Abstract
There are few empirical studies that directly investigate the relationships between mobile device usage and four constructs (student-student dialogue, student-instructor dialogue, self-regulation, and learning outcomes) in university online education. Structural equation modeling is applied to examine the effects of mobile device usage on students' perceived learning outcomes. A total of 350 valid unduplicated responses from students who have completed at least one online course at a university in the Midwest USA were used to examine the structural model. The results of this study showed that mobile device usage affect student-instructor dialogue positively and facilitate the self-regulation process, which in turn positively affect the learning outcomes.
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