The researchers studied how different types of furfural affect the performance of a catalyst in a chemical reaction. They found that the acidity of the furfural source influenced how well the catalyst worked. Some furfurals needed to be distilled before use to improve the reaction, but storing the distilled furfural for too long decreased its effectiveness. This shows that the type of furfural used and how it is prepared can impact the success of the reaction.