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Using Analytics to Predict Students' Interactions with Learning Management Systems in Online Courses
Peer reviewed
Direct linkAli Alshammari – Education and Information Technologies, 2024
In online education, it is widely recognized that interaction and engagement have an impact on students' academic performance. While previous research has extensively explored interactions between students, instructors, and content, there has been limited exploration of course design elements that promote the fourth type of interaction:…
Descriptors: Learning Analytics, Learning Management Systems, Academic Achievement, Correlation
Kaur, Irameet; Joordens, Steve – International Journal on E-Learning, 2021
The rapid surge of digitalization in the education sector has redefined the dynamics of the modern classroom. In a world that embraces convenience, online learning has established its own relevance and has been a subject of considerable interest to researchers worldwide. The majority of studies have focused upon factors that make or break the…
Descriptors: Electronic Learning, Technology Uses in Education, Learning Experience, Predictor Variables
Heddy, Benjamin C.; Nelson, Katherine G.; Husman, Jenefer; Cheng, Katherine C.; Goldman, Jacqueline A.; Chancey, John B. – Educational Psychology, 2021
Our aim was to explore the usefulness of Use, Change, Value (UCV) discussions to facilitate Transformative Experiences (TE) in online engineering courses. We investigated the predictive relationship between perceived instrumentality (PI) and interest on TE. We also investigated gender differences in the predictive relationships between the…
Descriptors: Engineering Education, Online Courses, Transformative Learning, Gender Differences
Rubio, Fernando; Thomas, Jonathan M.; Li, Qin – Computer Assisted Language Learning, 2018
This chapter describes a study of a blended language course that combines face-to-face (F2F) instructional time with an online component. The purpose of the study is to understand how teachers and students exploit the complementarity of the two delivery formats to improve the learning experience. The study first examines how the presence of an…
Descriptors: Student Participation, Blended Learning, Second Language Learning, Second Language Instruction
Sebastianelli, Rose; Swift, Caroline; Tamimi, Nabil – Journal of Education for Business, 2015
The authors examined how six factors related to content and interaction affect students' perceptions of learning, satisfaction, and quality in online master of business administration (MBA) courses. They developed three scale items to measure each factor. Using survey data from MBA students at a private university, the authors estimated structural…
Descriptors: Performance Factors, Business Administration Education, Participant Satisfaction, Student Attitudes
Yang, Yan; Taylor, Jeff – Educational Research and Evaluation, 2013
The purpose of this study was to examine the role of achievement goals in online test anxiety and help-seeking while controlling for self-efficacy and potential demographic differences. A total of 150 online students participated in the survey. Separate hierarchical regression analysis results suggested the differential roles of achievement goals…
Descriptors: Test Anxiety, Goal Orientation, Help Seeking, Online Courses
Ruan, Henry – ProQuest LLC, 2010
This descriptive correlational study examined the impact of the levels of asynchronous interactive participation (AlP) on the learning outcomes in an online Chinese course. Three research questions are included in this paper: 1. What is the relationship between the levels of asynchronous interactive participation and the learning outcomes in…
Descriptors: Asynchronous Communication, Student Participation, Outcomes of Education, Chinese
Artino, Anthony R., Jr. – Internet and Higher Education, 2010
Notwithstanding the growth of online learning, little is known about the personal factors that predict student decisions to enroll in online courses. This study examined the relations between several personal factors and students' choice of instructional format. After completing an online course, service academy undergraduates (N = 564) completed…
Descriptors: Electronic Learning, Self Efficacy, Online Courses, Learning Experience
Weffelmeyer, Mary Jo – ProQuest LLC, 2007
The number of online education courses available to those seeking higher education have been increasing exponentially, offering opportunities to students who would not otherwise have been able to do so, as well as offering options for those who may have been able to attend classes on campus, but would prefer to pursue their course of study at…
Descriptors: Online Courses, Higher Education, Females, Graduate Students
Download full textInternational Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers
