Network diagrams are crucial tools for several reasons. They allow researchers to map out the reaction mechanisms in a coherent and visual manner, making it easier to identify potential rate-determining steps and bottlenecks. Moreover, they facilitate the analysis of reaction kinetics, enabling better optimization of catalytic processes for improved efficiency and selectivity.