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Showing all 15 results Save | Export
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Anil Harun Kiliç; Serkan Izmirli – Asian Journal of Distance Education, 2024
This study conducted a systematic literature review of articles on learning analytics published between 2004 and January 2024. A total of 1,064 articles, identified using the keyword "learning analytic*" in the Scopus database, were analyzed. The study integrated systematic literature review and bibliometric analysis approaches to…
Descriptors: Literature Reviews, Learning Analytics, Foreign Countries, Data Use
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Minkyung Lee; Priya Sharma – International Journal of Educational Technology in Higher Education, 2024
This study explores the dynamics of student interaction networks within an online asynchronous discussion forum, focusing on both whole group discussions and subgroup interactions distinguished by the Louvain algorithm, a renowned community detection method. Analyzing 2481 posts from 154 undergraduate students across three sections of a…
Descriptors: Electronic Learning, Group Instruction, Grouping (Instructional Purposes), Cooperative Learning
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Areej Tayem; Isabelle Bourgeois – Canadian Journal of Learning and Technology, 2024
Despite the widespread adoption of data-based decision making (DBDM) policies in schools around the world, there is limited understanding of how teachers use DBDM in K-12 classrooms and the impact of DBDM training on teacher practices and student outcomes. This scoping review aims to provide an overview of the existing literature on the uses of…
Descriptors: Data Use, Decision Making, Elementary School Teachers, Secondary School Teachers
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West, Paige; Paige, Frederick; Lee, Walter; Watts, Natasha; Scales, Glenda – Journal of Civil Engineering Education, 2022
The expansion of online learning in higher education has both contributed to researchers exploring innovative ways to develop learning environments and created challenges in identifying student interactions with course material. Learning analytics is an emerging field that can identify student interactions and help make data-informed course design…
Descriptors: Learning Analytics, Student Attitudes, Electronic Learning, Construction Management
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Jelena Andelkovic Labrovic; Nikola Petrovic; Jelena Andelkovic; Marija Meršnik – Journal of Computing in Higher Education, 2025
The focus of this study was on identifying patterns of student behavior to support data-informed decision-making which would then improve the learning experience and learning outcomes of online English language courses. Learning analytics approach (or more specifically cluster analysis) was used to identify engagement patterns in online learning.…
Descriptors: Electronic Learning, Online Courses, Behavior Patterns, Student Behavior
Wendy Kilgore – American Association of Collegiate Registrars and Admissions Officers (AACRAO), 2024
This paper examines the adoption and outcomes of shortened parts of term--referred to as SPOT--across nine diverse higher education institutions, drawing on insights from a roundtable discussion with key stakeholders involved in SPOT implementation. The white paper explores the motivations behind the adoption of SPOTs, along with the strategies…
Descriptors: Flexible Scheduling, School Schedules, Vocabulary, College Enrollment
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Papamitsiou, Zacharoula; Filippakis, Michail E.; Poulou, Marilena; Sampson, Demetrios; Ifenthaler, Dirk; Giannakos, Michail – Smart Learning Environments, 2021
In the era of digitalization of learning and teaching processes, Educational Data Literacy (EDL) is highly valued and is becoming essential. EDL is conceptualized as the ability to collect, manage, analyse, comprehend, interpret, and act upon educational data in an ethical, meaningful, and critical manner. The professionals in the field of…
Descriptors: Multiple Literacies, Instructional Design, Tutors, Electronic Learning
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Gabriel, Florence; Marrone, Rebecca; Van Sebille, Ysabella; Kovanovic, Vitomir; de Laat, Maarten – Irish Educational Studies, 2022
Technology is omnipresent in our rapidly changing digital world. Capitalising on these technologies is paramount for education systems to support a modern workforce. This study presents a review of 10 countries, highlighting how different public education systems have integrated digital technologies for teaching and learning. These education…
Descriptors: Electronic Learning, Educational Policy, Learning Strategies, Comparative Education
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Lee, Dabae – Journal of Education for Teaching: International Research and Pedagogy, 2020
As heavy emphasis is placed on evidence-informed teaching to improve educational practice, developing educators' statistical literacy to facilitate data-driven decision-making becomes critical. However, there are few practical examples of how statistics can be taught to develop statistical literacy, especially in online courses. This article…
Descriptors: Statistics, Online Courses, Electronic Learning, Evidence Based Practice
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Maya Usher; Arnon Hershkovitz; Alona Forkosh-Baruch – British Journal of Educational Technology, 2021
The outbreak of the COVID-19 pandemic has changed education dramatically, with the sudden shift from face-to-face to emergency remote teaching. Online learning environments may facilitate data-driven instructional process; yet, our understanding regarding data-driven decisions is still limited. This quantitative study examined types of learners'…
Descriptors: College Faculty, COVID-19, Pandemics, Distance Education
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Regan, Kelley; Evmenova, Anya S.; Mergen, Reagan L.; Verbiest, Courtney; Hutchison, Amy; Murnan, Reagan; Field, Sara; Gafurov, Boris – Learning Disabilities Research & Practice, 2023
Rubrics can be used to give students targeted feedback on their writing and, therefore, teachers should be able to use them as a type of formative assessment to guide writing instruction. This article describes an exploratory study of how three teachers provided instruction for fourth, fifth, and seventh graders with learning disabilities and…
Descriptors: Grade 4, Grade 5, Grade 7, Elementary School Students
Danielle Christine Wysenski – ProQuest LLC, 2021
English learners (ELs) make up a significant portion of the nation's K-12 student population who come from culturally and linguistically diverse backgrounds. ELs bring a wealth of diversity to the United States' education system; however, teachers' limited knowledge and practices that integrate ELs' cultural, linguistic, and prior educational…
Descriptors: Electronic Learning, Faculty Development, Reading Instruction, English Learners
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Orchard, Ryan K. – Journal of Educational Technology Systems, 2019
Learning management systems (LMS) allow for a variety of ways in which online multiple-choice assessments ("tests") can be configured, including the ability to allow for multiple attempts and options for which of and how the attempts will count. These options are usually chosen according to the instinct of the instructor; however, LMS…
Descriptors: Integrated Learning Systems, Data Use, Electronic Learning, Assignments
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López-Belmonte, Jesús; Pozo-Sánchez, Santiago; Fuentes-Cabrera, Arturo; Trujillo-Torres, Juan-Manuel – Education Sciences, 2019
The progress of technology in the field of education has led to the development of new professional skills in the teaching community, such as digital competence. Likewise, it has propagated the appearance of new learning environments mediated by technological resources that favor the generation of a large volume of data, known as Big Data, derived…
Descriptors: Data Analysis, Teacher Competencies, Electronic Learning, Information Storage
Miller, Gary E., Ed.; Ives, Kathleen S., Ed. – Stylus Publishing LLC, 2020
eLearning has entered the mainstream of higher education as an agent of strategic change. This transformation requires eLearning leaders to develop the skills to innovate successfully at a time of heightened competition and rapid technological change. In this environment eLearning leaders must act within their institutions as much more than…
Descriptors: Electronic Learning, Higher Education, Change Strategies, Leadership Effectiveness