My experience has been management is too stupid to properly employ metrics. If you let them pick, they pick the easiest ones. If they don’t get a choice, they just try to cheese the numbers to the detriment of the company. If you present options that make sense, they don’t understand them.
Maybe I’ve just worked for dumb companies, but they sucked hard with respect to metrics.