As education has evolved towards online learning, the availability of learning materials has expanded and consequently, learners' behavior in choosing resources has changed. The need to offer personalized learning experiences and content has never been greater. Research has explored methods to personalize learning paths and match learning…

Statistics & data science are growing, rapidly evolving, and increasingly important for an informed citizenry in a data-saturated world. In this dissertation, I address two central questions: (1) who is taking statistics? and (2) what are statistics courses teaching? I estimate that 920,000 US students take statistics in high school each year,…

Existing research studying MOOC learner diversity has mainly taken unidimensional approaches, which have led to partial or inconsistent findings. This paper addresses this issue by proposing a multi-dimensional model that helps to identify and build the personas of key learner subgroups in any given MOOC course. By linking learners' behavioral…

Open universities can improve learning outcomes and overall satisfaction among adult learners by addressing and enhancing online learning motivation. By applying latent profile analysis (N = 494) and adult learner interviews (n = 16), this mixed methods study aimed to better understand adult learners' motivation profiles in online learning…

Background: Learners in Massive Open Online Courses (MOOCs) are presented with great autonomy over their learning process. Learners must engage in self-regulated learning (SRL) to handle this autonomy. It is assumed that learners' SRL, through monitoring and control, influences learners' behaviour within the MOOC environment (e.g., watching…

The Irish higher education sector is undergoing transformation as many Institutes of Technology (IoTs) become Technology Universities (TUs). This paper aims to explore lecturer identity in higher education in the context of recent contract structure recommendations by the Organisation for Economic Co-operation and Development (OECD) for lecturers…

This study aims to discover groups of students enrolled in the emergency remote teaching online course based on the various course-related data collected throughout the first year of COVID-19 pandemic. Research was conducted among 222 students enrolled in the course "Business Informatics" at the Faculty of Organization and Informatics of…

Within higher education, students and institutions are increasingly moving towards blended components and fully online learning coursework. Best practice online pedagogy is understood to be student-centred with a strong emphasis on social learning through collaboration. The social aspect supports frequency of engagement while collaborative…

This study explored college students' civic education ideologies in an entry-level elementary education course using Q methodology. The study asked the students to sort previously developed survey items measuring ideology onto a pyramid ranging from agree to disagree. The analysis found four patterns among students, which were labeled critical…

Enterprise resource planning systems (ERP) are the most essential and critical information systems that are widely used to build all the functions of a business into a unified and efficient enterprise system. Although the essence of ERP systems are easy to understand, students, especially those who do not have technical experience, have difficulty…

Attracting and retaining diverse individuals is a core goal for reform efforts within in Science, Technology, Engineering, and Mathematics (STEM) gateway courses. Evidence-based instructional strategies in STEM, including those that incorporate scientific practices, have demonstrated promising findings regarding student learning gains. Inspired by…

This study aims to better understand differences in the decision-making process behind study choices for higher education by investigating the presence of exploration profiles and then explore the explanatory base. To achieve this, we first identified different exploration profiles of students transitioning to higher education (n = 5660), and then…

Purpose: This paper aims to investigate the relationship between the students' digital activities and their academic performance through two stages. In the first stage, students' digital activities were studied and clustered based on the attributes of their activity log of learning management system (LMS) data set. In the second stage, the…

As the demand for lifelong learning increases, many working adults have turned to online graduate education in order to update their skillsets and pursue advanced credentials. Simultaneously, the volume of data available to educators and scholars interested in online learning continues to rise. This study seeks to extend learning analytics…

Learning in Massive Open Online Courses (MOOCs) requires learners to self-regulate their learning process or receive effective self-regulated learning (SRL) interventions to accomplish personal goals. Much attention has thus been paid to how SRL influences learner performance in MOOCs, but research has overlooked a person-centered analysis of how…