economics Nature Is Weird

High-profile opinion leaders make conspiracy theories more believable because people think the leader's reputation is a guarantee of the truth.

April 24, 2026

Original Paper

How Opinion Leaders Shape Trust and Information Sharing?

Changsheng Liu, Yi Cao, Yubo Hou

SSRN · 6636654

The Takeaway

Social media users are more likely to share wild misinformation when it comes from an influential figure rather than a random stranger. People generally believe that a person with a significant reputation would not risk their status by posting something false. This mental shortcut creates a dangerous loophole where a leader's fame actually acts as a shield for lies. Instead of being more skeptical of powerful voices, the human brain uses their success as a proxy for accuracy. This means the very people we trust to filter information are often the most efficient vectors for spreading total fiction.

From the abstract

Opinion leaders play a central role in shaping trust and information sharing on social media platforms. Across three studies, we examined whether source cues (opinion leader vs. ordinary user) shape perceived credibility and sharing. Specifically, Study 1 found that, compared with ordinary users, information disseminated by opinion leaders was perceived as more credible; moreover, this source effect was stronger for non-conspiracy content than for conspiracy-related content. Building on this fin