Testing evaluation - userful and nominal metrics

Everyone who works in testing has faced with the assessment of their work. 

Which considerations can provide an unbiased result and which ones give just non-performing data? And the topical issues for test leads: which metrics can demotivate workers and which ones can make them to work in a different way. 

This and something more in this talk.