This quantitative study investigates the predictive power of machine learning (ML) models on degree completion among adult learners in higher education, emphasizing the enhancement of data-driven decision-making (DDDM). By analyzing three ML models - Random Forest, Gradient-Boosting machine (GBM), and CART Decision Tree - within a not-for-profit,…

If the Australian government is going to reach its target of 40% of 25-34-year-olds attaining a bachelor degree by 2025, it is critical that enabling courses are properly situated to bridge the gap between the alarmingly low numeracy of the adult population, and the mathematical or quantitative literacy (QL) required for undergraduate study. Yet,…

Adult learners are a neglected species in the generative artificial intelligence (GenAI) era. The sweeping changes brought by GenAI in the educational arena have implications for adult learning. GenAI in education will usher in a world of adult learning that will be radically different from its predecessor. However, how adult learners will apply…

Parents have a strong influence on young children's science learning. Factors such as parental education, interest, and child-directed speech influence how children perceive and engage with science. While the role of informal early learning settings in providing a space for parents and children to engage with science has been documented, the power…

Self-Directed Learning (SDL) is a process in which adult learners initiate their inner motivation to learn by themselves to increase their knowledge, skills and experiences from resources and evaluating learning outcomes. Knowledge Management (KM) is the process of creating, sharing, using and managing the knowledge and resources of an…

The New Normal is rooted in adult learning theory, which explains how adults learn and why they learn in these aspects. This foundation is then supported by two pillars: cultural capital and the career pathways model. According to Bourdieu, cultural capital is the non-fiscal aspect of a person's education, social status, and language. Career…

Adult students comprise a significant percentage of community college enrollments. However, these students have consistently completed college programs at lower rates than traditional-aged students. Community college structures, including student advisement, often align primarily with the needs of traditional-aged students. This has resulted in a…

This study aimed to examine the relationship between student engagement and student retention of adult learners at community colleges. The relationship between student retention and the five Community College Survey of Student Engagement (CCSSE) student engagement benchmarks (active and collaborative learning, student effort, academic challenge,…

A number of theoretical models have been suggested for how to mentor doctoral students. However, they tend to rely on hierarchical and authoritarian relationships between the faculty and students. Such models tend to create dependency and fear of the faculty, resulting in a reluctance in coming to the mentor for guidance. Such models do not tend…

The MOOC (Massive Open Online Course) providers promote their courses as education that builds marketable skills. However, little research examines the role of relevance in the success of MOOCs or how this relevance influences learner behaviors. This study highlights the importance of MOOC relevance by decomposing it into personal relevance and…

This paper argues for conceptualizing the notion of personal learning environments in higher education from an explicit adult education perspective that emphasizes the realization, re-instrumentation, and integration of learning activity in the wider context of adult life. It discusses and re-interprets an existing proposal for modeling "the…

The purpose of this non-experimental quantitative study was to measure Feared L2 Self (FL2S) as a new component of the existing L2 Motivational Self System (L2MSS) and offer a new model through partial least squares structural equation modeling (PLS-SEM). As for the instrument to measure L2 selves, an adopted survey consisting of 72 5-point Likert…

Peer Assisted Leaning (PAL) programmes have been shown to enhance learner confidence and have an overall positive effect on learner comprehension, particularly in subjects traditionally perceived as difficult. This research describes the findings of a three-cycle Action Research study into the perceived benefits of implementing such a programme…

The purpose of this mixed-methods sequential explanatory study was to investigate the effects of watching text-relevant video segments on reading comprehension of a culturally unfamiliar text when technical words are present or absent. Therefore, 44 adult English Language Learners (ELLs) with higher-intermediate to advanced English language…

University students' passion for their studies has been previously demonstrated to be important for both their academic performance and their personal well-being. However, no studies to date have explored the role of passion for one's studies on both academic and personal outcomes in a single model. The present research sought to determine the…