Statistics Questions:

A) What is being displayed in the following scenario? A worker for Company A noticed that there are more men than women in manager positions when looking at the whole company. Their coworker noticed that when looking at each division in Company A there are more women than men in manager positions.

B) Establishing that an association is due to causation is best accomplished by conducting an ___________ that changes the explanatory variable while controlling for influences on the response.