Exposure to Social Engagement Metrics Increases Vulnerability to Misinformation
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Abstract (arXiv)
News feeds in virtually all social media platforms include engagement metrics, such as the number of times each post is liked and shared. We find that exposure to these social engagement signals increases the vulnerability of users to misinformation. This finding has important implications for the design of social media interactions in the misinformation age. To reduce the spread of misinformation, we call for technology platforms to rethink the display of social engagement metrics. Further research is needed to investigate whether and how engagement metrics can be presented without amplifying the spread of low-credibility information.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 May 2020.
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Citing papers per year: 2023: 1; 2024: 1; 2025: 0; 2026: 3.
5 papers.
- 2023Factuality Challenges in the Era of Large Language Modelscited by 125
- 2024MisinfoEval: Generative AI in the Era of "Alternative Facts"cited by 6
- 2026FrameRef: A Framing Dataset and Simulation Testbed for Modeling Bounded Rational Information Healthcited by 0
- 2026Predicting, Evaluating, and Explaining Top Misinformation Spreaders via Archetypal User Behaviorcited by 0
- 2026Beyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventionscited by 0
- 2026Beyond Effectiveness: A Multi-Criteria Framework for Comparing Practical Socio-Technical Interventions21 Aug 2026
- 2026Predicting, Evaluating, and Explaining Top Misinformation Spreaders via Archetypal User Behavior17 Aug 2026
- 2026FrameRef: A Framing Dataset and Simulation Testbed for Modeling Bounded Rational Information Health17 Feb 2026
- 2024MisinfoEval: Generative AI in the Era of "Alternative Facts"13 Oct 2024
- 2023Factuality Challenges in the Era of Large Language Models8 Oct 2023