Paper

Linguistic Uncertainty and Engagement in Arabic-Language X Discourse

A study analyzing 16,695 Arabic-language tweets finds that posts expressing linguistic uncertainty receive significantly higher engagement, particularly replies—an effect described as “uncertainty–reply asymmetry.”