Prediction market: Fed on track to hit 4% NGDP growth in 2015

Since December last year the prediction market site Hypermind has been running a prediction market for US nominal GDP growth for 2015 (plus markets for each quarter of the year).

I think the development of a prediction market for NGDP growth is extremely interesting and such market can help us much better to understand monetary and economic issues. Furthermore, the Federal Reserve should be very excited about such markets as they provide a minute-by-minute “tracker” of the Fed’s performance and credibility.

Of course the Federal Reserve does not official target nominal GDP growth, but I have earlier argued that the Fed effectively since Q2 2009 has kept US NGDP on a (very narrow) path close to a 4% trend. The graph below shows this.

What does the Hypermind’s prediction market then tell us? Well, guess what – right now the market is predicting NGDP growth to be exactly 4% in 2015! So at least judging from the prediction market US monetary policy is right now perfectly calibrated to keep actual NGDP on the 4% path through 2015.

NGDP prediction market Hypermind

This of course does not mean that US monetary policy is “perfect”. First, of all the Fed does not official have a 4% NGDP target. Second, communication about the Fed’s policy instrument(s) is far from perfect. But if we decide to say that the Fed effectively has a 4% NGDP target then at least the “market” now perceives this target as credible.

I have earlier argued that central bankers should endorse prediction markets such as Hypermind. This is what I wrote back in 2012:

My point is that the “average” forecast of the market often is a better forecast than the forecast of the individual forecaster. Furthermore, I know of no macroeconomic forecaster who has consistently over long periods been better than the “consensus” expectation. If my readers know of any such super forecaster I will be happy to know about them.

…Unlike the market where the profit motive rules central banks and governments are not guided by an objective profit motive but rather than by political motives – that might or might not be noble and objective.

It is well known among academic economists and market participants that the forecasts of government institutions are biased. For example Karl Brunner and Allan Meltzer have demonstrated that the IMF consistently are biased in a too optimistic direction in their forecasts.

…Instead of relying on in-house forecasts central banks could consult the market about the outlook for the economy and markets. Scott Sumner has for example argued that monetary policy should be conducted by targeting NGDP futures. I think that is an excellent idea. However, first of all it could be hard to set-up a genuine NGDP futures markets. Second, the experience with inflation linked bonds shows that the prices on these bonds often are distorted by for example lack of liquidity in the particular markets.

I believe that these problems can be solved and I think Scott’s suggestion ideally is the right one. However, there is a more simple solution, which in principle is the same thing, but which would be much less costly and complicated to operate. My suggestion is the central bank simply set-up a prediction market for key macroeconomic variables – including of the variables that the central bank targets (or could target) such as NGDP level and growth, inflation, the price level.

…The experience with prediction markets is quite good and prediction markets have been used to forecast everything from the outcome of elections to how much a movie will bring in at the box office. A clear advantage with prediction markets is that they are quite easy to set-up and run. Furthermore, it has been shown that even relatively small size bets give good and reliable predictions. This mean that if a central bank set up a prediction market then the average citizen in the country could easily participate in the “monetary policy market”.

I hence believe that prediction markets could be a very useful tool for central banks – both as a forecasting tool but also as a communication tool. A truly credible central bank would have no problem relying on market forecasts rather than on internal forecast.

I of course understand that central banks for all kind of reasons would be very reluctant to base monetary policy on market predictions, but imagine that the Federal Reserve had had a prediction market for NGDP (or inflation for that matter) in 2007-8. Then there is no doubt that it would have had a real-time indication of how much monetary conditions had tightened and that likely would caused the Fed into action much earlier than was actually the case. A problem with traditional macroeconomic forecasts is that they take time to do and hence are not available to policy makers before sometime has gone by.

With Hypermind’s NGDP prediction market we now have such a market I was calling for back in 2012 and in the future I will try to keep track of the Hypermind’s NGDP prediction market as I believe that such markets can teach us quite a bit about the workings of monetary policy.

Furthermore, it would be extremely interesting to see a similar market being set up for the euro zone so I hope Hypermind in the future will find a sponsor to set up such a market.


Some of my earlier posts on prediction markets:

The Crowd: “Lars, you are fat!”
Prediction markets and UK monetary policy
Leave it to the market to decide on “tapering”
Guest post: Central bankers should watch the Eurovision (by Jens Pedersen)
Remembering the “Market” in Market Monetarism
Gabe Newell on prediction markets – NGDP level targeting and Lindsay Lohan
Yet another argument for prediction markets: “Reputation and Forecast Revisions: Evidence from the FOMC”
Benn & Ben – would prediction markets be of interest to you?
Prediction markets and government budget forecasts
Central banks should set up prediction markets
Markets are telling us where NGDP growth is heading
Scott’s prediction market
Bank of England should leave forecasting to Ladbrokes
Ben maybe you should try “policy futures”?
Robin Hanson’s brilliant idea for central bank decision-making

Leave a comment


  1. I agree with everything but the nominal target; it should be 6%. We will never get 4% real growth with 4% nominal growth and 2% inflation. We need more inflation and more real growth. To get 4% RGDPG you need 6% NGDPG:

  2. W. Peden

     /  March 11, 2015

    Great post, Lars. It makes me wonder about the use of prediction markets for other areas of policy: fiscal policy, industrial policy, immigration policy, even criminal justice. Would prediction markets have better predicted the fall in crime since the early 1990s, which has confounded the theories of so many great criminologists, than any other source of info. for criminologists? Would they have predicted that the War on Drugs would have been such a costly failure?

    • William, I certainly agree that prediction markets in general good be a very helpfull input in policy debate in a lot of policy areas.

  3. The effective data proves that the prediction of 4% NGDP growth will be mostly probably wrong.
    US PPI that is closely related to the GDP deflator at
    -0.5% MoM or -0.6% YoY!/february-2015-us-ppi-final-demand-data-report-20150313
    While Greenspeen is concerned about the strong dollar:!/former-fed-head-greenspan-says-hes-unsure-about-the-strong-dollar-20150313

  4. The stock market does not care about NGDP.

    It cares about company profits and those are typically higher when there is deflation, on the input side. Cheap oil, high profits.

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