The billion-dollar prediction markets industry began like a joke: Three economists walked into a bar.

The trio of University of Iowa professors were drinking beer and mulling over a question: Why did polls get elections so wrong — and what could be done about it? By the time they finished their drinks, they had settled on an idea: a marketplace for betting on the outcome of events that could serve as a tool for forecasters. It's now a multibillion-dollar industry.