How managers can be fooled by randomness

Imagine that you employ a lot of people, each of whom works on a similar task. This task is not easy, and they each show different levels of productivity. You have a chart in front of you of each employee’s performance.
A question occurs to you. To improve performance, should you use incentives or punishments? The [...]