We propose a novel approach to address the issue of college student attrition by developing a hybrid model that combines a structural neural network with a piecewise exponential model. This hybrid model not only shows the potential to robustly identify students who are at high risk of dropout, but also provides insights into which factors are most…

Course dropout is a concern in online higher education, mainly in first-year courses when different factors negatively influence the learners' engagement leading to an unsuccessful outcome or even dropping out from the university. The early identification of such potential at-risk learners is the key to intervening and trying to help them before…

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…

While research supports a strong association between risk of school dropout and suicidality, this youth population remains understudied. This qualitative study addresses this gap by examining self-reported risk and protective factors among 44 alternative high school students who endorsed varying levels of suicidal ideation. Criterion sampling of…

The purpose of this program evaluation was to evaluate the impact of CORE District's Breakthrough Success Community (BTSC) Program at an urban Title I high school located in Southern California. BTSC aims to improve the ninth-grade experience through a focus on five key change drivers and the implementation of improvement science. Through teacher…

Schools across Texas are tasked with detailing action plans in support of students identified as at-risk of dropping out (TEA, 2020b). The intent of this study was to learn the perspective of students, identified as at-risk of dropping out, in terms of whether there is a relationship between campus retention/recovery intervention efforts and their…

Dropout rates in higher education (HE) are particularly high for non-traditional students which may be due to unadjusted educational policies. Considering as non-traditional the students who are employed at the enrolment moment and using a longitudinal database containing information on 5351 students from a Portuguese HE institution, an event…

On March 11, 2020, the World Health Organization declared COVID-19 a global pandemic, resulting in disruptions to education at an unprecedented scale. In response to the urgent need to recover learning losses, countries worldwide have taken RAPID actions to: Reach every child and keep them in school; Assess learning levels regularly; Prioritize…

According to the National Center for Education Statistics, dropping out is a persistent problem among 15- to 24-year-olds. Researchers have noted school districts that have been able to improve graduation rates have often done so through the "development of innovative models and pathways that help young people get back on track to…

In this article, we interrogate the policy assumptions underlying a significant South Australian public education re-engagement initiative called Flexible Learning Options, formulated within South Australia's social inclusion policy agenda, beginning in 2006. To this end, we applied Baachi's 'What's the Problem Represented to be?' policy analysis…

Ninth grade is a critical juncture for students--and can be a jarring transition. Even students a strong track record in the middle grades can experience academic difficulty, and those who enter high school with poor course grades, weak attendance, or behavior problems are especially at risk. An early misstep can have lasting implications:…

Recent studies of MOOCs demonstrate their ability to reach a large number of users, but also caution against the high rate of dropout. Some have looked closely at MOOC participation in order to better understand how and when users start to disengage, and, if they remain engaged, in what activities they participate. Most of this prior work relies…