Tuesday, March 3, 2009

Why Pundits Get Things Wrong

From NewsWeek:

The best predictor was fame: the more feted by the media, the worse a pundit's accuracy.

Pointing out how often pundits' predictions are not only wrong but egregiously wrong—a 36,000 Dow! euphoric Iraqis welcoming American soldiers with flowers!—is like shooting fish in a barrel, except in this case the fish refuse to die. No matter how often they miss the mark, pundits just won't shut up, and I'll lay even odds that the pundits (and pollsters) who predicted a big defeat for Tzipi Livni in the Israeli elections last week didn't slink away in shame after her party outpolled all others. The fact that being chronically, 180-degrees wrong does not disqualify pundits is in large part the media's fault: cable news, talk radio and the blogosphere need all the punditry they can rustle up, track records be damned. But while we can't shut pundits up, we can identify those more likely to have an accurate crystal ball when it comes to forecasts from the effect of the stimulus bill to the likelihood of civil unrest in China. Knowing who's likely to be right comes down to something psychologists call cognitive style, and with that in mind Philip Tetlock, a research psychologist at Stanford University, would like to introduce you to foxes and hedgehogs.

At first, Tetlock's ongoing study of 82,361 predictions by 284 pundits (most but not all of them American) came up empty. He initially looked at whether accuracy was related to having a Ph.D., being an economist or political scientist rather than a blowhard journalist, having policy experience or access to classified information, or being a realist or neocon, liberal or conservative. The answers were no on all counts. The best predictor, in a backward sort of way, was fame: the more feted by the media, the worse a pundit's accuracy. And therein lay Tetlock's first clue. The media's preferred pundits are forceful, confident and decisive, not tentative and balanced. They are, in short, hedgehogs, not foxes.

That bestiary comes from the political philosopher Isaiah Berlin, who in 1953 argued that hedgehogs "know one big thing." They apply that one thing (for instance, that ethnicity and language are primal; ergo, any country that contains many ethnic groups will break up) everywhere, express supreme confidence in their forecasts, dismiss opposing views and are drawn to top-down arguments deduced from that Big Idea. Foxes, in contrast, "know many things," as Berlin put it. They consider competing views, make bottom-up inductive arguments from an array of facts and doubt the power of Big Ideas. "The hedgehog-fox dimension did what none of the other traits did," says Tetlock, who described the study in his 2005 book "Expert Political Judgment": "distinguish more accurate forecasters from less accurate ones" in both politics (will Iraq break up?) and economics (whither unemployment?)....MORE

HT: Futurismic