Reaction schemes provide crucial insights into the pathways that a reaction follows. By mapping out the intermediate species and transition states, scientists can identify which steps are rate-determining and which intermediates may be stabilized or destabilized by the catalyst. This understanding aids in the design of more efficient catalysts and the improvement of reaction conditions to achieve higher selectivity and yield.