What her motivations are do not detract from the fact that she still does more housework. It doesn’t change the statistic in any way. Duh!

Statisticians considered survey data of well-designed studies to be scientifically relevant as relates to quantitative analysis. You believing otherwise has no bearing on that being true or not.

You are grasping at straws again……..