This study investigates the correlation between student expulsions due to the zero-tolerance discipline policy and dropout rates in the East Baton Rouge Parish School System (EBRPSS), focusing on students in grades 9-12 from 2015 to 2022. Additionally, it examines potential disparities in dropout rates between the northern and southern regions of…

Foster students are considered the most educationally vulnerable students. Of the over 400,000 foster youth, approximately 270,000 are school-aged. Foster youth are reported to have higher likelihood of adverse childhood experiences, development of psychopathology, higher drop out rates, increased medication prescriptions, chronic absenteeism,…

This publication presents completion and attrition rates for apprentices and trainees four years after commencement for contracts and individuals. (1) Contract completion and attrition rates are derived by tracking the outcomes of contracts of training over time; and (2) Individual completion rates account for individuals recommencing; or ceasing…

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…

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…

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…

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…

This staff working document is intended to accompany and support the Commission proposal for a Council Recommendation Pathways to School Success, which will repeal and replace the 2011 Council Recommendation on policies to reduce early school leaving. The staff working document sets out in more detail and depth the concepts put forward in the…

School attendance problems and school dropout are recognised as a major concern by researchers, policymakers, practitioners and the wider society. Although research acknowledges the multi-faceted complexity of dropping out of school, only a limited number of studies have focused on the perspective of support workers (e.g., teachers, social…

The nature of teaching and learning has evolved over the years, especially as technology has evolved. Innovative application of educational analytics has gained momentum. Indeed, predictive analytics have become increasingly salient in education. Considering the prevalence of learner-system interaction data and the potential value of such data, it…

Due to the unprecedented growth in available data collected by e-learning platforms, including platforms used by massive open online course (MOOC) providers, important opportunities arise to structurally use these data for decision making and improvement of the educational offering. Student retention is a strategic task that can be supported by…