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Study finds anti-misinformation tweets more emotionally negative than pro-misinformation ones

A new study published on arXiv analyzed a large dataset of COVID-19 tweets to understand the ecosystem of users who counter misinformation. The research found that posts opposing misinformation were more emotionally negative, exhibiting higher levels of anger, disgust, and sadness, contrary to the assumption that negative emotion is solely linked to false claims. Additionally, accounts actively combating misinformation tended to be more established, characterized by older account creation dates, a larger follower count, and higher listed counts. AI

IMPACT Provides insights into the emotional and demographic characteristics of users engaged in online counter-misinformation efforts.

RANK_REASON Academic paper published on arXiv detailing research findings. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.CL →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Study finds anti-misinformation tweets more emotionally negative than pro-misinformation ones

COVERAGE [1]

  1. arXiv cs.CL TIER_1 English(EN) · Eun Cheol Choi, Emilio Ferrara ·

    Angry but Accurate: Detecting and Profiling the Counter-Misinformation Ecosystem on Twitter

    arXiv:2607.02900v1 Announce Type: cross Abstract: On social media, many users actively push back against false claims. Understanding who pushes back and how they do so matters, as this corrective activity is central to how misinformation is contested. We study this counter-misinf…