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Pardo, Abelardo; Han, Feifei; Ellis, Robert A. – IEEE Transactions on Learning Technologies, 2017
Self-regulated learning theories are used to understand the reasons for different levels of university student academic performance. Similarly, learning analytics research proposes the combination of detailed data traces derived from technology-mediated tasks with a variety of algorithms to predict student academic performance. The former approach…
Descriptors: Student Centered Learning, Learning Theories, College Students, Academic Achievement
Simpson, Tamara; Camfield, David; Pipingas, Andrew; Macpherson, Helen; Stough, Con – Educational Gerontology, 2012
In an increasingly aging population, a number of adults are concerned about declines in their cognitive abilities. Online computer-based cognitive training programs have been proposed as an accessible means by which the elderly may improve their cognitive abilities; yet, more research is needed in order to assess the efficacy of these programs. In…
Descriptors: Foreign Countries, Aging (Individuals), Comparative Analysis, Control Groups
Danby, Susan; Lee, Alison – Australian Universities' Review, 2012
With growing international interest in diversifying sites for pedagogical work within the doctorate, doctoral programmes of different kinds are being developed in different disciplinary, institutional and national settings. However, little is known about how the pedagogical work of these programmes is designed and enacted, and with what effects.…
Descriptors: Foreign Countries, Graduate Students, Social Action, Doctoral Programs
Olmos, Martin; Corrin, Linda – Journal of Asynchronous Learning Networks, 2012
The ability to visualize student engagement and experience data provides valuable opportunities for learning support and curriculum design. With the rise of the use of learning analytics to provide "actionable intelligence" on students' learning, the challenge is to create visualizations of the data, which are clear and useful to the…
Descriptors: Foreign Countries, Computer Graphics, Internet, Open Source Technology
Kennedy, Gregor E.; Judd, Terry S. – Australasian Journal of Educational Technology, 2004
In this paper we argue that the use of audit trail data for research and evaluation purposes has attracted scepticism due to real and perceived difficulties associated with the data's interpretation. We suggest that educational technology researchers and evaluators need to better understand how audit trail data can be processed and analysed…
Descriptors: Educational Technology, Educational Resources, Data Analysis, Research Methodology
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers