High dimensionality is significant because it allows for a more comprehensive understanding of catalytic systems. By considering a wide range of variables, researchers can identify optimal conditions for catalytic activity and selectivity. This can lead to the development of more efficient and cost-effective catalysts, which are essential for various industrial processes, including chemical manufacturing, energy production, and environmental protection.