Normalization is often used to compare catalysts under different conditions. However, inappropriate normalization can lead to misleading conclusions. For example, normalizing activity by mass of the catalyst without considering the active surface area can give a distorted view of its true efficiency. Proper normalization should account for factors like surface area, particle size, and active sites to provide a fair comparison.