Abstract: Highlights•Significant differences are shown in discourse behaviors and focused topics between completers and non-completers.•Completers are more likely to express appreciation of course-related content by posting.•Non-completers tend to hold negative attitudes toward the technical issues of platform construction by replying.•Learners' behaviors and opinions toward focused topics evolve toward a stable state throughout the course.
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