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Zilvinskis, John; Willis, James E., III – InSight: A Journal of Scholarly Teaching, 2019
The idea of learning analytics has become popularized within higher education, yet many educators are uncertain about what is entailed when implementing these technologies into practice. The following article serves as an overview to the field of learning analytics for faculty, educators for whom the expectations to use these technologies…
Descriptors: Learning Analytics, Higher Education, Definitions, Student Evaluation
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Hundhausen, C. D.; Olivares, D. M.; Carter, A. S. – ACM Transactions on Computing Education, 2017
In recent years, learning process data have become increasingly easy to collect through computer-based learning environments. This has led to increased interest in the field of "learning analytics," which is concerned with leveraging learning process data in order to better understand, and ultimately to improve, teaching and learning. In…
Descriptors: Learning Analytics, Computer Science Education, Programming, Learning Processes
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Reimann, Peter; Markauskaite, Lina; Bannert, Maria – British Journal of Educational Technology, 2014
This paper discusses the fundamental question of how data-intensive e-research methods could contribute to the development of learning theories. Using methodological developments in research on self-regulated learning as an example, it argues that current applications of data-driven analytical techniques, such as educational data mining and its…
Descriptors: Research Methodology, Learning Theories, Independent Study, Data Analysis
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Saykili, Abdullah – International Journal of Contemporary Educational Research, 2018
Distance Education, nowadays defined more as Open and Distance Learning, dates back to 1800s. Once considered as using non-traditional approaches and delivery methods compared to conventional campus-based education, distance education now has become a mainstream form of education increasing its popularity and use in the 21st century. Distance…
Descriptors: Distance Education, Educational Technology, Technology Uses in Education, Definitions
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Leonard, Simon N.; Fitzgerald, Robert N.; Bacon, Matt – Australasian Journal of Educational Technology, 2016
Emerging technologies offer an opportunity for the development, at the institutional level, of quality processes with greater capacity to enhance learning in higher education than available through current quality processes. These systems offer the potential to extend use of learning analytics in institutional-level quality processes in addition…
Descriptors: Foreign Countries, Educational Technology, Technological Advancement, Quality Assurance
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Chen, Bodong – Journal of Learning Analytics, 2015
In this commentary on Van Leeuwen (2015, this issue), I explore the relation between theory and practice in learning analytics. Specifically, I caution against adhering to one specific theoretical doctrine while ignoring others, suggest deeper applications of cognitive load theory to understanding teaching with analytics tools, and comment on…
Descriptors: Data Collection, Data Analysis, Theory Practice Relationship, Learning Theories
Subramony, Deepak Prem; Molenda, Michael; Betrus, Anthony K.; Thalheimer, Will – Educational Technology, 2014
In response to the wide-scale proliferation of "the cone of learning"--a fanciful retention chart confounded with Dale's Cone of Experience--the authors make four major claims debunking this fantasy and provide documentary evidence to support these claims. The first claim is that the data in the mythical retention chart do not make…
Descriptors: Educational Research, Research Methodology, Validity, Data Collection
Subramony, Deepak Prem; Molenda, Michael; Betrus, Anthony K.; Thalheimer, Will – Educational Technology, 2014
Critics have been attempting to debunk the mythical retention chart at least since 1971. The earliest critics, David Curl and Frank Dwyer, were addressing just the retention data. Beginning around 2002, a new generation of critics has taken on the illegitimate combination of the retention chart and Edgar Dale's Cone of Experience--the corrupted…
Descriptors: Educational Research, Research Methodology, Validity, Data Collection
Subramony, Deepak Prem; Molenda, Michael; Betrus, Anthony K.; Thalheimer, Will – Educational Technology, 2014
The authors are attempting to set the record straight regarding the sources frequently cited in the literature of the mythical retention chart and the corrupted Dale's Cone. They point out citations that do not actually connect with relevant works; provide correct citations of sources that are often cited erroneously; add references for overlooked…
Descriptors: Educational Research, Research Methodology, Validity, Data Collection
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Hennig, Kelly; Kirova, Anna – Contemporary Issues in Early Childhood, 2012
Starting with the research question "What is the role of play as a means of genuine inclusion of home language and cultural traditions in an intercultural early learning programme?", the article focuses on the role of cultural artefacts in a programme in which the majority of the children were refugees from Africa. The sociocultural…
Descriptors: Teaching Methods, Social Environment, Cultural Background, Ethnography
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Dewett, Todd; Gruys, Melissa L. – Thinking Skills and Creativity, 2007
We describe an MBA course focusing on creativity and innovation in organizations. Drawing on the creativity literature and experiential learning theory, the theoretical foundations of the course are discussed. Core aspects of the course include reading articles from academic journals and business periodicals, engaging a wide variety of…
Descriptors: Learning Theories, Creativity, Student Attitudes, Experiential Learning
Frazier, Michael Duane – 1994
Computer task automation is part of the natural progression of encoding information. This thesis considers the automation process to be a question of whether it is possible to automatically learn the encoding based on the behavior of the system to be described. A variety of representation languages are considered, as are means for the learner to…
Descriptors: Algorithms, Automation, Coding, Computation
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Eron, Leonard, D. – American Psychologist, 1987
Describes theoretical developments that have guided the interpretation of findings in a large-scale study of the development of aggression over 22 years. As the data have accumulated, they have been found to be relevant to operant formulations as well as to social learning theory and cognitive behaviorism. (Author/VM)
Descriptors: Behavior, Behaviorism, Data Collection, Learning Theories