Data-driven decision-making (DDDM) in public K-12 education is a concept that has been studied extensively over the last 20 years. Using data to inform or make decisions is believed to be an important and valuable strategic process. This exploratory, descriptive research focused on public school principals and their use of data in their…

Academic dropout remains a significant challenge for education systems, necessitating rigorous analysis and targeted interventions. This study employs machine learning techniques, specifically random forest (RF) and feature tokenizer transformer (FTT), to predict academic attrition. Utilizing a comprehensive dataset of over 40 000 students from an…

In the profession of education, predicting students' academic success is an essential responsibility. This study introduces a novel methodology for predicting students' pass or fail outcome in certain courses. The system utilises academic, demographic, emotional, and VLE sequence information of students. Traditional prediction methods often…

Research from Complete College America has shown that the majority of students don't take enough credits to complete their degree on-time. While there are many factors that contribute to this, a student's ability to access the courses they need, when they need them plays a critical role in this discussion. Similarly, research has found that 65% of…

Schooling experiences for Black students in the US have been shaped historically by anti-education laws, mandates, and initiatives that sustain unjust systemic practices and policies. These practices and policies often stagnate academic progress and have led to institutional deficits and the normalization of deficit-orientations towards students…

Of the five boroughs, Bronx schools consistently enroll the largest number of homeless students (STH). Of the 114,659 STH enrolled in the City's 33 school districts during the 2017-18 academic year, 37,484 attended schools in the Bronx (NYSED, 2018). Almost one-third (10,804) of these students were enrolled in schools in District 10. Although…