Readify

Risk Aversion

The Wisdom of Crowds

Risk aversion, in the book’s account, is not simply a dislike of danger. It is a pressure to choose the safer-looking course when the potential failure of an unconventional decision is conspicuous and personally costly. That pressure can make a decision-maker reject a strategy with better long-run prospects, or discount uncertain evidence in favor of a reassuring conclusion.

Strategic caution and public failure

In professional football, economist David Romer’s analysis suggested that teams should go for it on fourth-and-two more often than coaches typically do. The strategy could make sense over time, yet Romer’s calculations also meant that teams would fail to score roughly half the time they were inside an opponent’s ten-yard line. That proportion is difficult to accept psychologically. Punting may be strategically weaker, but it limits the immediate appearance of disaster.

The consequences are magnified by the social setting. NFL coaches work within a clubby, insular institution where peers follow the same conventions. A coach who adopts a different, riskier approach may fail publicly, with that failure difficult to escape; a conventional failure is less isolating. In those circumstances, staying with the group can make professional sense even when the group’s strategy is inferior. Risk aversion thus connects individual caution to herding: the safety lies not necessarily in being right, but in failing alongside one’s peers.

Career incentives and imitation

The same structure appears among mutual-fund managers, who must both invest wisely and persuade investors that they are doing so. Investors cannot readily judge skill from short-term performance, because a quarter’s results may reflect factors unrelated to a manager’s abilities. They therefore use comparison with peers as an additional signal: a manager investing in similar stocks and assets appears reasonable, while a contrarian may look irrational.

That reputational test makes unconventional decisions hazardous even when they are rational. Investors do not wait indefinitely for a strategy’s merits to become clear, and even a skilled manager will have periods of poor performance. Managers who want to protect their jobs therefore imitate strategies that look reasonable rather than risk being judged for a strategy that might ultimately be better. The imitation removes the very informational advantage that independent managers could contribute: they cease acting on distinct knowledge, narrow the range of investments, and leave the market less informed.

The institutional cost of reassurance

The book’s account of the Columbia disaster shows a related danger: organizational confidence can suppress the search for evidence when uncertainty is treated as a reason not to act. Before the shuttle’s launch, a large piece of foam struck its left wing. Engineers in the Debris Assessment Team estimated the foam’s size and impact speed and used the Crater algorithm to estimate how deeply it might penetrate the thermal-protection tiles. They had no firm conclusion, but their analysis gave reason for concern; the team’s requests for on-orbit images had not been approved.

A central obstacle was the management team’s assumption that foam could not cause serious damage. The managers rejected imagery requests in part on the ground that the resolution would be inadequate, although they lacked the security clearances to know the image quality and had not asked the Department of Defense. The decision was made with assurance unsupported by direct knowledge. When the engineers later presented five scenarios, they said the shuttle was likely safe but stressed that their tools and information were inadequate: they did not know precisely where the foam had hit, and Crater had been designed for debris hundreds of times smaller. Management emphasized the reassuring conclusion over the limits attached to it. Here the relevant risk was not only the possibility of physical damage, but the institutional choice to avoid further inquiry when the answer might be alarming.

Caution, uncertainty, and judgment

The discussion of intelligence failures after September 11, 2001, places that institutional problem in a more qualified light. A congressional inquiry found that agencies had failed to recognize the individual and collective significance of available information and had missed opportunities to disrupt the plot. Yet retrospective knowledge can make earlier signals seem clearer than they were. Roberta Wohlstetter’s account of Pearl Harbor describes the difficulty of selecting meaningful warnings from a mass of confusing information; foreseeing an attack by nineteen people could be harder still than anticipating a large naval assault.

That qualification matters. Failure to respond to a warning does not by itself prove that decision-makers simply preferred safety or reassurance: the evidence may genuinely be ambiguous, and its significance difficult to discern in advance. The book’s broader contrast is between institutions that preserve independent information and those that suppress it. Where conventional choices protect reputations, dissent becomes costly; where uncertainty is acknowledged and evidence is gathered, caution can instead mean refusing premature certainty. Risk aversion explains why people may retreat from visible exposure, but it does not make every cautious judgment irrational or every failed forecast preventable.

Related StoryFlow