The article explores a new way to analyze the crude oil market by separating demand and supply shocks. Instead of using traditional restrictions, the researchers use sign restrictions to identify these shocks. They introduce a method called Markov switching to account for changes in the volatility of the shocks. By applying this approach to a small crude oil market model, they aim to validate the identified shocks.