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This study examined effects of two different discussion representation tools: interaction vs. topic diagram in online discussion forums. Overall, interaction diagram illustrating interactivity facilitated agreeing behaviors and social interactions as well as increased the number of responses. On the contrary, topic diagram describing evolution of topics encouraged disagreeing behaviors and developing ideas through elaboration. The findings will shed light on designing instructional tools or intervention to facilitate more engaging and meaningful online discussion.