study highlights the role and importance of advanced, machine learning-driven predictive models in enhancing the accuracy and timeliness of identifying students at-risk of negative academic outcomes in data-driven Early Warning Systems (EWS). K-12 school districts have, at best, 13 years to prepare students for adulthood and success. They…

English language learning students in China often feel challenged to learn English due to lack of motivation and confidence, pronunciation and grammar difference, lack of practice and people to communicate with etc., which affects students mental health. Adopting Big data and AI will help in overcoming these limitations as it provides personalized…

Today, the main aim of educational institutes is to provide a high level of education to students, as career selection is one of the most important and quite difficult decisions for learners, so it is essential to examine students' capabilities and interests. Higher education institutions frequently face higher dropout rates, low academic…

University dropout is a serious problem in higher education that is increasingly gaining importance, as it is essential to understand its causes and search for public and institutional policies that can help reduce it. This research uses conventional and extended Cox survival models to analyze the factors behind dropout rates at a co-financed…

A history of trauma can have a significant negative impact on the functioning of a student in the school environment. Check & Connect, a school engagement and dropout intervention program, has been found to have positive effects on student school engagement and decrease the likelihood of dropping out of school. However, a review of the Check…

This study centered student perspectives from one high school in Southwest Washington on push out and push in factors related to high school leaving. While there has been significant research conducted on risk factors associated with early school leaving, there has been very little published research that centers student voice and their…

A concern across many vocational education systems is the high dropout rate from their programs. This problem is likely to be exacerbated at time of low unemployment rates when employers are less demanding about the certification of skills at the time of employment. This qualitative study examines the factors associated with students leaving early…

"Education is the key to success," one of the most heard motivational statements by all of us. People engage in education at different phases of our lives in various forms. Among them, university education plays a vital role in our academic and professional lives. During university education many undergraduates will face several…

Background: Education plays a pivotal role in empowering individuals with the knowledge and skills needed for careers, economic progress, and societal engagement. Dropping out of school before achieving a qualification undermines these opportunities and has an impact on individuals and society (Audit Commission, 2010; OECD, 2023). International…

To ensure the successful academic progress and enjoyment of postsecondary education students, it is crucial for both instructors and students to make every effort to eliminate or reduce boredom and complacency in the classroom. This factor is particularly important, given the numerous challenges that students currently face, which can hinder their…

Out of school youth (OSY) are adolescents who have not completed their schooling and are not currently enrolled in school. This study sought to understand why learners drop out of school by interviewing 41 OSY (aged 13-20 years). Respondent Driven Sampling was used to recruit OSY. Content analysis was used to analyze the data. Gender differences…

Our study aims to identify effective activities to enhance student retention and promote student success in higher education institutions (HEIs) by reviewing the factors that affect student retention through a literature review. Our study used a systematic review with the bibliometric method to analyze 125 articles related to the retention of…