The damage is not simply probability x impact, as it's also important to limit the potential downside. When a person or company pays for insurance, it increases

The damage is not simply probability x impact, as it's also important to limit the potential downside. When a person or company pays for insurance, it increases the average damage in return for decreasing the variance.