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The Last Show with David Cooper

Prediction Markets: Should You Be Skeptical of Them?

25 Feb 2026

Transcription

Transcript generated automatically by AI and may contain errors.

Chapter 1: What is the main topic discussed in this episode?

3.203 - 26.771 David Cooper

We're here because your heightened awareness deserves heightened entertainment. The Last Show with David Cooper prediction markets. They claim to forecast the future, investing based on elections, recessions, even who will win an Olympic gold. But is getting involved with them a genius investment or is it just betting dressed up a little different? I'm here with someone who's run these markets.

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26.791 - 37.148 David Cooper

He's researched them. And the question is, should we be skeptical of them? I'm here with Werner Antweiler, an economics professor at UBC's Sauter School of Business. Werner, welcome to the show. Hello, David.

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Chapter 2: What are prediction markets and how do they work?

37.168 - 50.556 David Cooper

Thank you for having me on your program. It sounds fancy. It doesn't sound like going to a casino, a prediction market. Sounds like something that a reasonable person would invest in. What are they? If I was at a dinner party with you and I'd never heard of them, how would you explain them?

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51.177 - 70.586 Werner Antweiler

Yeah, it's essentially like any other futures market where you can buy and sell shares in a contract. And the basic idea is that you're predicting events in the future by trading on the outcome of a particular event, like an election or the invention of a new drug potentially, but mostly it's sports events.

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Chapter 3: Are prediction markets just a fancy form of betting?

70.606 - 72.929 Werner Antweiler

And so in that sense, it's very similar to betting.

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73.309 - 81.76 David Cooper

So it's not dissimilar than sitting in that sports room in the casino, placing a bet on the football game in the screen. It's just a sort of fancy dressed up way of doing that.

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81.74 - 102.041 Werner Antweiler

Yeah, the main difference is that you can trade it continuously. So before the event happens, you can actually go and sell your shares or buy new shares. And the information that you have about the event reflects the prices. So it's basically different than placing a bet because you can still change your position any time until the event happens.

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102.422 - 108.388 David Cooper

So you ran one, a not-for-profit, I imagine, sort of research sort of prediction market. For how long did you run one?

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108.368 - 130.326 Werner Antweiler

Yeah, we ran it for about 20 years. We ran prediction markets for elections in British Columbia and at the federal level in Canada. And we wanted to find out how these prediction markets work and what is actually working well, what is not working well. The basic appeal of these markets is that it's crowdsourcing information different from public opinion polls. It's really asking people to put...

130.306 - 146.222 Werner Antweiler

their money where their mouth is. It's basically harnessing the wisdom of the crowds by aggregating all that wonderful information when people aren't just asked about, now, what do you think is going to happen, but where they really have to put money into their beliefs. And that is the appeal of these markets.

146.202 - 158.094 David Cooper

Well, the wisdom of the crowd. When I think of a crowd, I think mob mentality. I don't necessarily think wisdom. What are some of the surprising ways in which people behaved when they had access to this financial instrument, I guess you call it?

158.474 - 179.422 Werner Antweiler

Yeah, so actually we ran different types of markets. One was very much like a futures market where we were trading in the outcome for predicting the seed share in the House of Commons. And that is a continuous number. But people are attracted to these what we call binary option contracts, an all or nothing contract where you either win or you lose.

180.064 - 204.1 Werner Antweiler

And so basically, like the majority government who forms the next government. And people are much more attracted to these leveraged markets than to the markets that trade in continuous outcomes. The appeal then is like now you invest maybe $30, $40, and you get $100 in return if you actually win the big prize, which is the outcome comes true that you're predicting.

Chapter 4: What are the advantages of using prediction markets for forecasting?

204.682 - 227.442 Werner Antweiler

Like, you know, say one party forms the next government. So this attraction to these really leveraged options is also part of the problem. It really looks in the end like gambling because you're not really trading in this continuous outcome like a commodity price for oil or gas or something like that, but you're trading in this very leveraged position. You either win all or you lose everything.

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227.422 - 237.056 David Cooper

There are those, and I'm not one of them, I'm not a fan of these actually, but there are those that would say trading stocks is gambling as well. How is this somehow worse? How is this somehow more like casino gambling?

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237.376 - 251.658 Werner Antweiler

Well, of course, you have the uncertainty of the prices. With stocks, you invest in a company, you actually get a dividend, and this company is actually producing something. When you're actually hedging commodities, there's value in that too, because actually you will receive these commodities at some point in the future.

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252.439 - 270.527 Werner Antweiler

So people invest in futures markets because it allows you to hedge against the uncertainty of the future. You're taking a position now, and then you are basically receiving delivery of a commodity at a fixed price sometime in the future. With a prediction market, you may actually buy an emotional hedge.

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270.547 - 291.972 Werner Antweiler

Like, say, you want to have one party win, but you think it's the other party that's going to win. So you buy a contract in the futures market, like a prediction market, and you emotionally hedge against the outcome. That would be something where you can see the rationale here. But still, in the end, because it's such a leveraged position, it really looks a lot like betting in the end.

292.34 - 311.58 David Cooper

I'm a Canadian. I live in the United States. And when it comes to money, securities, regulation, banking, definitely my Canadian sensibilities are strong. But here in the U.S., prediction markets are mostly legal, is my understanding. They're very, very common. Do you see them coming to Canada in a similar way that they exist in the U.S. ?

311.813 - 327.287 Werner Antweiler

No, not quite. Now, we have securities regulators in Canada who put a lot on that in Ontario. Other provinces haven't followed because our securities regulator system is kind of fractured. Every province actually has its own little thing. And so what happened in Ontario doesn't necessarily apply to the other provinces.

327.628 - 343.423 Werner Antweiler

But so far, we haven't actually seen them springing up because the regulators here in Canada would probably look at it quite differently than in the United States. And that's for good reason. These prediction markets actually come with a number of problems that regulators what I can need to deal with. And they're really thorny issues.

344.104 - 360.484 David Cooper

Now, not to mention like market manipulation, insider influence, like I could bet on something and then I don't know if it's a political candidate to win. I could then donate to the candidate to try to influence the election. Do you see subtle ways in which people can manipulate markets after they've placed these bets?

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