This article by Ben Horowitz seems relevant - he mentions his history of managing teams by metrics. I like this quote:

"Management purely by numbers is sort of like painting by numbers—it’s strictly for amateurs."

http://a16z.com/2011/07/19/when-employees-misinterpret-manag...