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Sonja Kleter; Uwe Matzat; Rianne Conijn – IEEE Transactions on Learning Technologies, 2024
Much of learning analytics research has focused on factors influencing model generalizability of predictive models for academic performance. The degree of model generalizability across courses may depend on aspects, such as the similarity of the course setup, course material, the student cohort, or the teacher. Which of these contextual factors…
Descriptors: Prediction, Models, Academic Achievement, Learning Analytics
Nalbone, David P.; Ashoori, Minoo; Fasanya, Bankole K.; Pelter, Michael W.; Rengstorf, Adam – International Journal for the Scholarship of Teaching and Learning, 2023
Much discussion in higher education has focused upon predicting student learning, and how to identify students who may be at particular risk of failure. Little research has actually tackled that challenge, and research on the scholarship of teaching and learning (SoTL) in this areas is scarce; this study does so by measuring students across three…
Descriptors: College Students, Predictor Variables, Academic Achievement, Identification
Li, Shuang; Du, Junlei; Sun, Jingqi – International Journal of Educational Technology in Higher Education, 2022
In an open and flexible context of Massive Open Online Courses (MOOCs), learners who take final assessments exhibit the motivation for performance goals. The learning trajectories of this group usually provide more clues for course design and teaching improvement in that this group tend to interact more fully with course learning activities and…
Descriptors: Electronic Learning, Online Courses, Learner Engagement, Time Management
Yan Dai; Lingfei Luan; Xi Lin – Asian Journal of Distance Education, 2023
This study investigated the influence of students' different Online Learning Readiness (OLR) profiles on their Online Self-Regulated Learning (OSRL) strategies in the context of the first online learning experience (FOL) for students. The data was collected from 262 students in a four-year university in North China during the Spring of 2021.…
Descriptors: Distance Education, Learning Readiness, COVID-19, Pandemics
Wan, Han; Zhong, Zihao; Tang, Lina; Gao, Xiaopeng – IEEE Transactions on Learning Technologies, 2023
Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…
Descriptors: Online Courses, Learning Management Systems, Higher Education, Student Behavior
Takayama, Keita – Higher Education Research and Development, 2020
In this short invitational essay, I discuss how a series of accidental incidents during the pandemic facilitated my reflection on the implications of COVID-19 for teaching and learning at universities. It recognizes the global health crisis as a catalytic moment to rethink the 'business as usual' of university education and develop renewed…
Descriptors: Pandemics, COVID-19, Teaching Methods, Learning Processes
Majid, Faizah Abd; Kamarudin, Rafidah; Zamin, Ainul Azmin Mohd – International Journal of Education and Literacy Studies, 2019
MOOCs first became a phenomenon in the higher education landscape in 2008. Ever since, various researches have been conducted to explore the potential of MOOCs as an alternative in the learning and teaching process, and the way forward in delivering the courses effectively. Despite the growing interest in MOOCs applicability in higher education,…
Descriptors: Graduate Students, Student Attitudes, Online Courses, Program Effectiveness
Cockerham, Deborah; Lin, Lin; Ndolo, Sharon; Schwartz, Marc – Education and Information Technologies, 2021
Health and safety concerns during the COVID-19 pandemic required many face-to-face United States schools to suddenly shut their doors, moving classes to virtual learning environments. Amidst concerns of technology overuse, adolescents across the country saw dramatic increases in both personal screen time use and social isolation as they learned to…
Descriptors: Student Attitudes, Online Courses, Well Being, COVID-19
Fereal Ibrahim; Sangeeta Nath; Sofia Shireen Ali; Naqsheema Shareen Ali – International Education Journal: Comparative Perspectives, 2022
The current study investigated the experiences of in-service teachers' at Fiji National University (FNU) during the second phase of the COVID-19 pandemic. The research aimed to contribute to the evidence base of factors affecting the effectiveness of online learning for in-service teacher education in Fiji and identify strategies for improving…
Descriptors: Foreign Countries, College Faculty, COVID-19, Pandemics
Choi, Beomkyu – Canadian Journal of Learning and Technology, 2016
The purpose of this study was to examine the relationships between learners' learning strategies and learning satisfaction in an asynchronous online learning environment. In an attempt to shed some light on how people learn in an online learning environment, one hundred and sixteen graduate students who were taking online learning courses…
Descriptors: Graduate Students, Learning Processes, Learning Strategies, Satisfaction
Zhang, Jia-Hua; Zhang, Ye-Xing; Zou, Qin; Huang, Sen – Educational Technology & Society, 2018
The practice and application of education data mining and learning analytics has become the focus of educational researchers. However, it is still a difficult task to explore the law of group learning and the characteristics of individual learning. In this study, the online learning logs of 1,088 students from 22 classes were analyzed from the…
Descriptors: Data Collection, Data Analysis, Educational Research, Diaries
Djan, Josephine; George, Babu – European Journal of Contemporary Education, 2016
Many universities in Ghana have had a desire to ensure equitable access to formal tertiary education for the growing number of the working public who have sought to improve or better their educational status in tertiary institutions. For many of these working public or individuals, it is almost impossible to stay off work to enrol in these…
Descriptors: Online Courses, Teaching Methods, Foreign Countries, Educational Improvement
Spector, J. Michael; Ifenthaler, Dirk; Sampson, Demetrios G. – Journal of Computing in Higher Education, 2016
Digital systems and digital technologies are globally investigated for their potential to transform learning, teaching and assessment towards offering unique learning experiences to the twenty-first century learners. This Special Issue on "Digital systems supporting cognition and exploratory learning in twenty-first century" aims to…
Descriptors: Educational Technology, Cognitive Processes, Discovery Learning, Educational Psychology
Rowden Quince, Bianca C. – ProQuest LLC, 2013
Student success in community-college online courses remains a topic of concern within higher-education research. Online courses offer flexibility and opportunities for students to learn anytime and anywhere. Students who are not prepared for the anytime-anywhere format struggle in online courses. As enrollment in online courses increases, the rate…
Descriptors: Metacognition, Learning Strategies, College Students, Online Courses
Burkle, Martha; Cleveland-Innes, Martha – Journal of Asynchronous Learning Networks, 2013
The purpose of this research was to analyze the experience of post-secondary first time online students combining time spent in the classroom-workshop with online course access, and their interactions with instructors. In the following discussion, and following the Cleveland et al. [1] model, a comparison
between the categories "student's…
Descriptors: Student Role, Teacher Role, Online Courses, Workshops
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