Adopting Web Conferencing in Online Teaching: A Perspective From Logistic Regression

Adopting Web Conferencing in Online Teaching: A Perspective From Logistic Regression

Yan Sun, Joanne Beriswill, Maresha E. Allen
Copyright: © 2022 |Pages: 18
DOI: 10.4018/IJDET.296701
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Abstract

This study represented dimensions from the Diffusion of Innovations theory and the Community of Inquiry model to explore the adoption of web-conferencing. It used logistic regression to model the likelihood of adopting web-conferencing in online teaching with data collected from 66 college online instructors. In the logistic regression analyses, measures of the instructors’ perception of the instructional benefits of web-conferencing, perception of web-conferencing as a tool for creating social presence and teaching presence, and perception of barriers of using web-conferencing in online instruction were the independent variables, and the binary dependent variable represented the instructors’ adoption or non-adoption of the web-conferencing innovation. The results of the full logistic regression model (with all three independent variables) and the reduced models (with one or two independent variables at a time) are reported and implications for promoting web-conferencing adoption and future research are discussed.
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Background

Traditional online instruction has been mostly asynchronous with learning and communication between instructors and students supported by discussion forums, emails, blogs, wikis, or text-based and pre-recorded video lectures (Huang & Hsiao, 2012; Ruiz et al., 2006; Zhang et al., 2004). Though offering distance learners the flexibility of learning at their own pace, the asynchronous model has such disadvantages and problems as lack of real-time interaction and collaboration, no opportunities for asking questions and getting instant feedback, causing sense of separation between instructors and students, and low student motivation and participation (Bower, 2011; Dumford & Miller, 2018; Gazan, 2020). Web-conferencing helps address these disadvantages and problems by transforming online learning into a synchronous, virtual classroom where the interaction and the sense of connectedness can be comparable to a face-to-face classroom (Beattie et al., 2017; Islam, 2019).

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