When managers don’t understand variation, they ‘see’ trends which are not really there, they react to what they think is a ‘bad number’ without knowing that it was entirely predictable.
Managers praise or blame people when there is no means by which they can control their performance. Praise goes to those who have been lucky.
They have no sense that the organisation is a system. Their interventions are only likely to increase variation.