Isn't it preferable to accurately measure and account for Bias? The same metrics can be used to combat bias that reinforce it. Without accurate metrics, how do

Isn't it preferable to accurately measure and account for Bias? The same metrics can be used to combat bias that reinforce it. Without accurate metrics, how do you form your argument against bias? Feelings?