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Weijuan Li – European Journal of Education, 2025
In recent years, the integration of big data and learning analytics has emerged as a significant trend across educational systems worldwide. The implementation of such technologies within universities -- particularly in China -- holds considerable potential for transforming teaching and learning practices. By enabling personalised, data-driven…
Descriptors: Universities, Learning Analytics, Educational Practices, Foreign Countries
Xiao-Ming Wang; Wen-Qing Zhou; Gwo-Jen Hwang; Shi-Man Wang; Tong Huang – Educational Technology & Society, 2024
Knowing the factors affecting students' learning achievement in digital learning is a crucial educational issue nowadays. However, recent research has paid less attention to how an individual's internal factors (prior knowledge) influence their learning achievement through cognitive engagement, and previous studies generally employed students'…
Descriptors: Electronic Learning, Prior Learning, Cognitive Processes, Learner Engagement
Rozita Tsoni; Georgia Garani; Vassilios S. Verykios – Interactive Learning Environments, 2024
New challenges in education demand effective solutions. Although Learning Analytics (LA), Educational Data Mining (EDM) and the use of Big Data are often presented as a panacea, there is a lot of ground to be covered in order for the EDM to answer the real questions of educators. An important step toward this goal is to implement holistic…
Descriptors: Data Use, Distance Education, Learning Analytics, Educational Research
Nedime Selin Çöpgeven; Mehmet Firat – Journal of Educators Online, 2024
Learning processes can now be transferred to digital environments, allowing for the tracking of learners' digital footprints. The field of learning analytics focuses on the efficient use of these digital records to improve both learning experiences and processes. Dashboards are the tangible outputs of learning analytics. The use of dashboards in…
Descriptors: Electronic Learning, Distance Education, Academic Achievement, Educational Technology
Ángela Asensio-Martínez; Alejandra Aguilar-Latorre; Bárbara Oliván-Blázquez; Elena Fernández-Del-Río; Mario Samper-Pardo; Cruz Bartolomé – Innovations in Education and Teaching International, 2025
The educational podcast is a didactic resource requiring specific planning to create a digital audio file with educational content. These podcasts promote meaningful learning and stimulate cognitive skills. This study aimed to analyze the effectiveness of educational podcasts in increasing students' satisfaction and performance in content…
Descriptors: Educational Technology, Technology Uses in Education, Audio Equipment, Handheld Devices
Marek Hatala; Sina Nazeri – Journal of Learning Analytics, 2024
An essential part of making dashboards more effective in motivating students and leading to desirable behavioural change is knowing what information to communicate to the student and how to frame and present it. Most of the research studying dashboards' impact on learning analyzes learning indicators of students as a group. Understanding how a…
Descriptors: Educational Technology, Information Dissemination, Learning Processes, Algorithms
Gomathy Ramaswami; Teo Susnjak; Anuradha Mathrani – Journal of Learning Analytics, 2023
Learning Analytics Dashboards (LADs) are gaining popularity as a platform for providing students with insights into their learning behaviour patterns in online environments. Existing LAD studies are mainly centred on displaying students' online behaviours with simplistic descriptive insights. Only a few studies have integrated predictive…
Descriptors: Learner Engagement, Learning Analytics, Electronic Learning, Student Behavior
Müslüm Atas; Helmut Lindner; Thomas Strametz; Fatima Jammoul; Johannes Feiner; Antonius Metry Saad – International Association for Development of the Information Society, 2024
With the rapid growth of digital education, e-learning has become essential for offering accessible and flexible learning opportunities. This paper investigates strategies to achieve long-term learning outcomes and reduce study time in e-learning. It explores various techniques, including self-testing, spaced repetition, and the serial position…
Descriptors: Electronic Learning, Time on Task, Memory, Learning Strategies
Daniel Adeboye; Desmond W. Govender; Irene Govender – International Society for Technology, Education, and Science, 2024
Students naturally have a phobia for STEM subjects which leads to poor performance in these subjects. The reason for this is varied but can be associated with the teaching approach. As an improvement on the traditional teaching method and the earlier technology-enabled teaching methodologies, using the affordances of technology to effectively…
Descriptors: STEM Education, Intervention, Learning Activities, Elementary School Students
Peterson, Sarah E. – ProQuest LLC, 2023
Instructors are steadily incorporating collaborative learning technology into their online classes to help promote effective learning strategies. A learning management system (LMS), such as Blackboard, offers their own collaborative technologies, but some instructors are turning to free and open source system (FOSS) to conduct these collaborative…
Descriptors: Technology Integration, Learning Management Systems, Open Educational Resources, Cooperative Learning
Byoungho Jun – Pegem Journal of Education and Instruction, 2023
On-line learning has been adopted as a major educational technique and method due to the COVID-19 pandemic. Even though COVID-19 led to many problems such as faculty's burden and stress during the early stage of COVID-19, both students and faculties have gradually become familiar with on-line educational environment. The high technology…
Descriptors: Video Technology, Electronic Learning, Educational Technology, COVID-19
Hang Wang; Xiaorong Hou; Jiaxiu Liu; Xiaoyu Zhou; Mengyao Jiang; Jing Liao – Education and Information Technologies, 2025
The purpose of this study was to explore the factors of college students' learning intention when they use online learning platforms by using structural equation model (SEM), integration technology acceptance model (TAM) and planned behavior theory (TPB). With the help of this study, the development of distance online learning for college students…
Descriptors: Academic Achievement, Learning Motivation, College Students, Intention
Thiyaporn Kantathanawat; Anyamanee Ussarn; Mai Charoentham; Paitoon Pimdee – Educational Process: International Journal, 2025
Background/purpose: The increasing integration of digital technology in education underscores the need for instructional models that support personalized, skill-based, and problem-solving focused learning. While traditional pedagogies often fail to address these needs comprehensively, this study proposes that the Mastery Adaptive Problem-Solving…
Descriptors: Educational Technology, Technology Uses in Education, Problem Solving, Mastery Learning
Wenhao Li; Xiaotong Ren; Li Qian; Heng Luo; Bowen Liu – Interactive Learning Environments, 2024
A virtual classroom constructed with virtual reality technology enables a more intuitive and immersive experience for learners. The classroom climate is an important factor affecting students' learning experience and performance in a virtual environment. However, there is a lack of research on the role of climate on learning experience and…
Descriptors: Classroom Environment, Learning Experience, Academic Achievement, Electronic Learning
Capella, Juan V.; Perles, Angel; Martinez, Juan M.; Hassan, Houcine – IEEE Transactions on Education, 2023
Background: In technical subjects, the "hands-on" aspect is important because the students cannot assimilate some concepts until they practice with real industrial systems. They need to have the demonstration that what they are performing is real and works in order to create a true mental image of the subject concepts, which translates…
Descriptors: Electronic Learning, Educational Technology, Handheld Devices, Technology Integration