Abstract
Learners in asynchronous discussion forums are inundated with diverse options when it comes to interaction. This enables the embodiment of various styles of participation. On the other hand, the affective domain tends to be overlooked in the online discussion context. The modeling of discussion activities based on both cognitive and affective indicators constitutes this study’s unique aspect. In the study, the impact of social anxiety and participation styles on active participation in discussions were investigated using three-factor social anxiety and four-factor participation style models. In addition, the impact of active participation on academic achievement was also examined. Path analysis was used to explain the predictive correlation among these indicators. Students' participation behaviors in discussions during a three-week implementation were analyzed within the scope of a course taught during the COVID-19 pandemic period. The findings showed that social anxiety and participation styles had a significant impact on active participation, which, in turn, significantly affected academic achievement. The study provides crucial inputs in portraying the characteristics of learners in such a way as to tailor online discussions to their needs.

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This work was supported by Van Yuzuncu Yıl University, Scientific Research Projects Coordination Unit [Grant numbers SYD-2021–9505], Van, Turkey.
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Appendix 1
Appendix 1
Sample academic discussion questions
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1.
What are the effects of restrictive precautions for internet access on its correct and effective use?
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Loneliness/Happiness/Inquisitiveness/Sadness/Joyfulness
Do you think the above-mentioned moods have an effect on compulsive technology usage? Write your thoughts on this subject.
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3.
What are the positive and negative effects of the anonymization of communications in online social environments?
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4.
While some people are strictly against stealing hardware products, they may not be against stealing software products. What could be the underlying reasons for people's two-faced ethical stances between these two product types?
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Demir, Ö., Cinar, M. & Keskin, S. Participation style and social anxiety as predictors of active participation in asynchronous discussion forums and academic achievement. Educ Inf Technol 28, 11313–11334 (2023). https://doi.org/10.1007/s10639-022-11517-3
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DOI: https://doi.org/10.1007/s10639-022-11517-3