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Perrotta, Carlo; Williamson, Ben – Learning, Media and Technology, 2018
This paper argues that methods used for the classification and measurement of online education are not neutral and objective, but involved in the creation of the educational realities they claim to measure. In particular, the paper draws on material semiotics to examine cluster analysis as a 'performative device' that, to a significant extent,…
Descriptors: Educational Research, Data Collection, Data Analysis, Multivariate Analysis
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
Arbaugh, J. B.; Hwang, Alvin – Journal of Management Education, 2013
Seeking to assess the analytical rigor of empirical research in management education, this article reviews the use of multivariate statistical techniques in 85 studies of online and blended management education over the past decade and compares them with prescriptions offered by both the organization studies and educational research communities.…
Descriptors: Multivariate Analysis, Management Development, Business Administration Education, Blended Learning
Kopp, Birgitta; Matteucci, Maria Cristina; Tomasetto, Carlo – Computers & Education, 2012
The e-tutor plays a major role in supporting virtual collaborative learning, as he/she supervises learners in collaboratively solving tasks, acquiring new skills, and applying new knowledge. This study is aimed at gaining further insights into the daily support practices of e-tutors. Seventy-six e-tutors from 17 different European countries were…
Descriptors: Electronic Learning, Computer Mediated Communication, Learning Activities, Online Courses
Strang, Kenneth David – Decision Sciences Journal of Innovative Education, 2012
An experiment compared asynchronous versus synchronous instruction in an online quantitative course. Mann-Whitney U-tests, correlation, analysis of variance, t tests, and multivariate analysis of covariance (MANCOVA) were utilized to test the hypothesis that more high-quality online experiential learning interactions would increase grade.…
Descriptors: Synchronous Communication, Interaction, Statistical Analysis, Business Administration
Hsieh, Pei-Hsuan; Dwyer, Francis – Educational Technology & Society, 2009
The purpose of this study was to examine the instructional effectiveness of different online reading strategies for students identified as possessing different learning styles, either internal or external locus of control styles, on tests measuring different learning objectives. Participants were 169 undergraduate students, randomly assigned to…
Descriptors: Undergraduate Students, Locus of Control, Cognitive Style, Reading Strategies
Lapsley, Ruth; Kulik, Brian; Moody, Rex; Arbaugh, J. B. – Journal of Educators Online, 2008
This study investigates the validity of equivalency theory among 63 students by comparing two introductory upper-division human resource management courses: one taught online, the other in a traditional classroom. Commonalities included same term, same professor, and identical assignments/tests in the same order, thus allowing a direct comparison…
Descriptors: Electronic Learning, Online Courses, Human Resources, Distance Education
Suki, Norbayah Mohd; Suki, Norazah Mohd – Campus-Wide Information Systems, 2007
Purpose: Mobile technologies offer the opportunity to embed learning in a natural environment. The objective of the study is to examine how the usage of mobile phones for m-learning differs between heavy and light mobile phone users. Heavy mobile phone users are hypothesized to have access to/subscribe to one type of mobile content than light…
Descriptors: Multivariate Analysis, Telecommunications, Use Studies, Telephone Communications Industry
Moneta, Giovanni B.; Kekkonen-Moneta, Synnove S. – Educational Psychology, 2007
This study evaluated students' affective learning in an introductory computing course that was taught in Hong Kong once in a lecture format and twice in a rich interactive multimedia online format to 414 college students in all. A simplified experience sampling method was used to assess affective learning at the midterm and end of each course in…
Descriptors: Foreign Countries, Computer Literacy, Academic Ability, Self Efficacy