Despite its proven success in various fields such as engineering, business, and healthcare, human-machine collaboration in education remains relatively unexplored. This study aims to highlight the advantages of human-machine collaboration for improving the efficiency and accuracy of decision-making processes in educational settings. High school…

Practitioners of the statistics course embedded in a computer science programme at a fully online university were concerned with the high dropout rate. In the academic year 2018-19, they decided to carry out a two-phase project in order to address this issue. In the first phase, an early classifier to identify students at risk of dropping out of…

Massive open online courses (MOOCs) are online-based teaching programs designed to accommodate thousands of students without charging any fees. They began appearing in 2009 and 2010, became popular for a while, but are in decline now. This paper contains bibliometric and systematic reviews of research on MOOCs to see what can be learned from the…

The high rates of premature contract termination (PCT) in vocational education and training (VET) programs have led to an increasing number of studies examining the reasons why adolescents drop out. Since adolescents' trajectories after a PCT are quite diverse, a thorough assessment of different "dropout directions" is called for.…

Core Maths (CM) qualifications were introduced into the post-16 curriculum in England in 2014, with first assessments in 2016. They are a suite of qualifications aimed at students who achieve a grade 4 (originally a grade C) or higher at GCSE Maths but do not go on to take AS or A level Maths. This group comprised around 40% of all students in…

The growing number of educational options and job opportunities has made career planning increasingly complex and uncertain. To help students navigate these choices, this paper introduces Career Guidance Application (CGA), a tool designed to assist secondary level students (grades 9-12) in selecting their field of study based on their academic and…

Student retention and persistence is increasingly prioritized by state and local policies as well as national scorecards and rankings--however, the policies that politicians and administrators undertake to improve university metrics tend to ignore the realities faced by students at the heart of our institutions. Drawing on a survey/interview…

At the study site school for this research, the online curriculum in the current blended learning program was not promoting the desired student achievement outcomes. It was unknown if and how research-based best practices associated with blended learning were being implemented. This qualitative case study explored which elements of blended…

Modular education refers to the division of conventional courses into smaller components or modules. Each module enables students to obtain a partial certificate that can be combined into a qualification. This article evaluates whether modular education, which is widely used in secondary and tertiary education, has been effective in reducing…

The high rate of drop out is still a problem in the distance learning system, including at the Universitas Terbuka (UT). At UT, the term dropout is better known as the status of non-active students. The study aims was to determine the median time and determinant of non-active student in distance learning in Indonesia. This study used a cohort…

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 and which is based on the explainable k-nearest neighbor algorithm,…

The temporal sequence of learning behavior is multidimensional and continuous in MOOCs. On the one hand, it supports personalized learning methods, achieves flexible time and space. On the other hand, it also makes MOOCs produce a large number of dropouts and incomplete learning behaviors. Dropout prediction and decision feedback have become an…

In almost all OECD countries, a significant proportion of students drop out of their studies and, despite a long tradition of research, the influence of a partnership has hardly been analyzed in this context. This paper examines whether the expectations and demands (the realistic and idealistic aspirations) of the partner influence the student's…

Student engagement is critical for learning and adjustment, but poor personal resources, such as low academic self-concept and mental health problems, can impede the individual's capacity to engage in academic activities. The present study's main aim was to investigate whether student-perceived emotional support from teachers in upper secondary…

West Bengal, once a leading educational hub in India, has experienced significant stagnation in its school education system over the past two decades, with progressively declining enrolment rates. To address this issue, the state government introduced the Kanyashree Prakalpa in 2013, a Conditional Cash Transfer (CCT) scheme aimed at reducing…