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Avella, John T.; Kebritchi, Mansureh; Nunn, Sandra G.; Kanai, Therese – Online Learning, 2016
Higher education for the 21st century continues to promote discoveries in the field through learning analytics (LA). The problem is that the rapid embrace of of LA diverts educators' attention from clearly identifying requirements and implications of using LA in higher education. LA is a promising emerging field, yet higher education stakeholders…
Descriptors: Higher Education, Literature Reviews, Data Collection, Data Analysis
Gibson, David; Clarke-Midura, Jody – International Association for Development of the Information Society, 2013
The rise of digital game and simulation-based learning applications has led to new approaches in educational measurement that take account of patterns in time, high resolution paths of action, and clusters of virtual performance artifacts. The new approaches, which depart from traditional statistical analyses, include data mining, machine…
Descriptors: Psychometrics, Educational Games, Educational Research, Data Collection
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Rovai, Alfred P.; Baker, Jason D. – Quarterly Review of Distance Education, 2005
Multivariate statistical analyses were used to determine if there were differences in social community, learning community, and perceived learning between male and female students in 12 online graduate education courses in which female students (n = 162) outnumbered males (n = 31). Study results provided evidence that females felt more connected…
Descriptors: Electronic Learning, Education Courses, Online Courses, Gender Differences