Perhaps the main theme to emerge from the study of performance measurement is that measuring performance reduces performance. All metrics can be gamed, and gaming metrics is distracting and time-consuming. Measuring people just motivates them to engage in metric-optimizing theatrics, which are usually less efficient than what they were doing before the metrics.
