Institutions of higher education possess large amounts of learning-related data in their student registers and learning management systems (LMS). This data can be mined to gain insights into study paths, study styles and possible bottlenecks on the study paths. In this study, we focused on creating a predictive model for study completion time…

The highest estimates of the prevalence of commercial contract cheating in Australia come from self-report surveys, which suggest that around 2% of students engage in commercial contract cheating during their higher education studies. However, self-report surveys are limited in that participants under-report socially-undesirable behaviours. In…

This empirical study uses a random forest algorithm to examine the factors that influence learners' persistence in online learning at a prominent Korean institution. The data were collected from students who began their studies in Spring 2021, and encompassed a range of variables including individual attributes, academic engagement, academic…

Generative artificial intelligence brings opportunities and unique challenges to nontraditional higher education students, stemming, in part, from the experience of the digital divide. Providing access and practice is critical to bridge this divide and equip students with needed digital competencies. This mixed-methods study investigated how…

Doing assignments is a very important part of learning. Students' assignment submission time provides valuable information on study attitudes and habits which strongly correlate with academic performance. However, the number of assignments and their submission deadlines vary among university courses, making it hard to use assignment submission…

Objectives: The COVID-19 pandemic has caused difficulties in conducting face-to-face classes in schools; instead, conducting online classes has been encouraged. However, the effect of the teacher's screen presence on students' performance is unclear. This study (n = 60) aimed to explore whether students' gaze during the task could predict their…

Past research on face-to-face instructional delivery demonstrates that students' participation is positively related to their achievement in a course (Rocca, 2010), and that participation mediates the relation between attendance and achievement (Kim et al., 2019). Given that blended learning is on the rise in higher education (Johnson et al.,…

This study tries to propose a unified model integrating the unified theory of acceptance and use of technology (UTAUT) model, task-technology fit (TTF) model, and user satisfaction to investigate the determinants that affect university students' continued intention of using massive open online courses (MOOCs). Based on the data of a survey on 464…

Scholars have suggested that reading literature can foster empathy. However, learning empathy through literature in the classroom is understudied. The primary objective of this study was to assess whether affective and cognitive empathy, as demonstrated in student writing, relates to textual attributes, the style of writing prompt, student writing…

The present study was aimed at examining whether grammatical accuracy and gender were significant predictors of the use of request strategy (direct or indirect). Participants were 39 seventh semester students (29 males and 10 females) majoring in an International Business Management program at a public higher education institution in Bali. Their…

Research in the area of amount of time spent on assignments and effect on course performance has focused exclusively either on the lecture or online format, but not comparison of the two. Nowhere has both modes of delivery been studied using an objective measure of course involvement. This study examines what is most significant in predicting a…

Historical student data can help elucidate the factors that promote student success in mathematics courses. Herein we use both multiple regression and principal component analyses to explore ten years of historical data from over 20,000 students in an introductory college-level Algebra course in an urban American research university with a diverse…

An important topic in writing research has been the use of cohesive features. Much of this research has focused on local and text cohesion. The few studies that have studied global cohesion have been restricted to first language writing. This study investigates the development of local, global, and text cohesion in the writing of 57 language (L2)…

This study analyzes the relationship between students' online work habits and academic performance. We utilize data from logs recorded by a course management system (CMS) in two courses at a small liberal arts college in the U.S. Both courses required the completion of a large number of online assignments. We measure three aspects of students'…

In an examination of a brief and innovative partnership, we compared outcomes for two disciplines, Elementary Statistics and General Psychology, across three formats: online as part of the San José State University-Udacity partnership (termed "SJSU Plus"), face-to-face (FTF), and online in a redesigned course offering. We also examine…