The article introduces a new way to build models that can predict changes in economic conditions. By using a special method called Markov switching vector error correction models, the researchers can identify when certain factors affect the economy differently. They tested this method on Euro area data and found that specific factors influence whether the economy is growing or shrinking. This information can help predict inflation rates more accurately.