Data interpretation is a critical step where inaccuracies can be introduced. Misinterpretation of _kinetic data_ can lead to incorrect conclusions about the reaction mechanism. Additionally, not accounting for side reactions or intermediate species can lead to a misunderstanding of the overall process. The use of _simplified models_ that do not capture the complexities of the system can also result in inaccurate conclusions.