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.…

In the last few decades, universities in India have witnessed the joining of a record number of students from marginalized communities and oftentimes struggle. This expansion of access has brought about changes within classrooms and college campuses, sometimes giving rise to contention and causing numerous conflicts as well. Centered around my…

Teaching Institutions could benefit from Early Warning Systems to identify at-risk students before learning difficulties affect the quality of their acquired knowledge. An Early Warning System can help preemptively identify learners at risk of dropping out by monitoring them and analyzing their traces to promptly react to them so they can continue…

In higher education settings, minority BIPOC students have a harder time attaining wellness compared to their majority student counterparts. This may impact their level of functioning, leading to an overall unpleasant college experience. The covert and overt racism, injustice, and social unrest that exist in today's society hinders students from…

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…

Retention of higher education students is of major concern within the United Kingdom due to the financial and reputational impact on institutions, financial and personal impact on students and loss of potential skills and knowledge within society. Student background characteristics are acknowledged as the initial factors influencing retention…

In 2022, the Center for the Study of Social Policy and Project SPARC conducted research to better understand the barriers experienced by parenting students participating in CalWORKs, California's cash assistance program for families with children. This brief highlights findings from the research on parenting students' experiences with housing.

In this paper, we explore the critical praxis approach of an equity initiative with students who have left care. We contend that 'praxis' ("International Studies in Widening Participation," 2018, 5: 10-20) -- understood here as the close, dialogic and iterative relationship between research and practice, can be a powerful tool for…

The increased availability of technology in higher education has led to the growth of online learning platforms. However, a significant concern exists regarding dropout rates in online higher education (OHE). In this ever-evolving landscape, student attrition poses a complex challenge that demands careful investigation. This systematic literature…

The purpose of this study was to investigate the work values that motivate higher education professionals, specifically those who work in TRIO programs, to persist in providing support to vulnerable student populations. Higher education professionals employed at two-year institutions are essential in assisting at-risk students with services that…

In this qualitative study, I worked with international students to understand how researchers can increase response rates to international student experience surveys. I explicitly framed international students as a potentially vulnerable and hard-to-reach population, and then considered barriers associated with vulnerable populations and research…

Research on the extent of food insecurity amongst the South African university student population has gained momentum over the past decade, and for good reason. Along with the multiple other challenges that South African university students face (e.g. funding shortfalls, limited access to student housing, high levels of failure and dropout,…

In this comparative case study of 22 student-mothers in Georgia and New York during the COVID-19 pandemic, we explore the role social capital plays in mitigating participants' challenges. Using Adler and Kwon's (2002) bridging versus bonding forms of capital, we argue participants turned to their internal, primarily women-comprised networks…

Properly predicting students' academic performance is crucial for elevating educational outcomes in various disciplines. Through precise performance prediction, schools can quickly pinpoint students facing challenges and provide customized educational materials suited to their specific learning needs. The reliance on teachers' experience to…