This research explores the suitability of system-based simulation analysis for higher education (HE) policy-planning. A dynamic system model of the Finnish university funding system covering bachelor-level students is presented. The results show that the model captures the nature of the current funding system, which can be considered a zero-sum…

This systematic literature review investigates the fairness of machine learning algorithms in educational settings, focusing on recent studies and their proposed solutions to address biases. Applications analyzed include student dropout prediction, performance prediction, forum post classification, and recommender systems. We identify common…

There is abundant research relating to transition supports and services for students with disabilities as they move out of high school into adulthood; however, relatively little is known about the relationship between the type of special education services they received and their postschool outcomes. Guided by the Social Cognitive Career Theory…

Student support is a fundamental component of any open and distance learning (ODL) system to mitigate the intrinsic challenges of student isolation, high dropout rates, and low throughput. Research interest in student support is continually growing as a panacea for enhancing student success in ODL, but relatively little research has been carried…

Social support is important for the successful completion of doctoral studies. The aim of this study was to explore how individual differences in supervisory and research community support are related to doctoral experiences (abandonment intentions, perceived engagement, interest, satisfaction, burnout and stress) and doctoral conditions (phase…

This study examined the differential experience and educational outcomes among two English Language Learning (ELL) student cohorts, namely holders of a high school diploma and individuals who did not complete high school. Our analysis of 39 interviews with ELL respondents demonstrated that premigration experience; personal qualities; interactions…

Studying STEM Intervention Program (SIP) retention, particularly what distinguishes those students who remain in the program from those that leave, may be a key to better understand how to keep students on track towards STEM degree completion. This study focuses on the participation of Latinx and other underrepresented racial/ethnic minoritized…

The present paper explores collaborative school board roles in alleviating dropout among Children with Physical Disabilities (CwPDs) in primary schools in Lesotho. An interpretive approach with a qualitative case study design provided insight into how school board members interpret and understand their roles and responsibilities and shed light on…

This study, using feminist trauma theory as the conceptual framework, addressed a gap in the literature about female university students' experiences with posttraumatic stress disorder (PTSD) related to the academic and social supports needed for college success and degree completion. Nearly 30% of college students will drop out during their 1st…

Context: In this scoping review, we examine the knowledge base concerning positive mental health studies for students in vocational education and training (VET). The VET student population embraces approximately 30-52% of secondary school students in the Nordic countries, and 40% of the global student population. The risk of early school leaving…

This article focused on uncovering the background of the youth lamenting unemployment in the presence of agribusiness employment opportunities. A phenomenological qualitative design was employed to generate in-depth information. The sample frame was formed of youth agribusiness clubs from the district agribusiness office. Purposive and snowball…

This qualitative-phenomenological study captured parts of the lived experiences of veterans who chose to stop or end their degree or training program which took place after military service. The researcher focused on this specific population as it was observed that no one had taken the time to hear the stories of those veterans who were ultimately…

The problem addressed by this study was the high dropout rate of Latinx students precipitated by academic problems and exacerbated by poor student-teacher relationships. The purpose of this qualitative narrative case study was to understand how student-teacher relationships affected Latinx students' decision to drop out of school. The guiding…

The current longitudinal case study investigated emotional and motivational states in a self-directed and mobile-assisted language learning environment. The participant of the study was a highly motivated language learner who used the Busuu application for a period of one year to learn German. Tracing the participant's emotional and motivational…

This study was inspired by the Indian movie 'Three idiots' and purposed to investigate the reasons behind the high rate of engineering degree programmes dropouts in India. Accordingly, factors related to academic, demographic, economic, family, future, institutional, personal, and social were derived and examined on their impacts on student…