This study helps improve the early prediction of student performance by RNN-FitNets, which applies knowledge distillation (KD) to the time series direction of the recurrent neural network (RNN) model. The RNN-FitNets replaces the teacher model in KD with "an RNN model with a long-term time-series in which the features during the entire course…

This study will examine the first-to-second-year college persistence of students who graduated from Fort Worth Independent School District (FWISD) in the class of 2018. The study seeks to understand how the attainment of college readiness indicators correlates with college persistence in two categories of students, resourced and under-resourced.…

Stemmed from zero-tolerance policies, Disciplinary Alternative Education Programs/Classrooms (DAEPs) in Texas are disciplinary spaces designed to house students deemed at risk, while schools continue to serve students' educational needs of (Aron 2006, Tajalli & Garba, 2014). Once there, students are stereotyped with analogous carceral-framed…

The purpose of this study was to determine changes noted in at-risk students following the implementation of at-risk students of all ages. The study assessed the impact of mentorship on at-risk students' behavior, confidence, and self-efficacy. Qualitative and quantitative analyses were examined, and pre- and post-data were collected and analyzed.…

Virtual Reality (VR) has been found useful to improve engagement and retention level of students, for some topics, compared to traditional learning tools such as books, and videos. However, a student could still get distracted and disengaged due to a variety of factors including stress, mind-wandering, unwanted noise, external alerts, and internal…

Colleges are increasingly turning to predictive analytics to identify "at-risk" students in order to target additional supports. While recent research demonstrates that the types of prediction models in use are reasonably accurate at identifying students who will eventually succeed or not, there are several other considerations for the…

This dissertation investigates how early career teachers' orientations of students and their mathematical activity, as surfaced their experience in a simulation, can reveal when their well-intentioned decisions might negatively impact traditionally underserved students. Three early career teachers engaged in two online simulations where they could…

Preparing youth for the transition from school to work is a key labor market challenge in many countries. Across Europe, there are many educational programs to improve youth's school-to-work transitions. In Germany, youth with difficulties in their school-to-work transitions are channeled into prevocational programs to help them to enter…

Recent data show rising suicidality among high school girls. We posit this increase may be related to an overlooked factor: more girls identifying as LGBQ. Using four cohorts of national Youth Risk Behavior Survey data (N = 22,562 females, N = 22,130 males), we found that LGBQ identification among females rose from 15% in 2015 to 34% in 2021. LGBQ…

Unaddressed social, emotional, and behavioral (SEB) needs and academic challenges may lead to negative youth outcomes. Universal behavioral risk screeners, like the student self-report Social, Academic, and Emotional Behavior Risk Screener (SAEBRS-SRS), identify at-risk students. To improve screening tool use, research is needed to identify the…

At many institutions of higher education, first-year seminars are meant to help students transition to college life and to provide them with resources and skills to develop socially and academically, supporting persistence (Jamelske, 2009; Janz, 2004). Since their inception, researchers have evaluated the effectiveness of these seminars and their…

Introduction: Student retention is a critical issue in higher education. Universities have responded by implementing supports like early alert systems. Objective: We investigated students' knowledge of and experiences with an early alert system designed to enhance academic persistence. Method: We surveyed (N = 356) undergraduates at a large public…

Background: Formative assessments build a positive learning environment and provide feedback to enhance learning. This study examined the impact of online formative and low-stake summative assessments on medical students' learning outcomes in the Clinically Oriented Anatomy course from 2016 to 2020. We aimed to demonstrate that formative…

Early identification of student success is crucial for enabling timely interventions, reducing dropout rates, and promoting on-time graduation. In educational settings, AI-powered systems have become essential for predicting student performance due to their advanced analytical capabilities. However, effectively leveraging diverse student data to…

The number of students who are deficient in literacy is increasing worldwide, possibly exacerbated by concurrent behavioral difficulties. This international challenge leads to the question of how and when to support children. Support should start in kindergarten and be focused on the acquisition of phonological awareness. Based on this premise, we…