What makes a strong measure?

Measures should be...

Understandable
Can the performance measure be easily and clearly communicated?
Controllable
Can the results be significantly influenced under a designated span of control?
Actionable
Can action be taken to improve performance?
Credible
Is the performance measure resistant to manipulation?