Library/Crowds Believe in You: Online Prediction Markets Overestimate How Often People Achieve Their Own Goals
MicrostructureResearch Paper

Crowds Believe in You: Online Prediction Markets Overestimate How Often People Achieve Their Own Goals

Zihan Chen, Lei Nico Zheng, Di Zhu·October 29, 2026·Academic Paper
“the information that would correct the crowd lies with the person”

Why It's Worth Reading

Across 6,150 Manifold markets where 1,660 people asked about their own futures, prices overstated outcomes by 4.4 points, while external markets were nearly calibrated at 0.9. The bias was absent at open: observers' trading created it within a day, and it peaked in the week before close. Only the person supplied the correction, their orders driving 38% of the late move toward the outcome against 9% in external markets.

Extensive technical background assumed

Concepts

Platforms mentioned: Manifold

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