The article explores how to figure out the cause and effect relationship from data. They suggest a method where the cause is linked to a simpler hidden factor, which then leads to the effect. This makes it easier to understand the causal process. The researchers found that this approach can identify the direction of causation in certain situations. They also developed a way to uncover this hidden link using statistical methods. Tests on both made-up and real data showed that their method works well.