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Shabnam Ara S. J.; Tanuja Ramachandriah; Manjula S. Haladappa – Online Learning, 2025
Predicting learner performance with precision is critical within educational systems, offering a basis for tailored interventions and instruction. The advent of big data analytics presents an opportunity to employ Machine Learning (ML) techniques to this end. Real-world data availability is often hampered by privacy concerns, prompting a shift…
Descriptors: Learning Analytics, Privacy, Artificial Intelligence, Regression (Statistics)
Line Have Musaeus; Deborah Tatar; Peter Musaeus – Journal of Biological Education, 2024
Computational modelling is widely used in biological science. Therefore, biology students need to learn computational modelling. However, there is a lack of evidence about how to teach computational modelling in biology and what the effects are on student learning. The purpose of this intervention-control study was to investigate how knowledge in…
Descriptors: Computation, Models, High School Students, Biology
Moro, Christian; Mills, Kathy A.; Phelps, Charlotte; Birt, James – International Journal of Educational Technology in Higher Education, 2023
Educational institutions are increasingly investing into digital delivery, acquiring new devices, and employing novel software and services. The rising costs associated with maintenance, in combination with increasing redundancy of older technologies, presents multiple challenges. While lesson content itself may not have changed, the educational…
Descriptors: Sustainability, Educational Technology, Blended Learning, Intervention
Tola Bekene Bedada; M. F. Machaba – Education Inquiry, 2024
This article presents an instructional technology-based cycle model intended to support and facilitate the teaching and learning of mathematics, particularly calculus. The study used quantitative methods with quasi-experimental research that uses non-randomised assignments of the study group that are categorised into experimental and control…
Descriptors: Models, Mathematics Instruction, Computer Software, Educational Technology
George Essien; Steven S. Parbanath – Journal of Information Technology Education: Innovations in Practice, 2024
Aim/Purpose: This paper explores the trends in robot storytelling, its conceptual models, and educational implications. Background: Digital storytelling is the use of digital media elements such as text, images, audio, and video to create and tell a story. A form of digital storytelling using a social robot to do the story presentation is called…
Descriptors: Robotics, Educational Technology, Story Telling, Educational Trends
Xingle Ji; Lu Sun; Xueyong Xu; Xiaobing Lei – International Journal of Information and Communication Technology Education, 2024
This study examines the current research on educational data mining, educational learning support services, personalized learning services, and personalized learning paths in education. The authors aim to integrate personalized learning concepts into traditional support services by drawing on the latest theoretical and practical research. Using…
Descriptors: Information Retrieval, Data Analysis, Educational Research, Individualized Instruction
Wachira Morachat; Thapanee Seechaliao – Higher Education Studies, 2024
Research objectives were to 1) investigate the current state and best practice of the instruction relying on flipped learning; 2) develop the instructional model based on flipped using technology-based learning to enhance the digital literacy for undergraduate students of Rajabhat University and 3) examine the effects of the model. The sample for…
Descriptors: Flipped Classroom, Technology Uses in Education, Digital Literacy, Undergraduate Students
Abboud, Maha; Rogalski, Janine – Canadian Journal of Science, Mathematics and Technology Education, 2021
This study addresses teachers' activity when working with digital technologies (DT) in their classrooms. We build upon a model that considers teaching as managing "open dynamic situations." Within the model, teachers' activity is viewed as diagnosing students' mathematical activity, managing uncertainties due to the characteristics of…
Descriptors: Teaching Methods, Models, Technology Uses in Education, Educational Technology
Fatma Karaismailoglu; Mehtap Yildirim – Research in Science & Technological Education, 2024
Background: Spatial ability has an important place in science education, which is effective in raising future scientists. Although not in large numbers, studies show that teachers' spatial abilities somehow affect their teaching practices in the classroom and thus the spatial abilities of their students. Purpose: This study aimed to investigate…
Descriptors: Models, Educational Technology, Computer Simulation, Flipped Classroom
Lake, Warren; Wallin, Margie; Woolcott, Geoff; Boyd, Wendy; Foster, Alan; Markopoulos, Christos; Boyd, William – International Journal of Mathematical Education in Science and Technology, 2017
Student mathematics performance and the need for work-ready graduates to be mathematics-competent is a core issue for many universities. While both student and teacher are responsible for learning outcomes, there is a need to explicitly acknowledge the weak mathematics foundation of many university students. A systematic literature review was…
Descriptors: Meta Analysis, Teaching Methods, Teaching Models, Mathematics Achievement
Noesgaard, Signe Schack – Interactive Technology and Smart Education, 2016
Purpose: The paper aims to discuss the effectiveness of e-Learning in advancing work practices. The paper investigates the assumption that e-Learning is as effective as face-to-face interventions when stimulating change. It also examines the assumption that well-designed and well-executed instructional interventions will advance work practices.…
Descriptors: Electronic Learning, Educational Technology, Teaching Methods, Conventional Instruction
Yazici, Mahmut Serkan; McKenzie, Becky – International Journal of Disability, Development and Education, 2020
There is currently very little research about strategies and interventions used to support children with autism in Turkey. This research paper focuses on teachers' strategies and opinions about strategies to support the development of social and communication skills of children with autism in a Turkish Special Education School. This study used…
Descriptors: Foreign Countries, Autism, Pervasive Developmental Disorders, Students with Disabilities
McKee, Holly – Online Learning, 2017
With the widespread use of learning analytics (LA) tools, there is a need to explore how these technologies can be used to enhance teaching and learning. Little research has been conducted on what human processes are necessary to facilitate meaningful adoption of LA. The research problem is that there is a lack of evidence-based guidance on how…
Descriptors: Educational Research, Data Collection, Data Analysis, Program Implementation
Biehler, Rolf; Frischemeier, Daniel; Podworny, Susanne – Statistics Education Research Journal, 2017
Connecting data and chance is fundamental in statistics curricula. The use of software like TinkerPlots can bridge both worlds because the TinkerPlots Sampler supports learners in expressive modeling. We conducted a study with elementary preservice teachers with a basic university education in statistics. They were asked to set up and evaluate…
Descriptors: Elementary School Teachers, Preservice Teachers, Teaching Methods, Computer Software
Knowledge Gained and Acceptability of Modeling in Web-Based Training on Evidence-Based Interventions
Hagermoser, Elizabeth M. – ProQuest LLC, 2016
The rising prevalence of mental health concerns among school aged children highlights the need for increased support for students with mental, emotional, and behavioral (MEB) disorders. Because the mental health treatment systems for children are historically underfunded, much of the responsibility for dealing with MEB concerns is being shouldered…
Descriptors: Web Based Instruction, Educational Technology, Technology Uses in Education, Mental Health