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Michael Wade Ashby – ProQuest LLC, 2024
Whether machine learning algorithms effectively predict college students' course outcomes using learning management system data is unknown. Identifying students who will have a poor outcome can help institutions plan future budgets and allocate resources to create interventions for underachieving students. Therefore, knowing the effectiveness of…
Descriptors: Artificial Intelligence, Algorithms, Prediction, Learning Management Systems
Rafael Alé-Ruiz; Fernando Martínez-Abad; María Teresa del Moral-Marcos – Education and Information Technologies, 2024
The flexible, changing, and uncertain nature of present-day society requires its citizens have new personal, professional, and social competences which exceed the traditional knowledge-based, academic skills imparted in higher education. This study aims to identify those factors associated with active methodologies that predict university…
Descriptors: Learner Engagement, Individualized Instruction, Active Learning, Higher Education
Patricia Simon; Juming Jiang; Luke K. Fryer – Assessment & Evaluation in Higher Education, 2024
Learning management systems (LMSs) have facilitated access to courses beyond conventional classroom environments via distance and asynchronous education. Although numerous studies have examined LMS usage in higher education institutions, review of scales measuring the LMS experience of both students and teachers remains scarce. This scoping review…
Descriptors: Learning Management Systems, Measures (Individuals), Higher Education, College Students
Federica Cornali – European Journal of Education, 2024
Digitation in education, where online platforms play a central role, has changed teaching and learning scenarios. In addition, it has brought an unprecedented array of public and private actors into the educational arena who provide schools with technological solutions for redesigning learning environments and practices. Though the arena is…
Descriptors: Educational Technology, Learning Management Systems, Nonprofit Organizations, Partnerships in Education
Nancy L. Webb – ProQuest LLC, 2022
Self-regulated learning (SRL) is crucial to student success in online learning environments. Students enrolled in online courses at higher education institutions access courses through the learning management system (LMS) to complete coursework, interact with instructors and peers using various learning management system tools and multiple…
Descriptors: Electronic Learning, Learning Management Systems, Success, Higher Education
Lan Ma; Saeed Pahlevan Sharif; Kok Wei Khong – Journal of Marketing for Higher Education, 2024
Despite a surge of empirical work on paid Massive Open Online Courses (MOOCs), a review of factors that drive the sales of them remains unexplored. The study aims to consolidate the existing fragmented knowledge by synthesizing the current literature on quality attributes, methodological approaches, theoretical foundations, and additional research…
Descriptors: Purchasing, Decision Making, MOOCs, Databases
Nishanth J. Rodrigues – ProQuest LLC, 2023
Procrastination is a significant problem in academia with some estimates suggesting that this occurs in as high as 70-90% of college students (Abdi Zarrin & Gracia, 2020) that manifests in numerous harmful ways including postponement of weekly reading assignments, delay in writing term papers, and inadequate preparation and beginning too late…
Descriptors: Outcomes of Education, Behavior Change, Learning Management Systems, Prompting
Benjamin Ghansah – Discover Education, 2025
The COVID-19 pandemic significantly disrupted traditional education systems globally, with African Higher Education Institutions particularly challenged due to pre-existing infrastructural and technological limitations. This study examines the response of the University of Education, Winneba, in Ghana, to the pandemic by transitioning to online…
Descriptors: Foreign Countries, Higher Education, Educational Development, Technology Uses in Education
Huanhui Chen; Clinton Chidiebere Anyanwu – Education and Information Technologies, 2025
This study assesses the impact of Moodle AI-powered chatbots and metacognitive teaching approaches on the academic performance of tertiary Business education students. Using a quasi-experimental pre-test/post-test control design and Activity theory, 83 final-year Business education students were sampled from a total of 324. Data were collected…
Descriptors: Artificial Intelligence, Technology Uses in Education, Learning Management Systems, Computer Mediated Communication
Kaewrattanapat, Nutthapat; Wannapiroon, Panita; Nilsook, Prachyanun – International Education Studies, 2023
This paper presents the conceptual framework, value chain model and the system architecture of intelligent student relationship management based on cognitive technology with conversational agent for enhancing student's loyalty in higher education. The purposes were to synthesize the conceptual framework and apply it to develop the value chain…
Descriptors: Artificial Intelligence, Management Systems, Student College Relationship, Technology Uses in Education
Paul A. Hadjipieris – ProQuest LLC, 2024
Professors in higher education are responsible for teaching diverse student populations complex material. Further, many instructors have yet to have specific pedagogical training on how to build and deliver equity-minded courses using a technology-enhanced curriculum. Consequently, the COVID-19 global pandemic has caused disruptions to educational…
Descriptors: Blended Learning, Curriculum Design, Student Experience, Equal Education
Murad, Dina Fitria; Murad, Silvia Ayunda; Irsan, Muhamad – Journal of Educators Online, 2023
This study discusses the use of an online learning recommendation system as a smart solution related to changing the face-to-face learning process to online. This study uses user-based collaborative filtering, item-based collaborative filtering, and hybrid collaborative filtering. This research was conducted in two stages using the KNN machine…
Descriptors: Online Courses, Grades (Scholastic), Prediction, Context Effect
Patricia D. Simon; Juming Jiang; Luke K. Fryer; Ronnel B. King; Cherry E. Frondozo – Technology, Knowledge and Learning, 2025
Learning Management Systems (LMSs) are underutilized in universities despite them being standard components of higher education. Given this, there is a need to gather the perspectives of students and teachers to examine how these key end-users engage with LMS and utilize its various features and functions. Such an endeavor could aid in addressing…
Descriptors: Learning Management Systems, Higher Education, Teacher Attitudes, Student Attitudes
Zhang, Ye – Asia Pacific Journal of Education, 2023
With the development of globalization, transnational higher education is gradually becoming an essential means for many countries to achieve internationalization. Nowadays, Sino-foreign cooperative universities and programmeshave been turned into an important form of internationalization of Chinese higher education, increasingly attracting the…
Descriptors: Foreign Countries, International Cooperation, Intercollegiate Cooperation, International Education
Patrick Whitehead – Journal of Educators Online, 2023
In this article, I blend a review of existing research, results from an original qualitative study, and a decade of personal experience in order to examine the facilitation of significant learning experiences in asynchronous online courses. Research has repeatedly demonstrated that students who enroll in online courses do so for reasons of…
Descriptors: Online Courses, Asynchronous Communication, Computer Mediated Communication, Learning Management Systems