Peacewise comments on We Change Our Minds Less Often Than We Think - Less Wrong
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But I posted that to say exactly the opposite.
When deciding whether to take a risk, the risk and reward are the two most important factors. It's easy to criticize someone for failing to accurately judge the risk: you simply collect highly accurate statistics on the risk, and compare with what the person says when you ask. But as the article says, when we do this, the teenagers are not discounting risks, but exaggerating them.
So that leaves only the reward. How do you prove someone is wrong about how much they will enjoy the reward for taking the risk? It seems rather hard to do, and you definitely haven't done it... The peer thing doesn't prove anything about them being wrong: gaining a reputation for bravery or risk-taking or gratifying your peers and other social factors are present simultaneously. (If you have ever shown off for friends, or watched someone show off, you will understand the rewards are substantial.)