May Baseball’s Irrational Heart Keep On Beating; what moneyball thinking has failed to conquer in the sport
November 2, 2013 Leave a comment
World Series Recap: May Baseball’s Irrational Heart Keep On Beating
Columnist Alison Gopnik on what moneyball thinking has failed to conquer in the sport.
Nov. 1, 2013 8:27 p.m. ET
The last 15 years have been baseball’s Age Of Enlightenment. The quants and nerds brought reason and science to the dark fortress of superstition and mythology that was Major League Baseball. The new movement was pioneered by the brilliant Bill James (adviser to this week’s World Champion Red Sox), implemented by Billy Beane (the fabled general manager of my own Oakland Athletics) and immortalized in the book and movie “Moneyball.”Over this same period, psychologists have discovered many kinds of human irrationality. Just those biases and foibles that are exploited, in fact, by the moneyball approach. So if human reason has changed how we think about baseball, it might be baseball’s turn to remind us of the limits of human reason.
We overestimate the causal power of human actions. So, in the old days, managers assumed that gutsy, active base stealers caused more runs than they actually do, and they discounted the more passive players who waited for walks. Statistical analysis, uninfluenced by the human bias toward action, led moneyballers to value base-stealing less and walking more.
We overgeneralize from small samples, inferring causal regularities where there is only noise. So we act as if the outcome of a best-of-7 playoff series genuinely indicates the relative strength of two teams that were practically evenly matched over a 162-game regular season. The moneyballer doesn’t change his strategy in the playoffs, and he refuses to think that playoff defeats are as significant as regular season success.
We confuse moral and causal judgments. Jurors think a drunken driver who is in a fatal accident is more responsible for the crash than an equally drunken driver whose victim recovers. The same goes for fielders; we fans assign far more significance to a dramatically fumbled ball than to routine catches. The moneyball approach replaces the morally loaded statistic of “errors” with more meaningful numbers that include positive as well as negative outcomes.
By avoiding these mistakes, baseball quants have come much closer to understanding the true causal structure of baseball, and so their decisions are more effective.
But does the fact that even experts make so many mistakes about baseball prove that human beings are thoroughly irrational? Baseball, after all, is a human invention. It’s a great game exactly because it’s so hard to understand, and it produces such strange and compelling interactions between regularity and randomness, causality and chaos.
Most of the time in the natural environment, our evolved learning procedures get the right answers, just as most of the time our visual system lets us see the objects around us accurately. In fact, we really only notice our visual system on the rare occasions when it gives us the wrong answers, in perceptual illusions, for instance. A carnival funhouse delights us just because we can’t make sense of it.
Baseball is a causal funhouse, a game designed precisely to confound our everyday causal reasoning. We can never tell just how much any event on the field is the result of skill, luck, intention or just grace. Baseball is a machine for generating stories, and stories are about the unexpected, the mysterious, even the miraculous.
Sheer random noise wouldn’t keep us watching. But neither would the predictable, replicable causal regularities we rely on every day. Those are the regularities that evolution designed us to detect. But what can even the most rational mind do but wonder at the absurdist koan of the obstruction call, with its dizzying mix of rules, intentions and accidents, that ended World Series Game 3?
The truly remarkable thing about human reasoning isn’t that we were designed by evolution to get the right answers about the world most of the time. It’s that we enjoy trying to get the right answers so profoundly that we intentionally make it hard for ourselves. We humans, uniquely, invent art-forms serving no purpose except to stretch the very boundaries of rationality itself.