Published August 30, 2024 | Version v1
Publication Open

Early morning hour and evening usage habits increase misinformation-spread

  • 1. ROR icon ETH Zurich
  • 2. ROR icon Fondazione Bruno Kessler

Description

Social media manipulation poses a significant threat to cognitive autonomy and unbiased opinion formation. Prior literature explored the relationship between online activity and emotional state, cognitive resources, sunlight and weather. However, a limited understanding exists regarding the role of time of day in content spread and the impact of user activity patterns on susceptibility to mis‐ and disinformation. This work uncovers a strong correlation between user activity time patterns and the tendency to spread potentially disinformative content. Through quantitative analysis of Twitter (now X) data, we examine how user activity throughout the day aligns with diurnal behavioural archetypes. Evening types exhibit a significantly higher inclination towards spreading potentially disinformative content, which is more likely at night‐time. This knowledge can become crucial for developing targeted interventions and strategies that mitigate misinformation spread by addressing vulnerable periods and user groups more susceptible to manipulation.

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Additional details

Funding

European Commission
AI4TRUST – AI-based-technologies for trustworthy solutions against disinformation 101070190
European Commission
HumanE-AI-Net – HumanE AI Network 952026