Why not cook with olive oil?

I was wondering why people from the north cook with margarine instead of olive oil? In Spain I use olive oil on a daily basis to cook and I feel so much better. With olive oil you can reduce your cholesterol and it helps to prevent some diseases. I think you are living a better life using olive oil. What's your opinion on this?